General Information: https://thegrowlerguys.com/understanding-abv-and-ibu/

#What is the IBU? Beer is produced by fermenting starch and then flavored with hops. Hops are the plants that contribute to the bitterness of a beer, but not all hops will make beer bitter. The bitterness comes from alpha acids found in the resin glands of the flowers of the hop plants. The degree of bitterness will depend on three factors:

The type of hops used. Hops with a higher concentration of alpha acids will generate a stronger bitter taste. These are usually referred to as “bittering hops.” Hops with less concentration are called “aroma hops” and will add flavors such as citrus, pine, or mango. The amount of hops added. It should be no surprise that the more hops added to the brew, the more bitterness there will be.
When the hops are added. Adding hops early in the brewing process will make the beer more bitter. When hops are added late in the process, the hops contribute more to the beer’s aroma. IBU stands for International Bitterness Units. The IBU scale ranges from 5 to 100+, although anything over 100 is difficult to differentiate. Most craft beers range between 10 to 80. A beer over 60 is considered bitter.

However, before you rely on the IBU score to pick your beer, it’s essential to understand how ABV should impact your decision.

What is ABV? ABV stands for alcohol by volume. It is a standard measurement of the alcohol content of the beverage. Alcohol content will vary depending on the types of base grains used in its production. During fermentation, yeasts eat the sugars from the grain and create carbon dioxide and alcohol. Darker, bolder beers are produced with grains with higher sugar content, such as malts, and may also have additives like honey or chocolate. More sugar in the production will increase the alcohol content and ABV score.

Some dark beers, such as Great Notion’s “Vanilla Double Stack” Imperial Stout, are produced for a rich, smooth taste and contain an ABV of 11% but have an IBU of 0. Another Stout, Gigantic’s “Fancy Pants” stout, contains an ABV of 7.2% and an IBU of 55, resulting in slightly less sweetness.

What if a beer has a high IBU and a high ABV? Here’s the tricky part. A higher ABV can cancel out much of the bitterness of a high IBU. When a beer contains malts, the sugar content of the malts will make the beer far less bitter but will increase the alcohol content. This results in a high IBU and high ABV. Because of this, it’s important to consider how high the ABV score is in conjunction with the IBU and not rely solely on the IBU. For example, many people will find the “Fancy Pants” stout above tastes smoother than Ex Novo’s “For Whom the Helles Tolls” lager with an ABV of 4.9% and IBU of 22.

#IBU list: https://www.bjcp.org/beer-styles/downloads-and-resources/

Packages

Data Import from csv

This data was collected in January 2017 from CraftCans.com.

#Question 2: Merge beer data with the breweries data. Print the first 6 observations and the last six observations to check the merged file. (RMD only, this does not need to be included in the presentation or the deck.)

Path <- "C:/Users/hp/Desktop/SMU Classes/Doing Data Science/Beers.csv"
Beer_Data = read.csv(Path, header=TRUE)
Beer_Data
##                                                      Name Beer_ID   ABV IBU
## 1                                                Pub Beer    1436 0.050  NA
## 2                                             Devil's Cup    2265 0.066  NA
## 3                                     Rise of the Phoenix    2264 0.071  NA
## 4                                                Sinister    2263 0.090  NA
## 5                                           Sex and Candy    2262 0.075  NA
## 6                                            Black Exodus    2261 0.077  NA
## 7                                     Lake Street Express    2260 0.045  NA
## 8                                                 Foreman    2259 0.065  NA
## 9                                                    Jade    2258 0.055  NA
## 10                                           Cone Crusher    2131 0.086  NA
## 11                                      Sophomoric Saison    2099 0.072  NA
## 12                                  Regional Ring Of Fire    2098 0.073  NA
## 13                                             Garce Selé    2097 0.069  NA
## 14                                        Troll Destroyer    1980 0.085  NA
## 15                                           Bitter Bitch    1979 0.061  60
## 16                                            Ginja Ninja    2318 0.060  NA
## 17                                          Cherried Away    2170 0.060  NA
## 18                                           Rhubarbarian    2169 0.060  NA
## 19                                            BrightCider    1502 0.060  NA
## 20                            He Said Baltic-Style Porter    1593 0.082  NA
## 21                           He Said Belgian-Style Tripel    1592 0.082  NA
## 22                                          Lower De Boom    1036 0.099  92
## 23                                          Fireside Chat    1024 0.079  45
## 24                                 Marooned On Hog Island     976 0.079  NA
## 25                                        Bitter American     876 0.044  42
## 26                   Hell or High Watermelon Wheat (2009)     802 0.049  17
## 27                   Hell or High Watermelon Wheat (2009)     801 0.049  17
## 28            21st Amendment Watermelon Wheat Beer (2006)     800 0.049  17
## 29                              21st Amendment IPA (2006)     799 0.070  70
## 30                           Brew Free! or Die IPA (2008)     797 0.070  70
## 31                           Brew Free! or Die IPA (2009)     796 0.070  70
## 32                   Special Edition: Allies Win The War!     531 0.085  52
## 33                                             Hop Crisis     432 0.097  94
## 34                                 Bitter American (2011)     353 0.044  42
## 35                                   Fireside Chat (2010)     321 0.079  45
## 36                                          Back in Black     173 0.068  65
## 37                                           Monk's Blood      11 0.083  35
## 38                                  Brew Free! or Die IPA      10 0.070  65
## 39                          Hell or High Watermelon Wheat       9 0.049  17
## 40                                           Bimini Twist    2519 0.070  82
## 41                                           Beach Blonde    2518 0.050  NA
## 42                                         Rod Bender Red    2517 0.059  NA
## 43                                  Passion Fruit Prussia    2545 0.035  11
## 44                                              Send Help    2544 0.045  18
## 45                                Cast Iron Oatmeal Brown    2324 0.055  NA
## 46                                 Reprise Centennial Red    2288 0.060  NA
## 47                                              Alter Ego    2287 0.055  NA
## 48                                            Divided Sky    2286 0.065  NA
## 49                                            Resurrected    2285 0.065  NA
## 50                                           Contact High    1870 0.050  28
## 51                                             Galaxyfest    2603 0.065  NA
## 52                                              Citrafest    2602 0.050  45
## 53                                              Barn Yeti    2220 0.090  NA
## 54                                              Scarecrow    2219 0.069  65
## 55                                                Ironman    2218 0.090  50
## 56                                           Honey Kolsch    2217 0.046  15
## 57                                       Copperhead Amber    2216 0.052  18
## 58                                        Rude Parrot IPA     972 0.059  75
## 59                                British Pale Ale (2010)     866 0.054  30
## 60                                       British Pale Ale      48 0.054  30
## 61                                  Ballz Deep Double IPA      47 0.084  82
## 62                                     Wolfman's Berliner    1583 0.038  NA
## 63                                        Colorado Native    1165 0.055  26
## 64                                 Colorado Native (2011)     431 0.055  26
## 65                                            Jockamo IPA     516 0.065  52
## 66                                            Purple Haze     515 0.042  13
## 67                                            Abita Amber     514 0.045  17
## 68                                         Citra Ass Down    2540 0.082  68
## 69                                         The Brown Note    2539 0.050  20
## 70                                         Citra Ass Down    2686 0.080  68
## 71                                         London Balling    2685 0.125  80
## 72                                                   35 K    2684 0.077  25
## 73                                                 A Beer    2683 0.042  42
## 74                                        Rules are Rules    2682 0.050  25
## 75                                          Flesh Gourd'n    2681 0.066  21
## 76                                               Sho'nuff    2680 0.040  13
## 77                                            Bloody Show    2679 0.055  17
## 78                                            Rico Sauvin    2678 0.076  68
## 79                                       Coq de la Marche    2677 0.051  38
## 80                                         Kamen Knuddeln    2676 0.065  NA
## 81                                           Pile of Face    2675 0.060  65
## 82                                         The Brown Note    2674 0.050  20
## 83                                Maylani's Coconut Stout    1594 0.053  35
## 84                                            Oatmeal PSA    1162 0.050  35
## 85                                     Pre Flight Pilsner    1137 0.052  33
## 86                                         P-Town Pilsner    2403 0.040  20
## 87                                     Klickitat Pale Ale    2402 0.053  36
## 88                               Yellow Wolf Imperial IPA    2401 0.082 103
## 89                                           Freeride APA    1921 0.053  40
## 90                                          Alaskan Amber    1920 0.053  18
## 91                                            Hopalicious    2501 0.057  NA
## 92                                        Kentucky Kölsch    1535 0.043  NA
## 93                                           Kentucky IPA    1149 0.065  NA
## 94                                   Dusty Trail Pale Ale    1474 0.054  NA
## 95                                               Damnesia    1473 0.062  NA
## 96                                         Desolation IPA     837 0.062  43
## 97                                            Liberty Ale    2592 0.059  NA
## 98                                                    IPA    2578 0.065  NA
## 99                                           Summer Wheat    2577 0.045  NA
## 100                                      California Lager    2103 0.049  NA
## 101                                     Brotherhood Steam    2102 0.056  NA
## 102                                     Blood Orange Gose    2291 0.042  NA
## 103                                   Keebarlin' Pale Ale    1818 0.042  NA
## 104                the Kimmie, the Yink and the Holy Gose    1738 0.048  NA
## 105                                          Fall Hornin'    1563 0.060  NA
## 106                            Barney Flats Oatmeal Stout    1520 0.057  13
## 107                                       Summer Solstice    1350 0.056   4
## 108                                        Hop Ottin' IPA    1327 0.070  80
## 109                                       Boont Amber Ale    1326 0.058  15
## 110                            Barney Flats Oatmeal Stout    1221 0.057  13
## 111                                El Steinber Dark Lager    1217 0.055  25
## 112                                Boont Amber Ale (2010)     811 0.058  15
## 113                  Summer Solstice Cerveza Crema (2009)     753 0.056   4
## 114                     Barney Flats Oatmeal Stout (2012)     572 0.057  13
## 115                                       Winter Solstice     523 0.069   6
## 116                                 Hop Ottin' IPA (2011)     367 0.070  80
## 117                                Boont Amber Ale (2011)      78 0.058  15
## 118                                Summer Solstice (2011)      77 0.056   4
## 119                          Poleeko Gold Pale Ale (2009)      76 0.055  28
## 120                                     Charlie's Rye IPA    2337 0.060  NA
## 121                                    River Pig Pale Ale     410 0.054  NA
## 122                                  Oaky's Oatmeal Stout     409 0.047  NA
## 123                            Angry Orchard Apple Ginger    1294 0.050  NA
## 124                             Angry Orchard Crisp Apple    1293 0.050  NA
## 125                             Angry Orchard Crisp Apple    1292 0.050  NA
## 126                                            Golden One    2207 0.068  NA
## 127                                                Arjuna    2040 0.060  NA
## 128                                              Uroboros    2039 0.085  NA
## 129                                             Long Leaf    2511 0.071  75
## 130                                   Honey Badger Blonde    2510 0.047  19
## 131                      Porter (a/k/a Black Gold Porter)    2509 0.060  23
## 132                                          Sky High Rye     413 0.060  55
## 133                                               Whitsun     390 0.062  17
## 134                                      On-On Ale (2008)     735 0.052  NA
## 135                                      Quakertown Stout    1333 0.092  50
## 136                               Greenbelt Farmhouse Ale    1332 0.051  20
## 137                                             Mo's Gose    1172 0.052  10
## 138                   Green Bullet Organic India Pale Ale    1322 0.070  45
## 139                                           Rocket Girl     550 0.032  27
## 140                                          Ninja Porter     429 0.053  26
## 141                                             Shiva IPA     428 0.060  69
## 142                                          Aslan Kölsch    1640 0.048  NA
## 143                                             Aslan IPA    1639 0.077  NA
## 144                                           Aslan Amber    1638 0.077  NA
## 145                                  This Season's Blonde     597 0.056  27
## 146                                 Independence Pass Ale     596 0.070  67
## 147                                    Trolley Stop Stout    1580 0.057  40
## 148                             Bitter Bitch Imperial IPA     980 0.082 138
## 149                                      Poop Deck Porter     979 0.062  35
## 150                               Old Red Beard Amber Ale     978 0.060  35
## 151                                            Hop A-Peel    2503 0.075 115
## 152                                   Vanilla Java Porter    2502 0.055  12
## 153                                             Michelada    2495 0.052  NA
## 154                                      Dirty Blonde Ale     534 0.045   8
## 155                                      Grand Circus IPA     528 0.050  62
## 156                                       Atwater's Lager     527 0.050  12
## 157             Heavy Machinery IPA Series #1: Heavy Fist    1409 0.070  NA
## 158                                        Fire Eagle IPA     343 0.062  NA
## 159                                            Peacemaker     342 0.051  NA
## 160                                            Pearl-Snap     341 0.053  NA
## 161                                         Black Thunder     340 0.052  NA
## 162                                                  Raja    2589 0.080  NA
## 163                                         Perzik Saison    2546 0.064  NA
## 164                  Avery Joe’s Premium American Pilsner     146 0.047  42
## 165                                          White Rascal     108 0.056  10
## 166                                  Avery India Pale Ale     107 0.063  69
## 167                                     Ellie’s Brown Ale     106 0.055  17
## 168                                         Pumpkin Beast    1620 0.062  17
## 169                                          OktoberBeast    1579 0.072  22
## 170                                             Mad Beach    1228 0.048  23
## 171                               Hog Wild India Pale Ale     705 0.067  NA
## 172                         Devils Tramping Ground Tripel     704 0.092   5
## 173                                           Hot Rod Red     702 0.061  41
## 174                                         Palate Mallet    2058 0.086  NA
## 175                                      Back East Porter    1483 0.060  NA
## 176                                  Back East Golden Ale    1426 0.049  NA
## 177                                    Misty Mountain IPA    1132 0.070  NA
## 178                                         Back East Ale    1131 0.050  NA
## 179                            Truck Stop Honey Brown Ale    1876 0.060  NA
## 180                                    Naked Pig Pale Ale    1875 0.060  43
## 181                              Topcutter India Pale Ale     966 0.068  70
## 182                                     Field 41 Pale Ale     965 0.044  38
## 183                                    Grapefruit Sculpin    2593 0.070  NA
## 184                                             Even Keel    2105 0.038  40
## 185                                Ballast Point Pale Ale    1401 0.052  23
## 186                                Big Eye India Pale Ale    1400 0.070  75
## 187                                         Longfin Lager    1019 0.046  NA
## 188                                           Sculpin IPA    1018 0.070  70
## 189                                       All Nighter Ale    1776 0.045  NA
## 190                                   Banner American Rye    1644 0.045  20
## 191                                   Banner American Ale    1643 0.035  45
## 192                                              Thai.p.a    2618 0.070  46
## 193                                         Barrio Blanco    2005 0.060  60
## 194                                  Barrio Tucson Blonde    1343 0.045  NA
## 195                               Hop in the ‘Pool Helles    2404 0.049  22
## 196                                   Ultra Gnar Gnar IPA    2323 0.067  60
## 197                             In-Tents India Pale Lager    2189 0.068  62
## 198                                     Lost Meridian Wit    2188 0.050  20
## 199               Celestial Meridian Cascadian Dark Lager    2187 0.051  45
## 200                                           Wagon Party    1966 0.054  55
## 201                                              Sky-Five    1965 0.067  70
## 202                                            Stargrazer    1964 0.050  28
## 203                                           Wonderstuff    1963 0.054  48
## 204                      Tarnation California-Style Lager    1855 0.053  NA
## 205                              On the Count of 3 (2015)    1778 0.070  42
## 206                                        Summer Swelter    1209 0.047  NA
## 207                            Phantom Punch Winter Stout     954 0.068  NA
## 208                                    Hayride Autumn Ale     910 0.066  NA
## 209                             Celsius Summer Ale (2012)     707 0.047  NA
## 210                                            Amber Road     533 0.055  35
## 211                                  Pamola Xtra Pale Ale     183 0.049  28
## 212                                          Stowaway IPA     182 0.069  69
## 213                                   Hoptopus Double IPA    1806 0.088 108
## 214                                        Watermelon Ale    2435 0.050  10
## 215                              Fenway American Pale Ale    2423 0.058  45
## 216                                          Back Bay IPA    2420 0.068  85
## 217                            Bunker Hill Blueberry Ale     2419 0.048  16
## 218                                                Oberon    2494 0.058  NA
## 219                                               Smitten    2325 0.060  NA
## 220                                          Winter White    2022 0.050  NA
## 221                                                Oberon    1989 0.058  NA
## 222                                           Two Hearted    1988 0.070  NA
## 223                                            Best Brown    1955 0.058  NA
## 224                                                  Moar    2558 0.044  44
## 225                                Uber Lupin Schwarz IPA    2557 0.083  NA
## 226                                         Nordic Blonde    2556 0.057  27
## 227                                            Cold Press    2496 0.060  NA
## 228                                    Harness the Winter    2410 0.072  87
## 229                                              14° ESB     1902 0.056  32
## 230                                   Bent Hop Golden IPA    1901 0.062  68
## 231                                 Bent Paddle Black Ale    1261 0.060  34
## 232                                          Venture Pils    1253 0.050  38
## 233                                       Lost Sailor IPA    1900 0.055  40
## 234                             Steel Rail Extra Pale Ale    1317 0.053  20
## 235                               La Frontera Premium IPA    1158 0.078  NA
## 236                                           Tejas Lager    1157 0.047  NA
## 237                                      Number 22 Porter    1156 0.064  NA
## 238                                   Big Bend Hefeweizen    1155 0.056  NA
## 239                                        Terlingua Gold    1154 0.060  NA
## 240                                            Aprè Shred    2104 0.081  17
## 241                                    Hemlock Double IPA    1762 0.095 104
## 242                West Portal Colorado Common Summer Ale    1422 0.041  NA
## 243                                      Disconnected Red    1067 0.067  85
## 244                                           Big Elm IPA    1003 0.070  NA
## 245                                       Gerry Dog Stout    1002 0.065  NA
## 246                                     413 Farmhouse Ale    1001 0.060  NA
## 247                                             Dark Star    2639 0.080  54
## 248                                                Ryecoe    2469 0.062  NA
## 249                                      Blueberry Blonde    2586 0.060  NA
## 250                                            Galaxy IPA    2585 0.075  60
## 251                                     Big River Pilsner     643 0.050  32
## 252                                       House Brand IPA     632 0.060  55
## 253                                           Big Sky IPA    1714 0.062  65
## 254                                   Scape Goat Pale Ale    1713 0.050  40
## 255                              Montana Trout Slayer Ale    1712 0.050  35
## 256                                 Moose Drool Brown Ale    1711 0.051  26
## 257                               Powder Hound Winter Ale    1456 0.072  60
## 258                          Moose Drool Brown Ale (2011)     767 0.051  26
## 259                       Montana Trout Slayer Ale (2012)     766 0.050  35
## 260                                    Big Sky IPA (2012)     579 0.062  65
## 261                                          Summer Honey     168 0.047  NA
## 262                            Scape Goat Pale Ale (2010)     159 0.050  40
## 263                       Montana Trout Slayer Ale (2009)      35 0.050  35
## 264                          Moose Drool Brown Ale (2009)      34 0.051  26
## 265                                             Arcus IPA    2096 0.069  81
## 266                                             Wavemaker    2095 0.058  38
## 267                                      Jack Pine Savage    1257 0.053  43
## 268                       Forest Fire Imperial Smoked Rye    1256 0.099  85
## 269                                  Bad Axe Imperial IPA    1255 0.098  76
## 270                                          Morning Wood     986 0.055  35
## 271                                         Bark Bite IPA     985 0.066  50
## 272                                     Jalapeno Pale Ale    2508 0.055  45
## 273                                       Blown Out Brown    1441 0.052  NA
## 274                                        Single Hop Ale    1413 0.063  NA
## 275                                          Sawtooth Ale    1411 0.054  NA
## 276                                        Saucy Intruder    2620 0.072  75
## 277                                             Deception    2412 0.045  16
## 278                                   Blackmarket Rye IPA    1898 0.075  35
## 279                               Black Market Hefeweizen    1897 0.050   8
## 280                                    Aftermath Pale Ale    1896 0.058  44
## 281                                American India Red Ale    1850 0.071  83
## 282                                   American Red Porter    1849 0.071  45
## 283                                   American Red Saison    1848 0.078  34
## 284                                      Colorado Red Ale    1847 0.066  44
## 285                                Saddle Bronc Brown Ale    2485 0.048  16
## 286                             Bomber Mountain Amber Ale    2484 0.046  20
## 287                                         Flying Sailor    2449 0.073  NA
## 288                                             Nordskye     2634 0.048  47
## 289                                     North Third Stout    2153 0.060  30
## 290                                             Honey Lav    1953 0.052  NA
## 291                                     Coconut Brown Ale    1496 0.068  NA
## 292                                               51K IPA    1481 0.070  51
## 293                                         Grand Rabbits    1480 0.055  NA
## 294                             1800 Big Log Wheat (2012)    1564 0.050  NA
## 295                                   Double Play Pilsner    1541    NA  NA
## 296                                  Brewerhood Brown Ale    1321 0.055  NA
## 297                          Last Call Imperial Amber Ale    1320 0.080  NA
## 298                                 Pernicious Double IPA    1319 0.096  NA
## 299                             6-4-3 Double Play Pilsner    1303 0.052  NA
## 300                N Street Drive-In 50th Anniversary IPA    1025    NA  NA
## 301                                     467 Ethan's Stout    1012 0.050  NA
## 302                                     1335 Wicked Snout     942 0.064  NA
## 303                 543 Skull Creek Fresh Hopped Pale Ale     937 0.045  NA
## 304                                        1327 Pod's ESB     888 0.056  37
## 305                                        1327 Pod's ESB     886 0.056  37
## 306                                        1327 Pod's ESB     612 0.056  37
## 307                                      834 Happy As Ale     611 0.046  35
## 308                                         Yellow Collar    1372 0.059  NA
## 309                                          Green Collar    1371 0.059  NA
## 310                               Quarter Mile Double IPA    1812 0.080  80
## 311                                  Full Nelson Pale Ale    1547 0.059  60
## 312                                      Steel Wheels ESB    1546 0.065  30
## 313                           Blue Mountain Classic Lager    1545 0.053  22
## 314                           Full Nelson Pale Ale (2010)     119 0.059  60
## 315                                            Kölsch 151    1408 0.049  16
## 316                                       Professor Black    2490    NA  NA
## 317                                           Little Boss    2489    NA  NA
## 318                                            Van Dayum!    2488    NA  NA
## 319                                         Spirit Animal    2487    NA  NA
## 320                                          Toxic Sludge     939 0.070  NA
## 321                                  Blue Point White IPA     692 0.060  40
## 322                                 Blue Point Summer Ale     667 0.044  16
## 323                                         Toasted Lager     665 0.055  28
## 324                                 Bohemian Export Lager    1607 0.060  NA
## 325                                 Altus Bohemes Altbier    1597 0.053  NA
## 326                                           Cherny Bock     344 0.040  NA
## 327                                         Czech Pilsner      89 0.050  NA
## 328                                        Viennese Lager      88 0.050  NA
## 329                                       Mad Manatee IPA    1569 0.065  NA
## 330                                Killer Whale Cream Ale    1568 0.055  NA
## 331                            Duke's Cold Nose Brown Ale    1188 0.060  NA
## 332                                           Longhop IPA    1891 0.042  30
## 333                                            Lucky Buck    1890 0.040  34
## 334                               Bomb Lager (New Recipe)     577 0.051  NA
## 335                               Bomb Lager (Old Recipe)     513 0.045  27
## 336                            Firestarter India Pale Ale    2422 0.066  72
## 337                               Kilt Dropper Scotch Ale    1727 0.075  22
## 338                                 Wood Splitter Pilsner    1614 0.048  30
## 339                                          Gyptoberfest    1613 0.056  26
## 340                           Farmer Wirtz India Pale Ale    1549 0.070  94
## 341                              Slow & Steady Golden Ale    1548 0.047  NA
## 342                                  Pink-I Raspberry IPA    1517 0.068  NA
## 343        Moe's Original Bar B Que 'Bama Brew Golden Ale    1500 0.047  NA
## 344                                 Live Local Golden Ale    1421 0.047  NA
## 345                       Screaming Eagle Special Ale ESB    1360 0.048  38
## 346                                        Dirtbag Dunkel    1184 0.049  NA
## 347                                      Kindler Pale Ale    1183 0.053  45
## 348                                 Mistress Winter Wheat    1023 0.064  NA
## 349                              Tent Pole Vanilla Porter     998 0.061  NA
## 350                                     Awry Rye Pale Ale     997 0.058  NA
## 351                                    Demshitz Brown Ale     996 0.058  NA
## 352                          Wood Splitter Pilsner (2012)     931 0.048  NA
## 353                                    Brush Creek Blonde     798 0.048  NA
## 354                            Firestarter India Pale Ale     633 0.066  72
## 355                                           Noche Dulce    2062 0.071  16
## 356                                          Porch Rocker    1830 0.045   8
## 357                                             Rebel IPA    1629 0.065  45
## 358                                             Cold Snap    1601 0.055  NA
## 359                             Samuel Adams Winter Lager    1427 0.056  NA
## 360                                          Boston Lager    1349 0.049  30
## 361                                          Boston Lager    1310 0.049  30
## 362                              Samuel Adams Octoberfest    1281 0.053  15
## 363                               Samuel Adams Summer Ale    1144 0.053   7
## 364                                          Boston Lager    1143 0.049  30
## 365                                       Hazed & Infused    1395 0.049  35
## 366                                       Hoopla Pale Ale     808 0.057  35
## 367                                Hazed & Infused (2010)      81 0.049  35
## 368                                         Heavy Lifting    2596 0.062  80
## 369                                                  1492    2300 0.065  NA
## 370                                          Mango Ginger    2299 0.058  NA
## 371                                             Passenger    2298 0.047  NA
## 372                                       Plum St. Porter    2107 0.060  52
## 373                                       Plum St. Porter    1573 0.057  52
## 374                                    Bozone HopZone IPA    1289 0.070  80
## 375                                    Bozone Hefe Weizen    1288 0.060  25
## 376                               Bozone Select Amber Ale     470 0.055  NA
## 377                                              Evil Owl    2167 0.052  40
## 378                                      Post Time Kölsch    2204 0.050  NA
## 379                                           Agave Wheat    1522 0.042   9
## 380                                      SummerBright Ale     397 0.045  15
## 381                                           Lucky U IPA     193 0.062  68
## 382                                         Avalanche Ale      83 0.054  19
## 383                                   You're My Boy, Blue    1802 0.050  NA
## 384                                         Last Stop IPA    1801 0.072  60
## 385                                  Rollin Dirty Red Ale    1800 0.050  21
## 386                                  Are Wheat There Yet?    1799 0.055  28
## 387                                  Insert Hop Reference    2619 0.058  NA
## 388                                         Manitou Amber    2468 0.053  NA
## 389                                               Belfort    2637 0.067  NA
## 390                                           Star Runner    2636 0.060  NA
## 391                               Tart Side of the Barrel    2598 0.098  NA
## 392                                    Linnaeus Mango IPA    2597 0.060  NA
## 393                                      Beasts A'Burnin'    2548 0.070  NA
## 394                                                Verdun    2542 0.077  NA
## 395                                  Barrel Aged Triomphe    2541 0.065  NA
## 396                                     Cherry Doppelbock    2504 0.065  NA
## 397                                       Tropical Saison    2500 0.065  NA
## 398                                          Beach Patrol    2499 0.065  NA
## 399                                          Nuit Serpent    2498 0.050  NA
## 400                                                 Paris    2481 0.090  NA
## 401                                        The Grand Army    2476 0.055  NA
## 402                                       Acidulated Trip    2467 0.059  NA
## 403                                            Root Stock    2466 0.066  NA
## 404                                            Mind Games    2465 0.041  NA
## 405                                             Sous Chef    2433 0.082  NA
## 406                                          Dubbelicious    2418 0.065  NA
## 407                                            Psychopomp    2416 0.062  NA
## 408                                            Fat Paczki    2382    NA  NA
## 409                                    Earth-Like Planets    2381    NA  NA
## 410                                            Ski Patrol    2290 0.061  NA
## 411                                       Viking Ice Hole    2241 0.063  NA
## 412                                            Rye Porter    2240 0.056  NA
## 413                                  Wizard Burial Ground    2137 0.099  NA
## 414                                           Smoky Wheat    2101 0.051  NA
## 415                                                 BRIPA    2092 0.062  NA
## 416                                                  Mela    2091 0.062  NA
## 417                                        W.I.P.A Snappa    2086 0.053  NA
## 418                                     Pepper in the Rye    2023 0.063  NA
## 419                                           Moe Lasses'    2006 0.064  NA
## 420                                          Pumpkin Tart    1997 0.070  NA
## 421                                            Undertaker    1977 0.067  NA
## 422                                     Undertaker (2014)    1976 0.067  NA
## 423                                              Coq D'Or    1974 0.050  NA
## 424                                          North French    1973 0.060  NA
## 425                                          Agent a Deux    1959 0.065  NA
## 426                                           Belgian Wit    1958 0.045  NA
## 427                                         Pothole Stout    1949 0.063  NA
## 428                                           Tree Bucket    1947 0.093  NA
## 429                                        Le Flaneur Ale    1785 0.073  NA
## 430                                     Maize & Blueberry    1651 0.056  NA
## 431                                  Trebuchet Double IPA    1443 0.093  NA
## 432                                         Contemplation    1352 0.065  NA
## 433                                          Black Rabbit    1267 0.050  NA
## 434                                                Zaison    1266 0.090  NA
## 435                                         Vivant Tripel    1178 0.082  NA
## 436                                 Tart Side of the Moon    1136 0.098  NA
## 437                                           Big Red Coq    1044 0.060  NA
## 438                      Hubris Quadrupel Anniversary Ale    1033 0.099  NA
## 439               Plow Horse Belgian Style Imperial Stout    1031 0.095  NA
## 440                                  Escoffier Bretta Ale     909 0.092  NA
## 441                                  Contemplation (2012)     873 0.065  NA
## 442            Vivant Belgian Style Imperial Stout (2012)     860 0.099  NA
## 443                                    Big Red Coq (2012)     677 0.062  NA
## 444                                         Zaison (2012)     671 0.090  NA
## 445                                  Vivant Tripel (2012)     670 0.092  NA
## 446                           Trebuchet Double IPA (2012)     669 0.097  NA
## 447                                                Kludde     627 0.085  NA
## 448                                             Farm Hand     387 0.055  NA
## 449                                              Solitude     385 0.060  NA
## 450                                              Triomphe     384 0.065  NA
## 451                                        Tampa Pale Ale    1096    NA  NA
## 452                                Orange Grove Wheat Ale    1095    NA  NA
## 453                                       Broad Brook Ale    2456 0.061  NA
## 454                             Northern Lights Amber Ale     921 0.050  15
## 455                                        Polar Pale Ale     920 0.052  17
## 456                                   Chugach Session Ale     919 0.048  NA
## 457                                       Fairweather IPA     648 0.061  64
## 458                                   East India Pale Ale    1279 0.068  47
## 459                                   Brooklyn Summer Ale     756 0.045  NA
## 460                                   East India Pale Ale     566 0.068  47
## 461                            Brooklyn Summer Ale (2011)     328 0.045  NA
## 462                               Brooklyn Lager (16 oz.)      66 0.052  NA
## 463                               Brooklyn Lager (12 oz.)      65 0.052  NA
## 464                     Tour de Nez Belgian IPA (Current)     538 0.080  NA
## 465                                  Roler Bock (Current)     504    NA  NA
## 466                             Black Adder IBA (Current)     383 0.073  85
## 467                            Very Noddy Lager (Current)      29 0.099  NA
## 468                           Tule Duck Red Ale (Current)      28 0.062  42
## 469                 Original Orange Blossom Ale (Current)      27 0.058  35
## 470                           Black Noddy Lager (Current)      26 0.052  40
## 471                              Cleveland Beer Week 2013    1627 0.053  NA
## 472                                        Painted Turtle    2552 0.045  NA
## 473                                                  1836    2125 0.060  40
## 474                                          Summer's Wit    2124 0.060  20
## 475                                          More Cowbell    2123 0.090 118
## 476                                         Wrath of Pele    2608 0.065  NA
## 477                                          Black Beer'd    2607 0.068  NA
## 478                                               Mr. Tea    2606 0.078  NA
## 479                                          Pale Alement    2478 0.055  40
## 480                                      Hopkick Dropkick    2471 0.099 115
## 481                                          Kreamed Corn    2470 0.060  NA
## 482                                             Coconoats    2464 0.065  NA
## 483                                            Joey Wheat    2160 0.068  16
## 484                                        3:33 Black IPA    2158 0.072  86
## 485                                                   MCA    2072 0.068  NA
## 486                                          Pale Alement    2054 0.055  40
## 487                                    Couch Select Lager    2196 0.050  14
## 488                         Mucho Aloha Hawaiian Pale Ale     668 0.056  36
## 489                              Heinnieweisse Weissebier      52 0.049  NA
## 490                                       Snapperhead IPA      51 0.068  NA
## 491                                     Moo Thunder Stout      50 0.049  NA
## 492                                     Porkslap Pale Ale      49 0.043  NA
## 493                                            Blackbeard    2657 0.093  NA
## 494                                              Rye Knot    2656 0.062  NA
## 495                                              Dead Arm    2655 0.060  NA
## 496                                       32°/50° Kölsch     2654 0.048  NA
## 497                                                HopArt    2653 0.077  NA
## 498                                              Boy King    2652 0.097  NA
## 499                                            Gran Sport    2252 0.052  NA
## 500                                    Horny Toad Cerveza    2214 0.053  25
## 501                                          Native Amber    2213 0.063  35
## 502                                                F5 IPA    1442 0.068 100
## 503                                   Native Amber (2013)     170 0.063  35
## 504                             Horny Toad Cerveza (2013)     169 0.053  25
## 505                               Hopportunity Knocks IPA    2315 0.068 100
## 506                                     Pilot Rock Porter    1808 0.060  NA
## 507                                      Caldera Pale Ale    1419 0.056  55
## 508                                       Lawnmower Lager     878 0.039  16
## 509                              Ashland Amber Ale (2009)     794 0.054  24
## 510                                    Caldera IPA (2009)     793 0.061  94
## 511                                    Caldera IPA (2007)     792 0.061  94
## 512                               Caldera Pale Ale (2010)     791 0.056  55
## 513                               Caldera Pale Ale (2009)     790 0.056  55
## 514                               Caldera Pale Ale (2005)     789 0.056  55
## 515                               Caldera Pale Ale (2007)     788 0.056  55
## 516                               Caldera Pale Ale (2011)      38 0.056  55
## 517                                     Ashland Amber Ale      37 0.054  24
## 518                                           Caldera IPA      36 0.061  94
## 519                                       Remain in Light    2257 0.050  NA
## 520                                   Flower Child (2014)    2256 0.065  NA
## 521                                      THP White (2006)     870    NA  NA
## 522                                      THP Amber (2006)     869    NA  NA
## 523                                      THP Light (2006)     868    NA  NA
## 524                                       THP Dark (2006)     867    NA  NA
## 525                                Imperial Pumpkin Stout    2068 0.099  43
## 526                                         Dead-Eye DIPA    2067 0.090 130
## 527                                       Fisherman's IPA    2066 0.055  64
## 528                                      Fisherman's Pils    2065 0.054  35
## 529                                      Fisherman's Brew    2064 0.055  30
## 530                                          Cape Cod Red    1928 0.055  35
## 531                                          Beach Blonde    1927 0.049  10
## 532                          Dark Voyage Black IPA (2013)    2227 0.065  80
## 533                                       Wisconsin Amber    2226 0.052  28
## 534                                            Lake House    2225 0.046  18
## 535                                  Ghost Ship White IPA    1954 0.056  55
## 536                                            Lake House    1910 0.046  18
## 537                                            Mutiny IPA    1177 0.062  70
## 538                                Wisconsin Amber (1998)     840 0.052  NA
## 539                                          Island Wheat     180 0.042  NA
## 540                                Wisconsin Amber (2013)      63 0.052  NA
## 541                                         U.S. Pale Ale      62 0.050  NA
## 542                                     Supper Club Lager      61    NA  NA
## 543                            Carolina Lighthouse (2007)     784 0.040  NA
## 544                                Carolina Blonde (2006)     783 0.050  NA
## 545                          Carolina Blonde Light (2005)     782 0.035  NA
## 546                                        Santa's Secret    2255 0.059  22
## 547                                          Flagship IPA     530 0.057  NA
## 548                                   Sky Blue Golden Ale     427 0.051  NA
## 549                                               Epitome    2094 0.099 100
## 550                              Monkey Chased the Weasel    1941 0.039   9
## 551                                                 077XX    1940 0.078  80
## 552                                             Boat Beer    1439 0.042  35
## 553                         Granny Smith Hard Apple Cider    1465 0.069  NA
## 554                                  Dry Hard Apple Cider    1464 0.069  NA
## 555                                Farmer Ted's Cream Ale    1744 0.056  NA
## 556                              Firewater India Pale Ale    1743 0.052  NA
## 557                                      White Zombie Ale    1742 0.047  NA
## 558                            King Winterbolt Winter Ale    1719 0.070  NA
## 559                                      White Zombie Ale     638 0.047  NA
## 560                              Firewater India Pale Ale     507 0.052  NA
## 561                      Farmer Ted's Farmhouse Cream Ale     480 0.056  NA
## 562                                          Whitecap Wit    1882 0.048  16
## 563                                   Seiche Scottish Ale    1881 0.078  16
## 564                              Peanut Butter Jelly Time    2446 0.058  NA
## 565                                          King Coconut    2106 0.054  NA
## 566                                            Gone A-Rye    2600 0.085  90
## 567                                       Special Release    2210    NA  NA
## 568                                           Dankosaurus    2052 0.068  70
## 569                                  Scruffy's Smoked Alt    1584 0.051  35
## 570                        Elliott's Phoned Home Pale Ale    1182 0.051  36
## 571                                       The Lawn Ranger    1050 0.050  18
## 572                               All American Blonde Ale    1219 0.050  NA
## 573                                  All American Red Ale    1218 0.050  NA
## 574                                 Main St. Virginia Ale    2377 0.050  40
## 575                                Chin Music Amber Lager    1839 0.045  24
## 576                                 Main St. Virginia Ale    1248 0.050  40
## 577                                    Ray Ray’s Pale Ale    1247 0.052  42
## 578                                              Chai Ale    1649 0.051  15
## 579                                         Lucky Day IPA    1648 0.072  85
## 580                               Terrace Hill Double IPA    1647 0.095  99
## 581                                              Catch 23    1646 0.075  77
## 582                                    Stickin' In My Rye    2057 0.070  NA
## 583                                        Black Me Stout    2056 0.060  45
## 584                                         Killer Kolsch    2055 0.050  22
## 585                                           Missile IPA    1933 0.070  65
## 586                                             Enlighten    2019 0.045  NA
## 587                                             Ale Cider    2018 0.065   8
## 588                                              Pail Ale    2017 0.055  30
## 589                                            Englishman    2016 0.045  NA
## 590                                              8 Barrel    2080 0.080  69
## 591                                           Oktoberfest    2079 0.055  40
## 592                                               IPA #11    2380 0.057  58
## 593                                    Blood Orange Honey    2379 0.057  10
## 594                                      Lighthouse Amber    2354 0.052  NA
## 595                       Bay of Bengal Double IPA (2014)    2440 0.089 126
## 596                          Churchkey Pilsner Style Beer     567 0.049  29
## 597                                           First Press    1342 0.050  NA
## 598                                           Magic Apple    1341 0.050  NA
## 599                                       Cubano Espresso    2349 0.055  25
## 600                                   Operation Homefront    2014 0.062  65
## 601                                     Wandering Pelican    2013 0.082  65
## 602                                            Sugar Plum    2012 0.055  NA
## 603                                           Oktoberfest    2011 0.055  NA
## 604                                 Puppy's Breath Porter    2010 0.060  NA
## 605                                         Happening Now    2009 0.045  NA
## 606                    Hopped on the High Seas (Hop #529)    1726 0.070  60
## 607                     Hopped on the High Seas (Calypso)    1725 0.070  60
## 608                        Wiregrass Post-Prohibition Ale    1695 0.063  NA
## 609       Dry-Hopped On The High Seas Caribbean-Style IPA    1694 0.070  60
## 610                       Hopped on the High Seas (Citra)    1693 0.070  60
## 611                     Hopped on the High Seas (Ahtanum)    1692 0.070  60
## 612                                             Gwar Beer    1369 0.055  NA
## 613                                     Tropical Heatwave    1243 0.052  NA
## 614                         Humidor Series India Pale Ale    1142 0.075  70
## 615                        Jai Alai IPA Aged on White Oak    1141 0.075  70
## 616                            José Martí American Porter    1140 0.080  65
## 617                                     Invasion Pale Ale    1139 0.050  NA
## 618                                      Maduro Brown Ale    1138 0.055  25
## 619                                      Maduro Brown Ale     571 0.055  25
## 620                              Hotter Than Helles Lager     570 0.050  NA
## 621                                      Tocobaga Red Ale     569 0.072  75
## 622                                          Jai Alai IPA     546 0.075  70
## 623                           Florida Cracker Belgian Wit     545 0.050  18
## 624                             Shark Tracker Light lager    2338 0.048  NA
## 625                                        Pumple Drumkin    1365 0.060  NA
## 626                                             Grey Lady    1094 0.045  NA
## 627                                       Summer of Lager     657 0.062  NA
## 628                                        Indie Pale Ale     656 0.065  NA
## 629                                   Sankaty Light Lager     359 0.038  NA
## 630                                 Whale's Tale Pale Ale      56 0.056  NA
## 631                                    Jacaranada Rye IPA    1772 0.067  60
## 632                                    Cascadian Dark Ale    1393 0.060  75
## 633                                      Wheat the People     893 0.044  13
## 634                                   Tybee Island Blonde    1407 0.047  17
## 635                                    Savannah Brown Ale    1406 0.062  55
## 636                                Rhode Island Blueberry    2438 0.046  11
## 637                                     Newport Storm IPA    2437 0.065  75
## 638                            Hurricane Amber Ale (2004)     751 0.052  24
## 639                                   Hurricane Amber Ale     120 0.052  24
## 640                                          Big Blue Van    2061 0.058  NA
## 641                                        Des Moines IPA     970 0.068  75
## 642                             Capital Gold Golden Lager     969 0.048  22
## 643                         Farmer John's Multi-Grain Ale     968 0.056  21
## 644                                              Behemoth    2351 0.050  NA
## 645                                          Arkansas Red    1650 0.052  NA
## 646                                    Core Oatmeal Stout    1337 0.057  NA
## 647                                              Core ESB    1336 0.061  NA
## 648                                 Chester's Beer (2005)     737 0.038  NA
## 649                                    Heiner Brau Kölsch     129 0.050  NA
## 650                                    Trigger Blonde Ale     716 0.048  NA
## 651                                Crabtree Oatmeal Stout     659 0.075  29
## 652                                     Eclipse Black IPA     556 0.077  71
## 653                                   Neomexicanus Native    2538 0.060  46
## 654                                              Old Soul    2355 0.075  25
## 655                                  Snowcat Coffee Stout    1689 0.059  NA
## 656                        WinterWonderGrass Festival Ale    1163    NA  NA
## 657                                        Boohai Red Ale     940    NA  NA
## 658                                         Lava Lake Wit     685 0.052  15
## 659                              Mountain Livin' Pale Ale     613 0.060  NA
## 660                              Crazy Mountain Amber Ale     356 0.052  25
## 661                                            Tropicalia    2029 0.065  65
## 662                                                Athena    2028 0.045  NA
## 663                              Aviator Raspberry Blonde    2293 0.049  25
## 664                                       3 Picket Porter    1105 0.055  NA
## 665                                   Rusty Nail Pale Ale    1104 0.056  NA
## 666                             Red Water Irish Style Red    2145 0.065  NA
## 667                                              Mjöllnir    1804 0.066  NA
## 668                              Bear Butte Nut Brown Ale    1602 0.055  NA
## 669                                Easy Livin' Summer Ale    1301 0.045  NA
## 670                                      Canyon Cream Ale     542 0.055  NA
## 671                                    Pile O'Dirt Porter     272 0.069  NA
## 672                                         11th Hour IPA     271 0.060  NA
## 673                                 South Ridge Amber Ale    1057 0.060  31
## 674                                        Summertime Ale     681 0.052  23
## 675                                 Lost River Blonde Ale    1789 0.049  NA
## 676                                           Monon Wheat    1788 0.054  NA
## 677                                         Floyd's Folly    1787 0.080  NA
## 678                                        Half Court IPA    1786 0.063  NA
## 679                                      Geary's Pale Ale    1763 0.045  NA
## 680                                    Geary's Summer Ale    1311 0.060  NA
## 681                                     Stone of Arbroath    2078 0.080  NA
## 682                                         The Tradition    1809 0.050  15
## 683                                        El Hefe Speaks    1263 0.053  11
## 684                                   Penn Quarter Porter    1092 0.055  NA
## 685                            On the Wings of Armageddon     851 0.092 115
## 686                                        The Corruption     186 0.065  80
## 687                                           The Citizen     185 0.070  NA
## 688                                            The Public     184 0.060  NA
## 689                                              Dank IPA    1224 0.065  NA
## 690                                       Dank IPA (2012)     964 0.065  NA
## 691                                          Lift Off IPA    1623 0.072  NA
## 692                          BrewFarm Select Golden Lager     110 0.055  NA
## 693                            Sprocket Blonde Ale (2006)    1735 0.050  NA
## 694                              Sprocket Pale Ale (2006)    1734 0.050  NA
## 695                              Dead Armadillo Amber Ale    1746 0.063  37
## 696                                         Neato Bandito    2371 0.060  NA
## 697                                  Oak Cliff Coffee Ale    2251 0.075  33
## 698                              Dream Crusher Double IPA    2166 0.085 100
## 699                                   Deep Ellum Pale Ale    1827 0.060  NA
## 700                                    Double Brown Stout    1203 0.070  NA
## 701                                         Farmhouse Wit    1202 0.048  25
## 702                                Rye Pils Session Lager    1161 0.046  NA
## 703                                         Dallas Blonde     946 0.052  23
## 704                                        Deep Ellum IPA     943 0.070  70
## 705                       Thrasher Session India Pale Ale    1886 0.045  44
## 706                          Gutch English Style Mild Ale    1885 0.050  16
## 707                                           Chuli Stout    1213 0.059  55
## 708                                            Mother Ale    1159 0.056  46
## 709                          Twister Creek India Pale Ale     947 0.065  71
## 710                                     Single Engine Red     929 0.058  46
## 711                                  Incredible Pedal IPA    1944 0.070  NA
## 712                                 Graham Cracker Porter    1943 0.050  NA
## 713                                  Mirror Pond Pale Ale    1210 0.050  40
## 714                                         Weissenheimer    2550 0.052  16
## 715                               Abbey's Single (2015- )    2505 0.049  22
## 716                                            Vertex IPA    2025 0.063  76
## 717                                     Here Gose Nothin'    2021 0.050  12
## 718                                     Strawberry Blonde    2015 0.050  NA
## 719                                   Hoperation Overload    1888 0.096  85
## 720                          Abbey's Single Ale (Current)    1887 0.049  22
## 721                                      Bravo Four Point    2051 0.044  45
## 722                                 Striped Bass Pale Ale    1201 0.052  26
## 723                                      Deadicated Amber     924 0.054  27
## 724                       Kaleidoscope Collaboration 2012     731    NA  NA
## 725                           California Sunshine Rye IPA     730 0.071  85
## 726                                  Full Boar Scotch Ale     647 0.074  12
## 727                                       12 Man Pale Ale    1773 0.045  NA
## 728                                    Filthy Hoppin' IPA    1795 0.065  72
## 729                         Dock Street Amber Beer (1992)     944    NA  NA
## 730                              Dolores River Hefeweizen     524    NA  NA
## 731                                     Dolores River ESB     450    NA  NA
## 732                          Snaggletooth Double Pale Ale     449    NA  NA
## 733                                Dolores River Pale Ale     448    NA  NA
## 734                               Dolores River Dry Stout     447    NA  NA
## 735                                    Dolores River Mild     446    NA  NA
## 736                                       Cranberry Blend    1246 0.049  NA
## 737                                         Orignal Blend     977 0.051  NA
## 738                                       Hop Abomination     881 0.066 100
## 739                                        Apricot Blonde     880 0.051  17
## 740                                   Dry Dock Hefeweizen     872 0.043  12
## 741                                    Dry Dock Amber Ale     871 0.058  49
## 742                                        Category 3 IPA    1685 0.061  64
## 743                              Dundee Summer Wheat Beer     457 0.045  18
## 744                                     Pumpkin Patch Ale    1590 0.050  NA
## 745                                      Crank Yanker IPA    1382 0.078  74
## 746                                River Runners Pale Ale    1110 0.060  NA
## 747                              Pumpkin Patch Ale (2012)    1014 0.050  NA
## 748                        Mountain Fairy Raspberry Wheat     911 0.055  NA
## 749                                           Boater Beer     680 0.045  NA
## 750                               Crank Yanker IPA (2011)     395 0.078  74
## 751                              Bleeding Buckeye Red Ale    1642 0.057  NA
## 752                                  Dottie Seattle Lager     673 0.049  25
## 753                           Nut Sack Imperial Brown Ale    1107 0.070  NA
## 754                                         Underachiever    1039 0.050  NA
## 755                            Lil' Brainless Raspberries    2477 0.052  NA
## 756                                            Element 29    2008 0.052  NA
## 757                                          Hop Syndrome    2004 0.050  NA
## 758                                    Escape to Colorado    2003 0.062  NA
## 759                 Little Sister India Style Session Ale    2292 0.043  60
## 760                                       Country Boy IPA    1504 0.062  80
## 761                                          Blonde Czich    2604 0.049  23
## 762                                          White Reaper    2432 0.070  61
## 763                                            Bobblehead    2431 0.051  NA
## 764                                             Lucky Dog    2430 0.052  NA
## 765                                                Voodoo    2429 0.048  NA
## 766                         General George Patton Pilsner    1967 0.054  48
## 767                                         Nomader Weiss    2283 0.040  NA
## 768                                          Molotov Lite    2248 0.085  NA
## 769                       Hipster Ale (Two Roads Brewing)    1287 0.055  NA
## 770                                           Bikini Beer    1286 0.027  NA
## 771                       Hipster Ale (Westbrook Brewing)     640 0.055  NA
## 772                                   Iron Horse Pale Ale    1722 0.050  32
## 773                                     Stone's Throw IPA    1435 0.045  19
## 774                           Wood Chipper India Pale Ale    1434 0.067  70
## 775                                            Trail Head    2089 0.063  55
## 776                             Hop Stalker Fresh Hop IPA    2088 0.070  80
## 777                                 Sudice American Stout    1455 0.070  58
## 778                         Parcae Belgian Style Pale Ale    1454 0.050  20
## 779                                      Norns Roggenbier    1453 0.050  20
## 780                               Laimas Kölsch Style Ale    1452 0.050  20
## 781                                 Moirai India Pale Ale    1451 0.070  70
## 782                                          Loki Red Ale    2191 0.075  53
## 783                                       Peaches & Cream    1731 0.046  NA
## 784                         Quaff India Style Session Ale    1022 0.051  NA
## 785                                   Loki Red Ale (2013)     895 0.075  53
## 786                                  Mjolnir Imperial IPA     682 0.069  NA
## 787                                 Fearless Scottish Ale     112 0.050  NA
## 788                                            Mastermind    2289 0.081  NA
## 789                                            Hyzer Flip    2027 0.082  NA
## 790                                         Second Fiddle    1929 0.082  80
## 791                                          Hodad Porter    1858 0.055  30
## 792                                      Weiss Weiss Baby    2591 0.045  NA
## 793                                         Czech Yo Self    2590 0.055  45
## 794                                               FMB 101    1968 0.048  20
## 795                                      Hardcore Chimera    1981 0.090  NA
## 796                                           Sobek & Set    1664 0.080  80
## 797                                        Nuclear Winter    1663 0.086  NA
## 798                            Wet Hot American Wheat Ale    1662 0.050  22
## 799                                   Secret Stache Stout     941 0.053  NA
## 800                                       Fascist Pig Ale     935 0.080  72
## 801                                   Cut Throat Pale Ale     809 0.055  NA
## 802                                        Threadless IPA     481 0.075  NA
## 803                            Cut Throat Pale Ale (2011)     351 0.055  NA
## 804                                Golden Wing Blonde Ale     350 0.047  NA
## 805                                             Easy Jack    2569 0.045  47
## 806                                            Union Jack    2463 0.075  75
## 807                                             Pivo Pils    2462 0.053  NA
## 808                                        805 Blonde Ale    1957 0.047  NA
## 809                                                   805    1733 0.047  20
## 810                                              Deflator    2624 0.065  NA
## 811                                 Hinchtown Hammer Down    2284 0.050  27
## 812                                        Half Cycle IPA    1610 0.060 104
## 813                                    Inclined Plane Ale     520    NA  NA
## 814                                        Moped Traveler    2554 0.055  NA
## 815                                         Snake Dog IPA     608 0.071  60
## 816                               Underdog Atlantic Lager     607 0.047  28
## 817                                        Flying Mouse 8    2567 0.040  NA
## 818                                        Flying Mouse 4    2566 0.070  70
## 819                        La Ferme Urbaine Farmhouse Ale    1899 0.078  NA
## 820                                          Backyahd IPA     983 0.060  NA
## 821                               Raincloud Robust Porter     982 0.065  NA
## 822                          Barstool American Golden Ale     981 0.045  NA
## 823                                   What the Butler Saw    2111 0.050  18
## 824                                     1916 Shore Shiver    2110 0.069  65
## 825                                             Quick WIT    2172 0.052  NA
## 826                                          The Optimist    2171 0.062  NA
## 827                                   Suicide Squeeze IPA    1911 0.045  NA
## 828                                          Java the Hop    1803 0.065  NA
## 829                              Next Adventure Black IPA    1566 0.062  NA
## 830                                      3-Way IPA (2013)    1515 0.067  NA
## 831                             Tender Loving Empire NWPA    1214 0.058  NA
## 832                            Quick Wit Belgianesque Ale     674 0.052  NA
## 833                              Sunrise Oatmeal Pale Ale     562 0.055  NA
## 834                                        Cavatica Stout     552 0.088  NA
## 835                                            1811 Lager     319 0.051  NA
## 836                                            Vortex IPA     318 0.074  97
## 837                                         Fort Pitt Ale    2322    NA  NA
## 838                                                  Park    2661 0.047  19
## 839                                             Westfalia    2660 0.056  16
## 840                                                   KSA    2659 0.046  17
## 841                                              Villager    2658 0.063  42
## 842                                         Dirty Bastard    2625 0.085  50
## 843                                        Centennial IPA    1565 0.072  65
## 844                                           All Day IPA    1223 0.047  42
## 845                                        El Chingon IPA    1874 0.076  73
## 846                             Block Party Robust Porter    1873 0.057  40
## 847                                            Local Buzz    1872 0.052  20
## 848                                Feel Like Maplin' Love    2613 0.055  NA
## 849                                         Father's Beer    2612 0.050  NA
## 850                                              The 26th    2611 0.060  NA
## 851                                            The Gadget    2610 0.064  90
## 852                                      Leprechaun Lager    1657 0.040  NA
## 853                                         Sunbru Kölsch    2309 0.052  17
## 854                        Kilt Lifter Scottish-Style Ale    1635 0.060  21
## 855                                        Pumpkin Porter    1616 0.051  NA
## 856                                  Four Peaks Peach Ale    1585 0.042   9
## 857                                          Hop Knot IPA     358 0.067  47
## 858                 Kilt Lifter Scottish-Style Ale (2009)     179 0.060  21
## 859                                         Sunbru Kölsch     178 0.052  NA
## 860                            Four String Vanilla Porter    2428 0.060  NA
## 861                                Suncaster Summer Wheat    2427 0.050  28
## 862                                Brass Knuckle Pale Ale    2425 0.057  36
## 863                                    Big Star White IPA    2424 0.070  70
## 864                                           Old Detroit    1998 0.056  NA
## 865                                          Batch 69 IPA    1556 0.069  69
## 866                           Twisted Helles Summer Lager    1208 0.055  18
## 867                                         OktoberFiesta    2527 0.053  27
## 868                                             Texicali     2526 0.065  33
## 869                                        Pinata Protest    2525 0.060  NA
## 870                                      Bat Outta Helles    2524 0.042  20
## 871                                              Original    2523 0.068  NA
## 872                                               Rye Wit    2522 0.042  10
## 873                                            Soul Doubt    2521 0.059  70
## 874                                    Yo Soy Un Berliner    2520 0.044   5
## 875                  77 Fremont Select Spring Session IPA    1174 0.040  NA
## 876                              Fremont Organic Pale Ale    1116 0.045  NA
## 877                                        Abominable Ale     994 0.080  NA
## 878                                           Harvest Ale     901 0.065  35
## 879                                    Fremont Summer Ale     875 0.065  45
## 880                                   Universale Pale Ale     858 0.056  30
## 881                                        Interurban IPA     857 0.065  80
## 882                              Gateway Kolsch Style Ale    1300 0.053  32
## 883                               Wee-Heavy-Er Scotch Ale    1260 0.070  24
## 884                                         13 Rebels ESB    1259 0.052  42
## 885                                       Salamander Slam    2254 0.070  73
## 886                                          Cack-A-Lacky    1658 0.050  NA
## 887                                           No Wake IPA    2077 0.072  50
## 888                                      Boathouse Blonde    2076 0.049  15
## 889                                           Cedar Point    2075 0.050  26
## 890                                       Clean Shave IPA    2426 0.067  70
## 891                                     Might As Well IPL    2045 0.072  75
## 892                                   Saison Pamplemousse    1960 0.058  35
## 893                                              2020 IPA    1777 0.074  74
## 894                                  Wolf Among Weeds IPA    1698 0.080  70
## 895                                    Better Weather IPA    1641 0.094  92
## 896                                     Point the Way IPA    1490 0.059  60
## 897                                Golden Road Hefeweizen    1489 0.046  15
## 898                                      Heal the Bay IPA    1399 0.068  65
## 899                                     Point the Way IPA    1296 0.059  60
## 900                                       Cabrillo Kölsch    1034 0.050  NA
## 901                                Get Up Offa That Brown     991 0.055  20
## 902                               Burning Bush Smoked IPA     750 0.080  70
## 903                           Wolf Among Weeds IPA (2012)     749 0.080  70
## 904                              Point the Way IPA (2012)     549 0.059  60
## 905                         Golden Road Hefeweizen (2012)     548 0.046  15
## 906                                        Vanilla Porter    2587 0.070  11
## 907                                         Descender IPA    1109 0.070  70
## 908                                  Sweet As Pacific Ale    1108 0.060  18
## 909                                  Good People Pale Ale    1000 0.056  36
## 910                              Snake Handler Double IPA     312 0.093 103
## 911                                  Coffee Oatmeal Stout     311 0.060  54
## 912                                       Good People IPA     309 0.060  64
## 913                        Good People American Brown Ale     308 0.058  36
## 914                              Mountain Rescue Pale Ale    2205 0.055  40
## 915                           Goose Island India Pale Ale    2198 0.059  55
## 916                                    312 Urban Pale Ale    2457 0.054  30
## 917                                    312 Urban Pale Ale    2202 0.054  30
## 918                                   312 Urban Wheat Ale    2201 0.042  18
## 919                                   312 Urban Wheat Ale    1829 0.042  18
## 920                            312 Urban Wheat Ale (2012)     581 0.042  20
## 921                                         Beaver Logger    1383 0.052  19
## 922                                     White Water Wheat     477 0.050  NA
## 923                         Grand Canyon American Pilsner     476 0.052  NA
## 924                         Grand Canyon Sunset Amber Ale     143 0.054  NA
## 925                             Black Iron India Pale Ale     142    NA  NA
## 926                        Monarch Classic American Wheat    2129 0.043  21
## 927                       Sir William's English Brown Ale    2127 0.049  21
## 928                                 Lakefire Rye Pale Ale    2126 0.055  35
## 929                                Beer Agent Re-Ignition    2303 0.053  22
## 930                                            Cherry Ale    1990 0.057  18
## 931                    Bourbon Barrel Aged Coconut Porter    1702 0.056  33
## 932                                    Great Crescent IPA    1701 0.062  60
## 933                                          Aurora Lager    1700 0.057  27
## 934                             Great Crescent Blonde Ale    1699 0.053  22
## 935                         Great Crescent Coconut Porter    1269 0.056  33
## 936                      Great Crescent Oktoberfest Lager     930 0.057  25
## 937                              Great Crescent Brown Ale     649 0.045  36
## 938                                        Cherry Ale (1)     639 0.057  18
## 939                                   Aurora Lager (2011)     626 0.057  27
## 940                           Frosted Fields Winter Wheat     615 0.060  25
## 941                      Great Crescent Belgian Style Wit     478 0.051  13
## 942                                Bourbon's Barrel Stout     455 0.075  65
## 943                                  Great Crescent Stout     442 0.080  66
## 944                  Great Crescent Coconut Porter (2012)     441 0.056  33
## 945                             Great Crescent Dark Lager     440 0.057  23
## 946                               Great Crescent Mild Ale     439 0.042  26
## 947                             Great Crescent IPA (2011)     436 0.062  60
## 948                      Great Crescent Blonde Ale (2011)     389 0.053  22
## 949                 Denver Pale Ale (Artist Series No. 1)    2650 0.050  NA
## 950                                       Hibernation Ale    2649 0.087  NA
## 951                                            Whitewater    2648 0.061  NA
## 952                                                Rumble    2647 0.071  NA
## 953                                              Orabelle    2646 0.083  NA
## 954                                                 Lasso    2645 0.050  NA
## 955                                  Yeti  Imperial Stout    2644 0.095  75
## 956                                               Colette    2643 0.073  NA
## 957                                             Titan IPA    2642 0.071  NA
## 958        Black Star Double Hopped Golden Lager (24 oz.)     404 0.045  15
## 959        Black Star Double Hopped Golden Lager (12 oz.)     164 0.045  15
## 960                                         Commotion APA    1923 0.052  49
## 961                             Southern Drawl Pale Lager    1922 0.052  NA
## 962                                   Chickawawa Lemonale    1604 0.050   5
## 963                                    Barrel Aged Farmer    1574 0.070  22
## 964                                Great River Golden Ale    1446 0.048  NA
## 965                            Dirty Blonde Chocolate Ale    1275 0.048  NA
## 966                                          Dos Pistolas    1244 0.048  20
## 967                             Owney Irish Style Red Ale    1064 0.050  30
## 968                                       Aaah Bock Lager    1028 0.060  NA
## 969                                        Widespread Wit     865 0.055  10
## 970                                    Roller Dam Red Ale     864 0.054  30
## 971                                          483 Pale Ale     863 0.053  48
## 972                Hop A Potamus Double Dark Rye Pale Ale     672 0.090  99
## 973                                      Farmer Brown Ale     655 0.070  22
## 974                                          Big Cock IPA     540 0.070  70
## 975                                           Oktoberfest     539 0.059  25
## 976      40th Annual Bix Street Fest Copper Ale (Current)     517 0.048  25
## 977                                         Redband Stout     371 0.060  36
## 978                                   483 Pale Ale (2010)     190 0.053  48
## 979                             Roller Dam Red Ale (2010)     189 0.054  30
## 980                                  Pablo Beach Pale Ale    1106 0.050  30
## 981                                   Wild Trail Pale Ale    2314 0.057  44
## 982                                     Mothman Black IPA    2313 0.067  71
## 983                                Autumn Winds Fest Beer    2461 0.058  NA
## 984                                    Captain's Daughter    2044 0.085  69
## 985                                          Autumn Winds    1567 0.058  NA
## 986                           Flying Jenny Extra Pale Ale    1505 0.060  54
## 987                            Hazy Day Belgian-Style Wit    1186 0.040  20
## 988                       Bring Back the Beach Blonde Ale    1185 0.055  NA
## 989                         Leaning Chimney Smoked Porter     984 0.060  34
## 990                    Flying Jenny Extra Pale Ale (2012)     693 0.060  54
## 991                                          Flagship Ale     631 0.049  22
## 992                                          Mr. Blue Sky    2375 0.045   6
## 993                                            3 Scrooges    2143 0.065  NA
## 994                                     Screamin’ Pumpkin    2142 0.050  25
## 995                             Grand Trunk Bohemian Pils    2141 0.050  35
## 996                                               El Rojo    2140 0.065  25
## 997                                Norm's Raggedy Ass IPA    2139 0.075  NA
## 998                                            Grind Line    2138 0.050  35
## 999                                    Norm's Gateway IPA    2007 0.040  55
## 1000                                  Lemon Shandy Tripel    1570 0.090  NA
## 1001                                       Little Red Cap    2339 0.063  43
## 1002                                       Supergoose IPA    1857 0.069  67
## 1003                             Hale's Pale American Ale    1440 0.047  NA
## 1004                                           Heyoka IPA    1753 0.070  NA
## 1005                                          Guest Lager    1448 0.080  NA
## 1006                                         Pony Pilsner    1134 0.057  NA
## 1007                      Akari Shogun American Wheat Ale    1066 0.055  NA
## 1008                                            Meat Wave     849 0.060  NA
## 1009                                             Over Ale     352 0.060  NA
## 1010                                  Gossamer Golden Ale     149 0.042  NA
## 1011                                Daisy Cutter Pale Ale     148 0.052  NA
## 1012                                              Pursuit    2026 0.070  40
## 1013                                 Half Full Bright Ale    1361 0.052  18
## 1014                                         Orange Wheat    1016 0.046  17
## 1015                               Hangar 24 Helles Lager    1015 0.043  14
## 1016                                     The Great Return    1677 0.075  70
## 1017                                  Hardywood Cream Ale    1331 0.044  18
## 1018                               Capital Trail Pale Ale    1270 0.056  55
## 1019                                       UFO Gingerland    2059 0.052  15
## 1020                              The Long Thaw White IPA    1653 0.062  45
## 1021                                          Honey Cider    1558 0.048  NA
## 1022                                  Harpoon Summer Beer    1380 0.050  28
## 1023                                          Harpoon IPA    1379 0.059  42
## 1024                                          UFO Pumpkin    1340 0.059  20
## 1025                                  Harpoon Octoberfest    1313 0.055  30
## 1026                                   Harpoon IPA (2012)     770 0.059  42
## 1027                           Harpoon Summer Beer (2012)     769 0.050  28
## 1028                                            UFO White     610 0.048  10
## 1029                           Harpoon Summer Beer (2010)     192 0.050  28
## 1030                                   Harpoon IPA (2010)     126 0.059  42
## 1031                          Great Falls Select Pale Ale     506    NA  NA
## 1032                                        Beltian White     181 0.048  NA
## 1033                                    Kaua'i Golden Ale    2183 0.049  NA
## 1034                                         Sunset Amber    2182 0.054  NA
## 1035                                       Hapa Brown Ale    2181 0.064  NA
## 1036                                       Hapa Brown Ale    2180 0.064  NA
## 1037                                       Southern Cross    2179 0.083  NA
## 1038                                             Groupe G    1895 0.076  65
## 1039                              Pt. Bonita Rustic Lager    1894 0.062  40
## 1040                                   Hill 88 Double IPA    1893 0.088  77
## 1041                                         Loose Cannon     990 0.072  45
## 1042                                      AARGHtoberfest!     989 0.060  30
## 1043                                     Davy Jones Lager     988 0.060  NA
## 1044                                              Grazias    1351 0.063  30
## 1045                                          Habitus IPA    1346 0.080  86
## 1046                         Ex Umbris Rye Imperial Stout     904 0.099  85
## 1047                                       The Golden One    2295 0.063  21
## 1048                                    The Power of Zeus    2294 0.070  68
## 1049                               Tonganoxie Honey Wheat     824 0.044  22
## 1050              Oregon Trail Unfiltered Raspberry Wheat     616 0.045  NA
## 1051                                    Annie's Amber Ale      96 0.055  NA
## 1052                                        The 12th Can™    1615 0.045  32
## 1053                                      Hilliard's Pils     889 0.055  34
## 1054                                    Hilliard's Blonde     724 0.049  20
## 1055                                 Hilliard's Amber Ale     497 0.055  60
## 1056                                    Hilliard's Saison     496 0.066  30
## 1057                                  White Cap White IPA    1652 0.042  NA
## 1058                                            Provision    1835 0.042  25
## 1059                                        One Nut Brown    1834 0.047  28
## 1060                                         Hop Farm IPA    1833 0.058  45
## 1061                                      Double D Blonde    2195 0.049  20
## 1062                                  Festeroo Winter Ale    1605 0.078  60
## 1063                                          Proxima IPA    1543 0.063  70
## 1064                               Double D Blonde (2013)    1390 0.049  20
## 1065                                   541 American Lager    1354 0.048  13
## 1066                                       Alphadelic IPA    1353 0.065  90
## 1067                                Alphadelic IPA (2011)     499 0.065  90
## 1068                               Double D Blonde (2011)     498 0.049  20
## 1069                           Green House India Pale Ale    1501 0.070  NA
## 1070                                The One They Call Zoe    1004 0.051  NA
## 1071                                           Alteration     502 0.051  40
## 1072                                             Pale Dog     501 0.060  50
## 1073                                       Porter Culture    2357 0.065  NA
## 1074                                           Hard Cider    2483 0.068  NA
## 1075                                       Totally Radler    2482 0.027  21
## 1076                                      Nonstop Hef Hop    2400 0.039  20
## 1077                                      Nonstop Hef Hop    2399 0.039  20
## 1078                                      Nonstop Hef Hop    2398 0.039  20
## 1079                                      Nonstop Hef Hop    2397 0.039  20
## 1080                                      Nonstop Hef Hop    2396 0.039  20
## 1081                                      Nonstop Hef Hop    2395 0.039  20
## 1082                                      Nonstop Hef Hop    2394 0.039  20
## 1083                                      Nonstop Hef Hop    2393 0.039  20
## 1084                                      Nonstop Hef Hop    2392 0.039  20
## 1085                                      Nonstop Hef Hop    2391 0.039  20
## 1086                                      Nonstop Hef Hop    2390 0.039  20
## 1087                                      Nonstop Hef Hop    2389 0.039  20
## 1088                                          Rise Up Red    2388 0.058  60
## 1089                                       Survival Stout    2200 0.058  35
## 1090                                         Hopworks IPA    2199 0.066  75
## 1091                                Abominable Winter Ale    2193 0.073  70
## 1092                          Pigwar White India Pale Ale    1398 0.060  60
## 1093                                   Rise-Up Red (2014)    1085 0.058  60
## 1094                         Abominable Winter Ale (2012)     916 0.073  70
## 1095                                            HUB Lager     658 0.051  32
## 1096                                  Hopworks IPA (2012)     653 0.066  75
## 1097                                     Watermelon Wheat    2385 0.056  NA
## 1098                                  Laka Laka Pineapple    2384 0.051  17
## 1099                                          Oktoberfest    2383 0.060  NA
## 1100                                 Trail Maker Pale Ale    1251 0.065  NA
## 1101                                     Action Man Lager    1250 0.055  NA
## 1102                                      Let It Ride IPA    1903 0.068  90
## 1103                                Stir Crazy Winter Ale    1691 0.065  22
## 1104                                Sweet Yamma Jamma Ale    1555 0.050  10
## 1105                               Shenanigans Summer Ale    1115 0.046  27
## 1106                                       Midnight Ryder     729 0.065  80
## 1107                                 Day Tripper Pale Ale     728 0.054  45
## 1108                                        Oklahoma Suks    2350 0.048  32
## 1109                                        Power & Light    2301 0.055  42
## 1110                                        White Rabbit     1904 0.059  27
## 1111                                              Tribute    2609 0.058  58
## 1112                                         Infamous IPA    2038 0.070  75
## 1113                                               Hijack    1774 0.055  20
## 1114                                 Jon Boat Coastal Ale     559 0.045  20
## 1115                                             I-10 IPA     558 0.068  55
## 1116                                    People's Pale Ale     553 0.053  28
## 1117                                           Summer Ale    2376 0.049  NA
## 1118                                     Appreciation Ale    1784    NA  NA
## 1119                                          House Lager    2673 0.052  18
## 1120                                         Leisure Time    2672 0.048  15
## 1121                                           Excess IPL    2671 0.072  80
## 1122                                       Hoponius Union    2670 0.067  65
## 1123                                             Calyptra    2669 0.049  45
## 1124                                        Helen's Blend    1405 0.050  NA
## 1125                                    Jack's Hard Cider     823 0.051  NA
## 1126                                          Thunder Ann    1793 0.055  37
## 1127                                           Razz Wheat    2453 0.055  NA
## 1128                                             Hop Ryot    2363 0.065  NA
## 1129                                      Mystic Mama IPA     689 0.070  NA
## 1130                                    Firefly Amber Ale     688 0.050  NA
## 1131                      Chomolungma Honey Nut Brown Ale     687 0.067  NA
## 1132                                  Welcome to Scoville    2408 0.069  NA
## 1133                                              Bastian    2595    NA  NA
## 1134                                              Healani    2480 0.045  NA
## 1135                          Yabba Dhaba Chai Tea Porter    1525 0.055  NA
## 1136                       A Capella Gluten Free Pale Ale    1524 0.055  NA
## 1137                                   Casper White Stout    1523 0.060  NA
## 1138                          JP's Ould Sod Irish Red IPA    1254 0.060  NA
## 1139                                            Weize Guy    2060 0.050  15
## 1140                             Fox Tail Gluten Free Ale     469 0.050  50
## 1141                                 Hop Box Imperial IPA     468 0.093  90
## 1142                          Joseph James American Lager     467 0.052  15
## 1143                                       Sucha Much IPA    2163 0.071  NA
## 1144                        Lewbricator Wheat Dopplebock     2162 0.075  24
## 1145                                  Weisse Versa (2012)    2374 0.052  16
## 1146                                      Mother in Lager    1560 0.058  25
## 1147                             Weekend Warrior Pale Ale    1557 0.055  40
## 1148                                     Karbachtoberfest    1458 0.055  25
## 1149                   Love Street Summer Seasonal (2014)    1235 0.047  20
## 1150                                   Barn Burner Saison    1068 0.066  20
## 1151                               Rodeo Clown Double IPA     666 0.095  85
## 1152                               Sympathy for the Lager     465 0.049  45
## 1153                                         Weisse Versa     464 0.052  15
## 1154                             Hopadillo India Pale Ale     463 0.066  70
## 1155                                KelSo Nut Brown Lager    1678 0.057  19
## 1156                                 KelSo India Pale Ale    1572 0.060  64
## 1157                                        KelSo Pilsner    1348 0.055  23
## 1158                                  Skilak Scottish Ale    1193 0.058  NA
## 1159                      Peninsula Brewers Reserve (PBR)    1187 0.050  15
## 1160                                    Sunken Island IPA     349 0.068  NA
## 1161                           Skilak Scottish Ale (2011)     348 0.058  NA
## 1162                         Cold Smoke Scotch Ale (2007)     760 0.065  11
## 1163                               Double Haul IPA (2009)     759 0.065  65
## 1164                               Double Haul IPA (2006)     758 0.065  65
## 1165                                    Eddy Out Pale Ale      87 0.055  50
## 1166                                      Double Haul IPA      86 0.065  65
## 1167                                Cold Smoke Scotch Ale      85 0.065  11
## 1168                                        U. P. Witbier    2472    NA  NA
## 1169                               November Gale Pale Ale     779    NA  NA
## 1170                           Olde Ore Dock Scottish Ale     364    NA  NA
## 1171                                Widow Maker Black Ale      60    NA  NA
## 1172                                Lift Bridge Brown Ale      59    NA  NA
## 1173                                  Pick Axe Blonde Ale      58    NA  NA
## 1174                                 Red Jacket Amber Ale      57    NA  NA
## 1175                                            Amber Ale    2436 0.051  NA
## 1176                                  King Street Pilsner    1706 0.055  NA
## 1177                                      King Street IPA    1667 0.060  70
## 1178                               King Street Hefeweizen    1666 0.057  10
## 1179                               King Street Blonde Ale    1665 0.049  NA
## 1180                                       India Pale Ale    2460 0.063  65
## 1181                                     Blackberry Wheat    2459 0.048  11
## 1182                               Longboard Island Lager    1274 0.046  18
## 1183                               Longboard Island Lager    1220 0.046  18
## 1184                               Longboard Island Lager    1070 0.046  18
## 1185                               Longboard Island Lager     590 0.046  18
## 1186                                     Choc Beer (2003)     781 0.040   9
## 1187              Bellingham Beer Week 2013 Collaboration    1637 0.080  NA
## 1188                                     A Slice of Hefen    1741 0.054  15
## 1189                                         Elevated IPA     664 0.072 100
## 1190                               Rumspringa Golden Bock     392 0.066  30
## 1191                        Lancaster German Style Kölsch     195 0.048  28
## 1192                                        Beach Cruiser    2547 0.045  NA
## 1193                                             I.P. Eh!    2493 0.068  NA
## 1194                                    Schoolhouse Honey    2492 0.050  NA
## 1195                             10 Degrees of Separation    2491 0.055  NA
## 1196                               Laughing Dog Cream Ale    2108 0.050  12
## 1197                                        Two-One Niner    1397 0.048   9
## 1198                                     Laughing Dog IPA    1396 0.064  66
## 1199                                          Madra Allta    1675 0.064  95
## 1200                              Duluchan India Pale Ale    1249 0.056  70
## 1201                           Lazy Monk Bohemian Pilsner    1445 0.050  NA
## 1202                               Yellowstone Golden Ale     475 0.051  NA
## 1203                                       Tumbleweed IPA     474 0.057  NA
## 1204                              Lewis & Clark Amber Ale     473 0.050  NA
## 1205                              Miner's Gold Hefeweizen     472 0.050  NA
## 1206                            Back Country Scottish Ale     471 0.057  NA
## 1207                                              Getaway    2036 0.052  30
## 1208                                     Farm Girl Saison    1168 0.060  30
## 1209                                         Adam's Stout    1832 0.058  40
## 1210                                        American Hero    1688 0.057  42
## 1211                                          Schweet Ale    1687 0.052  20
## 1212                                     Irregardless IPA    1686 0.065  75
## 1213                                       Peach Pale Ale    2434 0.057  40
## 1214                                         Deadeye Jack    2332 0.060  NA
## 1215                                      Pistols at Dawn    2330 0.075  NA
## 1216                                  Peacemaker Pale Ale    2329 0.057  47
## 1217                                        Shotgun Betty    2327 0.058  11
## 1218                                          Sweet Josie    2326 0.061  30
## 1219                                       Long Trail IPA    1926 0.059  42
## 1220                                       Long Trail Ale    1924 0.046  30
## 1221                                           Double Bag    1090 0.072  33
## 1222                                     Blackbeary Wheat     574 0.040   8
## 1223                                   Long Trail Ale (1)     573 0.046  30
## 1224                                                 Gose    2584 0.046   8
## 1225                                      Vermont Pilsner    2583 0.048  20
## 1226                                Mosaic Single Hop IPA    2582 0.055  NA
## 1227                                          Lost Galaxy    2581 0.045  NA
## 1228                                       Face Plant IPA    1309 0.062  65
## 1229                                Rhino Chasers Pilsner    1308 0.056  55
## 1230                                      Slow Hand Stout    1571 0.052  29
## 1231                                       Hips Don't Lie    1204 0.062  NA
## 1232                                  Ride Again Pale Ale    1122 0.052  NA
## 1233                                The Farmer's Daughter     700 0.048  NA
## 1234                                              Pub Ale    2033 0.038  18
## 1235                                     Ballistic Blonde    2032 0.051  31
## 1236                                          Knotty Pine    2311 0.054  NA
## 1237                                   Lumberyard Pilsner    1153 0.053  20
## 1238                                       Lumberyard IPA     355 0.061  NA
## 1239                                   Lumberyard Red Ale     125 0.058  NA
## 1240                     Mac's Highlander Pale Ale (2000)     962 0.050  NA
## 1241                Mac's Scottish Style Amber Ale (2000)     961 0.051  32
## 1242                                   Macon Progress Ale    1475 0.050  NA
## 1243                                    Macon History Ale    1008 0.055  NA
## 1244                                          Galaxy High    2454 0.099  NA
## 1245                                          Sol Drifter    2209 0.043  18
## 1246                                         Thunder Snow    2133 0.085  NA
## 1247                                    The Great Pumpcan    1994 0.079  18
## 1248                                                 LIFT    1816 0.047  11
## 1249                                                SPRYE    1815 0.050  40
## 1250                                          Psychopathy    1126 0.069  70
## 1251                                         Gnarly Brown    1125 0.070  32
## 1252                                          Happy Amber    1124 0.060  30
## 1253                                                   #9    1813 0.051  20
## 1254                                          Elder Betty    1113 0.055  13
## 1255                                                   #9     360 0.051  20
## 1256                       High Country Pilsner (Current)     511 0.042  NA
## 1257                                             Epic IPA      75 0.065  NA
## 1258                                 Golden Trout Pilsner      74 0.042  NA
## 1259                       Real McCoy Amber Ale (Current)      73 0.045  NA
## 1260                                         Festivus (1)    1628 0.072  NA
## 1261                                 Manayunk Oktoberfest    1626 0.067  NA
## 1262                            Belgian Style Session Ale    1625 0.045  21
## 1263                                         Manayunk IPA    1624 0.055  NA
## 1264                                      Yunkin' Punkin'    1600 0.055  NA
## 1265                                      Summer Paradise    1484 0.050  18
## 1266                                  Monk from the 'Yunk    1356 0.090  30
## 1267                                     Schuylkill Punch    1355 0.060  14
## 1268                                  Dreamin' Double IPA    1334 0.085  85
## 1269                                   Chaotic Double IPA    1674 0.099  93
## 1270                                        Manzanita IPA    1673 0.080  88
## 1271                                 Riverwalk Blonde Ale    1672 0.060  25
## 1272                                  Gillespie Brown Ale    1671 0.095  49
## 1273                                   Manzanita Pale Ale    1670 0.066  44
## 1274                                       Marble Pilsner    1262 0.047  NA
## 1275                                Marble India Pale Ale     845 0.062  NA
## 1276                                        Toughcats IPA    1783 0.072  NA
## 1277                                         Tug Pale Ale    1717 0.050  NA
## 1278                                           Sexy Chaos    1716 0.099  NA
## 1279                           Ace Hole American Pale Ale    1516 0.063  NA
## 1280                           Cant Dog Imperial Pale Ale     725 0.097  NA
## 1281                                          River House    2308 0.050  20
## 1282                                        Pretzel Stout    2268 0.065  47
## 1283                                       Rubberneck Red    2197 0.050  35
## 1284                                   The Imperial Texan    2120 0.080  NA
## 1285                                   The Imperial Texan    1234 0.080  NA
## 1286                     Day Break 4-Grain Breakfast Beer    1233 0.050  NA
## 1287                                   River House Saison    1232 0.050  NA
## 1288                                  There Will Be Stout    1231 0.065  NA
## 1289                                       Our Legacy IPA    1831 0.065  60
## 1290                                       Saranac Shandy    1359 0.042  NA
## 1291                                       Our Legacy IPA    1135 0.065  60
## 1292                       Saranac Golden Pilsener (2003)     960 0.051  NA
## 1293                      Saranac Adirondack Light (2002)     959 0.045  NA
## 1294                                     DAX Light (1998)     958 0.045  NA
## 1295                     Saranac Traditional Lager (2000)     957 0.048  NA
## 1296                             Pomegranate Wheat (2008)     956 0.047  NA
## 1297                                 Blueberry Blonde Ale     773 0.050  12
## 1298                                    Saranac White IPA     686 0.060  NA
## 1299                            Saranac Summer Ale (2011)     453 0.047  NA
## 1300                            Saranac Pale Ale (12 oz.)     150 0.055  NA
## 1301                            Saranac Pale Ale (16 oz.)     133 0.055  NA
## 1302                                   Lahaina Town Brown    1578 0.051  20
## 1303                                     Pau Hana Pilsner    1429 0.055  NA
## 1304                                    Lemongrass Saison    1271 0.050  NA
## 1305                                       Aloha B’ak’tun     713 0.070  NA
## 1306                                    Liquid Breadfruit     712 0.082  NA
## 1307                               Sobrehumano Palena'ole     690 0.060  24
## 1308                                     La Perouse White     547 0.050  12
## 1309                                      Flyin' HI.P.Hay     435 0.068  68
## 1310                                           Mana Wheat     313 0.055  15
## 1311                                  Bikini Blonde Lager      33 0.045  18
## 1312                                       CoCoNut Porter      32 0.057  30
## 1313                                        Big Swell IPA      31 0.062  65
## 1314                            Pit Stop Chocolate Porter    1237 0.037  34
## 1315                        Pace Setter Belgian Style Wit    1236 0.037  21
## 1316                      Back in the Saddle Rye Pale Ale    1047 0.037  53
## 1317                                    Bushwhacker Cider    1986 0.069  NA
## 1318                                          Weim-R-Iner    1985 0.069  NA
## 1319                                          Cherry Bomb    1984 0.069  NA
## 1320                                          Tsunami IPA    2186 0.072  75
## 1321                                          Tsunami IPA    2185 0.072  75
## 1322                                  Humpback Blonde Ale    2184 0.042  22
## 1323                                 Hawaiian Crow Porter    2178 0.052  27
## 1324                                      Volcano Red Ale    2177 0.052  23
## 1325                                   Mauna Kea Pale Ale    2176 0.054  42
## 1326                                           Shark Bait    1508 0.053  11
## 1327                                 Gator Tail Brown Ale    1507 0.053  30
## 1328                                       Miami Vice IPA    1506 0.071  62
## 1329                                  Big Rod Coconut Ale    1325 0.053  16
## 1330                              Mickey Finn's Amber Ale     174 0.056  NA
## 1331                                        Pleasure Town    2093 0.063  61
## 1332                                    Pleasure Town IPA    1814 0.063  61
## 1333                                   Snowshoe White Ale     587 0.048  12
## 1334                                     Kodiak Brown Ale     586 0.050  24
## 1335                                      Sockeye Red IPA     434 0.057  70
## 1336                                       Habitus (2014)    2668 0.080 100
## 1337                                                Solis    2667 0.075  85
## 1338                                             Jucundus    2666 0.060  24
## 1339                                              Habitus    2664 0.080 100
## 1340                                              Grazias    2663 0.063  30
## 1341                                             Claritas    2662 0.058  28
## 1342                                       Vinyl Frontier    2535 0.083  NA
## 1343                                       Disco Superfly    2534 0.080  NA
## 1344                                   Misty Mountain Hop    2533 0.075  NA
## 1345                                    One-Hit Wonderful    2532 0.075  NA
## 1346                                 En Parfaite Harmonie    2531 0.065  NA
## 1347                                            Daft Funk    2530 0.043   8
## 1348                                 Love In An Ellavator    2529 0.075  NA
## 1349                                          Spin Doctor    2528 0.053  NA
## 1350                                     Keeper (Current)    1612 0.050  NA
## 1351                                          Better Half    1611 0.068  NA
## 1352                                        SNO White Ale    1273 0.048  NA
## 1353                                   BRIK Irish Red Ale     365 0.048  NA
## 1354                                         AXL Pale Ale     273    NA  NA
## 1355                                            Hop Freak    1884 0.087  80
## 1356                             Louie's Demise Amber Ale    1272 0.051  24
## 1357                                            Hop Happy    1080 0.075  51
## 1358                                 Booyah Farmhouse Ale     932 0.065  20
## 1359                                                O-Gii     776 0.092  NA
## 1360                          Flaming Damsel Lager (2010)     172 0.048  18
## 1361                     Louie’s Demise Immort-Ale (2010)     171 0.051  24
## 1362                                 Axe Head Malt Liquor    2361 0.099  NA
## 1363                                    Huber Bock (2014)    2359 0.054  NA
## 1364                                  Minhas Light (2012)    2358 0.040  NA
## 1365                                                Huber    2282 0.050  NA
## 1366                                      Clear Creek Ice    2281 0.062  NA
## 1367                                      Clear Creek Ice    2280 0.062  NA
## 1368                                       Mountain Crest    2279 0.055  NA
## 1369                                       Mountain Crest    2278 0.055  NA
## 1370                                Mountain Creek (2013)    2277 0.055  NA
## 1371                                                Boxer    2276 0.050  NA
## 1372                                          Boxer Light    2275 0.042  NA
## 1373                                            Boxer Ice    2274 0.055  NA
## 1374                                                Boxer    2273 0.050  NA
## 1375                                          Cortez Gold    2442 0.050  NA
## 1376                                          Mission IPA    2441 0.068  66
## 1377                       El Conquistador Extra Pale Ale    1460 0.048  44
## 1378                               Shipwrecked Double IPA    1459 0.092  75
## 1379                           Squeaky Bike Nut Brown Ale    1476 0.040  NA
## 1380                                     Dead Horse Amber     902 0.040  NA
## 1381                           Rocket Bike American Lager     645 0.040  NA
## 1382                                Johnny's American IPA     644 0.040  NA
## 1383                                 Boneshaker Brown Ale     337 0.055  NA
## 1384                                   Iron Mike Pale Ale     336 0.056  NA
## 1385                                           Monkadelic    2236 0.042  NA
## 1386                                      City of the Sun    2159 0.075  85
## 1387                                      Booming Rollers    2157 0.068  75
## 1388                                               Oneida    2156 0.052  50
## 1389                                              Aurora     2154 0.067  75
## 1390                                             Lomaland    1495 0.055  30
## 1391                                    Fortunate Islands    1494 0.047  46
## 1392                                          Black House    1493 0.058  40
## 1393                                        Blazing World    1492 0.065 115
## 1394                                     Wapiti Amber Ale     327 0.050  NA
## 1395                                  Sweet Georgia Brown     719 0.054  NA
## 1396                                      Rich Man's IIPA     718 0.087  NA
## 1397                          Monkey Paw Oatmeal Pale Ale     717 0.058  NA
## 1398                                   Montauk Summer Ale    1907 0.056  28
## 1399                                        Driftwood Ale    1906 0.060  49
## 1400                             When Helles Freezes Over    1756 0.056  18
## 1401                            Morgan Street Oktoberfest    1617 0.049  24
## 1402                                          Honey Wheat    1052 0.047  14
## 1403                                Black Bear Dark Lager    1051 0.046  24
## 1404                                       Golden Pilsner    1046 0.050  35
## 1405                                        Cali Creamin'    2413 0.052  21
## 1406                                 Second Wind Pale Ale     419 0.050  NA
## 1407                                           Sunny Haze     408 0.050  NA
## 1408                                              Towhead    2237 0.052  21
## 1409                                          Lil' Helper    2208 0.070  70
## 1410                                          Train Wreck    1952 0.082  NA
## 1411                          Full Moon Belgian White Ale     768 0.085  NA
## 1412                                     Desert Magic IPA     625 0.072  NA
## 1413                                       Up River Light     326 0.042  NA
## 1414                   Full Moon Belgian White Ale (2007)     132 0.085  NA
## 1415                           Dry Heat Hefeweizen (2006)     131 0.055  NA
## 1416                                    Mustang Sixty-Six    1598 0.050  NA
## 1417                                          Mustang '33     862 0.040  NA
## 1418                                   Session '33 (2011)     699 0.040  NA
## 1419                                   Mustang Golden Ale     421 0.053  10
## 1420                                        Washita Wheat     420 0.053  14
## 1421                                        Gansett Light    2345 0.037  10
## 1422                                        Bohemian Pils    2224 0.052  30
## 1423                           Autocrat Coffee Milk Stout    1775 0.053  30
## 1424                        Narragansett Bohemian Pilsner    1291 0.086  35
## 1425                              Narragansett Summer Ale    1093 0.042  24
## 1426                               Narragansett Cream Ale     580 0.050  22
## 1427                              Narragansett Summer Ale     403 0.042  24
## 1428                                  Narragansett Porter     316 0.070  22
## 1429                                    Narragansett Bock     315 0.065  32
## 1430                              Narragansett Fest Lager     314 0.055  15
## 1431                                     Undun Blonde Ale    1537 0.053  NA
## 1432                              CuDa Cascadian Dark Ale    1536 0.074  NA
## 1433                  Old Grogham Imperial India Pale Ale    1265 0.085  86
## 1434           Old Grogham Imperial India Pale Ale (2012)     747 0.085  86
## 1435                       CuDa Cascadian Dark Ale (2012)     746 0.074  NA
## 1436                              Undun Blonde Ale (2012)     654 0.053  NA
## 1437                                      Wick For Brains    1705 0.061  11
## 1438                              Nebraska India Pale Ale    1148 0.065  65
## 1439                                       EOS Hefeweizen    1147 0.048  10
## 1440                               Brunette Nut Brown Ale    1146 0.048  15
## 1441                                    Cardinal Pale Ale    1145 0.057  29
## 1442                                      County Line IPA    1758 0.066  NA
## 1443                                      Trauger Pilsner    1757 0.048  NA
## 1444                                            Slow Ride    2475 0.045  40
## 1445                                           Ranger IPA    2230 0.065  70
## 1446                                                Shift    1987 0.050  29
## 1447                                     1554 Black Lager    1978 0.056  21
## 1448                                          Blue Paddle    1975 0.048  NA
## 1449                                     California Route    1737 0.055  NA
## 1450                                             Snapshot    1707 0.052  NA
## 1451                                  Sunshine Wheat Beer    1690 0.048  NA
## 1452                                   Fat Tire Amber Ale    1586 0.052  18
## 1453                                            Shift (1)     952 0.050  29
## 1454                            Fat Tire Amber Ale (2011)     748 0.052  18
## 1455                                                Shift     578 0.050  29
## 1456                                           Ranger IPA     564 0.065  70
## 1457                                   Fat Tire Amber Ale     563 0.052  18
## 1458                                 Ranger IPA (Current)     115 0.065  70
## 1459                           Sunshine Wheat Beer (2009)      72 0.048  NA
## 1460                            Fat Tire Amber Ale (2008)      71 0.052  18
## 1461                                  Weiss Trash Culture    1417 0.034   6
## 1462                                          Sea Hag IPA     885 0.062  NA
## 1463                                     Elm City Pilsner     884 0.050  NA
## 1464                            Atlantic Amber Ale (2004)     757 0.050  NA
## 1465                      668 Neighbor of the Beast12 oz.     568 0.090  NA
## 1466                       Gandhi-Bot Double IPA (12 oz.)     320 0.088  85
## 1467            668 Neighbor of the Beast (16 oz.) (2010)      43 0.090  NA
## 1468                Gandhi-Bot Double IPA (16 oz.) (2010)      42 0.088  85
## 1469                                Elm City Lager (2007)      41 0.050  NA
## 1470                            Atlantic Amber Ale (2007)      40 0.050  NA
## 1471                                Sea Hag IPA (Current)      39 0.062  NA
## 1472                                     Rebirth Pale Ale    2272 0.050  NA
## 1473                                  Irish Channel Stout    1582 0.068  NA
## 1474                                        MechaHopzilla    1114 0.088  NA
## 1475                                       Hopitoulas IPA     486 0.065  NA
## 1476                                       NOLA Brown Ale     485 0.039  NA
## 1477                                      NOLA Blonde Ale     484 0.049  NA
## 1478                                             Skylight    2043 0.056  20
## 1479                                              Kadigan    2042 0.056  30
## 1480                                          Dammit Jim!    2041 0.052  50
## 1481                                        Nut Brown Ale     646 0.054  NA
## 1482                                            White Ale     165 0.046  NA
## 1483                                            Cream Ale    2050 0.042  35
## 1484                                       Green Head IPA     915 0.072  NA
## 1485                            Plum Island Belgian White     914 0.054  NA
## 1486                                 Newburyport Pale Ale     913 0.055  NA
## 1487                                           Marblehead    1811 0.055  NA
## 1488                                          Jam Session    1622 0.051  31
## 1489                                 Hop Drop 'N Roll IPA    1621 0.072  80
## 1490                                            Paleo IPA    1307 0.060  NA
## 1491                                     Buck Snort Stout    1306 0.061  NA
## 1492                             Station 33 Firehouse Red    1305 0.055  NA
## 1493                                    Slimy Pebble Pils    1304 0.045  NA
## 1494                                         Get Together    2692 0.045  50
## 1495                                        Maggie's Leap    2691 0.049  26
## 1496                                           Wall's End    2690 0.048  19
## 1497                                              Pumpion    2689 0.060  38
## 1498                                           Stronghold    2688 0.060  25
## 1499                                          Parapet ESB    2687 0.056  47
## 1500                                       Blue Boots IPA    1854 0.069  NA
## 1501                                      Hoppy Bitch IPA    1227 0.063  NA
## 1502                            Three Skulls Ale Pale Ale    1226 0.063  42
## 1503                       Walter's Premium Pilsener Beer     541 0.045  NA
## 1504                                     Floppin' Crappie     109 0.045  NA
## 1505                                 Left of the Dial IPA    1917 0.043  NA
## 1506                                   Notch Session Pils    1190 0.040  NA
## 1507                                O'Fallon Pumpkin Beer    1264 0.055  NA
## 1508                                            5 Day IPA    1258 0.061  66
## 1509                                      O'Fallon Wheach     128 0.051   7
## 1510                                        Watershed IPA    2331 0.067  70
## 1511                                   Oakshire Amber Ale    1669 0.054  24
## 1512                              Overcast Espresso Stout    1668 0.058  27
## 1513                                 Watershed IPA (2013)     999 0.067  70
## 1514                                         Lake Monster    2247 0.082  25
## 1515                                  London Homesick Ale    2071 0.049  27
## 1516                                        Luchesa Lager    2070 0.048  35
## 1517                                            Slow Ride    2069 0.048  35
## 1518                                Occidental Hefeweizen    2192 0.047  NA
## 1519                                    Occidental Dunkel    1130 0.051  NA
## 1520                                   Occidental Altbier    1129 0.050  NA
## 1521                                    Occidental Kölsch    1081 0.045  NA
## 1522                                   Perpetual Darkness    2335 0.092  72
## 1523                                         Clan Warrior    2334 0.087  29
## 1524                        Psycho Penguin Vanilla Porter    2333 0.054  36
## 1525                              Heliocentric Hefeweizen    1721 0.047  NA
## 1526                               Ghose Drifter Pale Ale    1720 0.051  NA
## 1527                          Ghost Rider Pale Ale (2013)    1431 0.051  NA
## 1528                             Helios Hefeweizen (2013)    1430 0.047  NA
## 1529                           The Hole in Hadrian's Wall    1059 0.095  19
## 1530                                  33 Select Brown Ale    1058 0.065  26
## 1531                          Midwest Charm Farmhouse Ale     603 0.060  29
## 1532                                   Boji Blue Pale Ale     602 0.050  45
## 1533                        Winter Games Select #32 Stout     601 0.057  26
## 1534                            Boji Beach Golden Rye Ale     600 0.050  23
## 1535                                  Hopsmith Pale Lager    1828 0.060  NA
## 1536                               Falling Down Brown Ale    1487 0.065  65
## 1537                                 Resolution Rye Stout    1486 0.068  NA
## 1538                                     Plowshare Porter    1485 0.055  NA
## 1539                                Old Forge Pumpkin Ale    1394 0.046  20
## 1540                                      Endless Sun Ale    1381 0.045  NA
## 1541                                 Celestial Blonde Ale     900 0.065  NA
## 1542                                         Overbite IPA     891 0.075  NA
## 1543                                      T-Rail Pale Ale     509 0.055  NA
## 1544                            Endless Summer Ale (2011)     508 0.048  NA
## 1545                                          Clem's Gold    1530 0.053  NA
## 1546                                          Lizzy's Red    1529 0.055  NA
## 1547                             Orlison India Pale Lager    1528 0.067  NA
## 1548                                             Brünette    1527 0.042  NA
## 1549                                           Havanüther    1526 0.041  NA
## 1550                                            Lyric Ale    2113 0.065  NA
## 1551                                             Atalanta    2112 0.053  NA
## 1552                                 Pinner Throwback IPA    2302 0.049  35
## 1553                            Centennial State Pale Ale    1883 0.052  NA
## 1554                                       Old Chub NITRO    1859 0.080  NA
## 1555                                         The CROWLER™    1796    NA  NA
## 1556                                 CAN'D AID Foundation    1790    NA  NA
## 1557                                            Icey.P.A.    1752    NA  NA
## 1558                                        One Nut Brown    1751 0.050  NA
## 1559                                            Birth IPA    1750    NA  NA
## 1560                                      Dale's Pale Ale    1444 0.065  65
## 1561                                      Dale's Pale Ale    1252 0.065  65
## 1562                             Mama's Little Yella Pils    1167 0.053  35
## 1563                                    oSKAr the G'Rauch     993 0.085  NA
## 1564                                    oSKAr the G'Rauch     992 0.085  NA
## 1565                                      Dale's Pale Ale     955 0.065  65
## 1566                                            The Deuce     933 0.070  NA
## 1567                Dale's Pale Ale (10 Year Anniversary)     892 0.065  65
## 1568                               Dale's Pale Ale (2012)     828 0.065  65
## 1569                           Gordon Imperial Red (2010)     806 0.087  85
## 1570                               Dale's Pale Ale (2011)     755 0.065  65
## 1571                               Dale's Pale Ale (2010)     754 0.065  65
## 1572                                    G'KNIGHT (16 oz.)     726 0.087  85
## 1573                    15th Anniversary Abbey Ale (2012)     720 0.090  NA
## 1574                                                Chaka     661 0.080  NA
## 1575                      HGH (Home Grown Hops): Part Duh     585 0.080  70
## 1576                                   Deviant Dale's IPA     565 0.080  NA
## 1577                                       One Hit Wonder     391 0.090  60
## 1578                                    G'KNIGHT (12 oz.)     388 0.087  85
## 1579                              Ten Fidy Imperial Stout       8 0.099  98
## 1580                             Mama's Little Yella Pils       7 0.053  35
## 1581                                   GUBNA Imperial IPA       6 0.099 100
## 1582                                             Old Chub       5 0.080  35
## 1583                                    Gordon Ale (2009)       4 0.087  85
## 1584                                      Dale's Pale Ale       1 0.065  65
## 1585                                        Gordon (2005)     805 0.092  85
## 1586                       Ten Fidy Imperial Stout (2008)     804 0.095  98
## 1587                       Ten Fidy Imperial Stout (2007)     803 0.099  98
## 1588                                      Old Chub (2008)     787 0.080  35
## 1589                                      Old Chub (2004)     786 0.080  35
## 1590                                      Old Chub (2003)     785 0.080  35
## 1591                               Dale's Pale Ale (2008)     745 0.065  65
## 1592                               Dale's Pale Ale (2006)     744 0.065  65
## 1593                               Dale's Pale Ale (2004)     743 0.065  65
## 1594                               Dale's Pale Ale (2003)     742 0.065  65
## 1595                               Dale's Pale Ale (2002)     741 0.065  65
## 1596                                         Leroy (2005)     734 0.052  NA
## 1597                                   Gordon Beer (2006)     733 0.087  60
## 1598                                             G'KNIGHT    1533 0.087  85
## 1599                                             Ten Fidy    1532 0.099  98
## 1600                                   Deviant Dale's IPA    1328 0.080  85
## 1601                                             Old Chub    1175 0.080  35
## 1602                                      Dale's Pale Ale    1166 0.065  65
## 1603                                      Dale's Pale Ale    1065 0.065  65
## 1604                                Fresh Slice White IPA    1908 0.055  45
## 1605                          Overgrown American Pale Ale    1946 0.055  55
## 1606                              Ozark American Pale Ale    1961 0.040  39
## 1607                              Hula Hoppie Session IPA    1684 0.048  NA
## 1608                              Dirty Hippie Dark Wheat     927 0.053  NA
## 1609                                           Rustic Red    1268 0.052  23
## 1610                                  Stimulator Pale Ale     697 0.053  48
## 1611                                         Old Town Ale     696 0.045  22
## 1612                                               Car 21     695 0.044  28
## 1613                                      Cache La Porter     694 0.050  24
## 1614                                   Rodeo Rye Pale Ale    1805 0.042  35
## 1615                                           Outlaw IPA    1048 0.062  65
## 1616                                     North Fork Lager    1043 0.044  NA
## 1617                                     Payette Pale Ale     890 0.048  35
## 1618                                        Mutton Buster     775 0.055  25
## 1619                                     Side Kick Kölsch    1087 0.050  NA
## 1620                                    Fresh Cut Pilsner    1931 0.046  NA
## 1621                                   Summer Session Ale    1930 0.050  61
## 1622                                            Lobo Lito    2238 0.040  12
## 1623                          Robert Earl Keen Honey Pils    2144 0.050  17
## 1624                                    Mound Builder IPA    2175 0.065  77
## 1625                                  Amazon Princess IPA    2168 0.062  62
## 1626                              Farmer's Daughter Wheat    1956 0.042  NA
## 1627                                     People's Pilsner    1794 0.045  NA
## 1628                                         Hotbox Brown    2633 0.055  10
## 1629                                                 Gold    2632 0.048  15
## 1630                                                Black    2631 0.058  NA
## 1631                    98 Problems (Cuz A Hop Ain't One)    2630 0.065  65
## 1632                             Veteran’s Pale Ale (VPA)    2629 0.050  40
## 1633                                       Grapefruit IPA    2628 0.050  35
## 1634                              Pete's ESP Lager (1998)    1062 0.051  NA
## 1635                     Pete's Wicked Summer Brew (1995)    1061 0.047  NA
## 1636                Pete's Wicked Bohemian Pilsner (1997)    1060 0.049  NA
## 1637                        Pete's Wicked Pale Ale (1997)    1056    NA  NA
## 1638                     Pete's Wicked Summer Brew (2002)    1055 0.047  NA
## 1639                     Pete's Wicked Summer Brew (1997)    1054 0.047  NA
## 1640                     Pete's Wicked Summer Brew (1996)    1053 0.047  NA
## 1641                                              Sparkle    2635 0.041  12
## 1642                                   North 45 Amber Ale    1404 0.059  25
## 1643                                           Horny Monk    1403 0.069  20
## 1644                                        Mind's Eye PA    1402 0.067  74
## 1645                                            Camelback    2312 0.061  60
## 1646                                     Local 5 Pale Ale    1636 0.056  NA
## 1647                                  Devils Head Red Ale    1518 0.073  NA
## 1648                                    Elephant Rock IPA    1384 0.070  75
## 1649                                 Black Bay Milk Stout    1797 0.050  NA
## 1650                               Atom Splitter Pale Ale    1437 0.050  NA
## 1651                                         Hot Date Ale    1791 0.060  20
## 1652                                    Masked Bandit IPA    1540 0.070  NA
## 1653                                     Sweet Potato Ale    1491 0.060  24
## 1654                                       Float Trip Ale    1335 0.045  18
## 1655                                       Old Tom Porter     847 0.055  25
## 1656                                   Black Walnut Wheat     846 0.045  18
## 1657                              McKinney Eddy Amber Ale     521 0.055  20
## 1658                         Missouri Mule India Pale Ale     479 0.070  70
## 1659                                 Blood of the Unicorn    2559 0.065  NA
## 1660                                       GreyBeard™ IPA    1760 0.069  51
## 1661                                      Pisgah Pale Ale    1759 0.057  31
## 1662                                       PONTO S.I.P.A.    1589 0.045  NA
## 1663                                          Chronic Ale    1457 0.049  NA
## 1664                               Swami's India Pale Ale    1191 0.068  NA
## 1665                               New Cleveland Palesner    2336 0.050  NA
## 1666                                               Mazzie    2553 0.054  45
## 1667                                 Big Chuck Barleywine    1909 0.099  NA
## 1668                                        Ponderosa IPA     335    NA  NA
## 1669                                     Liquid Amber Ale      64    NA  NA
## 1670                         Morning Wood Wheat (Current)    2360 0.059  14
## 1671                                       Hideout Helles    1463 0.069  17
## 1672                                      Dead Eye Dunkel    1462 0.060  15
## 1673                                   Peacemaker Pilsner    1461 0.058  21
## 1674                               Over the Rail Pale Ale     711 0.057  68
## 1675                           Pallavicini Pilsner (2009)     188 0.058  21
## 1676                         Morning Wood Wheat (Current)     130 0.059  14
## 1677                            Pyramid Hefeweizen (2011)     399 0.052  18
## 1678                            Haywire Hefeweizen (2010)      82 0.052  18
## 1679                                        Golden Fleece    2031 0.045  35
## 1680                                       Smoking Mirror    2030 0.055  30
## 1681                                        Rahr's Blonde    2269 0.046  NA
## 1682                              Pride of Texas Pale Ale    2229 0.058  60
## 1683                                18th Anniversary Gose    2370 0.044   5
## 1684                                         White (2015)    2211 0.046  25
## 1685                                               BLAKKR    1861 0.099  85
## 1686                        Firemans #4 Blonde Ale (2013)    1718 0.051  21
## 1687                              The Sword Iron Swan Ale    1290 0.059  NA
## 1688                                    Hans' Pils (2015)    1091 0.053  52
## 1689                                  Four Squared (2015)    1086 0.060  50
## 1690                        Firemans #4 Blonde Ale (2015)     830 0.051  21
## 1691                                  Watership Brown Ale    1021 0.072  55
## 1692                                          Gangway IPA     938 0.062  55
## 1693                                       Long Day Lager     715 0.049  NA
## 1694                             Farmer's Daughter Blonde    2516 0.051  17
## 1695                                       Pump House IPA    2515 0.055  45
## 1696                                   Suicide Blonde IPA    2514 0.070  NA
## 1697                                       Vanilla Porter    2513 0.047  25
## 1698                                            Honey Rye    2512 0.058  18
## 1699                                          Happy Cider    1467 0.055  NA
## 1700                                      Long Hammer IPA     945 0.065  44
## 1701                                      Long Hammer IPA     583 0.065  44
## 1702                                   Copper Hook (2011)     339 0.058  27
## 1703                                   Nectar of the Hops    1375 0.080  NA
## 1704                                      Sunshine Nectar    1374 0.080  NA
## 1705                               Black Raspberry Nectar    1373 0.080  NA
## 1706                                     Blood Orange Wit    2087 0.050  16
## 1707                                            Consilium    2414 0.050  40
## 1708                                      Hammer & Sickle    1581 0.090  60
## 1709                                     Redacted Rye IPA    1176 0.070 100
## 1710                      Elevation Triple India Pale Ale    1006 0.099 100
## 1711                           5:00 O'Clock Afternoon Ale    1005 0.050  25
## 1712                              Ryeteous Rye IPA (2012)     636 0.070 100
## 1713                                     Stout Ol' Friend    1538 0.064  NA
## 1714                              Stout Ol' Friend (2012)    1075 0.064  NA
## 1715                                           Rye Porter     710    NA  NA
## 1716                                         Miner's Gold     709 0.050  NA
## 1717                                         Vienna Lager     708 0.046  NA
## 1718                                      Jessie's Garage     706 0.056  NA
## 1719                                     Colorado Red Ale     220 0.062  NA
## 1720                                         Miner's Gold     219    NA  NA
## 1721                                            Fist City    2576 0.055  40
## 1722                                       A Little Crazy    1133 0.068  NA
## 1723                                    Rosa Hibiscus Ale     609 0.058  15
## 1724                                          Fistmas Ale     418 0.061  31
## 1725                               Oktoberfest Revolution     417 0.057  25
## 1726                                        Eugene Porter     416 0.068  28
## 1727                                        Anti-Hero IPA     415 0.065  70
## 1728                                Bottom Up Belgian Wit     414 0.050  14
## 1729                                               Hustle    2452 0.057  42
## 1730                                            Pure Fury    2451 0.055  42
## 1731                                                  Dad    2132 0.060  60
## 1732                                              Panther    1993 0.058  35
## 1733                                                Franz    1992 0.052  21
## 1734                                                  Zen    1935 0.043  45
## 1735                                                Truth    1852 0.072  75
## 1736                                               Cougar    1851 0.048  25
## 1737                                      Smooth Operator    2307 0.038  NA
## 1738                                                 Gose    2580 0.035  NA
## 1739                               Maine Island Trail Ale    1807 0.043  NA
## 1740                                River North White Ale    1180 0.050  NA
## 1741                                      River North Ale    1179 0.050  NA
## 1742                                             Lil SIPA    1771 0.050  55
## 1743                              Hop Bomber Rye Pale Ale    1654 0.055  60
## 1744                                              Jah Mon    2579 0.050 100
## 1745                                          Oktoberfest    2373 0.062  NA
## 1746                                       Headless Wylie    2049 0.080  NA
## 1747                                           Dayman IPA    2048 0.050  NA
## 1748                        All Aboard! Anniversary Stout    1880 0.071  NA
## 1749                                             Hop Lace    1879 0.062  NA
## 1750                               OH-PA Session Pale Ale    1878 0.048  NA
## 1751                                     Patrick's Poison    1877 0.080  NA
## 1752                                        Rudolph's Red    1764 0.081  NA
## 1753                                      Babbling Blonde    1103 0.053  NA
## 1754                               Maxwell's Scottish Ale    1102 0.051  NA
## 1755                                       Grateful White    1101 0.061  NA
## 1756                                             RT Lager    1100 0.055  NA
## 1757                                      Old Wylie's IPA    1099 0.062  NA
## 1758                           Hala Kahiki Pineapple Beer    1098 0.048  NA
## 1759                                  Track 1 Amber Lager    1330 0.045  NA
## 1760                                    Pine Knob Pilsner    2074 0.053  NA
## 1761                      Cal and Co. Black Cherry Porter    1724    NA  NA
## 1762                                      Lazy Daze Lager    1280 0.055  NA
## 1763                                    Rochester Red Ale     899 0.059  NA
## 1764                                      Milkshake Stout     363 0.050  NA
## 1765                                      Cornerstone IPA     158 0.070  NA
## 1766                                      Lazy Daze Lager      97 0.055  NA
## 1767                             Rogue American Amber Ale    1860 0.051  NA
## 1768                                           12th Round    1577 0.076  78
## 1769                                        RoughTail IPA    1576 0.070  80
## 1770                                    Polar Night Stout    1575 0.080  NA
## 1771                                              Sundown    2304 0.071  36
## 1772                                           Sanctified    2249 0.099  NA
## 1773                               Fear of a Brett Planet    2053 0.051  NA
## 1774                                 Original Slacker Ale    1842 0.056  40
## 1775                                      Alpha Blackback    1841 0.072  NA
## 1776                                         Kiss Off IPA    1782 0.063  NA
## 1777                                  Dog Days Summer Ale    1552 0.045  28
## 1778                                  1881 California Red    1479 0.056  35
## 1779                                       CAPT Black IPA    1478 0.073  55
## 1780                    Ruhstaller's Gilt Edge Lager Beer    1370 0.048  42
## 1781                                       CAPT Black IPA     883 0.073  55
## 1782                              1881 California Red Ale     882 0.056  35
## 1783                               Saint Archer White Ale    1868 0.050  15
## 1784                                     Saint Archer IPA    1867 0.068  66
## 1785                                Saint Archer Pale Ale    1865 0.052  40
## 1786                                  Saint Archer Blonde    1864 0.048  22
## 1787                                          Sex Panther    2599 0.069  20
## 1788                         Winter Warmer (Vault Series)    2073 0.095  25
## 1789                          Count Hopula (Vault Series)    2063 0.091  99
## 1790                                          Oktoberfest    1995 0.055  NA
## 1791                                   SunSpot Golden Ale    1934 0.050  15
## 1792                                        I.W.A. (2011)    1329 0.060  NA
## 1793                                     Supermonk I.P.A.    1299 0.065  NA
## 1794                                  Epicenter Amber Ale    1073 0.055  20
## 1795                                    SanTan HefeWeizen    1072 0.050  15
## 1796                                        Hop Shock IPA    1071 0.070  85
## 1797                                   Sex Panther (2014)     852 0.069  20
## 1798                                          Devil’s Ale     850 0.055  45
## 1799                       Rail Slide Imperial Spiced Ale     839 0.081  NA
## 1800                                        Mr. Pineapple     777 0.050  20
## 1801                            American Idiot Ale (2012)     764 0.055  45
## 1802                                 Hop Shock IPA (2010)     317 0.070  85
## 1803                             SanTan HefeWeizen (2010)     286 0.050  15
## 1804                                   Devil’s Ale (2010)     285 0.055  45
## 1805                           Epicenter Amber Ale (2010)     124 0.055  20
## 1806                                   Sanitas Saison Ale    1392 0.058  20
## 1807                                    Sanitas Black IPA    1391 0.068  65
## 1808                                           Giant DIPA    2002 0.089  88
## 1809                                      Dread Brown Ale    1683 0.054  NA
## 1810                                          Casinos IPA    1362 0.070  NA
## 1811                                            Saison 88    1519 0.055  30
## 1812                                            Black IPA     967 0.071  95
## 1813                               Santa Fe Irish Red Ale     599 0.045  NA
## 1814                                 Santa Fe Oktoberfest     307    NA  NA
## 1815                                  Imperial Java Stout     305 0.080  NA
## 1816                                    Freestyle Pilsner     304 0.055  NA
## 1817                                     Happy Camper IPA     217 0.066  NA
## 1818                                Oval Beach Blonde Ale    1477 0.050  11
## 1819                                       Oak Aged Cider    1503 0.065  NA
## 1820                                         Ginger Cider    1466 0.065  NA
## 1821                                 Schilling Hard Cider    1245 0.065  NA
## 1822                            Schlafly Yakima Wheat Ale    1324 0.050  45
## 1823                                 Schlafly Black Lager    1323 0.050  NA
## 1824                                         Schlafly IPA    1078 0.045  30
## 1825                          Schlafly American Brown Ale    1077 0.050  30
## 1826                                  Schlafly Hefeweizen     588 0.041  16
## 1827                                Schlafly Summer Lager      53 0.045  17
## 1828                     Sea Dog Wild Blueberry Wheat Ale     815 0.047  NA
## 1829                                  Blur India Pale Ale    1302 0.074  60
## 1830                                            Dry Cider    1416 0.065  NA
## 1831                                       Dry Hard Cider    1415 0.065  NA
## 1832                                     Frankenlou's IPA     918 0.070 105
## 1833                             Becky's Black Cat Porter     917 0.070  55
## 1834                         Seventh Son of a Seventh Son    2250 0.077  40
## 1835                                 Stone Fort Brown Ale    1768 0.053  20
## 1836                           Seventh Son Hopped Red Ale    1767 0.077  40
## 1837                        Humulus Nimbus Super Pale Ale    1766 0.060  53
## 1838                                     Golden Ratio IPA    1765 0.070  68
## 1839                                        Black Hop IPA    2368 0.068  NA
## 1840                                  Archer's Ale (2004)     738 0.050  NA
## 1841                                      Monkey Fist IPA    1539 0.069  65
## 1842                                  Shipyard Summer Ale     975 0.051  NA
## 1843                                      Pumpkinhead Ale     814 0.047  NA
## 1844                                      Shipyard Export     727 0.051  NA
## 1845                                               Nooner    2474 0.052  NA
## 1846                                              Torpedo    2239 0.072  65
## 1847                                          Yonder Bock    1919 0.060  NA
## 1848                                   CANfusion Rye Bock    1918 0.060  NA
## 1849                               Sierra Nevada Pale Ale    1905 0.056  37
## 1850                              Old Chico Crystal Wheat    1338 0.048  26
## 1851                                           Summerfest    1295 0.050  28
## 1852                                              Torpedo     426 0.072  65
## 1853                               Sierra Nevada Pale Ale     400 0.056  37
## 1854                                   Sietsema Red Label    2353 0.069  NA
## 1855                                       Bear Ass Brown     212 0.042  NA
## 1856                                     Red Mountain Ale     161 0.060  NA
## 1857                                         Ice Pick Ale     160 0.068  NA
## 1858                                               4Beans    2574 0.100  52
## 1859                                               Jammer    2479 0.042  16
## 1860                                              Abigale    2443 0.080  NA
## 1861                                                  Rad    2266 0.032   7
## 1862                                              Bengali    2090 0.065  62
## 1863                                        Sensi Harvest    1962 0.047  50
## 1864                                               Hi-Res    1696 0.099 111
## 1865                                        Global Warmer    1608 0.070  70
## 1866                                   Autumnation (2013)    1591 0.067  74
## 1867                                            The Crisp    1388 0.054  42
## 1868                                         Sweet Action    1387 0.052  34
## 1869                                        Righteous Ale    1386 0.063  57
## 1870                                        Bengali Tiger    1385 0.064  62
## 1871                                               3Beans    1020 0.099  85
## 1872                                           Brownstone     778 0.059  47
## 1873                                               Apollo     630 0.052  11
## 1874                                            Harbinger     629 0.049  35
## 1875                                                Resin     628 0.091 103
## 1876                                               Diesel     525 0.063  69
## 1877                         Autumnation (2011-12) (2011)     512 0.060  48
## 1878                                     The Crisp (2011)     425 0.054  42
## 1879                                  Sweet Action (2011)     424 0.052  34
## 1880                                 Righteous Ale (2011)     423 0.063  57
## 1881                                 Bengali Tiger (2011)     422 0.064  62
## 1882                                    Rudie Session IPA    1942 0.045  NA
## 1883                                      Taster's Choice    1708 0.074  NA
## 1884                                      Modus Hoperandi    1521 0.068  65
## 1885                                  Estival Cream Stout    1297 0.058  15
## 1886                                  Vernal Minthe Stout    1192 0.058  NA
## 1887                              Hibernal Vinifera Stout    1013 0.080  NA
## 1888                                  Autumnal Molé Stout     774    NA  NA
## 1889                                       Mexican Logger     386 0.042  18
## 1890                                      True Blonde Ale      70 0.053  NA
## 1891                                    Euphoria Pale Ale      69 0.061  NA
## 1892                                      ESB Special Ale      68 0.057  58
## 1893                                      Modus Hoperandi      67 0.068  65
## 1894                                    Iron Butt Red Ale    1792 0.058  39
## 1895                         Initial Point India Pale Ale    1609 0.071  92
## 1896                      Monkey Dancing On A Razor Blade    2537 0.085  NA
## 1897                                          Tripel Deke    2536 0.082  NA
## 1898                            Urban Wilderness Pale Ale      30 0.049  NA
## 1899                                        Homefront IPA    2305 0.060  70
## 1900                           Sly Fox Christmas Ale 2013    1588 0.055  16
## 1901                                             Grisette    1363 0.056  25
## 1902                                  360° India Pale Ale    1211 0.062  NA
## 1903                                  Helles Golden Lager    1123 0.049  18
## 1904                    Sly Fox Christmas Ale 2012 (2012)     926 0.055  16
## 1905                                 Odyssey Imperial IPA     894 0.084  90
## 1906                                    Oktoberfest Lager     166 0.058  25
## 1907                                              113 IPA      24 0.070 113
## 1908                                         Dunkel Lager      23 0.053  21
## 1909                                     Royal Weisse Ale      22 0.056  11
## 1910                                        Pikeland Pils      21 0.049  44
## 1911                                     Phoenix Pale Ale      20 0.051  40
## 1912                                           Rule G IPA    2407 0.070  88
## 1913                                         Murphy's Law    2406 0.058  35
## 1914                                           Alter Ego     2405 0.062  33
## 1915                                      Monarch Pilsner    2234 0.050  NA
## 1916                                   Snow King Pale Ale    1606 0.060  55
## 1917                                         Zonker Stout     617 0.054  36
## 1918                                     OB-1 Organic Ale     407 0.050  22
## 1919                                    Snake River Lager     406 0.050  18
## 1920                                 Snake River Pale Ale     402 0.052  32
## 1921                                         Pako’s EyePA     393 0.068  60
## 1922                                     Thanksgiving Ale    1798 0.050  NA
## 1923                           Double Dagger Imperial IPA    1655 0.092  NA
## 1924                                     Dagger Falls IPA    1596 0.063 100
## 1925                                     Dagger Falls IPA    1595 0.063 100
## 1926                                        Socktoberfest    1482 0.060  NA
## 1927                              Hopnoxious Imperial IPA    1447 0.079  NA
## 1928              Barrel Aged Seven Devils Imperial Stout    1425 0.099  NA
## 1929                            Boise Co-Op Two Score Ale    1424 0.055  NA
## 1930                     Sockeye Belgian Style Summer Ale    1298 0.050  NA
## 1931                                      Sockeye Maibock    1181 0.064  NA
## 1932                                    Old Devil's Tooth    1160 0.099 100
## 1933                                        Galena Golden    1152 0.043  NA
## 1934                                  Hell-Diver Pale Ale    1151 0.052  32
## 1935                                    Woolybugger Wheat    1150 0.046  12
## 1936                                   Power House Porter    1076 0.057  NA
## 1937                                           Winterfest     995 0.084  90
## 1938                                     Dagger Falls IPA     879 0.063 100
## 1939                                           LuckenBock    1972 0.070  18
## 1940                                 Texas Pale Ale (TPA)    1971 0.055  40
## 1941                                      6 String Saison    1970 0.080  NA
## 1942                                            Kol' Beer    1969 0.050  22
## 1943                                        Montauk Light    2024 0.035  NA
## 1944                                    Na Zdraví Pilsner    1283 0.048  32
## 1945                                        Nice Rack IPA    1282 0.055  65
## 1946                               2014 IPA Cicada Series    2362 0.075  72
## 1947                          Sinister Minister Black IPA    2346 0.077  65
## 1948                                      Jack the Sipper    2320 0.053  45
## 1949                       Devil's Harvest Extra Pale Ale    2297 0.058  60
## 1950                              Suzy B Dirty Blonde Ale    2296 0.050  20
## 1951                                 Mississippi Fire Ant    1745 0.080  80
## 1952                                    Hipster Breakfast    1120 0.058  40
## 1953                              Suzy B Dirty Blonde Ale    1118 0.050  20
## 1954                       Devil's Harvest Extra Pale Ale    1117 0.058  60
## 1955                                   Pine Belt Pale Ale    2387 0.065  45
## 1956                                              Walloon    2267 0.055  NA
## 1957                                       Le Mort Vivant    1740 0.069  23
## 1958                                     Red Cockaded Ale    1728 0.085 110
## 1959                                  Valkyrie Double IPA    1497 0.092 100
## 1960                              Red Cockaded Ale (2013)    1011 0.085 110
## 1961                                        Old Potentate    1010 0.072  40
## 1962                                     Bombshell Blonde     856 0.050  20
## 1963                                 PRO-AM (2012) (2012)     853 0.099 100
## 1964                                       Walloon (2014)     691 0.055  NA
## 1965                                Le Mort Vivant (2011)     555 0.069  23
## 1966                                 Buried Hatchet Stout      46 0.083  50
## 1967                                   Pine Belt Pale Ale      45 0.065  45
## 1968                                     Bombshell Blonde      44 0.050  20
## 1969                               Baby Daddy Session IPA    2486 0.047  35
## 1970                                       Hopluia (2004)     763    NA  NA
## 1971                                  Ball & Chain (2014)    2271 0.058  NA
## 1972                              Bitter Biker Double IPA    2206 0.096  NA
## 1973                               God Damn Pigeon Porter    2136 0.082  NA
## 1974                              Working for the Weekend    2135 0.079  NA
## 1975                                           Angry Adam    2134 0.060  NA
## 1976                                        Freedom Fries    2109 0.055  NA
## 1977                              Bitter Biker Double IPA    1821 0.096  NA
## 1978                                  Ghost Bike Pale Ale    1820 0.073  NA
## 1979                                         Spiteful IPA    1819 0.062  NA
## 1980                                           Alley Time    1634 0.060  NA
## 1981                                           Fat Badger    1633 0.058  NA
## 1982                                         In the Weeds    1632 0.055  NA
## 1983                                        Special Amber     855 0.050  22
## 1984                                        Special Amber     445 0.050  22
## 1985                                 Seven Gates Pale Ale    1587 0.056  NA
## 1986                                            Gunga Din    2242 0.052  NA
## 1987                                           Starr Pils    1544 0.042  20
## 1988                       Northern Lights India Pale Ale    1205 0.065  52
## 1989                                               Festie     369 0.048  12
## 1990                       Northern Lights India Pale Ale     368 0.065  52
## 1991                       Third Eye Enlightened Pale Ale    2386 0.065  65
## 1992                                      Colorado Kölsch      92 0.049  17
## 1993                                   Steam Engine Lager      91 0.057  25
## 1994                                   Third Eye Pale Ale      90 0.065  65
## 1995                              Point Special (Current)    2366 0.047   9
## 1996                                        Point Special    2365 0.047   9
## 1997                        Point Cascade Pale Ale (2013)    2270 0.054  33
## 1998                                        Point Special    2228 0.047   9
## 1999                                       Onyx Black Ale    2151 0.052   9
## 2000                                  Beyond The Pale IPA    2150 0.063  64
## 2001                                 Point Special (2013)    2122 0.047   9
## 2002                                 Point Special (2012)    2121 0.047   9
## 2003                                  Point Special Lager    2115 0.047   9
## 2004                            St. Benedict's Winter Ale    1450 0.062  NA
## 2005                                    Point Oktoberfest    1357 0.057  15
## 2006                        Point Nude Beach Summer Wheat    1225 0.052   7
## 2007                        Point Nude Beach Summer Wheat     816 0.050   7
## 2008                 Point Nude Beach Summer Wheat (2011)     772 0.050   7
## 2009                                     Drop Dead Blonde     684 0.035  NA
## 2010                                      Three Kings Ale     650 0.049  13
## 2011                                    Point Oktoberfest     456 0.057  15
## 2012                                       2012 Black Ale     357 0.054  32
## 2013                 Point Nude Beach Summer Wheat (2010)     141 0.050   7
## 2014                               Point Cascade Pale Ale     140 0.054  33
## 2015                                  Point Amber Classic     139 0.047  14
## 2016                                  Point Special Lager     138 0.047   9
## 2017                                          Wisco Disco     953 0.051  31
## 2018                                             Brontide    1983 0.050  NA
## 2019                                             Brontide    1631 0.050  NA
## 2020                                            Classique    1344 0.045  NA
## 2021                          Sunsplash Golden Ale (2004)     922 0.045  NA
## 2022                               Sand Island Lighthouse    1410 0.051  25
## 2023                                Lily Flagg Milk Stout     925 0.050  30
## 2024                                       Monkeynaut IPA     637 0.072  70
## 2025                                Straub Beer (Current)    2369 0.050  NA
## 2026                                       American Lager    2233 0.041   8
## 2027                                       American Amber    2232 0.041   8
## 2028                                       American Light    2231 0.032  13
## 2029                                       Extra Pale Ale    2352 0.053  49
## 2030                                           Make It So    2549 0.053  40
## 2031                                  Hopvale Organic Ale    2473 0.047  55
## 2032                               Unchained #18 Hop Silo    2415 0.083 100
## 2033                                              Tip Off    2605 0.052  29
## 2034                                             Java Mac    2215 0.054  NA
## 2035                                              Cowbell    2164 0.054  23
## 2036                        Hop Up Offa That Brett (2014)    2085 0.058  20
## 2037                                     PV Muckle (2013)    2084 0.083  23
## 2038     Bourbon Barrel Batch 666: Sympathy for the Devil    2083 0.099  36
## 2039                                           Whip Fight    2082 0.090  30
## 2040                                 Port Barrel Wee Mac     2081 0.053  23
## 2041                                  Fistful Of Hops Red    2001 0.064  75
## 2042                               Fistful of Hops Orange    2000 0.063  75
## 2043                                 Fistful Of Hops Blue    1999 0.064  75
## 2044                                Fistful of Hops Green    1996 0.064  75
## 2045                                          30 Min Coma    1948    NA  NA
## 2046                                           Wee Muckle    1656 0.090  30
## 2047                                           Royal Brat    1599 0.065  55
## 2048                              Grapefruit Jungle (GFJ)    1420 0.075  77
## 2049                                      Osiris Pale Ale    1389 0.056  50
## 2050                           Bourbon Barrel Aged Timmie    1367 0.099  75
## 2051                                 Stupid Sexy Flanders    1366 0.063  23
## 2052                               Bourbon Barrel Cowbell    1347    NA  NA
## 2053                                      Popcorn Pilsner    1314 0.054  NA
## 2054                                       Ring of Dingle    1128 0.071  27
## 2055                               Bourbon Barrel Wee Mac    1127 0.054  23
## 2056                                 Bourbon Barrel Johan    1049 0.099  60
## 2057                                            The Deuce     934 0.070  NA
## 2058                                       The Velvet Fog     923 0.090  24
## 2059                                 Sun King Oktoberfest     874 0.055  23
## 2060                           Indianapolis Indians Lager     739 0.052  24
## 2061                         Indians Victory Lager (2012)     698 0.052  24
## 2062                                                Chaka     660 0.080  NA
## 2063                                                 Isis     651 0.091  91
## 2064                                    Wee Muckle (2011)     584 0.090  30
## 2065                       Grapefruit Jungle (GFJ) (2011)     532 0.075  77
## 2066                          Sun King Oktoberfest (2011)     526 0.055  23
## 2067                                 Johan the Barleywine     394 0.099  60
## 2068                           Wee Mac Scottish-Style Ale     213 0.054  23
## 2069                                   Sunlight Cream Ale      55 0.053  20
## 2070                               Osiris Pale Ale (2010)      54 0.056  50
## 2071                                            Dam Lager    1207 0.045  NA
## 2072                                         Red Clay IPA    1206 0.070  NA
## 2073                                     Todd the Axe Man    2543 0.072  NA
## 2074                                             Doomtree    2409 0.057  NA
## 2075                                               BLAKKR    1739 0.099  85
## 2076                      Overrated! West Coast Style IPA    1112 0.073  69
## 2077                                                  WET     329 0.075  90
## 2078                                        Bitter Brewer      19 0.040  37
## 2079                                            SurlyFest      18 0.055  34
## 2080                                        Coffee Bender      17 0.051  45
## 2081                                               Bender      16 0.051  45
## 2082                                         Abrasive Ale      15 0.097 120
## 2083                                                 Hell      14 0.051  20
## 2084                                             CynicAle      13 0.067  33
## 2085                                              Furious      12 0.062  99
## 2086                                             Big Nose    1242 0.073  50
## 2087                                         Cotton Mouth    1241 0.050  10
## 2088                               Stump Knocker Pale Ale    1240 0.056  35
## 2089                                         Midnight Oil    1239 0.050  38
## 2090                                           Wild Night    1238 0.059  18
## 2091                         Bermuda Triangle Ginger Beer    1554 0.045  NA
## 2092                                        Take Two Pils    2568 0.055  35
## 2093                                          Waterkeeper    2551 0.057  NA
## 2094                                       SweetWater IPA    1710 0.064  NA
## 2095                                   420 Extra Pale Ale    1709 0.054  NA
## 2096                            Dodgy Knight Imperial IPA    1229 0.080  95
## 2097                                      TailGate Saison    1164 0.050  NA
## 2098                                         TailGate IPA     663 0.050  44
## 2099                                         TailGate IPA     662 0.050  44
## 2100                                  TailGate Hefeweizen     623 0.049  28
## 2101                                      Blacktop Blonde     622 0.050  19
## 2102                                      Blacktop Blonde     362 0.050  19
## 2103                                  TailGate Hefeweizen     361 0.049  28
## 2104                                       Wooden Rooster    2575 0.085  34
## 2105                                  Ginger Peach Saison    2555 0.048  20
## 2106                                        Zombie Monkie    1736 0.062  35
## 2107                              Wild Plum Farmhouse Ale    1196 0.056  20
## 2108                           Vanilla Bean Buffalo Sweat    1063 0.050  20
## 2109                                            Ethos IPA    1017 0.068 110
## 2110                                    Tallgrass Pub Ale    1009 0.044  12
## 2111                                                Oasis     912 0.072  93
## 2112                                        Buffalo Sweat     765 0.050  20
## 2113                             Halcyon Unfiltered Wheat     676 0.050  20
## 2114                                       8-Bit Pale Ale     595 0.052  NA
## 2115                                       Velvet Rooster     537 0.085  NA
## 2116                             Halcyon Unfiltered Wheat     412 0.050  20
## 2117                                    Köld Lager (2010)     105 0.050  16
## 2118                                         Oasis (2010)     104 0.072  93
## 2119                                        Tallgrass Ale     103 0.044  22
## 2120                                 Buffalo Sweat (2010)     102 0.050  20
## 2121                                        Tallgrass IPA     101 0.063  60
## 2122                                    Hat Trick Hop IPA    1433 0.068  NA
## 2123                                  Yard Sale Amber Ale    1432 0.056  NA
## 2124                                          Loafin Bräu     936 0.055  NA
## 2125                                Old Elephant Foot IPA     544 0.070  80
## 2126                                        Peck's Porter    2640 0.065  35
## 2127                                              Reactor    2448 0.070  NA
## 2128                                           Mr. Orange    2447 0.057  NA
## 2129                                            Deduction    2601 0.080  22
## 2130                                  Face Down Brown Ale     973 0.057  NA
## 2131                                          Tempter IPA     827 0.064  NA
## 2132                             Bridal Veil Rye Pale Ale     589 0.055  NA
## 2133                                           Smittytown    2155 0.048  NA
## 2134                                      Greenwood Beach    1982 0.040  NA
## 2135                                          Gatecrasher    1939 0.066  NA
## 2136                                        RecreationAle    1082 0.047  42
## 2137                                          First Stand    2119 0.055  35
## 2138                                          Battle LIne    2118 0.063  23
## 2139                                        Broken Bridge    2117 0.056  12
## 2140                                               Brutus    2116 0.071  69
## 2141                                         Petit Mutant    1916 0.060  NA
## 2142                                          The Crusher    1915 0.096  NA
## 2143                                            Beelzebub    1914 0.080  NA
## 2144                                         Focal Banger    1810 0.070  NA
## 2145                                         Heady Topper    1111 0.080 120
## 2146                                         Heady Topper     379 0.080 120
## 2147                     Bomber Mountain Amber Ale (2013)    1200 0.046  20
## 2148                                Indian Paintbrush IPA    1199 0.070  75
## 2149                        Saddle Bronc Brown Ale (2013)    1198 0.048  16
## 2150                                 Wagon Box Wheat Beer    1197 0.059  15
## 2151                                   Birdhouse Pale Ale    1945 0.050  NA
## 2152                                                 Ozzy    1079 0.073  NA
## 2153                                         Resurrection      94 0.070  NA
## 2154                                Bronx Summer Pale Ale    1748 0.052  16
## 2155                                 Bronx Black Pale Ale    1747 0.057  46
## 2156                                       Bronx Pale Ale    1037 0.063  50
## 2157                                            Surfrider    2594 0.052  35
## 2158                                       Kolschtal Eddy    2035 0.055  NA
## 2159                                South Bay Session IPA    2034 0.050  NA
## 2160                                      Grandma's Pecan    1562 0.069  34
## 2161                                         Double Trunk    1561 0.099 101
## 2162                                             Just IPA    1749 0.046  45
## 2163                                            Lionshead    2455 0.045  NA
## 2164                          Manhattan Gold Lager (1990)     963    NA  NA
## 2165             G. B. Russo’s Italian Pistachio Pale Ale    2638 0.052  NA
## 2166                              Northern Hawk Owl Amber    1278 0.058  NA
## 2167                                            CEO Stout    1277 0.059  NA
## 2168                                  Will Power Pale Ale    1276 0.047  NA
## 2169                              Curious Traveler Shandy    1732 0.044  NA
## 2170                                       Hunny Do Wheat    2347 0.048  18
## 2171                                   Three Way Pale Ale    1781 0.052  NA
## 2172                                      Rise to the Top    1780 0.041  NA
## 2173                                 Lost Trout Brown Ale    1779 0.049  NA
## 2174                                       Watermelon Ale    2421 0.051  11
## 2175                                    Knotty Blonde Ale    2319 0.040  18
## 2176                            Fivepine Chocolate Porter    2317 0.062  40
## 2177                                    Hoodoo Voodoo IPA    2316 0.062  82
## 2178                                       Hydraulion Red    1913 0.053  22
## 2179                                          40 Mile IPA    1912 0.060  50
## 2180                                          Citra Faced    2617 0.055  64
## 2181                                      Pole Barn Stout    2616 0.055  31
## 2182                                                 Pale    2615 0.054  37
## 2183                                       Yoshi's Nectar    2614 0.053  27
## 2184                                      Leatherhead Red    1889 0.052  NA
## 2185                          Cropduster Mid-American IPA    1222 0.065  NA
## 2186                              Golden Frau Honey Wheat     122 0.075  NA
## 2187                               Cornstalker Dark Wheat     121    NA  NA
## 2188                                           Cafe Leche    2623 0.058  20
## 2189                               Damascene Apricot Sour    2622 0.052  12
## 2190                                                 Csar    2621 0.120  90
## 2191                         Klingon Warnog Roggen Dunkel    1817 0.055  NA
## 2192                                Overlord Imperial IPA    1449 0.085 115
## 2193                                                Alloy     951 0.058  36
## 2194                                  Rivet Irish Red Ale     950 0.051  22
## 2195                                 3 Gear Robust Porter     949 0.052  50
## 2196                             Circuit Bohemian Pilsner     948 0.045  35
## 2197                                  Turnrow Harvest Ale    2321 0.055  NA
## 2198                                       Juke Joint IPA    1755 0.070  60
## 2199                          Parade Ground Coffee Porter    1754 0.070  35
## 2200                            Tin Roof Watermelon Wheat    1428 0.050  21
## 2201                                  Tin Roof Blonde Ale     529 0.045  18
## 2202                               Voodoo Bengal Pale Ale     495 0.055  37
## 2203                                    Perfect Tin Amber     494 0.045  28
## 2204                                         IPA & a Half    1856 0.073  87
## 2205                            Ornery Amber Lager (2003)     736 0.055  33
## 2206                                    Big Island Shandy    1027 0.050  NA
## 2207                                     Preservation IPA    1026 0.068  NA
## 2208                                          Almanac IPA    1938 0.062  72
## 2209                                 Milk Mustachio Stout    1937 0.065  NA
## 2210                                 Farmer's Tan Red Ale    1936 0.060  30
## 2211                              Triangle India Pale Ale     594 0.057  NA
## 2212                                   Triangle White Ale     114 0.050  NA
## 2213                          Triangle Belgian Golden Ale     113 0.080  NA
## 2214                                          Troegenator    2445 0.082  NA
## 2215                                        Nugget Nectar    2444 0.075  93
## 2216                                        Sunshine Pils    2203 0.045  45
## 2217                               Troegenator Doublebock    1510 0.082  25
## 2218                                        Perpetual IPA    1509 0.075  85
## 2219                                  Greenville Pale Ale     433 0.055  52
## 2220                                            Hoppy Boy     641 0.062  65
## 2221                                            Cow Creek    2588 0.054  26
## 2222                                           Chupahopra    2458 0.075  63
## 2223                                            Twisted X    2212 0.051  19
## 2224                                     Day Hike Session    2235 0.041  41
## 2225                                        Trailhead ISA    1661 0.048  48
## 2226                                      Immersion Amber    1660 0.052  27
## 2227                                              Evo IPA    1659 0.062  70
## 2228                                    Presidential Pils    1438 0.048  NA
## 2229                              Evolutionary IPA (2012)    1173 0.062  70
## 2230                                     Persnickety Pale     560 0.057  36
## 2231                                       SoDo Brown Ale     519 0.054  20
## 2232                           Immersion Amber Ale (2011)     518 0.052  27
## 2233                              Evolutionary IPA (2011)     505 0.062  70
## 2234             Trailhead India Style Session Ale (2011)     482 0.048  48
## 2235                                   Panorama Wheat Ale     451 0.046  NA
## 2236                                               Wobble    2497 0.063  69
## 2237                                            Night Cat    2246 0.058  43
## 2238                                     Night Cat (2014)    1630 0.058  43
## 2239                                       Dog Days Lager    1284 0.051  17
## 2240                              Sidekick Extra Pale Ale    1121 0.051  36
## 2241                                         Atom Smasher    1042 0.077  23
## 2242                                              Testudo    1041 0.045  NA
## 2243                                Hobnob B & B Pale Ale    1040 0.065  NA
## 2244                                        Cane and Ebel     861 0.070  68
## 2245                                    Outlaw IPA (2015)     642 0.065  NA
## 2246                                       The Gilded Age    2037 0.045  NA
## 2247                                 No Limits Hefeweizen    1285 0.050  NA
## 2248                             Honeyspot Road White IPA    1189 0.060  NA
## 2249                               Road 2 Ruin Double IPA    1171 0.072  NA
## 2250                                  Workers Comp Saison    1170 0.048  NA
## 2251                                     Ol' Factory Pils    1169 0.050  NA
## 2252                                               PUNK'N    2310 0.050  10
## 2253                               Yard Sale Winter Lager    2100 0.040  22
## 2254                                   Trader Session IPA    1925 0.040  42
## 2255                                         Hop Nosh IPA    1723 0.073  83
## 2256                                                SUM'R    1212 0.040  17
## 2257                             Organic Baba Black Lager    1097 0.040  32
## 2258                                 Hop Notch IPA (2013)    1089 0.073  82
## 2259                                   Cutthroat Pale Ale    1088 0.040  34
## 2260                                  WYLD Extra Pale Ale     974 0.040  29
## 2261                                        Pilsner Ukiah      98 0.055  NA
## 2262                                       The Green Room    2372 0.060  75
## 2263                                     Humbucker Helles    2367 0.047  25
## 2264                      Uncle John's Apple Cherry Cider    1704 0.065  NA
## 2265                     Uncle John's Apricot Apple Cider    1703 0.065  NA
## 2266                             Draught Hard Apple Cider     877 0.065  NA
## 2267                                          Scotty K NA     606 0.001  NA
## 2268                                      Bacon Brown Ale     543 0.068  NA
## 2269                                     Golden State Ale     347 0.064  NA
## 2270                                        Baltic Porter     346 0.078  NA
## 2271                                         Siamese twin      25 0.085  NA
## 2272                                       Double Duckpin    2507 0.085  90
## 2273                                              Old Pro    2506 0.042  10
## 2274                                     Duckpin Pale Ale     829 0.055  NA
## 2275                                         Balt Altbier     582 0.060  NA
## 2276                                 Campside Session IPA    2190 0.045  50
## 2277                                     Upland Wheat Ale    1951 0.045  15
## 2278                                        Dragonfly IPA    1950 0.060  NA
## 2279 Lee Hill Series Vol. 5 - Belgian Style Quadrupel Ale    2565 0.128  NA
## 2280     Lee Hill Series Vol. 4 - Manhattan Style Rye Ale    2564 0.104  NA
## 2281                 Lee Hill Series Vol. 2 - Wild Saison    2563 0.068  24
## 2282  Lee Hill Series Vol. 3 - Barrel Aged Imperial Stout    2562 0.099  51
## 2283       Lee Hill Series Vol. 1 - Barrel Aged Brown Ale    2561 0.076  NA
## 2284                                  Blood Orange Saison    2560 0.060  NA
## 2285                                 Thai Style White IPA    1932 0.065  33
## 2286                   Ferus Fluxus Wild Belgian Pale Ale    1853 0.075  30
## 2287                      Upslope Imperial India Pale Ale    1315 0.099  90
## 2288                                Upslope Christmas Ale     907 0.082  NA
## 2289                                  Upslope Pumpkin Ale     906 0.077  NA
## 2290                       Upslope Belgian Style Pale Ale     683 0.075  30
## 2291                          Upslope Foreign Style Stout     614 0.069  NA
## 2292                   Top Rope Mexican-style Craft Lager     466 0.048  15
## 2293                                  Upslope Craft Lager     444 0.048  22
## 2294                                    Upslope Brown Ale     345 0.067  NA
## 2295                                     Upslope Pale Ale      80 0.058  NA
## 2296                               Upslope India Pale Ale      79 0.072  NA
## 2297                     Common Sense Kentucky Common Ale     382 0.053  22
## 2298                                       Upstate I.P.W.     381 0.065  70
## 2299                   Squatters Full Suspension Pale Ale    1826 0.040  NA
## 2300                      Squatters Hop Rising Double IPA    1825 0.090  75
## 2301                               Devastator Double Bock    1824 0.080  NA
## 2302                         Wasatch Ghostrider White IPA    1823 0.060  NA
## 2303                  Wasatch Ghostrider White IPA (2014)    1682 0.060  NA
## 2304                           Wasatch Apricot Hefeweizen    1681 0.040  NA
## 2305               Squatters Hop Rising Double IPA (2014)    1680 0.090  75
## 2306                   Squatters Full Suspension Pale Ale    1679 0.040  NA
## 2307                                          Nunica Pine    2245 0.068  NA
## 2308                                         Ginger Peach    2244 0.069  NA
## 2309                                      Totally Roasted    1378 0.068  NA
## 2310                                            Blue Gold    1377 0.068  NA
## 2311                                           Hard Apple    1376 0.068  NA
## 2312                               Nitro Can Coffee Stout    2411 0.052  NA
## 2313                                    Voodoo Love Child    1770 0.092  25
## 2314                              White Magick of the Sun    1769 0.079  23
## 2315                               Wynona's Big Brown Ale    1730 0.075  31
## 2316                                             Gran Met    1729 0.092  25
## 2317                                       Good Vibes IPA    1603 0.073  85
## 2318                                             Pilzilla    1488 0.075  85
## 2319                                  Wachusett Light IPA    1846 0.040  37
## 2320                                     Green Monsta IPA    1845 0.060  55
## 2321                                        Wachusett IPA    1844 0.056  50
## 2322                                     Strawberry White    1843 0.047  NA
## 2323                                   Larry Imperial IPA    1418 0.085  85
## 2324                                     Wachusett Summer    1038 0.047  NA
## 2325                                     Country Pale Ale    1030 0.051  17
## 2326                           Wachusett Light IPA (2013)    1029 0.040  37
## 2327                                              Pumpkan     908 0.052  20
## 2328                              Wachusett Blueberry Ale     619 0.045  10
## 2329                                     Green Monsta IPA     618 0.060  55
## 2330                                   T-6 Red Ale (2004)     780 0.047  NA
## 2331                                         Self Starter    2450 0.052  67
## 2332                                              Ermal's    2223 0.054  20
## 2333                                               10 Ton    2222 0.070  NA
## 2334                                           Flyin' Rye    2221 0.070  NA
## 2335                                        Christmas Ale    2439 0.090  NA
## 2336                          Pay It Forward Cocoa Porter    2356 0.070  NA
## 2337                                 West Sixth Amber Ale    1069 0.055  NA
## 2338                                       West Sixth IPA     652    NA  NA
## 2339                                             One Claw    1542 0.055  NA
## 2340                                       Westbrook Gose    1312 0.040   5
## 2341                                           White Thai     576 0.050  16
## 2342                                        Westbrook IPA     575 0.068  65
## 2343                                Westfield Octoberfest    1645 0.057  22
## 2344                            Pop's Old Fashioned Lager    1551 0.052  NA
## 2345                                   Charlie in the Rye    1550 0.058  55
## 2346                                          Royal Lager    2364    NA  NA
## 2347                             Rip Van Winkle (Current)    2348 0.080  NA
## 2348                                     O’Malley’s Stout    2344    NA  NA
## 2349                                       O’Malley’s IPA    2343 0.075  89
## 2350                     O’Malley’s Irish Style Cream Ale    2342    NA  NA
## 2351                           L'il Lucy's Hot Pepper Ale    2341 0.049  28
## 2352                                        Drop Kick Ale    2340 0.052  NA
## 2353                            Raspberry Berliner Weisse    2573 0.055  NA
## 2354                                          Hop Session    2572 0.050  NA
## 2355                            Blueberry Berliner Weisse    2571 0.055  NA
## 2356                                      Berliner Weisse    2570 0.055  NA
## 2357                                          Super G IPA    1498 0.060  NA
## 2358                                           Hefe Lemon    1838 0.049  30
## 2359                                           Hefe Black    1837 0.049  30
## 2360                           Widmer Brothers Hefeweizen    1836 0.049  30
## 2361                                Hop Slayer Double IPA    1619 0.082 100
## 2362                                          Pumpkin Ale    1618 0.045  NA
## 2363                                  Big Bowl Blonde Ale    1364 0.050  NA
## 2364                                          Phat Chance     971 0.052  27
## 2365                         Hop Slayer Double IPA (2011)     740 0.082 100
## 2366                         Hop Slayer Double IPA (2011)     430 0.082 100
## 2367                                Wild Onion Summer Wit     398 0.042  13
## 2368                                           Jack Stout     366 0.060  23
## 2369                        Wild Onion Pumpkin Ale (2010)     334 0.045  NA
## 2370                                       Paddy Pale Ale     162 0.056  41
## 2371                                         Blonde Hunny    2253 0.068  21
## 2372               Wild Wolf Wee Heavy Scottish Style Ale    1318 0.057  20
## 2373                           Wild Wolf American Pilsner    1195 0.045  25
## 2374                                            Alpha Ale    1194 0.051  45
## 2375                                       Mystical Stout     826 0.054  NA
## 2376                                       Bodacious Bock     825 0.075  NA
## 2377                                      Ambitious Lager     813 0.050  NA
## 2378                                     Wyoming Pale Ale     324 0.072  NA
## 2379                                Wind River Blonde Ale     323 0.050  NA
## 2380                                              Ace IPA     762 0.074  83
## 2381                                          P-51 Porter     761 0.080  31
## 2382                              #001 Golden Amber Lager    2149 0.055  NA
## 2383                                 #002 American I.P.A.    2148 0.071  60
## 2384                           #003 Brown & Robust Porter    2147 0.052  NA
## 2385                                  #004 Session I.P.A.    2146 0.048  38
## 2386                                             Tarasque    2047 0.059  NA
## 2387                                Ananda India Pale Ale    1470 0.062  61
## 2388                                            Tiny Bomb    1469 0.045  23
## 2389                                         Train Hopper    2627 0.058  72
## 2390                                Edward’s Portly Brown    2626 0.045  NA
## 2391                                   Troopers Alley IPA    1676 0.059 135
## 2392                              Wolverine Premium Lager    1468 0.047  15
## 2393                           Woodchuck Amber Hard Cider     822 0.050  NA
## 2394                                      4000 Footer IPA    2417 0.065  82
## 2395                                          Summer Brew    2306 0.028  15
## 2396                                         Be Hoppy IPA    1697 0.065  69
## 2397                                           Worthy IPA    2194 0.069  69
## 2398                                      Easy Day Kolsch    1514 0.045  25
## 2399                 Lights Out Vanilla Cream Extra Stout    1513 0.077  30
## 2400                                    Worthy IPA (2013)    1512 0.069  69
## 2401                                          Worthy Pale    1511 0.060  50
## 2402                                   Patty's Chile Beer    1345 0.042  NA
## 2403                            Colorojo Imperial Red Ale    1316 0.082  NA
## 2404                                  Wynkoop Pumpkin Ale    1045 0.055  NA
## 2405                          Rocky Mountain Oyster Stout    1035 0.075  NA
## 2406                                            Belgorado     928 0.067  45
## 2407                                        Rail Yard Ale     807 0.052  NA
## 2408                                      B3K Black Lager     620 0.055  NA
## 2409                                  Silverback Pale Ale     145 0.055  40
## 2410                                 Rail Yard Ale (2009)      84 0.052  NA
##      Brewery_id                               Style Ounces
## 1           409                 American Pale Lager   12.0
## 2           178             American Pale Ale (APA)   12.0
## 3           178                        American IPA   12.0
## 4           178      American Double / Imperial IPA   12.0
## 5           178                        American IPA   12.0
## 6           178                       Oatmeal Stout   12.0
## 7           178             American Pale Ale (APA)   12.0
## 8           178                     American Porter   12.0
## 9           178             American Pale Ale (APA)   12.0
## 10          178      American Double / Imperial IPA   12.0
## 11          178              Saison / Farmhouse Ale   12.0
## 12          178              Saison / Farmhouse Ale   12.0
## 13          178              Saison / Farmhouse Ale   12.0
## 14          178                         Belgian IPA   12.0
## 15          178             American Pale Ale (APA)   12.0
## 16          155                               Cider   12.0
## 17          155                               Cider   12.0
## 18          155                               Cider   12.0
## 19          155                               Cider   12.0
## 20          369                       Baltic Porter   12.0
## 21          369                              Tripel   12.0
## 22          369                 American Barleywine    8.4
## 23          369                       Winter Warmer   12.0
## 24          369                      American Stout   12.0
## 25          369             American Pale Ale (APA)   12.0
## 26          369              Fruit / Vegetable Beer   12.0
## 27          369              Fruit / Vegetable Beer   12.0
## 28          369              Fruit / Vegetable Beer   12.0
## 29          369                        American IPA   12.0
## 30          369                        American IPA   12.0
## 31          369                        American IPA   12.0
## 32          369                  English Strong Ale   12.0
## 33          369      American Double / Imperial IPA   12.0
## 34          369             American Pale Ale (APA)   12.0
## 35          369                       Winter Warmer   12.0
## 36          369                  American Black Ale   12.0
## 37          369                    Belgian Dark Ale   12.0
## 38          369                        American IPA   12.0
## 39          369              Fruit / Vegetable Beer   12.0
## 40           68                        American IPA   12.0
## 41           68                 American Blonde Ale   12.0
## 42           68            American Amber / Red Ale   12.0
## 43           61                  Berliner Weissbier   12.0
## 44           61                 American Blonde Ale   12.0
## 45           61                  American Brown Ale   12.0
## 46           61            American Amber / Red Ale   12.0
## 47           61                  American Black Ale   12.0
## 48           61                        American IPA   12.0
## 49           61                        American IPA   12.0
## 50           61             American Pale Wheat Ale   12.0
## 51           28                        American IPA   16.0
## 52           28                        American IPA   16.0
## 53           28             Belgian Strong Dark Ale   16.0
## 54           28                        American IPA   16.0
## 55           28                  English Strong Ale   16.0
## 56           28                              Kölsch   16.0
## 57           28                    Belgian Dark Ale   16.0
## 58          482                        American IPA   16.0
## 59          482                    English Pale Ale   16.0
## 60          482                    English Pale Ale   16.0
## 61          482      American Double / Imperial IPA   16.0
## 62          374                  Berliner Weissbier   12.0
## 63          463          American Amber / Red Lager   12.0
## 64          463          American Amber / Red Lager   12.0
## 65          534                        American IPA   12.0
## 66          534              Fruit / Vegetable Beer   12.0
## 67          534          American Amber / Red Lager   12.0
## 68           63                        American IPA   16.0
## 69           63                  American Brown Ale   16.0
## 70            2      American Double / Imperial IPA   16.0
## 71            2                  English Barleywine   16.0
## 72            2                  Milk / Sweet Stout   16.0
## 73            2             American Pale Ale (APA)   16.0
## 74            2                     German Pilsener   16.0
## 75            2                         Pumpkin Ale   16.0
## 76            2                    Belgian Pale Ale   16.0
## 77            2                    American Pilsner   16.0
## 78            2      American Double / Imperial IPA   16.0
## 79            2              Saison / Farmhouse Ale   16.0
## 80            2                   American Wild Ale   16.0
## 81            2                        American IPA   16.0
## 82            2                   English Brown Ale   16.0
## 83          368                      American Stout   16.0
## 84          368             American Pale Ale (APA)   16.0
## 85          368                    American Pilsner   16.0
## 86          118                    American Pilsner   12.0
## 87          118             American Pale Ale (APA)   12.0
## 88          118      American Double / Imperial IPA   12.0
## 89          271             American Pale Ale (APA)   12.0
## 90          271                             Altbier   12.0
## 91           74             American Pale Ale (APA)   12.0
## 92          389                              Kölsch   16.0
## 93          389                        American IPA   16.0
## 94          402             American Pale Ale (APA)   16.0
## 95          402                        American IPA   16.0
## 96          402                        American IPA   16.0
## 97           36                        American IPA   12.0
## 98           36                        American IPA   12.0
## 99           36             American Pale Wheat Ale   12.0
## 100          36          American Amber / Red Lager   12.0
## 101          36      California Common / Steam Beer   12.0
## 102         172                                Gose   12.0
## 103         172             American Pale Ale (APA)   12.0
## 104         172                                Gose   12.0
## 105         172                         Pumpkin Ale   12.0
## 106         172                       Oatmeal Stout   12.0
## 107         172                           Cream Ale   12.0
## 108         172                        American IPA   12.0
## 109         172            American Amber / Red Ale   12.0
## 110         172                       Oatmeal Stout   12.0
## 111         172                        Vienna Lager   16.0
## 112         172            American Amber / Red Ale   12.0
## 113         172                           Cream Ale   12.0
## 114         172                       Oatmeal Stout   12.0
## 115         172                       Winter Warmer   12.0
## 116         172                        American IPA   12.0
## 117         172            American Amber / Red Ale   12.0
## 118         172                           Cream Ale   12.0
## 119         172             American Pale Ale (APA)   12.0
## 120         147                        American IPA   16.0
## 121         543             American Pale Ale (APA)   16.0
## 122         543                       Oatmeal Stout   16.0
## 123         435                               Cider   16.0
## 124         435                               Cider   16.0
## 125         435                               Cider   12.0
## 126         194                    Belgian Pale Ale   12.0
## 127         194                             Witbier   12.0
## 128         194                      American Stout   12.0
## 129          70                        American IPA   16.0
## 130          70                 American Blonde Ale   16.0
## 131          70                     American Porter   16.0
## 132         542             American Pale Ale (APA)   12.0
## 133         542             American Pale Wheat Ale   12.0
## 134         514             American Pale Ale (APA)   12.0
## 135         427    American Double / Imperial Stout   12.0
## 136         427              Saison / Farmhouse Ale   12.0
## 137         462                                Gose   16.0
## 138         430                        American IPA   16.0
## 139         529                              Kölsch   12.0
## 140         529                     American Porter   12.0
## 141         529                        American IPA   12.0
## 142         354                              Kölsch   16.0
## 143         354                        American IPA   16.0
## 144         354            American Amber / Red Ale   16.0
## 145         524                 American Blonde Ale   12.0
## 146         524                        American IPA   12.0
## 147         375                      American Stout   12.0
## 148         375      American Double / Imperial IPA   12.0
## 149         375                     American Porter   12.0
## 150         375            American Amber / Red Ale   12.0
## 151          73      American Double / Imperial IPA   16.0
## 152          73                     American Porter   16.0
## 153          73              Fruit / Vegetable Beer   16.0
## 154          73                 American Blonde Ale   12.0
## 155          73                        American IPA   12.0
## 156          73                 Munich Helles Lager   12.0
## 157         414                  American Black Ale   16.0
## 158         414                        American IPA   12.0
## 159         414             American Pale Ale (APA)   12.0
## 160         414                     German Pilsener   12.0
## 161         414                         Schwarzbier   12.0
## 162          38      American Double / Imperial IPA   12.0
## 163          38              Saison / Farmhouse Ale   12.0
## 164          38                     German Pilsener   12.0
## 165          38                             Witbier   12.0
## 166          38                        American IPA   12.0
## 167          38                  American Brown Ale   12.0
## 168         361                         Pumpkin Ale   12.0
## 169         361                Märzen / Oktoberfest   12.0
## 170         361             American Pale Wheat Ale   12.0
## 171         361                        American IPA   12.0
## 172         361                              Tripel   12.0
## 173         361            American Amber / Red Ale   12.0
## 174         236      American Double / Imperial IPA   12.0
## 175         236                     American Porter   12.0
## 176         236                 American Blonde Ale   12.0
## 177         236                        American IPA   12.0
## 178         236            American Amber / Red Ale   12.0
## 179         287                   English Brown Ale   12.0
## 180         287             American Pale Ale (APA)   12.0
## 181         484                        American IPA   12.0
## 182         484             American Pale Ale (APA)   12.0
## 183          35                        American IPA   12.0
## 184          35                        American IPA   12.0
## 185          35                              Kölsch   12.0
## 186          35                        American IPA   12.0
## 187          35                 Munich Helles Lager   12.0
## 188          35                        American IPA   12.0
## 189         319 Extra Special / Strong Bitter (ESB)   12.0
## 190         319                            Rye Beer   12.0
## 191         319            American Amber / Red Ale   12.0
## 192          21                        American IPA   16.0
## 193         252                        American IPA   12.0
## 194         252                 American Blonde Ale   12.0
## 195         117                    American Pilsner   12.0
## 196         117                        American IPA   12.0
## 197         117                 American Pale Lager   12.0
## 198         117                             Witbier   12.0
## 199         117                     Euro Dark Lager   12.0
## 200         259      California Common / Steam Beer   12.0
## 201         259                        American IPA   12.0
## 202         259                         Schwarzbier   12.0
## 203         259                     German Pilsener   12.0
## 204         293      California Common / Steam Beer   12.0
## 205         293                          Hefeweizen   16.0
## 206         293             American Pale Wheat Ale   12.0
## 207         293              Foreign / Export Stout   12.0
## 208         293                            Rye Beer   12.0
## 209         293             American Pale Wheat Ale   12.0
## 210         293            American Amber / Red Ale   12.0
## 211         293             American Pale Ale (APA)   12.0
## 212         293                        American IPA   12.0
## 213         307      American Double / Imperial IPA   16.0
## 214         104              Fruit / Vegetable Beer   12.0
## 215         104             American Pale Ale (APA)   12.0
## 216         104                        American IPA   12.0
## 217         104                               Other   12.0
## 218          77             American Pale Wheat Ale   12.0
## 219          77                            Rye Beer   16.0
## 220          77                             Witbier   16.0
## 221          77             American Pale Wheat Ale   16.0
## 222          77                        American IPA   16.0
## 223          77                  American Brown Ale   16.0
## 224          54        English India Pale Ale (IPA)   12.0
## 225          54      American Double / Imperial IPA   16.0
## 226          54                 American Blonde Ale   12.0
## 227          76                  American Black Ale   12.0
## 228          76                        American IPA   12.0
## 229          76 Extra Special / Strong Bitter (ESB)   12.0
## 230          76                        American IPA   12.0
## 231          76                  American Black Ale   12.0
## 232          76                     German Pilsener   12.0
## 233         279        English India Pale Ale (IPA)   12.0
## 234         279             American Pale Ale (APA)   12.0
## 235         464                        American IPA   12.0
## 236         464                      Czech Pilsener   12.0
## 237         464                     American Porter   12.0
## 238         464                          Hefeweizen   12.0
## 239         464                 American Blonde Ale   12.0
## 240         221                 American Strong Ale   16.0
## 241         221      American Double / Imperial IPA   12.0
## 242         221      California Common / Steam Beer   16.0
## 243         221            American Amber / Red Ale   16.0
## 244         478                        American IPA   12.0
## 245         478                      American Stout   12.0
## 246         478              Saison / Farmhouse Ale   12.0
## 247           9                      American Stout   16.0
## 248           9                        American IPA   16.0
## 249          41              Fruit / Vegetable Beer   12.0
## 250          41                        American IPA   16.0
## 251         520                      Czech Pilsener   12.0
## 252         520                        American IPA   12.0
## 253         337                        American IPA   12.0
## 254         337                    English Pale Ale   12.0
## 255         337             American Pale Wheat Ale   12.0
## 256         337                  American Brown Ale   12.0
## 257         337                  English Strong Ale   12.0
## 258         337                  American Brown Ale   12.0
## 259         337             American Pale Wheat Ale   12.0
## 260         337                        American IPA   12.0
## 261         337                 American Blonde Ale   12.0
## 262         337                    English Pale Ale   12.0
## 263         337             American Pale Wheat Ale   12.0
## 264         337                  American Brown Ale   12.0
## 265         222                        American IPA   12.0
## 266         222            American Amber / Red Ale   12.0
## 267         445             American Pale Ale (APA)   16.0
## 268         445                            Rye Beer   16.0
## 269         445      American Double / Imperial IPA   16.0
## 270         445                       Oatmeal Stout   16.0
## 271         445                        American IPA   16.0
## 272          71             American Pale Ale (APA)   16.0
## 273         408                  American Brown Ale   12.0
## 274         408             American Pale Ale (APA)   12.0
## 275         408                 American Blonde Ale   12.0
## 276          19                            Rye Beer   16.0
## 277         113                 American Blonde Ale   12.0
## 278         113                        American IPA   12.0
## 279         113                          Hefeweizen   12.0
## 280         113             American Pale Ale (APA)   12.0
## 281         295                 American Strong Ale   12.0
## 282         295                     American Porter   12.0
## 283         295              Saison / Farmhouse Ale   12.0
## 284         295            American Amber / Red Ale   12.0
## 285          80                  American Brown Ale   12.0
## 286          80            American Amber / Red Ale   12.0
## 287          96                            Rye Beer   12.0
## 288          13                        American IPA   12.0
## 289          13              Foreign / Export Stout   12.0
## 290          13             American Pale Wheat Ale   12.0
## 291          13                  American Brown Ale   12.0
## 292          13                        American IPA   12.0
## 293          13                           Cream Ale   12.0
## 294         381             American Pale Wheat Ale   12.0
## 295         381                    American Pilsner   12.0
## 296         381                  American Brown Ale   12.0
## 297         381            American Amber / Red Ale   12.0
## 298         381      American Double / Imperial IPA   12.0
## 299         381                     German Pilsener   12.0
## 300         381      American Double / Imperial IPA   12.0
## 301         381                      American Stout   12.0
## 302         381              Saison / Farmhouse Ale   12.0
## 303         381             American Pale Ale (APA)   12.0
## 304         381 Extra Special / Strong Bitter (ESB)   12.0
## 305         381 Extra Special / Strong Bitter (ESB)   12.0
## 306         381 Extra Special / Strong Bitter (ESB)   12.0
## 307         381             American Pale Ale (APA)   12.0
## 308         423                                Mead   12.0
## 309         423                                Mead   12.0
## 310         305      American Double / Imperial IPA   12.0
## 311         383             American Pale Ale (APA)   12.0
## 312         383 Extra Special / Strong Bitter (ESB)   12.0
## 313         383                     Euro Pale Lager   12.0
## 314         383             American Pale Ale (APA)   12.0
## 315         415                              Kölsch   12.0
## 316          78                      American Stout   12.0
## 317          78             American Pale Wheat Ale   12.0
## 318          78            American Amber / Red Ale   12.0
## 319          78             American Pale Ale (APA)   12.0
## 320         490                  American Black Ale   16.0
## 321         490                  American White IPA   12.0
## 322         490                 American Blonde Ale   12.0
## 323         490                        Vienna Lager   12.0
## 324         365           Dortmunder / Export Lager   12.0
## 325         365                             Altbier   12.0
## 326         365                         Schwarzbier   12.0
## 327         365                      Czech Pilsener   12.0
## 328         365                        Vienna Lager   12.0
## 329         379                        American IPA   12.0
## 330         379                           Cream Ale   12.0
## 331         379                  American Brown Ale   12.0
## 332         282                        American IPA   16.0
## 333         282                     Irish Dry Stout   16.0
## 334         526                 Munich Helles Lager   12.0
## 335         526                 Munich Helles Lager   12.0
## 336         108                        American IPA   12.0
## 337         108              Scotch Ale / Wee Heavy   16.0
## 338         108                      Czech Pilsener   16.0
## 339         108                Märzen / Oktoberfest   12.0
## 340         108        English India Pale Ale (IPA)   16.0
## 341         108                 American Blonde Ale   12.0
## 342         108                        American IPA   16.0
## 343         108                 American Blonde Ale   12.0
## 344         108                 American Blonde Ale   12.0
## 345         108 Extra Special / Strong Bitter (ESB)   12.0
## 346         108                 Munich Dunkel Lager   16.0
## 347         108             American Pale Ale (APA)   12.0
## 348         108                       Winter Warmer   12.0
## 349         108                     American Porter   16.0
## 350         108             American Pale Ale (APA)   12.0
## 351         108                  American Brown Ale   12.0
## 352         108                      Czech Pilsener   12.0
## 353         108                 American Blonde Ale   16.0
## 354         108                        American IPA   16.0
## 355         232                     American Porter   16.0
## 356         301                              Radler   12.0
## 357         301                        American IPA   16.0
## 358         301                             Witbier   12.0
## 359         301                                Bock   12.0
## 360         301                        Vienna Lager   16.0
## 361         301                        Vienna Lager   12.0
## 362         301                Märzen / Oktoberfest   12.0
## 363         301             American Pale Wheat Ale   12.0
## 364         301                        Vienna Lager   12.0
## 365         418             American Pale Ale (APA)   12.0
## 366         418             American Pale Ale (APA)   12.0
## 367         418             American Pale Ale (APA)   12.0
## 368          32                        American IPA   12.0
## 369         168             American Pale Ale (APA)   12.0
## 370         168                        American IPA   12.0
## 371         168               English Dark Mild Ale   12.0
## 372         220                     American Porter   12.0
## 373         220                     American Porter   12.0
## 374         220                        American IPA   12.0
## 375         220                          Hefeweizen   12.0
## 376         220            American Amber / Red Ale   12.0
## 377         208            American Amber / Red Ale   12.0
## 378         196                              Kölsch   16.0
## 379         392             American Pale Wheat Ale   12.0
## 380         392             American Pale Wheat Ale   12.0
## 381         392                        American IPA   12.0
## 382         392            American Amber / Red Ale   12.0
## 383         309              Fruit / Vegetable Beer   12.0
## 384         309                        American IPA   12.0
## 385         309                       Irish Red Ale   12.0
## 386         309             American Pale Wheat Ale   12.0
## 387          20             American Pale Ale (APA)   16.0
## 388          86            American Amber / Red Ale   16.0
## 389          11              Saison / Farmhouse Ale   16.0
## 390          11                    Belgian Pale Ale   16.0
## 391          11    American Double / Imperial Stout   16.0
## 392          11                        American IPA   16.0
## 393          11                           Rauchbier   16.0
## 394          11                      Bière de Garde   16.0
## 395          11                         Belgian IPA   16.0
## 396          11                          Doppelbock   16.0
## 397          11              Saison / Farmhouse Ale   16.0
## 398          11                             Witbier   16.0
## 399          11                         Belgian IPA   16.0
## 400          11              Saison / Farmhouse Ale   16.0
## 401          11                         Belgian IPA   16.0
## 402          11              Saison / Farmhouse Ale   16.0
## 403          11                            Rye Beer   16.0
## 404          11                        Dunkelweizen   16.0
## 405          11             Belgian Strong Pale Ale   16.0
## 406          11                              Dubbel   16.0
## 407          11                    Belgian Dark Ale   16.0
## 408          11                    Belgian Dark Ale   16.0
## 409          11                    Belgian Pale Ale   16.0
## 410          11                             Witbier   16.0
## 411          11                       Oatmeal Stout   16.0
## 412          11                     American Porter   16.0
## 413          11                    Quadrupel (Quad)   16.0
## 414          11                           Rauchbier   16.0
## 415          11                         Belgian IPA   16.0
## 416          11                    Belgian Dark Ale   16.0
## 417          11                         Belgian IPA   16.0
## 418          11                            Rye Beer   16.0
## 419          11                      American Stout   16.0
## 420          11              Fruit / Vegetable Beer   16.0
## 421          11                    Belgian Dark Ale   16.0
## 422          11                    Belgian Dark Ale   16.0
## 423          11                    Belgian Pale Ale   16.0
## 424          11                      Bière de Garde   16.0
## 425          11                    Belgian Dark Ale   16.0
## 426          11                             Witbier   16.0
## 427          11                      American Stout   16.0
## 428          11                         Belgian IPA   16.0
## 429          11                   American Wild Ale   16.0
## 430          11              Fruit / Vegetable Beer   16.0
## 431          11      American Double / Imperial IPA   16.0
## 432          11                      Bière de Garde   16.0
## 433          11                  American Black Ale   16.0
## 434          11              Saison / Farmhouse Ale   16.0
## 435          11                              Tripel   16.0
## 436          11                    Belgian Dark Ale   16.0
## 437          11            American Amber / Red Ale   16.0
## 438          11                    Quadrupel (Quad)   16.0
## 439          11    American Double / Imperial Stout   16.0
## 440          11                   American Wild Ale   16.0
## 441          11                      Bière de Garde   16.0
## 442          11              Russian Imperial Stout   16.0
## 443          11            American Amber / Red Ale   16.0
## 444          11              Saison / Farmhouse Ale   16.0
## 445          11                              Tripel   16.0
## 446          11                         Belgian IPA   16.0
## 447          11             Belgian Strong Dark Ale   16.0
## 448          11              Saison / Farmhouse Ale   16.0
## 449          11                    Belgian Pale Ale   16.0
## 450          11                         Belgian IPA   16.0
## 451         468             American Pale Ale (APA)   12.0
## 452         468             American Pale Wheat Ale   12.0
## 453          90            American Amber / Red Ale   16.0
## 454         494            American Amber / Red Ale   12.0
## 455         494             American Pale Ale (APA)   12.0
## 456         494                           Cream Ale   12.0
## 457         494                        American IPA   12.0
## 458         438        English India Pale Ale (IPA)   16.0
## 459         438               English Pale Mild Ale   12.0
## 460         438        English India Pale Ale (IPA)   12.0
## 461         438               English Pale Mild Ale   12.0
## 462         438          American Amber / Red Lager   16.0
## 463         438          American Amber / Red Lager   12.0
## 464         531                         Belgian IPA   16.0
## 465         531               Maibock / Helles Bock   16.0
## 466         531                  American Black Ale   16.0
## 467         531                         Schwarzbier   16.0
## 468         531            American Amber / Red Ale   16.0
## 469         531                Herbed / Spiced Beer   16.0
## 470         531                         Schwarzbier   16.0
## 471         358                 Munich Helles Lager   16.0
## 472          57             American Pale Ale (APA)   12.0
## 473         215                 American Blonde Ale   12.0
## 474         215                             Witbier   12.0
## 475         215      American Double / Imperial IPA   16.0
## 476          25                  American Brown Ale   16.0
## 477          25                  American Black Ale   16.0
## 478          25              Fruit / Vegetable Beer   24.0
## 479          25             American Pale Ale (APA)   12.0
## 480          25      American Double / Imperial IPA   12.0
## 481          25                           Cream Ale   12.0
## 482          25             American Pale Wheat Ale   16.0
## 483          25             American Pale Wheat Ale   16.0
## 484          25                        American IPA   16.0
## 485          25                        American IPA   16.0
## 486          25             American Pale Ale (APA)   16.0
## 487         198                 American Pale Lager   12.0
## 488         518             American Pale Ale (APA)   12.0
## 489         557                          Hefeweizen   12.0
## 490         557                        American IPA   12.0
## 491         557                  Milk / Sweet Stout   12.0
## 492         557             American Pale Ale (APA)   12.0
## 493           6    American Double / Imperial Stout   12.0
## 494           6                  American Brown Ale   12.0
## 495           6             American Pale Ale (APA)   12.0
## 496           6                              Kölsch   16.0
## 497           6                        American IPA   16.0
## 498           6      American Double / Imperial IPA   16.0
## 499         183                     American Porter   16.0
## 500         183                 American Blonde Ale   16.0
## 501         183            American Amber / Red Ale   16.0
## 502         183                        American IPA   16.0
## 503         183            American Amber / Red Ale   16.0
## 504         183                 American Blonde Ale   16.0
## 505         156                        American IPA   12.0
## 506         156                     American Porter   12.0
## 507         156             American Pale Ale (APA)   12.0
## 508         156              American Adjunct Lager   12.0
## 509         156            American Amber / Red Ale   12.0
## 510         156                        American IPA   12.0
## 511         156                        American IPA   12.0
## 512         156             American Pale Ale (APA)   12.0
## 513         156             American Pale Ale (APA)   12.0
## 514         156             American Pale Ale (APA)   12.0
## 515         156             American Pale Ale (APA)   12.0
## 516         156             American Pale Ale (APA)   12.0
## 517         156            American Amber / Red Ale   12.0
## 518         156                        American IPA   12.0
## 519         179                    American Pilsner   12.0
## 520         179                        American IPA   12.0
## 521         498                             Witbier   12.0
## 522         498            American Amber / Red Ale   12.0
## 523         498                 American Blonde Ale   12.0
## 524         498               English Dark Mild Ale   12.0
## 525         231                         Pumpkin Ale   16.0
## 526         231      American Double / Imperial IPA   16.0
## 527         231                        American IPA   12.0
## 528         231                     German Pilsener   12.0
## 529         231            American Amber / Red Ale   12.0
## 530         268            American Amber / Red Ale   16.0
## 531         268                 American Blonde Ale   16.0
## 532         193                  American Black Ale   12.0
## 533         193                        Vienna Lager   12.0
## 534         193                 Munich Helles Lager   12.0
## 535         193                        American IPA   12.0
## 536         193                 Munich Helles Lager   16.0
## 537         193                        American IPA   12.0
## 538         193                        Vienna Lager   12.0
## 539         193             American Pale Wheat Ale   12.0
## 540         193                        Vienna Lager   12.0
## 541         193             American Pale Ale (APA)   12.0
## 542         193                 American Pale Lager   12.0
## 543         505                 American Blonde Ale   12.0
## 544         505                 American Blonde Ale   12.0
## 545         505                 American Blonde Ale   12.0
## 546         180                       Winter Warmer   16.0
## 547         180        English India Pale Ale (IPA)   12.0
## 548         180                              Kölsch   12.0
## 549         223                  American Black Ale   16.0
## 550         223                  Berliner Weissbier   16.0
## 551         223      American Double / Imperial IPA   16.0
## 552         223                        American IPA   12.0
## 553         405                               Cider   16.0
## 554         405                               Cider   16.0
## 555         332                           Cream Ale   12.0
## 556         332                        American IPA   12.0
## 557         332                             Witbier   12.0
## 558         332                       Winter Warmer   12.0
## 559         332                             Witbier   12.0
## 560         332                        American IPA   12.0
## 561         332                           Cream Ale   12.0
## 562         286                             Witbier   16.0
## 563         286                        Scottish Ale   16.0
## 564          97                  American Brown Ale   12.0
## 565          97                     American Porter   12.0
## 566          30      American Double / Imperial IPA   16.0
## 567          30                                       16.0
## 568          30                        American IPA   16.0
## 569          30                         Smoked Beer   16.0
## 570          30             American Pale Ale (APA)   16.0
## 571          30                           Cream Ale   16.0
## 572         453                 American Blonde Ale   12.0
## 573         453            American Amber / Red Ale   12.0
## 574         123                             Altbier   12.0
## 575         123          American Amber / Red Lager   12.0
## 576         123                             Altbier   12.0
## 577         123             American Pale Ale (APA)   12.0
## 578         351                Herbed / Spiced Beer   16.0
## 579         351                        American IPA   16.0
## 580         351      American Double / Imperial IPA   16.0
## 581         351                  American Black Ale   16.0
## 582         237                            Rye Beer   24.0
## 583         237                      American Stout   12.0
## 584         237                              Kölsch   12.0
## 585         237                        American IPA   12.0
## 586         251                              Kölsch   16.0
## 587         251              Fruit / Vegetable Beer   16.0
## 588         251             American Pale Ale (APA)   16.0
## 589         251                   English Brown Ale   16.0
## 590         227                 American Strong Ale   16.0
## 591         227                Märzen / Oktoberfest   16.0
## 592         122                        American IPA   16.0
## 593         122              Fruit / Vegetable Beer   16.0
## 594         122                             Altbier   16.0
## 595         100      American Double / Imperial IPA   12.0
## 596         527                    American Pilsner   12.0
## 597         426                               Cider   12.0
## 598         426                               Cider   12.0
## 599         142                                Bock   12.0
## 600         142                        American IPA   12.0
## 601         142                  American Black Ale   12.0
## 602         142                  American Brown Ale   12.0
## 603         142                Märzen / Oktoberfest   12.0
## 604         142                     American Porter   12.0
## 605         142                        American IPA   12.0
## 606         142                        American IPA   12.0
## 607         142                        American IPA   12.0
## 608         142             American Pale Ale (APA)   12.0
## 609         142                        American IPA   12.0
## 610         142                        American IPA   12.0
## 611         142                        American IPA   12.0
## 612         142             American Pale Ale (APA)   12.0
## 613         142             American Pale Wheat Ale   16.0
## 614         142                        American IPA   12.0
## 615         142                        American IPA   12.0
## 616         142                     American Porter   12.0
## 617         142             American Pale Ale (APA)   12.0
## 618         142                   English Brown Ale   12.0
## 619         142                  American Brown Ale   12.0
## 620         142                 Munich Helles Lager   12.0
## 621         142            American Amber / Red Ale   12.0
## 622         142                        American IPA   12.0
## 623         142                             Witbier   12.0
## 624         146                         Light Lager   12.0
## 625         146                         Pumpkin Ale   12.0
## 626         146                             Witbier   12.0
## 627         146                 Munich Helles Lager   12.0
## 628         146                        American IPA   12.0
## 629         146                         Light Lager   12.0
## 630         146                    English Pale Ale   12.0
## 631         321                        American IPA   16.0
## 632         419                  American Black Ale   12.0
## 633         419             American Pale Wheat Ale   16.0
## 634         416                 American Blonde Ale   12.0
## 635         416                  American Brown Ale   12.0
## 636         102                              Kölsch   12.0
## 637         102                        American IPA   12.0
## 638         102            American Amber / Red Ale   12.0
## 639         102            American Amber / Red Ale   12.0
## 640         233              Fruit / Vegetable Beer   16.0
## 641         483                        American IPA   16.0
## 642         483                     German Pilsener   16.0
## 643         483                 American Blonde Ale   16.0
## 644         140                    American Pilsner   12.0
## 645         140            American Amber / Red Ale   12.0
## 646         140                       Oatmeal Stout   12.0
## 647         140 Extra Special / Strong Bitter (ESB)   12.0
## 648         513                 American Pale Lager   12.0
## 649         554                              Kölsch   12.0
## 650         516                 American Blonde Ale   16.0
## 651         516                       Oatmeal Stout   16.0
## 652         516                  American Black Ale   16.0
## 653          64             American Pale Ale (APA)   12.0
## 654          64             Belgian Strong Pale Ale   12.0
## 655          64                      American Stout   12.0
## 656          64            American Amber / Red Ale   12.0
## 657          64            American Amber / Red Ale   12.0
## 658          64                             Witbier   12.0
## 659          64             American Pale Ale (APA)   12.0
## 660          64            American Amber / Red Ale   12.0
## 661         248                        American IPA   12.0
## 662         248                  Berliner Weissbier   12.0
## 663         170                 American Blonde Ale   12.0
## 664         170                     American Porter   12.0
## 665         170             American Pale Ale (APA)   12.0
## 666         213            American Amber / Red Ale   12.0
## 667         213                Herbed / Spiced Beer   12.0
## 668         213                  American Brown Ale   12.0
## 669         213                 American Blonde Ale   12.0
## 670         213                           Cream Ale   12.0
## 671         213                     American Porter   12.0
## 672         213                        American IPA   12.0
## 673         473            American Amber / Red Ale   16.0
## 674         473                              Kölsch   16.0
## 675         316                 American Blonde Ale   16.0
## 676         316                             Witbier   16.0
## 677         316                        Scottish Ale   16.0
## 678         316                        American IPA   16.0
## 679         324                    English Pale Ale   12.0
## 680         324                              Kölsch   12.0
## 681         228              Scotch Ale / Wee Heavy   12.0
## 682         228                 American Blonde Ale   12.0
## 683         228                          Hefeweizen   12.0
## 684         228                     American Porter   12.0
## 685         228      American Double / Imperial IPA   12.0
## 686         228                        American IPA   12.0
## 687         228                    Belgian Pale Ale   12.0
## 688         228             American Pale Ale (APA)   12.0
## 689         452                        American IPA   16.0
## 690         452                        American IPA   16.0
## 691         359                        American IPA   16.0
## 692         555                 American Pale Lager   12.0
## 693         334                 American Blonde Ale   12.0
## 694         334             American Pale Ale (APA)   12.0
## 695         331            American Amber / Red Ale   12.0
## 696         128                     Euro Pale Lager   12.0
## 697         128                  American Brown Ale   12.0
## 698         128      American Double / Imperial IPA   12.0
## 699         128             American Pale Ale (APA)   12.0
## 700         128                       Baltic Porter   12.0
## 701         128              Saison / Farmhouse Ale   16.0
## 702         128                     German Pilsener   12.0
## 703         128                 American Blonde Ale   12.0
## 704         128                        American IPA   12.0
## 705         284                        American IPA   12.0
## 706         284               English Pale Mild Ale   12.0
## 707         454                     Irish Dry Stout   12.0
## 708         454                 American Blonde Ale   12.0
## 709         454                        American IPA   12.0
## 710         454                       Irish Red Ale   12.0
## 711         264                        American IPA   12.0
## 712         264                     American Porter   12.0
## 713         455             American Pale Ale (APA)   12.0
## 714          58                          Hefeweizen   12.0
## 715          58                    Abbey Single Ale   12.0
## 716          58                        American IPA   12.0
## 717          58                                Gose   12.0
## 718          58              Fruit / Vegetable Beer   12.0
## 719          58      American Double / Imperial IPA   12.0
## 720          58                    Abbey Single Ale   12.0
## 721         238             American Pale Ale (APA)   12.0
## 722         238             American Pale Ale (APA)   12.0
## 723         492            American Amber / Red Ale   16.0
## 724         492                  American Black Ale   16.0
## 725         492                        American IPA   16.0
## 726         492              Scotch Ale / Wee Heavy   16.0
## 727         320             American Pale Ale (APA)   12.0
## 728         312                        American IPA   16.0
## 729         489            American Amber / Red Ale   12.0
## 730         532                          Hefeweizen   16.0
## 731         532 Extra Special / Strong Bitter (ESB)   16.0
## 732         532      American Double / Imperial IPA   16.0
## 733         532             American Pale Ale (APA)   16.0
## 734         532                     Irish Dry Stout   16.0
## 735         532               English Dark Mild Ale   16.0
## 736         447                               Cider   12.0
## 737         447                               Cider   12.0
## 738         497                        American IPA   12.0
## 739         497              Fruit / Vegetable Beer   12.0
## 740         497                          Hefeweizen   12.0
## 741         497            American Amber / Red Ale   12.0
## 742         341                        American IPA   12.0
## 743         539             American Pale Wheat Ale   12.0
## 744         370                         Pumpkin Ale   16.0
## 745         370                        American IPA   16.0
## 746         370             American Pale Ale (APA)   16.0
## 747         370                         Pumpkin Ale   16.0
## 748         370              Fruit / Vegetable Beer   16.0
## 749         370                     German Pilsener   16.0
## 750         370                        American IPA   16.0
## 751         353 Extra Special / Strong Bitter (ESB)   16.0
## 752         517          American Amber / Red Lager   16.0
## 753         466                  American Brown Ale   12.0
## 754         474              American Adjunct Lager   16.0
## 755          82              Fruit / Vegetable Beer   12.0
## 756          82             American Pale Ale (APA)   12.0
## 757          82                 American Pale Lager   12.0
## 758          82                        American IPA   12.0
## 759         171                        American IPA   12.0
## 760         171                        American IPA   12.0
## 761          27                 American Blonde Ale   16.0
## 762          27                         Belgian IPA   16.0
## 763          27             American Pale Wheat Ale   16.0
## 764          27             American Pale Ale (APA)   16.0
## 765          27                     American Porter   16.0
## 766          27                      Czech Pilsener   16.0
## 767         174                  Berliner Weissbier   12.0
## 768         174      American Double / Imperial IPA   16.0
## 769         174             American Pale Ale (APA)   12.0
## 770         174                        American IPA   12.0
## 771         174             American Pale Ale (APA)   12.0
## 772         336             American Pale Ale (APA)   12.0
## 773         336                        Scottish Ale   12.0
## 774         336                        American IPA   12.0
## 775         225             American Pale Ale (APA)   12.0
## 776         225                        American IPA   16.0
## 777         406                      American Stout   16.0
## 778         406                    Belgian Pale Ale   16.0
## 779         406                          Roggenbier   16.0
## 780         406                              Kölsch   16.0
## 781         406                        American IPA   16.0
## 782         202            American Amber / Red Ale   16.0
## 783         202              Fruit / Vegetable Beer   16.0
## 784         202                        American IPA   16.0
## 785         202            American Amber / Red Ale   16.0
## 786         202      American Double / Imperial IPA   16.0
## 787         202                        Scottish Ale   16.0
## 788         173      American Double / Imperial IPA   12.0
## 789         173      American Double / Imperial IPA   16.0
## 790         173      American Double / Imperial IPA   16.0
## 791         173                     American Porter   16.0
## 792          37                       Kristalweizen   12.0
## 793          37                      Czech Pilsener   12.0
## 794          37                              Kölsch   12.0
## 795         257      American Double / Imperial IPA   16.0
## 796         257                  American Black Ale   16.0
## 797         257             Belgian Strong Dark Ale   16.0
## 798         257             American Pale Wheat Ale   16.0
## 799         257                      American Stout   16.0
## 800         257            American Amber / Red Ale   16.0
## 801         257             American Pale Ale (APA)   16.0
## 802         257                        American IPA   16.0
## 803         257             American Pale Ale (APA)   16.0
## 804         257                 American Blonde Ale   16.0
## 805          49                        American IPA   12.0
## 806          49                        American IPA   12.0
## 807          49                     German Pilsener   12.0
## 808          49                 American Blonde Ale   12.0
## 809          49                 American Blonde Ale   12.0
## 810          17                          Doppelbock   16.0
## 811          17                 American Blonde Ale   16.0
## 812          17                        American IPA   16.0
## 813         533                        American IPA   12.0
## 814          55             American Pale Ale (APA)   16.0
## 815         522                        American IPA   12.0
## 816         522                 American Pale Lager   12.0
## 817          51                     American Porter   12.0
## 818          51                        American IPA   12.0
## 819         280              Saison / Farmhouse Ale   12.0
## 820         280                        American IPA   12.0
## 821         280                     American Porter   12.0
## 822         280                 American Blonde Ale   12.0
## 823         218                             Witbier   12.0
## 824         218                        American IPA   12.0
## 825         207                    Belgian Pale Ale   12.0
## 826         207                        American IPA   12.0
## 827         207                        American IPA   16.0
## 828         207                        American IPA   16.0
## 829         207                  American Black Ale   16.0
## 830         207                        American IPA   16.0
## 831         207             American Pale Ale (APA)   16.0
## 832         207                             Witbier   16.0
## 833         207             American Pale Ale (APA)   16.0
## 834         207    American Double / Imperial Stout   16.0
## 835         207          American Amber / Red Lager   16.0
## 836         207                        American IPA   16.0
## 837         152            American Amber / Red Ale   12.0
## 838           5             American Pale Wheat Ale   12.0
## 839           5            American Amber / Red Ale   12.0
## 840           5                              Kölsch   12.0
## 841           5                        American IPA   12.0
## 842          16              Scotch Ale / Wee Heavy   12.0
## 843          16                        American IPA   12.0
## 844          16                        American IPA   12.0
## 845         288                        American IPA   12.0
## 846         288                     American Porter   12.0
## 847         288                 American Blonde Ale   12.0
## 848          23                       Oatmeal Stout   16.0
## 849          23                    Belgian Pale Ale   16.0
## 850          23                        American IPA   16.0
## 851          23                        American IPA   16.0
## 852         349                 American Pale Lager   12.0
## 853         161                              Kölsch   12.0
## 854         161                                       12.0
## 855         161                     American Porter   12.0
## 856         161              Fruit / Vegetable Beer   12.0
## 857         161                        American IPA   12.0
## 858         161                        Scottish Ale   12.0
## 859         161                              Kölsch   12.0
## 860         106                     American Porter   12.0
## 861         106             American Pale Wheat Ale   12.0
## 862         106             American Pale Ale (APA)   12.0
## 863         106                  American White IPA   12.0
## 864         254            American Amber / Red Ale   12.0
## 865         254                        American IPA   12.0
## 866         254                 Munich Helles Lager   12.0
## 867          67                                       12.0
## 868          67                  American Brown Ale   12.0
## 869          67                             Witbier   12.0
## 870          67                 Munich Helles Lager   12.0
## 871          67            American Amber / Red Ale   12.0
## 872          67                             Witbier   12.0
## 873          67                        American IPA   12.0
## 874          67                  Berliner Weissbier   12.0
## 875         461                        American IPA   12.0
## 876         461             American Pale Ale (APA)   12.0
## 877         461                  English Strong Ale   12.0
## 878         461              Saison / Farmhouse Ale   12.0
## 879         461             American Pale Ale (APA)   12.0
## 880         461             American Pale Ale (APA)   12.0
## 881         461                        American IPA   12.0
## 882         434                              Kölsch   12.0
## 883         434              Scotch Ale / Wee Heavy   12.0
## 884         434 Extra Special / Strong Bitter (ESB)   12.0
## 885         181                        American IPA   16.0
## 886         348             American Pale Ale (APA)   12.0
## 887         229                        American IPA   12.0
## 888         229                 American Blonde Ale   12.0
## 889         229            American Amber / Red Ale   12.0
## 890         107                        American IPA   12.0
## 891         241                 American Pale Lager   16.0
## 892         241              Saison / Farmhouse Ale   12.0
## 893         241                        American IPA   16.0
## 894         241                        American IPA   16.0
## 895         241                        American IPA   16.0
## 896         241                        American IPA   16.0
## 897         241                          Hefeweizen   16.0
## 898         241                        American IPA   16.0
## 899         241                        American IPA   12.0
## 900         241                              Kölsch   16.0
## 901         241                  American Brown Ale   16.0
## 902         241                        American IPA   16.0
## 903         241                        American IPA   16.0
## 904         241                        American IPA   16.0
## 905         241                          Hefeweizen   16.0
## 906          40                     American Porter   16.0
## 907         465                        American IPA   12.0
## 908         465             American Pale Wheat Ale   12.0
## 909         479             American Pale Ale (APA)   12.0
## 910         479      American Double / Imperial IPA   12.0
## 911         479                       Oatmeal Stout   12.0
## 912         479                        American IPA   12.0
## 913         479                  American Brown Ale   12.0
## 914         195             American Pale Ale (APA)   12.0
## 915         197                        American IPA   12.0
## 916          89             American Pale Ale (APA)   16.0
## 917          89             American Pale Ale (APA)   12.0
## 918          89             American Pale Wheat Ale   16.0
## 919          89             American Pale Wheat Ale   12.0
## 920          89             American Pale Wheat Ale   12.0
## 921         421                 American Pale Lager   12.0
## 922         537             American Pale Wheat Ale   12.0
## 923         537                    American Pilsner   12.0
## 924         537            American Amber / Red Ale   12.0
## 925         537                        American IPA   12.0
## 926         214             American Pale Wheat Ale   12.0
## 927         214                   English Brown Ale   12.0
## 928         214             American Pale Ale (APA)   12.0
## 929         166                 American Blonde Ale   16.0
## 930         166              Fruit / Vegetable Beer   16.0
## 931         166                     American Porter   16.0
## 932         166                        American IPA   16.0
## 933         166           Dortmunder / Export Lager   16.0
## 934         166                 American Blonde Ale   16.0
## 935         166                     American Porter   16.0
## 936         166                Märzen / Oktoberfest   16.0
## 937         166                  American Brown Ale   16.0
## 938         166              Fruit / Vegetable Beer   16.0
## 939         166           Dortmunder / Export Lager   16.0
## 940         166             American Dark Wheat Ale   16.0
## 941         166                             Witbier   16.0
## 942         166                      American Stout   16.0
## 943         166                       English Stout   16.0
## 944         166                     American Porter   16.0
## 945         166                     Euro Dark Lager   16.0
## 946         166               English Dark Mild Ale   16.0
## 947         166                        American IPA   16.0
## 948         166                 American Blonde Ale   16.0
## 949           7             American Pale Ale (APA)   12.0
## 950           7                             Old Ale   12.0
## 951           7             American Pale Wheat Ale   12.0
## 952           7                        American IPA   12.0
## 953           7                              Tripel   12.0
## 954           7                        American IPA   12.0
## 955           7              Russian Imperial Stout   12.0
## 956           7              Saison / Farmhouse Ale   12.0
## 957           7                        American IPA   12.0
## 958         544                 American Pale Lager   24.0
## 959         544                 American Pale Lager   12.0
## 960         270             American Pale Ale (APA)   12.0
## 961         270                 American Pale Lager   12.0
## 962         366              Fruit / Vegetable Beer   12.0
## 963         366                  American Brown Ale   16.0
## 964         366                 American Blonde Ale   12.0
## 965         366                 American Blonde Ale   12.0
## 966         366                        Vienna Lager   12.0
## 967         366                       Irish Red Ale   16.0
## 968         366                        Vienna Lager   16.0
## 969         366                             Witbier   16.0
## 970         366                       Irish Red Ale   16.0
## 971         366             American Pale Ale (APA)   16.0
## 972         366                            Rye Beer   16.0
## 973         366                  American Brown Ale   16.0
## 974         366                        American IPA   16.0
## 975         366                Märzen / Oktoberfest   16.0
## 976         366            American Amber / Red Ale   16.0
## 977         366                      American Stout   16.0
## 978         366             American Pale Ale (APA)   16.0
## 979         366                       Irish Red Ale   16.0
## 980         467             American Pale Ale (APA)   12.0
## 981         157             American Pale Ale (APA)   12.0
## 982         157                  American Black Ale   12.0
## 983          87                Märzen / Oktoberfest   16.0
## 984          87      American Double / Imperial IPA   12.0
## 985         380                Märzen / Oktoberfest   16.0
## 986         380             American Pale Ale (APA)   12.0
## 987         380                             Witbier   16.0
## 988         380                 American Blonde Ale   16.0
## 989         380                     American Porter   16.0
## 990         380             American Pale Ale (APA)   12.0
## 991         380                           Cream Ale   12.0
## 992         125             American Pale Wheat Ale   16.0
## 993         125                       Winter Warmer   16.0
## 994         125                         Pumpkin Ale   16.0
## 995         125                      Czech Pilsener   16.0
## 996         125            American Amber / Red Ale   16.0
## 997         125                        American IPA   16.0
## 998         125             American Pale Ale (APA)   16.0
## 999         125                        American IPA   12.0
## 1000        125                              Tripel   16.0
## 1001        145                             Altbier   12.0
## 1002        291                        American IPA   12.0
## 1003        291             American Pale Ale (APA)   12.0
## 1004        328                        American IPA   16.0
## 1005        328  American Double / Imperial Pilsner   16.0
## 1006        328                     German Pilsener   16.0
## 1007        328             American Pale Wheat Ale   16.0
## 1008        328        English India Pale Ale (IPA)   16.0
## 1009        328                  American Brown Ale   16.0
## 1010        328                 American Blonde Ale   16.0
## 1011        328             American Pale Ale (APA)   16.0
## 1012        249                        American IPA   12.0
## 1013        249                 American Blonde Ale   12.0
## 1014        477              Fruit / Vegetable Beer   12.0
## 1015        477                 Munich Helles Lager   12.0
## 1016        344                        American IPA   16.0
## 1017        344                           Cream Ale   12.0
## 1018        344             American Pale Ale (APA)   12.0
## 1019        235                Herbed / Spiced Beer   12.0
## 1020        235                  American White IPA   12.0
## 1021        235                               Cider   12.0
## 1022        235                              Kölsch   12.0
## 1023        235                        American IPA   12.0
## 1024        235                         Pumpkin Ale   12.0
## 1025        235                Märzen / Oktoberfest   12.0
## 1026        235                        American IPA   12.0
## 1027        235                              Kölsch   12.0
## 1028        235             American Pale Wheat Ale   12.0
## 1029        235                              Kölsch   12.0
## 1030        235                        American IPA   12.0
## 1031        536                 American Blonde Ale   12.0
## 1032        536                             Witbier   12.0
## 1033        205                 American Blonde Ale   12.0
## 1034        205             American Pale Ale (APA)   12.0
## 1035        205                  American Brown Ale   19.2
## 1036        205                  American Brown Ale   12.0
## 1037        205                    Flanders Red Ale   19.2
## 1038        281                         Belgian IPA   16.0
## 1039        281                 American Pale Lager   16.0
## 1040        281      American Double / Imperial IPA   16.0
## 1041        480                        American IPA   12.0
## 1042        480                Märzen / Oktoberfest   12.0
## 1043        480                           Cream Ale   12.0
## 1044        424                           Cream Ale   16.0
## 1045        424                        American IPA   16.0
## 1046        424    American Double / Imperial Stout   16.0
## 1047        169                    American Pilsner   12.0
## 1048        169             American Pale Ale (APA)   12.0
## 1049        501             American Pale Wheat Ale   12.0
## 1050        501              Fruit / Vegetable Beer   12.0
## 1051        501            American Amber / Red Ale   12.0
## 1052        363             American Pale Ale (APA)   16.0
## 1053        363                      Czech Pilsener   16.0
## 1054        363                 American Blonde Ale   16.0
## 1055        363            American Amber / Red Ale   16.0
## 1056        363              Saison / Farmhouse Ale   16.0
## 1057        350                  American White IPA   16.0
## 1058        298              Saison / Farmhouse Ale   12.0
## 1059        298                  American Brown Ale   12.0
## 1060        298                        American IPA   12.0
## 1061        199                 American Blonde Ale   12.0
## 1062        199                 American Strong Ale   12.0
## 1063        199                        American IPA   12.0
## 1064        199                 American Blonde Ale   12.0
## 1065        199                 American Pale Lager   12.0
## 1066        199                        American IPA   12.0
## 1067        199                        American IPA   12.0
## 1068        199                 American Blonde Ale   12.0
## 1069        396                        American IPA   12.0
## 1070        396                 American Pale Lager   12.0
## 1071        396                             Altbier   12.0
## 1072        396             American Pale Ale (APA)   12.0
## 1073        137                     American Porter   12.0
## 1074         81                               Cider   16.0
## 1075         81                              Radler   16.0
## 1076         81             American Pale Wheat Ale   16.0
## 1077         81             American Pale Wheat Ale   16.0
## 1078         81             American Pale Wheat Ale   16.0
## 1079         81             American Pale Wheat Ale   16.0
## 1080         81             American Pale Wheat Ale   16.0
## 1081         81             American Pale Wheat Ale   16.0
## 1082         81             American Pale Wheat Ale   16.0
## 1083         81             American Pale Wheat Ale   16.0
## 1084         81             American Pale Wheat Ale   16.0
## 1085         81             American Pale Wheat Ale   16.0
## 1086         81             American Pale Wheat Ale   16.0
## 1087         81             American Pale Wheat Ale   16.0
## 1088         81            American Amber / Red Ale   16.0
## 1089         81                      American Stout   16.0
## 1090         81                        American IPA   16.0
## 1091         81                 American Strong Ale   16.0
## 1092         81                  American White IPA   16.0
## 1093         81            American Amber / Red Ale   16.0
## 1094         81                 American Strong Ale   16.0
## 1095         81                      Czech Pilsener   16.0
## 1096         81                        American IPA   16.0
## 1097        121             American Pale Wheat Ale   12.0
## 1098        121                          Hefeweizen   12.0
## 1099        121                Märzen / Oktoberfest   16.0
## 1100        446             American Pale Ale (APA)   12.0
## 1101        446                        Vienna Lager   12.0
## 1102        278                        American IPA   12.0
## 1103        278                       Winter Warmer   12.0
## 1104        278              Fruit / Vegetable Beer   12.0
## 1105        278             American Pale Wheat Ale   12.0
## 1106        278                  American Black Ale   12.0
## 1107        278             American Pale Ale (APA)   12.0
## 1108        141            American Amber / Red Ale   12.0
## 1109        141             American Pale Ale (APA)   12.0
## 1110        141                             Witbier   12.0
## 1111         24             American Pale Ale (APA)   12.0
## 1112        243                        American IPA   12.0
## 1113        243                           Cream Ale   12.0
## 1114        528                 American Blonde Ale   12.0
## 1115        528                        American IPA   12.0
## 1116        528             American Pale Ale (APA)   12.0
## 1117        124                 American Blonde Ale   12.0
## 1118        317                        American IPA   16.0
## 1119          3          Keller Bier / Zwickel Bier   16.0
## 1120          3                 American Pale Lager   12.0
## 1121          3           American India Pale Lager   16.0
## 1122          3           American India Pale Lager   12.0
## 1123          3           American India Pale Lager   12.0
## 1124        417                               Cider   12.0
## 1125        417                               Cider   12.0
## 1126        313             American Pale Ale (APA)   12.0
## 1127         93              Fruit / Vegetable Beer   12.0
## 1128         93                        American IPA   12.0
## 1129         93                        American IPA   12.0
## 1130         93            American Amber / Red Ale   12.0
## 1131         93                   English Brown Ale   12.0
## 1132        115                        American IPA   12.0
## 1133         33                 American Strong Ale   12.0
## 1134         33                          Hefeweizen   12.0
## 1135         33                     American Porter   12.0
## 1136         33             American Pale Ale (APA)   12.0
## 1137         33                 American Blonde Ale   12.0
## 1138         33                        American IPA   12.0
## 1139        234                          Hefeweizen   12.0
## 1140        234             American Pale Ale (APA)   12.0
## 1141        234      American Double / Imperial IPA   12.0
## 1142        234              American Adjunct Lager   12.0
## 1143        209                        American IPA   12.0
## 1144        209                          Doppelbock   12.0
## 1145        126                          Hefeweizen   12.0
## 1146        126                 Munich Dunkel Lager   12.0
## 1147        126             American Pale Ale (APA)   12.0
## 1148        126                Märzen / Oktoberfest   12.0
## 1149        126                              Kölsch   12.0
## 1150        126              Saison / Farmhouse Ale   12.0
## 1151        126      American Double / Imperial IPA   12.0
## 1152        126          American Amber / Red Lager   12.0
## 1153        126                          Hefeweizen   12.0
## 1154        126                        American IPA   12.0
## 1155        343                     Euro Dark Lager   12.0
## 1156        343                        American IPA   12.0
## 1157        343                      Czech Pilsener   12.0
## 1158        459                        Scottish Ale   12.0
## 1159        459                 American Blonde Ale   12.0
## 1160        459                        American IPA   12.0
## 1161        459                        Scottish Ale   12.0
## 1162        511              Scotch Ale / Wee Heavy   16.0
## 1163        511                        American IPA   16.0
## 1164        511                        American IPA   16.0
## 1165        511             American Pale Ale (APA)   16.0
## 1166        511                        American IPA   16.0
## 1167        511              Scotch Ale / Wee Heavy   16.0
## 1168         85                             Witbier   12.0
## 1169         85             American Pale Ale (APA)   12.0
## 1170         85                        Scottish Ale   12.0
## 1171         85                  American Brown Ale   12.0
## 1172         85                  American Brown Ale   12.0
## 1173         85                 American Blonde Ale   12.0
## 1174         85            American Amber / Red Ale   12.0
## 1175        103            American Amber / Red Ale   12.0
## 1176        103                      Czech Pilsener   12.0
## 1177        103                        American IPA   12.0
## 1178        103                          Hefeweizen   12.0
## 1179        103                 American Blonde Ale   12.0
## 1180         88                        American IPA   16.0
## 1181         88             American Pale Wheat Ale   16.0
## 1182        440          American Amber / Red Lager   24.0
## 1183        440          American Amber / Red Lager   16.0
## 1184        440          American Amber / Red Lager   12.0
## 1185        440          American Amber / Red Lager   12.0
## 1186        506             American Dark Wheat Ale   12.0
## 1187        355             Belgian Strong Dark Ale   16.0
## 1188        333                          Hefeweizen   16.0
## 1189        333                        American IPA   16.0
## 1190        546               Maibock / Helles Bock   12.0
## 1191        546                              Kölsch   12.0
## 1192         60                          Hefeweizen   12.0
## 1193         60                        American IPA   12.0
## 1194         60            American Amber / Red Ale   12.0
## 1195         60                   English Brown Ale   12.0
## 1196        219                           Cream Ale   12.0
## 1197        219                    American Pilsner   12.0
## 1198        219                        American IPA   12.0
## 1199        346                        American IPA   12.0
## 1200        346                        American IPA   12.0
## 1201        407                      Czech Pilsener   16.0
## 1202        538                              Kölsch   12.0
## 1203        538                        American IPA   12.0
## 1204        538            American Amber / Red Ale   12.0
## 1205        538                          Hefeweizen   12.0
## 1206        538                        Scottish Ale   12.0
## 1207        245                     German Pilsener   16.0
## 1208        245              Saison / Farmhouse Ale   16.0
## 1209        299                      American Stout   12.0
## 1210        299            American Amber / Red Ale   12.0
## 1211        299              Fruit / Vegetable Beer   12.0
## 1212        299                        American IPA   12.0
## 1213        105             American Pale Ale (APA)   12.0
## 1214        150                     American Porter   12.0
## 1215        150                      American Stout   16.0
## 1216        150             American Pale Ale (APA)   12.0
## 1217        150                          Hefeweizen   12.0
## 1218        150                  American Brown Ale   12.0
## 1219        269        English India Pale Ale (IPA)   12.0
## 1220        269            American Amber / Red Ale   12.0
## 1221        269                             Altbier   16.0
## 1222        269              Fruit / Vegetable Beer   12.0
## 1223        269                             Altbier   12.0
## 1224         42                                Gose   16.0
## 1225         42                     German Pilsener   16.0
## 1226         42                        American IPA   16.0
## 1227         42                        American IPA   16.0
## 1228        431                        American IPA   12.0
## 1229        431                      Czech Pilsener   12.0
## 1230        378                      American Stout   16.0
## 1231        457                          Hefeweizen   16.0
## 1232        457             American Pale Ale (APA)   16.0
## 1233        457                 American Blonde Ale   16.0
## 1234        246               English Dark Mild Ale   12.0
## 1235        246                    Belgian Pale Ale   12.0
## 1236        159             American Pale Ale (APA)   12.0
## 1237        159                    American Pilsner   12.0
## 1238        159                        American IPA   12.0
## 1239        159            American Amber / Red Ale   12.0
## 1240        486             American Pale Ale (APA)   12.0
## 1241        486            American Amber / Red Ale   12.0
## 1242        401             American Pale Ale (APA)   12.0
## 1243        401                  American Brown Ale   12.0
## 1244         92      American Double / Imperial IPA   12.0
## 1245         92                 American Blonde Ale   12.0
## 1246         92                       Winter Warmer   12.0
## 1247         92              Fruit / Vegetable Beer   16.0
## 1248         92                              Kölsch   12.0
## 1249         92             American Pale Ale (APA)   12.0
## 1250         92                        American IPA   12.0
## 1251         92                  American Brown Ale   12.0
## 1252         92            American Amber / Red Ale   12.0
## 1253        304              Fruit / Vegetable Beer   16.0
## 1254        304                          Hefeweizen   12.0
## 1255        304              Fruit / Vegetable Beer   12.0
## 1256        535                     German Pilsener   12.0
## 1257        535                        American IPA   12.0
## 1258        535                     German Pilsener   12.0
## 1259        535            American Amber / Red Ale   12.0
## 1260        357                       Winter Warmer   12.0
## 1261        357                Märzen / Oktoberfest   12.0
## 1262        357                    Belgian Pale Ale   12.0
## 1263        357                        American IPA   12.0
## 1264        357                         Pumpkin Ale   12.0
## 1265        357             American Pale Wheat Ale   12.0
## 1266        357                              Tripel   12.0
## 1267        357              Fruit / Vegetable Beer   12.0
## 1268        357      American Double / Imperial IPA   12.0
## 1269        347      American Double / Imperial IPA   12.0
## 1270        347                        American IPA   12.0
## 1271        347                 American Blonde Ale   12.0
## 1272        347                  American Brown Ale   12.0
## 1273        347             American Pale Ale (APA)   12.0
## 1274        444                     German Pilsener   12.0
## 1275        444                        American IPA   12.0
## 1276        318                        American IPA   16.0
## 1277        318             American Pale Ale (APA)   16.0
## 1278        318              Russian Imperial Stout   16.0
## 1279        318             American Pale Ale (APA)   16.0
## 1280        318      American Double / Imperial IPA   16.0
## 1281        162              Saison / Farmhouse Ale   16.0
## 1282        162                      American Stout   16.0
## 1283        162            American Amber / Red Ale   16.0
## 1284        162      American Double / Imperial IPA   16.0
## 1285        162      American Double / Imperial IPA   12.0
## 1286        162                            Rye Beer   16.0
## 1287        162              Saison / Farmhouse Ale   12.0
## 1288        162                      American Stout   12.0
## 1289        300                        American IPA   12.0
## 1290        300                              Shandy   12.0
## 1291        300                        American IPA   16.0
## 1292        300                     German Pilsener   12.0
## 1293        300                         Light Lager   12.0
## 1294        300                         Light Lager   12.0
## 1295        300                 American Pale Lager   12.0
## 1296        300              Fruit / Vegetable Beer   12.0
## 1297        300                 American Blonde Ale   12.0
## 1298        300                        American IPA   12.0
## 1299        300             American Pale Wheat Ale   12.0
## 1300        300                    English Pale Ale   12.0
## 1301        300                    English Pale Ale   16.0
## 1302        376                  American Brown Ale   12.0
## 1303        376                      Czech Pilsener   12.0
## 1304        376              Saison / Farmhouse Ale   12.0
## 1305        376             Belgian Strong Dark Ale   12.0
## 1306        376              Fruit / Vegetable Beer   12.0
## 1307        376            American Amber / Red Ale   12.0
## 1308        376                             Witbier   12.0
## 1309        376                        American IPA   12.0
## 1310        376             American Pale Wheat Ale   12.0
## 1311        376                 Munich Helles Lager   12.0
## 1312        376                     American Porter   12.0
## 1313        376                        American IPA   12.0
## 1314        449                     American Porter   12.0
## 1315        449                             Witbier   12.0
## 1316        449             American Pale Ale (APA)   12.0
## 1317        255                               Cider   16.0
## 1318        255                               Cider   16.0
## 1319        255                               Cider   16.0
## 1320        204                        American IPA   19.2
## 1321        204                        American IPA   12.0
## 1322        204                 American Blonde Ale   12.0
## 1323        204                     American Porter   12.0
## 1324        204            American Amber / Red Ale   12.0
## 1325        204             American Pale Ale (APA)   12.0
## 1326        394              Fruit / Vegetable Beer   12.0
## 1327        394                  American Brown Ale   12.0
## 1328        394                        American IPA   12.0
## 1329        394                 American Blonde Ale   12.0
## 1330        553            American Amber / Red Ale   12.0
## 1331        224                        American IPA   12.0
## 1332        224                        American IPA   12.0
## 1333        224                             Witbier   12.0
## 1334        224                  American Brown Ale   12.0
## 1335        224                        American IPA   12.0
## 1336          4      American Double / Imperial IPA   16.0
## 1337          4                        American IPA   16.0
## 1338          4                           Wheat Ale   16.0
## 1339          4      American Double / Imperial IPA   16.0
## 1340          4                           Cream Ale   16.0
## 1341          4                              Kölsch   16.0
## 1342         66      American Double / Imperial IPA   24.0
## 1343         66                        American IPA   24.0
## 1344         66                        American IPA   24.0
## 1345         66                         Belgian IPA   24.0
## 1346         66              Saison / Farmhouse Ale   24.0
## 1347         66                  Berliner Weissbier   24.0
## 1348         66                        American IPA   24.0
## 1349         66             American Pale Ale (APA)   24.0
## 1350        364                    American Pilsner   12.0
## 1351        364                        American IPA   12.0
## 1352        441                             Witbier   16.0
## 1353        441                       Irish Red Ale   16.0
## 1354        441             American Pale Ale (APA)   16.0
## 1355        285      American Double / Imperial IPA   16.0
## 1356        285            American Amber / Red Ale   16.0
## 1357        285                        American IPA   16.0
## 1358        285              Saison / Farmhouse Ale   16.0
## 1359        285                             Witbier   16.0
## 1360        285                        Vienna Lager   16.0
## 1361        285            American Amber / Red Ale   16.0
## 1362        135                American Malt Liquor   24.0
## 1363        135                                Bock   16.0
## 1364        135                         Light Lager   12.0
## 1365        135                 American Pale Lager   12.0
## 1366        135                 American Pale Lager   16.0
## 1367        135                 American Pale Lager   12.0
## 1368        135                 American Pale Lager   16.0
## 1369        135                 American Pale Lager   12.0
## 1370        135                 American Pale Lager   12.0
## 1371        135              American Adjunct Lager   24.0
## 1372        135                         Light Lager   12.0
## 1373        135              American Adjunct Lager   12.0
## 1374        135              American Adjunct Lager   12.0
## 1375         99                    Belgian Pale Ale   32.0
## 1376         99                        American IPA   32.0
## 1377         99             American Pale Ale (APA)   32.0
## 1378         99      American Double / Imperial IPA   32.0
## 1379        400                  American Brown Ale   16.0
## 1380        400             American Pale Wheat Ale   16.0
## 1381        400      California Common / Steam Beer   16.0
## 1382        400                        American IPA   16.0
## 1383        548                   English Brown Ale   24.0
## 1384        548             American Pale Ale (APA)   24.0
## 1385        190             American Pale Ale (APA)   12.0
## 1386        210                        American IPA   16.0
## 1387        210                        American IPA   16.0
## 1388        210             American Pale Ale (APA)   16.0
## 1389        210            American Amber / Red Ale   16.0
## 1390        210              Saison / Farmhouse Ale   16.0
## 1391        210             American Pale Wheat Ale   16.0
## 1392        210                      American Stout   16.0
## 1393        210            American Amber / Red Ale   16.0
## 1394        550            American Amber / Red Ale   12.0
## 1395        515                  American Brown Ale   16.0
## 1396        515      American Double / Imperial IPA   16.0
## 1397        515             American Pale Ale (APA)   16.0
## 1398        277                 American Blonde Ale   12.0
## 1399        277 Extra Special / Strong Bitter (ESB)   12.0
## 1400        327                 Munich Helles Lager   12.0
## 1401        327                Märzen / Oktoberfest   12.0
## 1402        327             American Pale Wheat Ale   12.0
## 1403        327                         Schwarzbier   12.0
## 1404        327                     German Pilsener   12.0
## 1405        112                           Cream Ale   12.0
## 1406        541             American Pale Ale (APA)   12.0
## 1407        541                          Hefeweizen   12.0
## 1408        189                 American Blonde Ale   12.0
## 1409        189                        American IPA   12.0
## 1410        261            American Amber / Red Ale   16.0
## 1411        508                             Witbier   12.0
## 1412        508                        American IPA   12.0
## 1413        508                         Light Lager   12.0
## 1414        508                             Witbier   12.0
## 1415        508                          Hefeweizen   12.0
## 1416        367          American Amber / Red Lager   12.0
## 1417        367                 American Pale Lager   12.0
## 1418        367                 American Pale Lager   12.0
## 1419        367                 American Blonde Ale   12.0
## 1420        367             American Pale Wheat Ale   12.0
## 1421        144                         Light Lager   16.0
## 1422        144                    American Pilsner   16.0
## 1423        144                  Milk / Sweet Stout   16.0
## 1424        144                     German Pilsener   16.0
## 1425        144             American Pale Wheat Ale   12.0
## 1426        144                           Cream Ale   16.0
## 1427        144             American Pale Wheat Ale   16.0
## 1428        144                     American Porter   16.0
## 1429        144                                Bock   16.0
## 1430        144                Märzen / Oktoberfest   16.0
## 1431        388                 American Blonde Ale   16.0
## 1432        388                  American Black Ale   16.0
## 1433        388      American Double / Imperial IPA   16.0
## 1434        388      American Double / Imperial IPA   16.0
## 1435        388                  American Black Ale   16.0
## 1436        388                 American Blonde Ale   16.0
## 1437        338                         Pumpkin Ale   12.0
## 1438        338                        American IPA   12.0
## 1439        338                          Hefeweizen   12.0
## 1440        338                   English Brown Ale   12.0
## 1441        338             American Pale Ale (APA)   12.0
## 1442        326                        American IPA   12.0
## 1443        326                     German Pilsener   12.0
## 1444         83                        American IPA   12.0
## 1445         83                        American IPA   12.0
## 1446         83                 American Pale Lager   12.0
## 1447         83                     Euro Dark Lager   12.0
## 1448         83                      Czech Pilsener   12.0
## 1449         83          American Amber / Red Lager   12.0
## 1450         83             American Pale Wheat Ale   16.0
## 1451         83             American Pale Wheat Ale   12.0
## 1452         83            American Amber / Red Ale   12.0
## 1453         83                 American Pale Lager   12.0
## 1454         83            American Amber / Red Ale   12.0
## 1455         83                 American Pale Lager   16.0
## 1456         83                        American IPA   16.0
## 1457         83            American Amber / Red Ale   16.0
## 1458         83                        American IPA   12.0
## 1459         83             American Pale Wheat Ale   12.0
## 1460         83            American Amber / Red Ale   12.0
## 1461        411                  Berliner Weissbier   12.0
## 1462        411                        American IPA   12.0
## 1463        411                    American Pilsner   12.0
## 1464        411            American Amber / Red Ale   12.0
## 1465        411                    Belgian Pale Ale   12.0
## 1466        411      American Double / Imperial IPA   12.0
## 1467        411                    Belgian Pale Ale   16.0
## 1468        411      American Double / Imperial IPA   16.0
## 1469        411                    American Pilsner   12.0
## 1470        411            American Amber / Red Ale   12.0
## 1471        411                        American IPA   12.0
## 1472        175             American Pale Ale (APA)   12.0
## 1473        175                      American Stout   16.0
## 1474        175      American Double / Imperial IPA   16.0
## 1475        175                        American IPA   16.0
## 1476        175               English Dark Mild Ale   12.0
## 1477        175                 American Blonde Ale   12.0
## 1478        242                        Dunkelweizen   12.0
## 1479        242                 American Blonde Ale   12.0
## 1480        242            American Amber / Red Ale   12.0
## 1481        519                   English Brown Ale   12.0
## 1482        519                             Witbier   12.0
## 1483        239                           Cream Ale   12.0
## 1484        496                        American IPA   12.0
## 1485        496                             Witbier   12.0
## 1486        496             American Pale Ale (APA)   12.0
## 1487        306            American Amber / Red Ale   16.0
## 1488        360             American Pale Ale (APA)   16.0
## 1489        360                        American IPA   16.0
## 1490        432        English India Pale Ale (IPA)   12.0
## 1491        432                      American Stout   12.0
## 1492        432                       Irish Red Ale   12.0
## 1493        432                     German Pilsener   12.0
## 1494          1                        American IPA   16.0
## 1495          1                  Milk / Sweet Stout   16.0
## 1496          1                   English Brown Ale   16.0
## 1497          1                         Pumpkin Ale   16.0
## 1498          1                     American Porter   16.0
## 1499          1 Extra Special / Strong Bitter (ESB)   16.0
## 1500        294                        American IPA   16.0
## 1501        451                        American IPA   16.0
## 1502        451             American Pale Ale (APA)   16.0
## 1503        530                     German Pilsener   12.0
## 1504        530             American Pale Wheat Ale   12.0
## 1505        272                        American IPA   12.0
## 1506        272                      Czech Pilsener   12.0
## 1507        443                         Pumpkin Ale   12.0
## 1508        443                        American IPA   12.0
## 1509        443              Fruit / Vegetable Beer   12.0
## 1510        151                        American IPA   12.0
## 1511        151            American Amber / Red Ale   12.0
## 1512        151                      American Stout   12.0
## 1513        151                        American IPA   12.0
## 1514        185                       Baltic Porter   16.0
## 1515        185                      English Bitter   12.0
## 1516        185          Keller Bier / Zwickel Bier   12.0
## 1517        185             American Pale Ale (APA)   12.0
## 1518        201             American Pale Wheat Ale   16.0
## 1519        201                        Dunkelweizen   16.0
## 1520        201                             Altbier   16.0
## 1521        201                              Kölsch   16.0
## 1522        149             Belgian Strong Dark Ale   12.0
## 1523        149              Scotch Ale / Wee Heavy   12.0
## 1524        149                     American Porter   12.0
## 1525        149                          Hefeweizen   12.0
## 1526        149             American Pale Ale (APA)   12.0
## 1527        149             American Pale Ale (APA)   12.0
## 1528        149                          Hefeweizen   12.0
## 1529        472                        Scottish Ale   16.0
## 1530        472                  American Brown Ale   16.0
## 1531        472              Saison / Farmhouse Ale   16.0
## 1532        472             American Pale Ale (APA)   16.0
## 1533        472                      American Stout   16.0
## 1534        472                            Rye Beer   16.0
## 1535        302                 American Pale Lager   16.0
## 1536        302                  American Brown Ale   16.0
## 1537        302                      American Stout   16.0
## 1538        302                     American Porter   16.0
## 1539        302                         Pumpkin Ale   16.0
## 1540        302             American Pale Wheat Ale   16.0
## 1541        302                 American Blonde Ale   16.0
## 1542        302                        American IPA   16.0
## 1543        302             American Pale Ale (APA)   16.0
## 1544        302             American Pale Wheat Ale   16.0
## 1545        391                 American Pale Lager   16.0
## 1546        391          American Amber / Red Lager   16.0
## 1547        391                 American Pale Lager   16.0
## 1548        391                     Euro Dark Lager   16.0
## 1549        391                         Light Lager   16.0
## 1550        217              Saison / Farmhouse Ale   12.0
## 1551        217              Saison / Farmhouse Ale   12.0
## 1552        167                        American IPA   12.0
## 1553        167             American Pale Ale (APA)   19.2
## 1554        167              Scotch Ale / Wee Heavy   16.0
## 1555        167                                       32.0
## 1556        167                                       12.0
## 1557        167                        American IPA   16.0
## 1558        167                   English Brown Ale   12.0
## 1559        167                        American IPA   12.0
## 1560        167             American Pale Ale (APA)   12.0
## 1561        167             American Pale Ale (APA)   12.0
## 1562        167                      Czech Pilsener   19.2
## 1563        167                        American IPA   19.2
## 1564        167                        American IPA   16.0
## 1565        167             American Pale Ale (APA)   19.2
## 1566        167                  American Brown Ale   16.0
## 1567        167             American Pale Ale (APA)   12.0
## 1568        167             American Pale Ale (APA)   12.0
## 1569        167      American Double / Imperial IPA   12.0
## 1570        167             American Pale Ale (APA)   12.0
## 1571        167             American Pale Ale (APA)   12.0
## 1572        167      American Double / Imperial IPA   16.0
## 1573        167                    Belgian Dark Ale   16.0
## 1574        167             Belgian Strong Pale Ale   16.0
## 1575        167                 American Strong Ale   12.0
## 1576        167      American Double / Imperial IPA   16.0
## 1577        167      American Double / Imperial IPA   12.0
## 1578        167      American Double / Imperial IPA   12.0
## 1579        167              Russian Imperial Stout   12.0
## 1580        167                      Czech Pilsener   12.0
## 1581        167      American Double / Imperial IPA   12.0
## 1582        167                        Scottish Ale   12.0
## 1583        167      American Double / Imperial IPA   12.0
## 1584        167             American Pale Ale (APA)   12.0
## 1585        504      American Double / Imperial IPA   12.0
## 1586        504              Russian Imperial Stout   12.0
## 1587        504              Russian Imperial Stout   12.0
## 1588        504                        Scottish Ale   12.0
## 1589        504                        Scottish Ale   12.0
## 1590        504                        Scottish Ale   12.0
## 1591        504             American Pale Ale (APA)   12.0
## 1592        504             American Pale Ale (APA)   12.0
## 1593        504             American Pale Ale (APA)   12.0
## 1594        504             American Pale Ale (APA)   12.0
## 1595        504             American Pale Ale (APA)   12.0
## 1596        504                  American Brown Ale   12.0
## 1597        504      American Double / Imperial IPA   12.0
## 1598        390      American Double / Imperial IPA   12.0
## 1599        390              Russian Imperial Stout   12.0
## 1600        390      American Double / Imperial IPA   16.0
## 1601        390                        Scottish Ale   12.0
## 1602        390             American Pale Ale (APA)   19.2
## 1603        390             American Pale Ale (APA)   12.0
## 1604        276                  American White IPA   12.0
## 1605        262             American Pale Ale (APA)   12.0
## 1606        260             American Pale Ale (APA)   12.0
## 1607        342                        American IPA   12.0
## 1608        342             American Dark Wheat Ale   12.0
## 1609        442                       Irish Red Ale   16.0
## 1610        442             American Pale Ale (APA)   16.0
## 1611        442                              Kölsch   16.0
## 1612        442                      English Bitter   16.0
## 1613        442                     American Porter   16.0
## 1614        308             American Pale Ale (APA)   12.0
## 1615        308                        American IPA   12.0
## 1616        308                 American Pale Lager   12.0
## 1617        308             American Pale Ale (APA)   12.0
## 1618        308                  American Brown Ale   12.0
## 1619        469                              Kölsch   12.0
## 1620        267                    American Pilsner   12.0
## 1621        267             American Pale Wheat Ale   12.0
## 1622        188                         Light Lager   12.0
## 1623        188                    American Pilsner   12.0
## 1624        206                        American IPA   12.0
## 1625        206                        American IPA   12.0
## 1626        206             American Pale Wheat Ale   12.0
## 1627        206                     German Pilsener   12.0
## 1628         14                  American Brown Ale   12.0
## 1629         14                 American Blonde Ale   12.0
## 1630         14                  American Black Ale   12.0
## 1631         14                        American IPA   12.0
## 1632         14             American Pale Ale (APA)   12.0
## 1633         14                        American IPA   12.0
## 1634        471                 American Pale Lager   12.0
## 1635        471             American Pale Wheat Ale   12.0
## 1636        471                      Czech Pilsener   12.0
## 1637        471             American Pale Ale (APA)   12.0
## 1638        471             American Pale Wheat Ale   12.0
## 1639        471             American Pale Wheat Ale   12.0
## 1640        471             American Pale Wheat Ale   12.0
## 1641         12                 American Pale Lager   16.0
## 1642         12            American Amber / Red Ale   16.0
## 1643         12                              Dubbel   16.0
## 1644         12                        American IPA   16.0
## 1645        158                        American IPA   12.0
## 1646        356             American Pale Ale (APA)   16.0
## 1647        356            American Amber / Red Ale   16.0
## 1648        356                        American IPA   12.0
## 1649        311                  Milk / Sweet Stout   12.0
## 1650        311             American Pale Ale (APA)   12.0
## 1651        315                          Chile Beer   16.0
## 1652        315                  American Black Ale   16.0
## 1653        315              Fruit / Vegetable Beer   16.0
## 1654        315                 American Blonde Ale   16.0
## 1655        315                     American Porter   16.0
## 1656        315             American Dark Wheat Ale   16.0
## 1657        315            American Amber / Red Ale   16.0
## 1658        315                        American IPA   16.0
## 1659         53            American Amber / Red Ale   16.0
## 1660        325                        American IPA   12.0
## 1661        325             American Pale Ale (APA)   12.0
## 1662        371                        American IPA   16.0
## 1663        371            American Amber / Red Ale   16.0
## 1664        371                        American IPA   16.0
## 1665        148                    American Pilsner   12.0
## 1666         56             American Pale Ale (APA)   12.0
## 1667        275                 American Barleywine   12.0
## 1668        549                        American IPA   12.0
## 1669        549            American Amber / Red Ale   12.0
## 1670        136             American Pale Wheat Ale   12.0
## 1671        136                 Munich Helles Lager   12.0
## 1672        136                 Munich Dunkel Lager   12.0
## 1673        136                      Czech Pilsener   12.0
## 1674        136             American Pale Ale (APA)   12.0
## 1675        136                      Czech Pilsener   12.0
## 1676        136             American Pale Wheat Ale   12.0
## 1677        545                          Hefeweizen   12.0
## 1678        545                          Hefeweizen   16.0
## 1679        247                    Belgian Pale Ale   12.0
## 1680        247                     American Porter   12.0
## 1681        177                 Munich Helles Lager   12.0
## 1682        177             American Pale Ale (APA)   12.0
## 1683        129                                Gose   12.0
## 1684        129                             Witbier   12.0
## 1685        129                  American Black Ale   12.0
## 1686        129                 American Blonde Ale   12.0
## 1687        129                    English Pale Ale   12.0
## 1688        129                     German Pilsener   12.0
## 1689        129                 American Blonde Ale   12.0
## 1690        129                 American Blonde Ale   12.0
## 1691        476                  American Brown Ale   12.0
## 1692        476                        American IPA   12.0
## 1693        476                      Czech Pilsener   12.0
## 1694         69                 American Blonde Ale   16.0
## 1695         69                        American IPA   16.0
## 1696         69                         Belgian IPA   16.0
## 1697         69                     American Porter   16.0
## 1698         69                            Rye Beer   16.0
## 1699        404                               Cider   16.0
## 1700        488                        American IPA   16.0
## 1701        488                        American IPA   12.0
## 1702        488            American Amber / Red Ale   12.0
## 1703        422                                Mead   16.0
## 1704        422                                Mead   16.0
## 1705        422                                Mead   16.0
## 1706        226                             Witbier   16.0
## 1707        111             American Pale Ale (APA)   12.0
## 1708        111              Russian Imperial Stout   12.0
## 1709        111                        American IPA   16.0
## 1710        111      American Double / Imperial IPA   12.0
## 1711        111                 American Blonde Ale   16.0
## 1712        111                        American IPA   16.0
## 1713        387                      American Stout   16.0
## 1714        387                      American Stout   16.0
## 1715        387                     American Porter   16.0
## 1716        387                 American Blonde Ale   16.0
## 1717        387                        Vienna Lager   16.0
## 1718        387             American Pale Ale (APA)   16.0
## 1719        387            American Amber / Red Ale   12.0
## 1720        387                 American Blonde Ale   12.0
## 1721         45             American Pale Ale (APA)   12.0
## 1722         45                    Belgian Pale Ale   12.0
## 1723         45                Herbed / Spiced Beer   12.0
## 1724         45                Herbed / Spiced Beer   12.0
## 1725         45                Märzen / Oktoberfest   12.0
## 1726         45                     American Porter   12.0
## 1727         45                        American IPA   12.0
## 1728         45                             Witbier   12.0
## 1729         94            American Amber / Red Ale   12.0
## 1730         94             American Pale Ale (APA)   12.0
## 1731         94            American Amber / Red Ale   12.0
## 1732         94                     American Porter   12.0
## 1733         94                Märzen / Oktoberfest   12.0
## 1734         94             American Pale Ale (APA)   12.0
## 1735         94                        American IPA   12.0
## 1736         94                 American Blonde Ale   12.0
## 1737        163                           Cream Ale   16.0
## 1738         43                                Gose   16.0
## 1739         43             American Pale Ale (APA)   16.0
## 1740        460                             Witbier   16.0
## 1741        460            American Amber / Red Ale   16.0
## 1742        322                        American IPA   16.0
## 1743        322             American Pale Ale (APA)   16.0
## 1744         44                        American IPA   12.0
## 1745         44                Märzen / Oktoberfest   12.0
## 1746         44                         Pumpkin Ale   12.0
## 1747         44                        American IPA   12.0
## 1748         44                       Oatmeal Stout   12.0
## 1749         44                  American White IPA   12.0
## 1750         44             American Pale Ale (APA)   12.0
## 1751         44            American Amber / Red Ale   12.0
## 1752         44            American Amber / Red Ale   12.0
## 1753         44                 American Blonde Ale   12.0
## 1754         44                        Scottish Ale   12.0
## 1755         44                             Witbier   12.0
## 1756         44          American Amber / Red Lager   12.0
## 1757         44                        American IPA   12.0
## 1758         44              Fruit / Vegetable Beer   12.0
## 1759        428          American Amber / Red Lager   16.0
## 1760        230                      Czech Pilsener   16.0
## 1761        230                     American Porter   16.0
## 1762        230              American Adjunct Lager   16.0
## 1763        230            American Amber / Red Ale   16.0
## 1764        230                  Milk / Sweet Stout   16.0
## 1765        230                        American IPA   16.0
## 1766        230              American Adjunct Lager   12.0
## 1767        290            American Amber / Red Ale   16.0
## 1768        377                 American Strong Ale   16.0
## 1769        377                        American IPA   16.0
## 1770        377                      American Stout   16.0
## 1771        165              Saison / Farmhouse Ale   12.0
## 1772        165             Belgian Strong Pale Ale   12.0
## 1773        165             American Pale Ale (APA)   12.0
## 1774        165                   English Brown Ale   12.0
## 1775        165                  American Black Ale   12.0
## 1776        165                        American IPA   12.0
## 1777        165                              Kölsch   12.0
## 1778        398            American Amber / Red Ale   12.0
## 1779        398                  American Black Ale   12.0
## 1780        398          American Amber / Red Lager   12.0
## 1781        398                  American Black Ale   16.0
## 1782        398            American Amber / Red Ale   16.0
## 1783        289                             Witbier   12.0
## 1784        289                        American IPA   12.0
## 1785        289             American Pale Ale (APA)   12.0
## 1786        289                              Kölsch   12.0
## 1787         31                     American Porter   12.0
## 1788         31                       Winter Warmer   16.0
## 1789         31      American Double / Imperial IPA   16.0
## 1790         31                Märzen / Oktoberfest   12.0
## 1791         31                 American Blonde Ale   12.0
## 1792         31             American Pale Wheat Ale   12.0
## 1793         31                         Belgian IPA   12.0
## 1794         31            American Amber / Red Ale   12.0
## 1795         31                          Hefeweizen   12.0
## 1796         31                        American IPA   12.0
## 1797         31                     American Porter   12.0
## 1798         31             American Pale Ale (APA)   12.0
## 1799         31                Herbed / Spiced Beer   12.0
## 1800         31              Fruit / Vegetable Beer   12.0
## 1801         31             American Pale Ale (APA)   12.0
## 1802         31                        American IPA   12.0
## 1803         31                          Hefeweizen   12.0
## 1804         31             American Pale Ale (APA)   12.0
## 1805         31            American Amber / Red Ale   12.0
## 1806        420              Saison / Farmhouse Ale   12.0
## 1807        420                  American Black Ale   12.0
## 1808        253      American Double / Imperial IPA   16.0
## 1809        253                  American Brown Ale   12.0
## 1810        253        English India Pale Ale (IPA)   16.0
## 1811        393              Saison / Farmhouse Ale   12.0
## 1812        393                  American Black Ale   12.0
## 1813        393                       Irish Red Ale   12.0
## 1814        393                Märzen / Oktoberfest   12.0
## 1815        393              Russian Imperial Stout   12.0
## 1816        393                     German Pilsener   12.0
## 1817        393                        American IPA   12.0
## 1818        399                 American Blonde Ale   16.0
## 1819        395                               Cider   12.0
## 1820        395                               Cider   12.0
## 1821        395                               Cider   12.0
## 1822        429             American Pale Wheat Ale   12.0
## 1823        429                         Schwarzbier   12.0
## 1824        429                        American IPA   12.0
## 1825        429                  American Brown Ale   12.0
## 1826        429                          Hefeweizen   12.0
## 1827        429                 Munich Helles Lager   12.0
## 1828        503              Fruit / Vegetable Beer   12.0
## 1829        433                        American IPA   12.0
## 1830        412                               Cider   16.0
## 1831        412                               Cider   16.0
## 1832        495                        American IPA   16.0
## 1833        495                     American Porter   16.0
## 1834        184                 American Strong Ale   16.0
## 1835        184                   English Brown Ale   16.0
## 1836        184            American Amber / Red Ale   16.0
## 1837        184             American Pale Ale (APA)   16.0
## 1838        184                        American IPA   16.0
## 1839        131                  American Black Ale   12.0
## 1840        512                    English Pale Ale   12.0
## 1841        386                        American IPA   12.0
## 1842        386             American Pale Wheat Ale   12.0
## 1843        386                         Pumpkin Ale   12.0
## 1844        386                 American Blonde Ale   12.0
## 1845         84                     German Pilsener   12.0
## 1846         84                        American IPA   12.0
## 1847         84               Maibock / Helles Bock   12.0
## 1848         84                            Rye Beer   12.0
## 1849         84             American Pale Ale (APA)   16.0
## 1850         84             American Pale Wheat Ale   12.0
## 1851         84                      Czech Pilsener   12.0
## 1852         84                        American IPA   16.0
## 1853         84             American Pale Ale (APA)   12.0
## 1854        138                               Cider   16.0
## 1855        552                  American Brown Ale   12.0
## 1856        552            American Amber / Red Ale   12.0
## 1857        552                        American IPA   12.0
## 1858         47                       Baltic Porter   12.0
## 1859         47                                Gose   12.0
## 1860         47                    Belgian Pale Ale   12.0
## 1861         47              Fruit / Vegetable Beer   16.0
## 1862         47                        American IPA   24.0
## 1863         47             American Pale Ale (APA)   12.0
## 1864         47      American Double / Imperial IPA   12.0
## 1865         47                 American Strong Ale   12.0
## 1866         47                        American IPA   16.0
## 1867         47                     German Pilsener   16.0
## 1868         47                           Cream Ale   16.0
## 1869         47                            Rye Beer   16.0
## 1870         47                        American IPA   16.0
## 1871         47                       Baltic Porter   12.0
## 1872         47                  American Brown Ale   16.0
## 1873         47             American Pale Wheat Ale   16.0
## 1874         47              Saison / Farmhouse Ale   16.0
## 1875         47      American Double / Imperial IPA   12.0
## 1876         47                      American Stout   16.0
## 1877         47                         Pumpkin Ale   16.0
## 1878         47                     German Pilsener   16.0
## 1879         47                           Cream Ale   16.0
## 1880         47                            Rye Beer   16.0
## 1881         47                        American IPA   16.0
## 1882        265                        American IPA   12.0
## 1883        265                          Doppelbock   12.0
## 1884        265                        American IPA   12.0
## 1885        265                      American Stout   12.0
## 1886        265                      American Stout   12.0
## 1887        265              Foreign / Export Stout   12.0
## 1888        265                      American Stout   12.0
## 1889        265                 American Pale Lager   12.0
## 1890        265                 American Blonde Ale   12.0
## 1891        265             American Pale Ale (APA)   12.0
## 1892        265 Extra Special / Strong Bitter (ESB)   12.0
## 1893        265                        American IPA   12.0
## 1894        314            American Amber / Red Ale   12.0
## 1895        314                        American IPA   12.0
## 1896         65                         Belgian IPA   24.0
## 1897         65                              Tripel   24.0
## 1898        558                    English Pale Ale   12.0
## 1899        164                        American IPA   12.0
## 1900        372                       Winter Warmer   12.0
## 1901        372                            Grisette   12.0
## 1902        372                        American IPA   12.0
## 1903        372                 Munich Helles Lager   12.0
## 1904        372                       Winter Warmer   12.0
## 1905        372      American Double / Imperial IPA   12.0
## 1906        372                Märzen / Oktoberfest   12.0
## 1907        372                        American IPA   12.0
## 1908        372                 Munich Dunkel Lager   12.0
## 1909        372                          Hefeweizen   12.0
## 1910        372                     German Pilsener   12.0
## 1911        372             American Pale Ale (APA)   12.0
## 1912        116                        American IPA   12.0
## 1913        116            American Amber / Red Ale   12.0
## 1914        116              Saison / Farmhouse Ale   12.0
## 1915        192                    American Pilsner   12.0
## 1916        192             American Pale Ale (APA)   12.0
## 1917        192              Foreign / Export Stout   12.0
## 1918        192                   English Brown Ale   12.0
## 1919        192                        Vienna Lager   12.0
## 1920        192             American Pale Ale (APA)   12.0
## 1921        192                        American IPA   12.0
## 1922        310                              Kölsch   12.0
## 1923        310      American Double / Imperial IPA   12.0
## 1924        310                        American IPA   12.0
## 1925        310                        American IPA   12.0
## 1926        310                Märzen / Oktoberfest   16.0
## 1927        310      American Double / Imperial IPA   12.0
## 1928        310    American Double / Imperial Stout   12.0
## 1929        310              Saison / Farmhouse Ale   16.0
## 1930        310                             Witbier   16.0
## 1931        310               Maibock / Helles Bock   12.0
## 1932        310                 American Barleywine   12.0
## 1933        310                 American Blonde Ale   12.0
## 1934        310             American Pale Ale (APA)   12.0
## 1935        310             American Pale Wheat Ale   12.0
## 1936        310                     American Porter   12.0
## 1937        310                 American Strong Ale   16.0
## 1938        310                        American IPA   12.0
## 1939        258                                Bock   16.0
## 1940        258                        American IPA   16.0
## 1941        258              Saison / Farmhouse Ale   16.0
## 1942        258                              Kölsch   16.0
## 1943        250                         Light Lager   12.0
## 1944        437                      Czech Pilsener   16.0
## 1945        437                        American IPA   16.0
## 1946        134                        American IPA   16.0
## 1947        134                        American IPA   16.0
## 1948        134 Extra Special / Strong Bitter (ESB)   12.0
## 1949        134             American Pale Ale (APA)   12.0
## 1950        134                 American Blonde Ale   12.0
## 1951        134            American Amber / Red Ale   16.0
## 1952        134                       Oatmeal Stout   16.0
## 1953        134                 American Blonde Ale   16.0
## 1954        134             American Pale Ale (APA)   16.0
## 1955        119             American Pale Ale (APA)   12.0
## 1956        119              Saison / Farmhouse Ale   12.0
## 1957        119                      Bière de Garde   12.0
## 1958        119      American Double / Imperial IPA   12.0
## 1959        119      American Double / Imperial IPA   12.0
## 1960        119      American Double / Imperial IPA   12.0
## 1961        119                             Old Ale   12.0
## 1962        119                 American Blonde Ale   16.0
## 1963        119      American Double / Imperial IPA   12.0
## 1964        119              Saison / Farmhouse Ale   12.0
## 1965        119                      Bière de Garde   12.0
## 1966        119              Foreign / Export Stout   12.0
## 1967        119             American Pale Ale (APA)   16.0
## 1968        119                 American Blonde Ale   12.0
## 1969         79                        American IPA   12.0
## 1970        509        English India Pale Ale (IPA)   16.0
## 1971        176             American Pale Ale (APA)   16.0
## 1972        176      American Double / Imperial IPA   16.0
## 1973        176                     American Porter   16.0
## 1974        176      American Double / Imperial IPA   16.0
## 1975        176            American Amber / Red Ale   16.0
## 1976        176                      American Stout   16.0
## 1977        176      American Double / Imperial IPA   12.0
## 1978        176             American Pale Ale (APA)   16.0
## 1979        176                        American IPA   12.0
## 1980        176             American Pale Ale (APA)   12.0
## 1981        176                       Irish Red Ale   12.0
## 1982        176             American Pale Wheat Ale   12.0
## 1983        499                        Vienna Lager   12.0
## 1984        499                        Vienna Lager   12.0
## 1985        373             American Pale Ale (APA)   12.0
## 1986        187                               Cider   16.0
## 1987        384                     German Pilsener   12.0
## 1988        384                        American IPA   16.0
## 1989        384                Märzen / Oktoberfest   12.0
## 1990        384                        American IPA   12.0
## 1991        120             American Pale Ale (APA)   12.0
## 1992        120                              Kölsch   12.0
## 1993        120          American Amber / Red Lager   12.0
## 1994        120                        American IPA   12.0
## 1995        132              American Adjunct Lager   12.0
## 1996        132              American Adjunct Lager   12.0
## 1997        132             American Pale Ale (APA)   12.0
## 1998        132              American Adjunct Lager   12.0
## 1999        132                  American Black Ale   12.0
## 2000        132                        American IPA   12.0
## 2001        132              American Adjunct Lager   12.0
## 2002        132              American Adjunct Lager   12.0
## 2003        132              American Adjunct Lager   16.0
## 2004        132                       Winter Warmer   12.0
## 2005        132                Märzen / Oktoberfest   16.0
## 2006        132             American Pale Wheat Ale   16.0
## 2007        132             American Pale Wheat Ale   12.0
## 2008        132             American Pale Wheat Ale   12.0
## 2009        132                 American Blonde Ale   12.0
## 2010        132                              Kölsch   12.0
## 2011        132                Märzen / Oktoberfest   12.0
## 2012        132                  American Brown Ale   12.0
## 2013        132             American Pale Wheat Ale   12.0
## 2014        132             American Pale Ale (APA)   12.0
## 2015        132          American Amber / Red Lager   12.0
## 2016        132              American Adjunct Lager   12.0
## 2017        487            American Amber / Red Ale   16.0
## 2018        256                  American Black Ale   12.0
## 2019        256                  American Black Ale   12.0
## 2020        256              Saison / Farmhouse Ale   12.0
## 2021        493                 American Blonde Ale   12.0
## 2022        413                              Kölsch   12.0
## 2023        413                  Milk / Sweet Stout   12.0
## 2024        413                        American IPA   12.0
## 2025        130              American Adjunct Lager   12.0
## 2026        130              American Adjunct Lager   12.0
## 2027        130          American Amber / Red Lager   12.0
## 2028        130                         Light Lager   12.0
## 2029        139             American Pale Ale (APA)   12.0
## 2030         59 Extra Special / Strong Bitter (ESB)   12.0
## 2031         59             American Pale Ale (APA)   16.0
## 2032         59      American Double / Imperial IPA   16.0
## 2033         26                             Altbier   16.0
## 2034         26                        Scottish Ale   16.0
## 2035         26                     American Porter   16.0
## 2036         26                    Belgian Pale Ale   16.0
## 2037         26              Scotch Ale / Wee Heavy   16.0
## 2038         26                    Belgian Dark Ale   16.0
## 2039         26              Scotch Ale / Wee Heavy   16.0
## 2040         26              Scotch Ale / Wee Heavy   16.0
## 2041         26                        American IPA   16.0
## 2042         26                        American IPA   16.0
## 2043         26                        American IPA   16.0
## 2044         26                        American IPA   16.0
## 2045         26                         Belgian IPA   16.0
## 2046         26              Scotch Ale / Wee Heavy   16.0
## 2047         26 Extra Special / Strong Bitter (ESB)   16.0
## 2048         26                        American IPA   16.0
## 2049         26             American Pale Ale (APA)   16.0
## 2050         26              Russian Imperial Stout   16.0
## 2051         26                  Flanders Oud Bruin   16.0
## 2052         26                     American Porter   16.0
## 2053         26                     German Pilsener   16.0
## 2054         26                     Irish Dry Stout   16.0
## 2055         26                        Scottish Ale   16.0
## 2056         26                  English Barleywine   16.0
## 2057         26                  American Brown Ale   16.0
## 2058         26                    Quadrupel (Quad)   16.0
## 2059         26                Märzen / Oktoberfest   16.0
## 2060         26           Dortmunder / Export Lager   16.0
## 2061         26           Dortmunder / Export Lager   16.0
## 2062         26             Belgian Strong Pale Ale   16.0
## 2063         26      American Double / Imperial IPA   16.0
## 2064         26              Scotch Ale / Wee Heavy   16.0
## 2065         26                        American IPA   16.0
## 2066         26                Märzen / Oktoberfest   16.0
## 2067         26                  English Barleywine   16.0
## 2068         26                        Scottish Ale   16.0
## 2069         26                           Cream Ale   16.0
## 2070         26             American Pale Ale (APA)   16.0
## 2071        456          American Amber / Red Lager   12.0
## 2072        456                        American IPA   12.0
## 2073         62                        American IPA   16.0
## 2074         62 Extra Special / Strong Bitter (ESB)   16.0
## 2075         62                  American Black Ale   16.0
## 2076         62                        American IPA   16.0
## 2077         62                        American IPA   16.0
## 2078         62                      English Bitter   16.0
## 2079         62                            Rye Beer   16.0
## 2080         62                  American Brown Ale   16.0
## 2081         62                  American Brown Ale   16.0
## 2082         62      American Double / Imperial IPA   16.0
## 2083         62          Keller Bier / Zwickel Bier   16.0
## 2084         62              Saison / Farmhouse Ale   16.0
## 2085         62                        American IPA   16.0
## 2086        448                        American IPA   12.0
## 2087        448                             Witbier   12.0
## 2088        448             American Pale Ale (APA)   12.0
## 2089        448                       Oatmeal Stout   12.0
## 2090        448                           Cream Ale   12.0
## 2091        382                Herbed / Spiced Beer   12.0
## 2092         50                     German Pilsener   12.0
## 2093         50                          Hefeweizen   12.0
## 2094         50                        American IPA   12.0
## 2095         50             American Pale Ale (APA)   12.0
## 2096        450      American Double / Imperial IPA   12.0
## 2097        450              Saison / Farmhouse Ale   12.0
## 2098        450                        American IPA   24.0
## 2099        450                        American IPA   12.0
## 2100        450                          Hefeweizen   24.0
## 2101        450                 American Blonde Ale   24.0
## 2102        450                 American Blonde Ale   12.0
## 2103        450                          Hefeweizen   12.0
## 2104         46                              Tripel   16.9
## 2105         46              Saison / Farmhouse Ale   16.0
## 2106         46                     American Porter   16.0
## 2107         46              Saison / Farmhouse Ale   16.0
## 2108         46                       Oatmeal Stout   16.0
## 2109         46                        American IPA   16.0
## 2110         46                  American Brown Ale   16.0
## 2111         46 Extra Special / Strong Bitter (ESB)   16.0
## 2112         46                  Milk / Sweet Stout   16.0
## 2113         46             American Pale Wheat Ale   16.0
## 2114         46             American Pale Ale (APA)   16.0
## 2115         46                              Tripel   16.0
## 2116         46             American Pale Wheat Ale   12.0
## 2117         46                     German Pilsener   16.0
## 2118         46      American Double / Imperial IPA   16.0
## 2119         46                  American Brown Ale   16.0
## 2120         46                  Milk / Sweet Stout   16.0
## 2121         46                        American IPA   16.0
## 2122        410                        American IPA   16.0
## 2123        410            American Amber / Red Ale   16.0
## 2124        491                             Altbier   16.0
## 2125        491                        American IPA   16.0
## 2126          8                     American Porter   16.0
## 2127          8                        American IPA   16.0
## 2128          8                             Witbier   16.0
## 2129         29                              Dubbel   12.0
## 2130        481                  American Brown Ale   12.0
## 2131        481                        American IPA   12.0
## 2132        481             American Pale Ale (APA)   12.0
## 2133        211 Extra Special / Strong Bitter (ESB)   12.0
## 2134        211              Fruit / Vegetable Beer   12.0
## 2135        211        English India Pale Ale (IPA)   12.0
## 2136        470             American Pale Ale (APA)   12.0
## 2137        216              Saison / Farmhouse Ale   12.0
## 2138        216                  American Brown Ale   12.0
## 2139        216                        Dunkelweizen   12.0
## 2140        216        English India Pale Ale (IPA)   12.0
## 2141        273                   American Wild Ale   16.0
## 2142        273      American Double / Imperial IPA   16.0
## 2143        273    American Double / Imperial Stout   16.0
## 2144        273                        American IPA   16.0
## 2145        273      American Double / Imperial IPA   16.0
## 2146        273      American Double / Imperial IPA   16.0
## 2147        458            American Amber / Red Ale   12.0
## 2148        458                        American IPA   12.0
## 2149        458                   English Brown Ale   12.0
## 2150        458             American Pale Wheat Ale   12.0
## 2151        263                    Belgian Pale Ale   12.0
## 2152        263                    Belgian Pale Ale   12.0
## 2153        263                              Dubbel   12.0
## 2154        330             American Pale Ale (APA)   16.0
## 2155        330                  American Black Ale   16.0
## 2156        330             American Pale Ale (APA)   16.0
## 2157         34             American Pale Ale (APA)   16.0
## 2158         34                              Kölsch   16.0
## 2159         34                        American IPA   16.0
## 2160         34                   English Brown Ale   16.0
## 2161         34      American Double / Imperial IPA   16.0
## 2162        329                        American IPA   12.0
## 2163         91                    American Pilsner   12.0
## 2164        485          American Amber / Red Lager   12.0
## 2165         10             American Pale Ale (APA)   16.0
## 2166        439            American Amber / Red Ale   12.0
## 2167        439                      American Stout   16.0
## 2168        439             American Pale Ale (APA)   16.0
## 2169        335                              Shandy   12.0
## 2170        143             American Pale Wheat Ale   12.0
## 2171        143             American Pale Ale (APA)   12.0
## 2172        143                           Cream Ale   12.0
## 2173        143                  American Brown Ale   12.0
## 2174        109              Fruit / Vegetable Beer   12.0
## 2175        154                 American Blonde Ale   12.0
## 2176        154                     American Porter   12.0
## 2177        154                        American IPA   12.0
## 2178        274                       Irish Red Ale   12.0
## 2179        274                        American IPA   12.0
## 2180         22             American Pale Wheat Ale   16.0
## 2181         22                       Oatmeal Stout   16.0
## 2182         22             American Pale Ale (APA)   16.0
## 2183         22      California Common / Steam Beer   16.0
## 2184        283            American Amber / Red Ale   12.0
## 2185        283                        American IPA   12.0
## 2186        283                             Braggot   12.0
## 2187        283             American Dark Wheat Ale   12.0
## 2188         18                     American Porter   16.0
## 2189         18              Fruit / Vegetable Beer   16.0
## 2190         18              Russian Imperial Stout   16.0
## 2191         18                          Roggenbier   16.0
## 2192         18      American Double / Imperial IPA   16.0
## 2193         18                        American IPA   16.0
## 2194         18                       Irish Red Ale   16.0
## 2195         18                     American Porter   16.0
## 2196         18                      Czech Pilsener   16.0
## 2197        153                 American Blonde Ale   12.0
## 2198        153                        American IPA   12.0
## 2199        153                     American Porter   12.0
## 2200        153              Fruit / Vegetable Beer   12.0
## 2201        153                 American Blonde Ale   12.0
## 2202        153             American Pale Ale (APA)   12.0
## 2203        153            American Amber / Red Ale   12.0
## 2204        292                        American IPA   12.0
## 2205        292                        Vienna Lager   12.0
## 2206        475                              Shandy   16.0
## 2207        475                        American IPA   16.0
## 2208        266                        American IPA   12.0
## 2209        266                  Milk / Sweet Stout   12.0
## 2210        266            American Amber / Red Ale   12.0
## 2211        525                        American IPA   12.0
## 2212        525                             Witbier   12.0
## 2213        525             Belgian Strong Pale Ale   12.0
## 2214         98                          Doppelbock   16.0
## 2215         98            American Amber / Red Ale   16.0
## 2216         98                    American Pilsner   12.0
## 2217         98                          Doppelbock   16.0
## 2218         98                        American IPA   12.0
## 2219        540             American Pale Ale (APA)   12.0
## 2220        521                        American IPA   16.0
## 2221         39          American Amber / Red Lager   12.0
## 2222         39                        American IPA   12.0
## 2223         39              American Adjunct Lager   12.0
## 2224        191                        American IPA   12.0
## 2225        191                        American IPA   12.0
## 2226        191            American Amber / Red Ale   12.0
## 2227        191                        American IPA   12.0
## 2228        191                      Czech Pilsener   12.0
## 2229        191                        American IPA   12.0
## 2230        191             American Pale Ale (APA)   12.0
## 2231        191                  American Brown Ale   12.0
## 2232        191            American Amber / Red Ale   12.0
## 2233        191                        American IPA   12.0
## 2234        191                        American IPA   12.0
## 2235        191             American Pale Wheat Ale   12.0
## 2236         75                        American IPA   16.0
## 2237         75             American Dark Wheat Ale   12.0
## 2238         75             American Dark Wheat Ale   12.0
## 2239         75           Dortmunder / Export Lager   12.0
## 2240         75             American Pale Ale (APA)   12.0
## 2241         75                Märzen / Oktoberfest   12.0
## 2242         75                      Bière de Garde   12.0
## 2243         75             American Pale Ale (APA)   12.0
## 2244         75                 American Strong Ale   12.0
## 2245         75                        American IPA   12.0
## 2246        244                 Munich Helles Lager   12.0
## 2247        436                          Hefeweizen   16.0
## 2248        436                  American White IPA   12.0
## 2249        436      American Double / Imperial IPA   12.0
## 2250        436              Saison / Farmhouse Ale   12.0
## 2251        436                     German Pilsener   12.0
## 2252        160                         Pumpkin Ale   12.0
## 2253        160          American Amber / Red Lager   12.0
## 2254        160                        American IPA   12.0
## 2255        160                        American IPA   12.0
## 2256        160                 American Blonde Ale   12.0
## 2257        160                         Schwarzbier   12.0
## 2258        160                        American IPA   12.0
## 2259        160             American Pale Ale (APA)   12.0
## 2260        160             American Pale Ale (APA)   12.0
## 2261        556                     German Pilsener   12.0
## 2262        127                        American IPA   16.0
## 2263        127               Maibock / Helles Bock   16.0
## 2264        339                               Cider   16.0
## 2265        339                               Cider   16.0
## 2266        339                               Cider   16.0
## 2267        523                    Low Alcohol Beer   16.0
## 2268        523                  American Brown Ale   16.0
## 2269        523                    Belgian Pale Ale   16.0
## 2270        523                       Baltic Porter   16.0
## 2271        523                              Dubbel   16.0
## 2272         72      American Double / Imperial IPA   12.0
## 2273         72                                Gose   12.0
## 2274         72             American Pale Ale (APA)   12.0
## 2275         72                             Altbier   12.0
## 2276        203                        American IPA   16.0
## 2277        203                             Witbier   16.0
## 2278        203                        American IPA   16.0
## 2279         52                    Quadrupel (Quad)   19.2
## 2280         52                            Rye Beer   19.2
## 2281         52                   American Wild Ale   19.2
## 2282         52    American Double / Imperial Stout   19.2
## 2283         52                  American Brown Ale   19.2
## 2284         52              Saison / Farmhouse Ale   12.0
## 2285         52                  American White IPA   12.0
## 2286         52                   American Wild Ale   19.2
## 2287         52      American Double / Imperial IPA   19.2
## 2288         52                       Winter Warmer   16.0
## 2289         52                         Pumpkin Ale   16.0
## 2290         52                    Belgian Pale Ale   12.0
## 2291         52              Foreign / Export Stout   12.0
## 2292         52                        Vienna Lager   12.0
## 2293         52                        Vienna Lager   12.0
## 2294         52                   English Brown Ale   12.0
## 2295         52             American Pale Ale (APA)   12.0
## 2296         52                        American IPA   12.0
## 2297        547                  American Brown Ale   16.0
## 2298        547                        American IPA   12.0
## 2299        303             American Pale Ale (APA)   12.0
## 2300        303      American Double / Imperial IPA   12.0
## 2301        303                          Doppelbock   12.0
## 2302        303                  American White IPA   12.0
## 2303        303                  American White IPA   12.0
## 2304        303              Fruit / Vegetable Beer   12.0
## 2305        303      American Double / Imperial IPA   12.0
## 2306        303             American Pale Ale (APA)   12.0
## 2307        186                               Cider   16.0
## 2308        186                               Cider   16.0
## 2309        186                               Cider   16.0
## 2310        186                               Cider   16.0
## 2311        186                               Cider   16.0
## 2312        114                      American Stout   12.0
## 2313        323                              Tripel   12.0
## 2314        323                             Witbier   12.0
## 2315        323                  American Brown Ale   12.0
## 2316        323             Belgian Strong Pale Ale   12.0
## 2317        323                        American IPA   12.0
## 2318        323  American Double / Imperial Pilsner   12.0
## 2319        296                        American IPA   12.0
## 2320        296                        American IPA   12.0
## 2321        296                        American IPA   12.0
## 2322        296                             Witbier   12.0
## 2323        296      American Double / Imperial IPA   12.0
## 2324        296             American Pale Wheat Ale   12.0
## 2325        296                    English Pale Ale   12.0
## 2326        296                        American IPA   12.0
## 2327        296                         Pumpkin Ale   12.0
## 2328        296              Fruit / Vegetable Beer   12.0
## 2329        296                        American IPA   12.0
## 2330        507            American Amber / Red Ale   12.0
## 2331         95                        American IPA   16.0
## 2332         95                           Cream Ale   16.0
## 2333         95                       Oatmeal Stout   16.0
## 2334         95                        American IPA   16.0
## 2335        101                Herbed / Spiced Beer   12.0
## 2336        101                     American Porter   12.0
## 2337        101            American Amber / Red Ale   12.0
## 2338        101                        American IPA   12.0
## 2339        385             American Pale Ale (APA)   12.0
## 2340        385                                Gose   12.0
## 2341        385                             Witbier   12.0
## 2342        385                        American IPA   12.0
## 2343        352                Märzen / Oktoberfest   12.0
## 2344        352          American Amber / Red Lager   12.0
## 2345        352                        American IPA   12.0
## 2346        133                 American Pale Lager   16.0
## 2347        133                                Bock   12.0
## 2348        133                       English Stout   12.0
## 2349        133                        American IPA   12.0
## 2350        133                           Cream Ale   12.0
## 2351        133                          Chile Beer   12.0
## 2352        133            American Amber / Red Ale   12.0
## 2353         48                  Berliner Weissbier   12.0
## 2354         48                        American IPA   12.0
## 2355         48                  Berliner Weissbier   12.0
## 2356         48                  Berliner Weissbier   12.0
## 2357        397                        American IPA   16.0
## 2358        297                              Radler   12.0
## 2359        297                          Hefeweizen   12.0
## 2360        297                          Hefeweizen   12.0
## 2361        362      American Double / Imperial IPA   12.0
## 2362        362                         Pumpkin Ale   12.0
## 2363        362                  American Brown Ale   12.0
## 2364        362                 American Blonde Ale   12.0
## 2365        362      American Double / Imperial IPA   12.0
## 2366        362      American Double / Imperial IPA   12.0
## 2367        362                             Witbier   12.0
## 2368        362                       Oatmeal Stout   12.0
## 2369        362                         Pumpkin Ale   12.0
## 2370        362             American Pale Ale (APA)   12.0
## 2371        182                    Belgian Pale Ale   12.0
## 2372        182              Scotch Ale / Wee Heavy   12.0
## 2373        182                    American Pilsner   12.0
## 2374        182             American Pale Ale (APA)   12.0
## 2375        500                     Irish Dry Stout   16.0
## 2376        500                                Bock   16.0
## 2377        500                 Munich Helles Lager   16.0
## 2378        551             American Pale Ale (APA)   16.0
## 2379        551                 American Blonde Ale   16.0
## 2380        510                        American IPA   16.0
## 2381        510                     American Porter   16.0
## 2382        212          American Amber / Red Lager   12.0
## 2383        212                        American IPA   12.0
## 2384        212                     American Porter   12.0
## 2385        212                        American IPA   12.0
## 2386        240              Saison / Farmhouse Ale   12.0
## 2387        240                        American IPA   12.0
## 2388        240                    American Pilsner   12.0
## 2389         15                        American IPA   12.0
## 2390         15                  American Brown Ale   12.0
## 2391        345                        American IPA   12.0
## 2392        403                 American Pale Lager   12.0
## 2393        502                               Cider   12.0
## 2394        110                        American IPA   12.0
## 2395        110                    American Pilsner   12.0
## 2396        340                        American IPA   16.0
## 2397        200                        American IPA   12.0
## 2398        200                              Kölsch   12.0
## 2399        200      American Double / Imperial IPA   12.0
## 2400        200                        American IPA   12.0
## 2401        200             American Pale Ale (APA)   12.0
## 2402        425                          Chile Beer   12.0
## 2403        425                 American Strong Ale   12.0
## 2404        425                         Pumpkin Ale   12.0
## 2405        425                      American Stout   12.0
## 2406        425                         Belgian IPA   12.0
## 2407        425            American Amber / Red Ale   12.0
## 2408        425                         Schwarzbier   12.0
## 2409        425             American Pale Ale (APA)   12.0
## 2410        425            American Amber / Red Ale   12.0
#Beer_Data

Path2 <- "C:/Users/hp/Desktop/SMU Classes/Doing Data Science/Breweries.csv"
Breweries_Data = read.csv(Path2, header=TRUE)
#Breweries_Data
# Merge the data on the ID
merged_data <- inner_join(Beer_Data, Breweries_Data, by = c("Brewery_id" = "Brew_ID"))
merged_data
##                                                    Name.x Beer_ID   ABV IBU
## 1                                                Pub Beer    1436 0.050  NA
## 2                                             Devil's Cup    2265 0.066  NA
## 3                                     Rise of the Phoenix    2264 0.071  NA
## 4                                                Sinister    2263 0.090  NA
## 5                                           Sex and Candy    2262 0.075  NA
## 6                                            Black Exodus    2261 0.077  NA
## 7                                     Lake Street Express    2260 0.045  NA
## 8                                                 Foreman    2259 0.065  NA
## 9                                                    Jade    2258 0.055  NA
## 10                                           Cone Crusher    2131 0.086  NA
## 11                                      Sophomoric Saison    2099 0.072  NA
## 12                                  Regional Ring Of Fire    2098 0.073  NA
## 13                                             Garce Selé    2097 0.069  NA
## 14                                        Troll Destroyer    1980 0.085  NA
## 15                                           Bitter Bitch    1979 0.061  60
## 16                                            Ginja Ninja    2318 0.060  NA
## 17                                          Cherried Away    2170 0.060  NA
## 18                                           Rhubarbarian    2169 0.060  NA
## 19                                            BrightCider    1502 0.060  NA
## 20                            He Said Baltic-Style Porter    1593 0.082  NA
## 21                           He Said Belgian-Style Tripel    1592 0.082  NA
## 22                                          Lower De Boom    1036 0.099  92
## 23                                          Fireside Chat    1024 0.079  45
## 24                                 Marooned On Hog Island     976 0.079  NA
## 25                                        Bitter American     876 0.044  42
## 26                   Hell or High Watermelon Wheat (2009)     802 0.049  17
## 27                   Hell or High Watermelon Wheat (2009)     801 0.049  17
## 28            21st Amendment Watermelon Wheat Beer (2006)     800 0.049  17
## 29                              21st Amendment IPA (2006)     799 0.070  70
## 30                           Brew Free! or Die IPA (2008)     797 0.070  70
## 31                           Brew Free! or Die IPA (2009)     796 0.070  70
## 32                   Special Edition: Allies Win The War!     531 0.085  52
## 33                                             Hop Crisis     432 0.097  94
## 34                                 Bitter American (2011)     353 0.044  42
## 35                                   Fireside Chat (2010)     321 0.079  45
## 36                                          Back in Black     173 0.068  65
## 37                                           Monk's Blood      11 0.083  35
## 38                                  Brew Free! or Die IPA      10 0.070  65
## 39                          Hell or High Watermelon Wheat       9 0.049  17
## 40                                           Bimini Twist    2519 0.070  82
## 41                                           Beach Blonde    2518 0.050  NA
## 42                                         Rod Bender Red    2517 0.059  NA
## 43                                  Passion Fruit Prussia    2545 0.035  11
## 44                                              Send Help    2544 0.045  18
## 45                                Cast Iron Oatmeal Brown    2324 0.055  NA
## 46                                 Reprise Centennial Red    2288 0.060  NA
## 47                                              Alter Ego    2287 0.055  NA
## 48                                            Divided Sky    2286 0.065  NA
## 49                                            Resurrected    2285 0.065  NA
## 50                                           Contact High    1870 0.050  28
## 51                                             Galaxyfest    2603 0.065  NA
## 52                                              Citrafest    2602 0.050  45
## 53                                              Barn Yeti    2220 0.090  NA
## 54                                              Scarecrow    2219 0.069  65
## 55                                                Ironman    2218 0.090  50
## 56                                           Honey Kolsch    2217 0.046  15
## 57                                       Copperhead Amber    2216 0.052  18
## 58                                        Rude Parrot IPA     972 0.059  75
## 59                                British Pale Ale (2010)     866 0.054  30
## 60                                       British Pale Ale      48 0.054  30
## 61                                  Ballz Deep Double IPA      47 0.084  82
## 62                                     Wolfman's Berliner    1583 0.038  NA
## 63                                        Colorado Native    1165 0.055  26
## 64                                 Colorado Native (2011)     431 0.055  26
## 65                                            Jockamo IPA     516 0.065  52
## 66                                            Purple Haze     515 0.042  13
## 67                                            Abita Amber     514 0.045  17
## 68                                         Citra Ass Down    2540 0.082  68
## 69                                         The Brown Note    2539 0.050  20
## 70                                         Citra Ass Down    2686 0.080  68
## 71                                         London Balling    2685 0.125  80
## 72                                                   35 K    2684 0.077  25
## 73                                                 A Beer    2683 0.042  42
## 74                                        Rules are Rules    2682 0.050  25
## 75                                          Flesh Gourd'n    2681 0.066  21
## 76                                               Sho'nuff    2680 0.040  13
## 77                                            Bloody Show    2679 0.055  17
## 78                                            Rico Sauvin    2678 0.076  68
## 79                                       Coq de la Marche    2677 0.051  38
## 80                                         Kamen Knuddeln    2676 0.065  NA
## 81                                           Pile of Face    2675 0.060  65
## 82                                         The Brown Note    2674 0.050  20
## 83                                Maylani's Coconut Stout    1594 0.053  35
## 84                                            Oatmeal PSA    1162 0.050  35
## 85                                     Pre Flight Pilsner    1137 0.052  33
## 86                                         P-Town Pilsner    2403 0.040  20
## 87                                     Klickitat Pale Ale    2402 0.053  36
## 88                               Yellow Wolf Imperial IPA    2401 0.082 103
## 89                                           Freeride APA    1921 0.053  40
## 90                                          Alaskan Amber    1920 0.053  18
## 91                                            Hopalicious    2501 0.057  NA
## 92                                        Kentucky Kölsch    1535 0.043  NA
## 93                                           Kentucky IPA    1149 0.065  NA
## 94                                   Dusty Trail Pale Ale    1474 0.054  NA
## 95                                               Damnesia    1473 0.062  NA
## 96                                         Desolation IPA     837 0.062  43
## 97                                            Liberty Ale    2592 0.059  NA
## 98                                                    IPA    2578 0.065  NA
## 99                                           Summer Wheat    2577 0.045  NA
## 100                                      California Lager    2103 0.049  NA
## 101                                     Brotherhood Steam    2102 0.056  NA
## 102                                     Blood Orange Gose    2291 0.042  NA
## 103                                   Keebarlin' Pale Ale    1818 0.042  NA
## 104                the Kimmie, the Yink and the Holy Gose    1738 0.048  NA
## 105                                          Fall Hornin'    1563 0.060  NA
## 106                            Barney Flats Oatmeal Stout    1520 0.057  13
## 107                                       Summer Solstice    1350 0.056   4
## 108                                        Hop Ottin' IPA    1327 0.070  80
## 109                                       Boont Amber Ale    1326 0.058  15
## 110                            Barney Flats Oatmeal Stout    1221 0.057  13
## 111                                El Steinber Dark Lager    1217 0.055  25
## 112                                Boont Amber Ale (2010)     811 0.058  15
## 113                  Summer Solstice Cerveza Crema (2009)     753 0.056   4
## 114                     Barney Flats Oatmeal Stout (2012)     572 0.057  13
## 115                                       Winter Solstice     523 0.069   6
## 116                                 Hop Ottin' IPA (2011)     367 0.070  80
## 117                                Boont Amber Ale (2011)      78 0.058  15
## 118                                Summer Solstice (2011)      77 0.056   4
## 119                          Poleeko Gold Pale Ale (2009)      76 0.055  28
## 120                                     Charlie's Rye IPA    2337 0.060  NA
## 121                                    River Pig Pale Ale     410 0.054  NA
## 122                                  Oaky's Oatmeal Stout     409 0.047  NA
## 123                            Angry Orchard Apple Ginger    1294 0.050  NA
## 124                             Angry Orchard Crisp Apple    1293 0.050  NA
## 125                             Angry Orchard Crisp Apple    1292 0.050  NA
## 126                                            Golden One    2207 0.068  NA
## 127                                                Arjuna    2040 0.060  NA
## 128                                              Uroboros    2039 0.085  NA
## 129                                             Long Leaf    2511 0.071  75
## 130                                   Honey Badger Blonde    2510 0.047  19
## 131                      Porter (a/k/a Black Gold Porter)    2509 0.060  23
## 132                                          Sky High Rye     413 0.060  55
## 133                                               Whitsun     390 0.062  17
## 134                                      On-On Ale (2008)     735 0.052  NA
## 135                                      Quakertown Stout    1333 0.092  50
## 136                               Greenbelt Farmhouse Ale    1332 0.051  20
## 137                                             Mo's Gose    1172 0.052  10
## 138                   Green Bullet Organic India Pale Ale    1322 0.070  45
## 139                                           Rocket Girl     550 0.032  27
## 140                                          Ninja Porter     429 0.053  26
## 141                                             Shiva IPA     428 0.060  69
## 142                                          Aslan Kölsch    1640 0.048  NA
## 143                                             Aslan IPA    1639 0.077  NA
## 144                                           Aslan Amber    1638 0.077  NA
## 145                                  This Season's Blonde     597 0.056  27
## 146                                 Independence Pass Ale     596 0.070  67
## 147                                    Trolley Stop Stout    1580 0.057  40
## 148                             Bitter Bitch Imperial IPA     980 0.082 138
## 149                                      Poop Deck Porter     979 0.062  35
## 150                               Old Red Beard Amber Ale     978 0.060  35
## 151                                            Hop A-Peel    2503 0.075 115
## 152                                   Vanilla Java Porter    2502 0.055  12
## 153                                             Michelada    2495 0.052  NA
## 154                                      Dirty Blonde Ale     534 0.045   8
## 155                                      Grand Circus IPA     528 0.050  62
## 156                                       Atwater's Lager     527 0.050  12
## 157             Heavy Machinery IPA Series #1: Heavy Fist    1409 0.070  NA
## 158                                        Fire Eagle IPA     343 0.062  NA
## 159                                            Peacemaker     342 0.051  NA
## 160                                            Pearl-Snap     341 0.053  NA
## 161                                         Black Thunder     340 0.052  NA
## 162                                                  Raja    2589 0.080  NA
## 163                                         Perzik Saison    2546 0.064  NA
## 164                  Avery Joe’s Premium American Pilsner     146 0.047  42
## 165                                          White Rascal     108 0.056  10
## 166                                  Avery India Pale Ale     107 0.063  69
## 167                                     Ellie’s Brown Ale     106 0.055  17
## 168                                         Pumpkin Beast    1620 0.062  17
## 169                                          OktoberBeast    1579 0.072  22
## 170                                             Mad Beach    1228 0.048  23
## 171                               Hog Wild India Pale Ale     705 0.067  NA
## 172                         Devils Tramping Ground Tripel     704 0.092   5
## 173                                           Hot Rod Red     702 0.061  41
## 174                                         Palate Mallet    2058 0.086  NA
## 175                                      Back East Porter    1483 0.060  NA
## 176                                  Back East Golden Ale    1426 0.049  NA
## 177                                    Misty Mountain IPA    1132 0.070  NA
## 178                                         Back East Ale    1131 0.050  NA
## 179                            Truck Stop Honey Brown Ale    1876 0.060  NA
## 180                                    Naked Pig Pale Ale    1875 0.060  43
## 181                              Topcutter India Pale Ale     966 0.068  70
## 182                                     Field 41 Pale Ale     965 0.044  38
## 183                                    Grapefruit Sculpin    2593 0.070  NA
## 184                                             Even Keel    2105 0.038  40
## 185                                Ballast Point Pale Ale    1401 0.052  23
## 186                                Big Eye India Pale Ale    1400 0.070  75
## 187                                         Longfin Lager    1019 0.046  NA
## 188                                           Sculpin IPA    1018 0.070  70
## 189                                       All Nighter Ale    1776 0.045  NA
## 190                                   Banner American Rye    1644 0.045  20
## 191                                   Banner American Ale    1643 0.035  45
## 192                                              Thai.p.a    2618 0.070  46
## 193                                         Barrio Blanco    2005 0.060  60
## 194                                  Barrio Tucson Blonde    1343 0.045  NA
## 195                               Hop in the ‘Pool Helles    2404 0.049  22
## 196                                   Ultra Gnar Gnar IPA    2323 0.067  60
## 197                             In-Tents India Pale Lager    2189 0.068  62
## 198                                     Lost Meridian Wit    2188 0.050  20
## 199               Celestial Meridian Cascadian Dark Lager    2187 0.051  45
## 200                                           Wagon Party    1966 0.054  55
## 201                                              Sky-Five    1965 0.067  70
## 202                                            Stargrazer    1964 0.050  28
## 203                                           Wonderstuff    1963 0.054  48
## 204                      Tarnation California-Style Lager    1855 0.053  NA
## 205                              On the Count of 3 (2015)    1778 0.070  42
## 206                                        Summer Swelter    1209 0.047  NA
## 207                            Phantom Punch Winter Stout     954 0.068  NA
## 208                                    Hayride Autumn Ale     910 0.066  NA
## 209                             Celsius Summer Ale (2012)     707 0.047  NA
## 210                                            Amber Road     533 0.055  35
## 211                                  Pamola Xtra Pale Ale     183 0.049  28
## 212                                          Stowaway IPA     182 0.069  69
## 213                                   Hoptopus Double IPA    1806 0.088 108
## 214                                        Watermelon Ale    2435 0.050  10
## 215                              Fenway American Pale Ale    2423 0.058  45
## 216                                          Back Bay IPA    2420 0.068  85
## 217                            Bunker Hill Blueberry Ale     2419 0.048  16
## 218                                                Oberon    2494 0.058  NA
## 219                                               Smitten    2325 0.060  NA
## 220                                          Winter White    2022 0.050  NA
## 221                                                Oberon    1989 0.058  NA
## 222                                           Two Hearted    1988 0.070  NA
## 223                                            Best Brown    1955 0.058  NA
## 224                                                  Moar    2558 0.044  44
## 225                                Uber Lupin Schwarz IPA    2557 0.083  NA
## 226                                         Nordic Blonde    2556 0.057  27
## 227                                            Cold Press    2496 0.060  NA
## 228                                    Harness the Winter    2410 0.072  87
## 229                                              14° ESB     1902 0.056  32
## 230                                   Bent Hop Golden IPA    1901 0.062  68
## 231                                 Bent Paddle Black Ale    1261 0.060  34
## 232                                          Venture Pils    1253 0.050  38
## 233                                       Lost Sailor IPA    1900 0.055  40
## 234                             Steel Rail Extra Pale Ale    1317 0.053  20
## 235                               La Frontera Premium IPA    1158 0.078  NA
## 236                                           Tejas Lager    1157 0.047  NA
## 237                                      Number 22 Porter    1156 0.064  NA
## 238                                   Big Bend Hefeweizen    1155 0.056  NA
## 239                                        Terlingua Gold    1154 0.060  NA
## 240                                            Aprè Shred    2104 0.081  17
## 241                                    Hemlock Double IPA    1762 0.095 104
## 242                West Portal Colorado Common Summer Ale    1422 0.041  NA
## 243                                      Disconnected Red    1067 0.067  85
## 244                                           Big Elm IPA    1003 0.070  NA
## 245                                       Gerry Dog Stout    1002 0.065  NA
## 246                                     413 Farmhouse Ale    1001 0.060  NA
## 247                                             Dark Star    2639 0.080  54
## 248                                                Ryecoe    2469 0.062  NA
## 249                                      Blueberry Blonde    2586 0.060  NA
## 250                                            Galaxy IPA    2585 0.075  60
## 251                                     Big River Pilsner     643 0.050  32
## 252                                       House Brand IPA     632 0.060  55
## 253                                           Big Sky IPA    1714 0.062  65
## 254                                   Scape Goat Pale Ale    1713 0.050  40
## 255                              Montana Trout Slayer Ale    1712 0.050  35
## 256                                 Moose Drool Brown Ale    1711 0.051  26
## 257                               Powder Hound Winter Ale    1456 0.072  60
## 258                          Moose Drool Brown Ale (2011)     767 0.051  26
## 259                       Montana Trout Slayer Ale (2012)     766 0.050  35
## 260                                    Big Sky IPA (2012)     579 0.062  65
## 261                                          Summer Honey     168 0.047  NA
## 262                            Scape Goat Pale Ale (2010)     159 0.050  40
## 263                       Montana Trout Slayer Ale (2009)      35 0.050  35
## 264                          Moose Drool Brown Ale (2009)      34 0.051  26
## 265                                             Arcus IPA    2096 0.069  81
## 266                                             Wavemaker    2095 0.058  38
## 267                                      Jack Pine Savage    1257 0.053  43
## 268                       Forest Fire Imperial Smoked Rye    1256 0.099  85
## 269                                  Bad Axe Imperial IPA    1255 0.098  76
## 270                                          Morning Wood     986 0.055  35
## 271                                         Bark Bite IPA     985 0.066  50
## 272                                     Jalapeno Pale Ale    2508 0.055  45
## 273                                       Blown Out Brown    1441 0.052  NA
## 274                                        Single Hop Ale    1413 0.063  NA
## 275                                          Sawtooth Ale    1411 0.054  NA
## 276                                        Saucy Intruder    2620 0.072  75
## 277                                             Deception    2412 0.045  16
## 278                                   Blackmarket Rye IPA    1898 0.075  35
## 279                               Black Market Hefeweizen    1897 0.050   8
## 280                                    Aftermath Pale Ale    1896 0.058  44
## 281                                American India Red Ale    1850 0.071  83
## 282                                   American Red Porter    1849 0.071  45
## 283                                   American Red Saison    1848 0.078  34
## 284                                      Colorado Red Ale    1847 0.066  44
## 285                                Saddle Bronc Brown Ale    2485 0.048  16
## 286                             Bomber Mountain Amber Ale    2484 0.046  20
## 287                                         Flying Sailor    2449 0.073  NA
## 288                                             Nordskye     2634 0.048  47
## 289                                     North Third Stout    2153 0.060  30
## 290                                             Honey Lav    1953 0.052  NA
## 291                                     Coconut Brown Ale    1496 0.068  NA
## 292                                               51K IPA    1481 0.070  51
## 293                                         Grand Rabbits    1480 0.055  NA
## 294                             1800 Big Log Wheat (2012)    1564 0.050  NA
## 295                                   Double Play Pilsner    1541    NA  NA
## 296                                  Brewerhood Brown Ale    1321 0.055  NA
## 297                          Last Call Imperial Amber Ale    1320 0.080  NA
## 298                                 Pernicious Double IPA    1319 0.096  NA
## 299                             6-4-3 Double Play Pilsner    1303 0.052  NA
## 300                N Street Drive-In 50th Anniversary IPA    1025    NA  NA
## 301                                     467 Ethan's Stout    1012 0.050  NA
## 302                                     1335 Wicked Snout     942 0.064  NA
## 303                 543 Skull Creek Fresh Hopped Pale Ale     937 0.045  NA
## 304                                        1327 Pod's ESB     888 0.056  37
## 305                                        1327 Pod's ESB     886 0.056  37
## 306                                        1327 Pod's ESB     612 0.056  37
## 307                                      834 Happy As Ale     611 0.046  35
## 308                                         Yellow Collar    1372 0.059  NA
## 309                                          Green Collar    1371 0.059  NA
## 310                               Quarter Mile Double IPA    1812 0.080  80
## 311                                  Full Nelson Pale Ale    1547 0.059  60
## 312                                      Steel Wheels ESB    1546 0.065  30
## 313                           Blue Mountain Classic Lager    1545 0.053  22
## 314                           Full Nelson Pale Ale (2010)     119 0.059  60
## 315                                            Kölsch 151    1408 0.049  16
## 316                                       Professor Black    2490    NA  NA
## 317                                           Little Boss    2489    NA  NA
## 318                                            Van Dayum!    2488    NA  NA
## 319                                         Spirit Animal    2487    NA  NA
## 320                                          Toxic Sludge     939 0.070  NA
## 321                                  Blue Point White IPA     692 0.060  40
## 322                                 Blue Point Summer Ale     667 0.044  16
## 323                                         Toasted Lager     665 0.055  28
## 324                                 Bohemian Export Lager    1607 0.060  NA
## 325                                 Altus Bohemes Altbier    1597 0.053  NA
## 326                                           Cherny Bock     344 0.040  NA
## 327                                         Czech Pilsner      89 0.050  NA
## 328                                        Viennese Lager      88 0.050  NA
## 329                                       Mad Manatee IPA    1569 0.065  NA
## 330                                Killer Whale Cream Ale    1568 0.055  NA
## 331                            Duke's Cold Nose Brown Ale    1188 0.060  NA
## 332                                           Longhop IPA    1891 0.042  30
## 333                                            Lucky Buck    1890 0.040  34
## 334                               Bomb Lager (New Recipe)     577 0.051  NA
## 335                               Bomb Lager (Old Recipe)     513 0.045  27
## 336                            Firestarter India Pale Ale    2422 0.066  72
## 337                               Kilt Dropper Scotch Ale    1727 0.075  22
## 338                                 Wood Splitter Pilsner    1614 0.048  30
## 339                                          Gyptoberfest    1613 0.056  26
## 340                           Farmer Wirtz India Pale Ale    1549 0.070  94
## 341                              Slow & Steady Golden Ale    1548 0.047  NA
## 342                                  Pink-I Raspberry IPA    1517 0.068  NA
## 343        Moe's Original Bar B Que 'Bama Brew Golden Ale    1500 0.047  NA
## 344                                 Live Local Golden Ale    1421 0.047  NA
## 345                       Screaming Eagle Special Ale ESB    1360 0.048  38
## 346                                        Dirtbag Dunkel    1184 0.049  NA
## 347                                      Kindler Pale Ale    1183 0.053  45
## 348                                 Mistress Winter Wheat    1023 0.064  NA
## 349                              Tent Pole Vanilla Porter     998 0.061  NA
## 350                                     Awry Rye Pale Ale     997 0.058  NA
## 351                                    Demshitz Brown Ale     996 0.058  NA
## 352                          Wood Splitter Pilsner (2012)     931 0.048  NA
## 353                                    Brush Creek Blonde     798 0.048  NA
## 354                            Firestarter India Pale Ale     633 0.066  72
## 355                                           Noche Dulce    2062 0.071  16
## 356                                          Porch Rocker    1830 0.045   8
## 357                                             Rebel IPA    1629 0.065  45
## 358                                             Cold Snap    1601 0.055  NA
## 359                             Samuel Adams Winter Lager    1427 0.056  NA
## 360                                          Boston Lager    1349 0.049  30
## 361                                          Boston Lager    1310 0.049  30
## 362                              Samuel Adams Octoberfest    1281 0.053  15
## 363                               Samuel Adams Summer Ale    1144 0.053   7
## 364                                          Boston Lager    1143 0.049  30
## 365                                       Hazed & Infused    1395 0.049  35
## 366                                       Hoopla Pale Ale     808 0.057  35
## 367                                Hazed & Infused (2010)      81 0.049  35
## 368                                         Heavy Lifting    2596 0.062  80
## 369                                                  1492    2300 0.065  NA
## 370                                          Mango Ginger    2299 0.058  NA
## 371                                             Passenger    2298 0.047  NA
## 372                                       Plum St. Porter    2107 0.060  52
## 373                                       Plum St. Porter    1573 0.057  52
## 374                                    Bozone HopZone IPA    1289 0.070  80
## 375                                    Bozone Hefe Weizen    1288 0.060  25
## 376                               Bozone Select Amber Ale     470 0.055  NA
## 377                                              Evil Owl    2167 0.052  40
## 378                                      Post Time Kölsch    2204 0.050  NA
## 379                                           Agave Wheat    1522 0.042   9
## 380                                      SummerBright Ale     397 0.045  15
## 381                                           Lucky U IPA     193 0.062  68
## 382                                         Avalanche Ale      83 0.054  19
## 383                                   You're My Boy, Blue    1802 0.050  NA
## 384                                         Last Stop IPA    1801 0.072  60
## 385                                  Rollin Dirty Red Ale    1800 0.050  21
## 386                                  Are Wheat There Yet?    1799 0.055  28
## 387                                  Insert Hop Reference    2619 0.058  NA
## 388                                         Manitou Amber    2468 0.053  NA
## 389                                               Belfort    2637 0.067  NA
## 390                                           Star Runner    2636 0.060  NA
## 391                               Tart Side of the Barrel    2598 0.098  NA
## 392                                    Linnaeus Mango IPA    2597 0.060  NA
## 393                                      Beasts A'Burnin'    2548 0.070  NA
## 394                                                Verdun    2542 0.077  NA
## 395                                  Barrel Aged Triomphe    2541 0.065  NA
## 396                                     Cherry Doppelbock    2504 0.065  NA
## 397                                       Tropical Saison    2500 0.065  NA
## 398                                          Beach Patrol    2499 0.065  NA
## 399                                          Nuit Serpent    2498 0.050  NA
## 400                                                 Paris    2481 0.090  NA
## 401                                        The Grand Army    2476 0.055  NA
## 402                                       Acidulated Trip    2467 0.059  NA
## 403                                            Root Stock    2466 0.066  NA
## 404                                            Mind Games    2465 0.041  NA
## 405                                             Sous Chef    2433 0.082  NA
## 406                                          Dubbelicious    2418 0.065  NA
## 407                                            Psychopomp    2416 0.062  NA
## 408                                            Fat Paczki    2382    NA  NA
## 409                                    Earth-Like Planets    2381    NA  NA
## 410                                            Ski Patrol    2290 0.061  NA
## 411                                       Viking Ice Hole    2241 0.063  NA
## 412                                            Rye Porter    2240 0.056  NA
## 413                                  Wizard Burial Ground    2137 0.099  NA
## 414                                           Smoky Wheat    2101 0.051  NA
## 415                                                 BRIPA    2092 0.062  NA
## 416                                                  Mela    2091 0.062  NA
## 417                                        W.I.P.A Snappa    2086 0.053  NA
## 418                                     Pepper in the Rye    2023 0.063  NA
## 419                                           Moe Lasses'    2006 0.064  NA
## 420                                          Pumpkin Tart    1997 0.070  NA
## 421                                            Undertaker    1977 0.067  NA
## 422                                     Undertaker (2014)    1976 0.067  NA
## 423                                              Coq D'Or    1974 0.050  NA
## 424                                          North French    1973 0.060  NA
## 425                                          Agent a Deux    1959 0.065  NA
## 426                                           Belgian Wit    1958 0.045  NA
## 427                                         Pothole Stout    1949 0.063  NA
## 428                                           Tree Bucket    1947 0.093  NA
## 429                                        Le Flaneur Ale    1785 0.073  NA
## 430                                     Maize & Blueberry    1651 0.056  NA
## 431                                  Trebuchet Double IPA    1443 0.093  NA
## 432                                         Contemplation    1352 0.065  NA
## 433                                          Black Rabbit    1267 0.050  NA
## 434                                                Zaison    1266 0.090  NA
## 435                                         Vivant Tripel    1178 0.082  NA
## 436                                 Tart Side of the Moon    1136 0.098  NA
## 437                                           Big Red Coq    1044 0.060  NA
## 438                      Hubris Quadrupel Anniversary Ale    1033 0.099  NA
## 439               Plow Horse Belgian Style Imperial Stout    1031 0.095  NA
## 440                                  Escoffier Bretta Ale     909 0.092  NA
## 441                                  Contemplation (2012)     873 0.065  NA
## 442            Vivant Belgian Style Imperial Stout (2012)     860 0.099  NA
## 443                                    Big Red Coq (2012)     677 0.062  NA
## 444                                         Zaison (2012)     671 0.090  NA
## 445                                  Vivant Tripel (2012)     670 0.092  NA
## 446                           Trebuchet Double IPA (2012)     669 0.097  NA
## 447                                                Kludde     627 0.085  NA
## 448                                             Farm Hand     387 0.055  NA
## 449                                              Solitude     385 0.060  NA
## 450                                              Triomphe     384 0.065  NA
## 451                                        Tampa Pale Ale    1096    NA  NA
## 452                                Orange Grove Wheat Ale    1095    NA  NA
## 453                                       Broad Brook Ale    2456 0.061  NA
## 454                             Northern Lights Amber Ale     921 0.050  15
## 455                                        Polar Pale Ale     920 0.052  17
## 456                                   Chugach Session Ale     919 0.048  NA
## 457                                       Fairweather IPA     648 0.061  64
## 458                                   East India Pale Ale    1279 0.068  47
## 459                                   Brooklyn Summer Ale     756 0.045  NA
## 460                                   East India Pale Ale     566 0.068  47
## 461                            Brooklyn Summer Ale (2011)     328 0.045  NA
## 462                               Brooklyn Lager (16 oz.)      66 0.052  NA
## 463                               Brooklyn Lager (12 oz.)      65 0.052  NA
## 464                     Tour de Nez Belgian IPA (Current)     538 0.080  NA
## 465                                  Roler Bock (Current)     504    NA  NA
## 466                             Black Adder IBA (Current)     383 0.073  85
## 467                            Very Noddy Lager (Current)      29 0.099  NA
## 468                           Tule Duck Red Ale (Current)      28 0.062  42
## 469                 Original Orange Blossom Ale (Current)      27 0.058  35
## 470                           Black Noddy Lager (Current)      26 0.052  40
## 471                              Cleveland Beer Week 2013    1627 0.053  NA
## 472                                        Painted Turtle    2552 0.045  NA
## 473                                                  1836    2125 0.060  40
## 474                                          Summer's Wit    2124 0.060  20
## 475                                          More Cowbell    2123 0.090 118
## 476                                         Wrath of Pele    2608 0.065  NA
## 477                                          Black Beer'd    2607 0.068  NA
## 478                                               Mr. Tea    2606 0.078  NA
## 479                                          Pale Alement    2478 0.055  40
## 480                                      Hopkick Dropkick    2471 0.099 115
## 481                                          Kreamed Corn    2470 0.060  NA
## 482                                             Coconoats    2464 0.065  NA
## 483                                            Joey Wheat    2160 0.068  16
## 484                                        3:33 Black IPA    2158 0.072  86
## 485                                                   MCA    2072 0.068  NA
## 486                                          Pale Alement    2054 0.055  40
## 487                                    Couch Select Lager    2196 0.050  14
## 488                         Mucho Aloha Hawaiian Pale Ale     668 0.056  36
## 489                              Heinnieweisse Weissebier      52 0.049  NA
## 490                                       Snapperhead IPA      51 0.068  NA
## 491                                     Moo Thunder Stout      50 0.049  NA
## 492                                     Porkslap Pale Ale      49 0.043  NA
## 493                                            Blackbeard    2657 0.093  NA
## 494                                              Rye Knot    2656 0.062  NA
## 495                                              Dead Arm    2655 0.060  NA
## 496                                       32°/50° Kölsch     2654 0.048  NA
## 497                                                HopArt    2653 0.077  NA
## 498                                              Boy King    2652 0.097  NA
## 499                                            Gran Sport    2252 0.052  NA
## 500                                    Horny Toad Cerveza    2214 0.053  25
## 501                                          Native Amber    2213 0.063  35
## 502                                                F5 IPA    1442 0.068 100
## 503                                   Native Amber (2013)     170 0.063  35
## 504                             Horny Toad Cerveza (2013)     169 0.053  25
## 505                               Hopportunity Knocks IPA    2315 0.068 100
## 506                                     Pilot Rock Porter    1808 0.060  NA
## 507                                      Caldera Pale Ale    1419 0.056  55
## 508                                       Lawnmower Lager     878 0.039  16
## 509                              Ashland Amber Ale (2009)     794 0.054  24
## 510                                    Caldera IPA (2009)     793 0.061  94
## 511                                    Caldera IPA (2007)     792 0.061  94
## 512                               Caldera Pale Ale (2010)     791 0.056  55
## 513                               Caldera Pale Ale (2009)     790 0.056  55
## 514                               Caldera Pale Ale (2005)     789 0.056  55
## 515                               Caldera Pale Ale (2007)     788 0.056  55
## 516                               Caldera Pale Ale (2011)      38 0.056  55
## 517                                     Ashland Amber Ale      37 0.054  24
## 518                                           Caldera IPA      36 0.061  94
## 519                                       Remain in Light    2257 0.050  NA
## 520                                   Flower Child (2014)    2256 0.065  NA
## 521                                      THP White (2006)     870    NA  NA
## 522                                      THP Amber (2006)     869    NA  NA
## 523                                      THP Light (2006)     868    NA  NA
## 524                                       THP Dark (2006)     867    NA  NA
## 525                                Imperial Pumpkin Stout    2068 0.099  43
## 526                                         Dead-Eye DIPA    2067 0.090 130
## 527                                       Fisherman's IPA    2066 0.055  64
## 528                                      Fisherman's Pils    2065 0.054  35
## 529                                      Fisherman's Brew    2064 0.055  30
## 530                                          Cape Cod Red    1928 0.055  35
## 531                                          Beach Blonde    1927 0.049  10
## 532                          Dark Voyage Black IPA (2013)    2227 0.065  80
## 533                                       Wisconsin Amber    2226 0.052  28
## 534                                            Lake House    2225 0.046  18
## 535                                  Ghost Ship White IPA    1954 0.056  55
## 536                                            Lake House    1910 0.046  18
## 537                                            Mutiny IPA    1177 0.062  70
## 538                                Wisconsin Amber (1998)     840 0.052  NA
## 539                                          Island Wheat     180 0.042  NA
## 540                                Wisconsin Amber (2013)      63 0.052  NA
## 541                                         U.S. Pale Ale      62 0.050  NA
## 542                                     Supper Club Lager      61    NA  NA
## 543                            Carolina Lighthouse (2007)     784 0.040  NA
## 544                                Carolina Blonde (2006)     783 0.050  NA
## 545                          Carolina Blonde Light (2005)     782 0.035  NA
## 546                                        Santa's Secret    2255 0.059  22
## 547                                          Flagship IPA     530 0.057  NA
## 548                                   Sky Blue Golden Ale     427 0.051  NA
## 549                                               Epitome    2094 0.099 100
## 550                              Monkey Chased the Weasel    1941 0.039   9
## 551                                                 077XX    1940 0.078  80
## 552                                             Boat Beer    1439 0.042  35
## 553                         Granny Smith Hard Apple Cider    1465 0.069  NA
## 554                                  Dry Hard Apple Cider    1464 0.069  NA
## 555                                Farmer Ted's Cream Ale    1744 0.056  NA
## 556                              Firewater India Pale Ale    1743 0.052  NA
## 557                                      White Zombie Ale    1742 0.047  NA
## 558                            King Winterbolt Winter Ale    1719 0.070  NA
## 559                                      White Zombie Ale     638 0.047  NA
## 560                              Firewater India Pale Ale     507 0.052  NA
## 561                      Farmer Ted's Farmhouse Cream Ale     480 0.056  NA
## 562                                          Whitecap Wit    1882 0.048  16
## 563                                   Seiche Scottish Ale    1881 0.078  16
## 564                              Peanut Butter Jelly Time    2446 0.058  NA
## 565                                          King Coconut    2106 0.054  NA
## 566                                            Gone A-Rye    2600 0.085  90
## 567                                       Special Release    2210    NA  NA
## 568                                           Dankosaurus    2052 0.068  70
## 569                                  Scruffy's Smoked Alt    1584 0.051  35
## 570                        Elliott's Phoned Home Pale Ale    1182 0.051  36
## 571                                       The Lawn Ranger    1050 0.050  18
## 572                               All American Blonde Ale    1219 0.050  NA
## 573                                  All American Red Ale    1218 0.050  NA
## 574                                 Main St. Virginia Ale    2377 0.050  40
## 575                                Chin Music Amber Lager    1839 0.045  24
## 576                                 Main St. Virginia Ale    1248 0.050  40
## 577                                    Ray Ray’s Pale Ale    1247 0.052  42
## 578                                              Chai Ale    1649 0.051  15
## 579                                         Lucky Day IPA    1648 0.072  85
## 580                               Terrace Hill Double IPA    1647 0.095  99
## 581                                              Catch 23    1646 0.075  77
## 582                                    Stickin' In My Rye    2057 0.070  NA
## 583                                        Black Me Stout    2056 0.060  45
## 584                                         Killer Kolsch    2055 0.050  22
## 585                                           Missile IPA    1933 0.070  65
## 586                                             Enlighten    2019 0.045  NA
## 587                                             Ale Cider    2018 0.065   8
## 588                                              Pail Ale    2017 0.055  30
## 589                                            Englishman    2016 0.045  NA
## 590                                              8 Barrel    2080 0.080  69
## 591                                           Oktoberfest    2079 0.055  40
## 592                                               IPA #11    2380 0.057  58
## 593                                    Blood Orange Honey    2379 0.057  10
## 594                                      Lighthouse Amber    2354 0.052  NA
## 595                       Bay of Bengal Double IPA (2014)    2440 0.089 126
## 596                          Churchkey Pilsner Style Beer     567 0.049  29
## 597                                           First Press    1342 0.050  NA
## 598                                           Magic Apple    1341 0.050  NA
## 599                                       Cubano Espresso    2349 0.055  25
## 600                                   Operation Homefront    2014 0.062  65
## 601                                     Wandering Pelican    2013 0.082  65
## 602                                            Sugar Plum    2012 0.055  NA
## 603                                           Oktoberfest    2011 0.055  NA
## 604                                 Puppy's Breath Porter    2010 0.060  NA
## 605                                         Happening Now    2009 0.045  NA
## 606                    Hopped on the High Seas (Hop #529)    1726 0.070  60
## 607                     Hopped on the High Seas (Calypso)    1725 0.070  60
## 608                        Wiregrass Post-Prohibition Ale    1695 0.063  NA
## 609       Dry-Hopped On The High Seas Caribbean-Style IPA    1694 0.070  60
## 610                       Hopped on the High Seas (Citra)    1693 0.070  60
## 611                     Hopped on the High Seas (Ahtanum)    1692 0.070  60
## 612                                             Gwar Beer    1369 0.055  NA
## 613                                     Tropical Heatwave    1243 0.052  NA
## 614                         Humidor Series India Pale Ale    1142 0.075  70
## 615                        Jai Alai IPA Aged on White Oak    1141 0.075  70
## 616                            José Martí American Porter    1140 0.080  65
## 617                                     Invasion Pale Ale    1139 0.050  NA
## 618                                      Maduro Brown Ale    1138 0.055  25
## 619                                      Maduro Brown Ale     571 0.055  25
## 620                              Hotter Than Helles Lager     570 0.050  NA
## 621                                      Tocobaga Red Ale     569 0.072  75
## 622                                          Jai Alai IPA     546 0.075  70
## 623                           Florida Cracker Belgian Wit     545 0.050  18
## 624                             Shark Tracker Light lager    2338 0.048  NA
## 625                                        Pumple Drumkin    1365 0.060  NA
## 626                                             Grey Lady    1094 0.045  NA
## 627                                       Summer of Lager     657 0.062  NA
## 628                                        Indie Pale Ale     656 0.065  NA
## 629                                   Sankaty Light Lager     359 0.038  NA
## 630                                 Whale's Tale Pale Ale      56 0.056  NA
## 631                                    Jacaranada Rye IPA    1772 0.067  60
## 632                                    Cascadian Dark Ale    1393 0.060  75
## 633                                      Wheat the People     893 0.044  13
## 634                                   Tybee Island Blonde    1407 0.047  17
## 635                                    Savannah Brown Ale    1406 0.062  55
## 636                                Rhode Island Blueberry    2438 0.046  11
## 637                                     Newport Storm IPA    2437 0.065  75
## 638                            Hurricane Amber Ale (2004)     751 0.052  24
## 639                                   Hurricane Amber Ale     120 0.052  24
## 640                                          Big Blue Van    2061 0.058  NA
## 641                                        Des Moines IPA     970 0.068  75
## 642                             Capital Gold Golden Lager     969 0.048  22
## 643                         Farmer John's Multi-Grain Ale     968 0.056  21
## 644                                              Behemoth    2351 0.050  NA
## 645                                          Arkansas Red    1650 0.052  NA
## 646                                    Core Oatmeal Stout    1337 0.057  NA
## 647                                              Core ESB    1336 0.061  NA
## 648                                 Chester's Beer (2005)     737 0.038  NA
## 649                                    Heiner Brau Kölsch     129 0.050  NA
## 650                                    Trigger Blonde Ale     716 0.048  NA
## 651                                Crabtree Oatmeal Stout     659 0.075  29
## 652                                     Eclipse Black IPA     556 0.077  71
## 653                                   Neomexicanus Native    2538 0.060  46
## 654                                              Old Soul    2355 0.075  25
## 655                                  Snowcat Coffee Stout    1689 0.059  NA
## 656                        WinterWonderGrass Festival Ale    1163    NA  NA
## 657                                        Boohai Red Ale     940    NA  NA
## 658                                         Lava Lake Wit     685 0.052  15
## 659                              Mountain Livin' Pale Ale     613 0.060  NA
## 660                              Crazy Mountain Amber Ale     356 0.052  25
## 661                                            Tropicalia    2029 0.065  65
## 662                                                Athena    2028 0.045  NA
## 663                              Aviator Raspberry Blonde    2293 0.049  25
## 664                                       3 Picket Porter    1105 0.055  NA
## 665                                   Rusty Nail Pale Ale    1104 0.056  NA
## 666                             Red Water Irish Style Red    2145 0.065  NA
## 667                                              Mjöllnir    1804 0.066  NA
## 668                              Bear Butte Nut Brown Ale    1602 0.055  NA
## 669                                Easy Livin' Summer Ale    1301 0.045  NA
## 670                                      Canyon Cream Ale     542 0.055  NA
## 671                                    Pile O'Dirt Porter     272 0.069  NA
## 672                                         11th Hour IPA     271 0.060  NA
## 673                                 South Ridge Amber Ale    1057 0.060  31
## 674                                        Summertime Ale     681 0.052  23
## 675                                 Lost River Blonde Ale    1789 0.049  NA
## 676                                           Monon Wheat    1788 0.054  NA
## 677                                         Floyd's Folly    1787 0.080  NA
## 678                                        Half Court IPA    1786 0.063  NA
## 679                                      Geary's Pale Ale    1763 0.045  NA
## 680                                    Geary's Summer Ale    1311 0.060  NA
## 681                                     Stone of Arbroath    2078 0.080  NA
## 682                                         The Tradition    1809 0.050  15
## 683                                        El Hefe Speaks    1263 0.053  11
## 684                                   Penn Quarter Porter    1092 0.055  NA
## 685                            On the Wings of Armageddon     851 0.092 115
## 686                                        The Corruption     186 0.065  80
## 687                                           The Citizen     185 0.070  NA
## 688                                            The Public     184 0.060  NA
## 689                                              Dank IPA    1224 0.065  NA
## 690                                       Dank IPA (2012)     964 0.065  NA
## 691                                          Lift Off IPA    1623 0.072  NA
## 692                          BrewFarm Select Golden Lager     110 0.055  NA
## 693                            Sprocket Blonde Ale (2006)    1735 0.050  NA
## 694                              Sprocket Pale Ale (2006)    1734 0.050  NA
## 695                              Dead Armadillo Amber Ale    1746 0.063  37
## 696                                         Neato Bandito    2371 0.060  NA
## 697                                  Oak Cliff Coffee Ale    2251 0.075  33
## 698                              Dream Crusher Double IPA    2166 0.085 100
## 699                                   Deep Ellum Pale Ale    1827 0.060  NA
## 700                                    Double Brown Stout    1203 0.070  NA
## 701                                         Farmhouse Wit    1202 0.048  25
## 702                                Rye Pils Session Lager    1161 0.046  NA
## 703                                         Dallas Blonde     946 0.052  23
## 704                                        Deep Ellum IPA     943 0.070  70
## 705                       Thrasher Session India Pale Ale    1886 0.045  44
## 706                          Gutch English Style Mild Ale    1885 0.050  16
## 707                                           Chuli Stout    1213 0.059  55
## 708                                            Mother Ale    1159 0.056  46
## 709                          Twister Creek India Pale Ale     947 0.065  71
## 710                                     Single Engine Red     929 0.058  46
## 711                                  Incredible Pedal IPA    1944 0.070  NA
## 712                                 Graham Cracker Porter    1943 0.050  NA
## 713                                  Mirror Pond Pale Ale    1210 0.050  40
## 714                                         Weissenheimer    2550 0.052  16
## 715                               Abbey's Single (2015- )    2505 0.049  22
## 716                                            Vertex IPA    2025 0.063  76
## 717                                     Here Gose Nothin'    2021 0.050  12
## 718                                     Strawberry Blonde    2015 0.050  NA
## 719                                   Hoperation Overload    1888 0.096  85
## 720                          Abbey's Single Ale (Current)    1887 0.049  22
## 721                                      Bravo Four Point    2051 0.044  45
## 722                                 Striped Bass Pale Ale    1201 0.052  26
## 723                                      Deadicated Amber     924 0.054  27
## 724                       Kaleidoscope Collaboration 2012     731    NA  NA
## 725                           California Sunshine Rye IPA     730 0.071  85
## 726                                  Full Boar Scotch Ale     647 0.074  12
## 727                                       12 Man Pale Ale    1773 0.045  NA
## 728                                    Filthy Hoppin' IPA    1795 0.065  72
## 729                         Dock Street Amber Beer (1992)     944    NA  NA
## 730                              Dolores River Hefeweizen     524    NA  NA
## 731                                     Dolores River ESB     450    NA  NA
## 732                          Snaggletooth Double Pale Ale     449    NA  NA
## 733                                Dolores River Pale Ale     448    NA  NA
## 734                               Dolores River Dry Stout     447    NA  NA
## 735                                    Dolores River Mild     446    NA  NA
## 736                                       Cranberry Blend    1246 0.049  NA
## 737                                         Orignal Blend     977 0.051  NA
## 738                                       Hop Abomination     881 0.066 100
## 739                                        Apricot Blonde     880 0.051  17
## 740                                   Dry Dock Hefeweizen     872 0.043  12
## 741                                    Dry Dock Amber Ale     871 0.058  49
## 742                                        Category 3 IPA    1685 0.061  64
## 743                              Dundee Summer Wheat Beer     457 0.045  18
## 744                                     Pumpkin Patch Ale    1590 0.050  NA
## 745                                      Crank Yanker IPA    1382 0.078  74
## 746                                River Runners Pale Ale    1110 0.060  NA
## 747                              Pumpkin Patch Ale (2012)    1014 0.050  NA
## 748                        Mountain Fairy Raspberry Wheat     911 0.055  NA
## 749                                           Boater Beer     680 0.045  NA
## 750                               Crank Yanker IPA (2011)     395 0.078  74
## 751                              Bleeding Buckeye Red Ale    1642 0.057  NA
## 752                                  Dottie Seattle Lager     673 0.049  25
## 753                           Nut Sack Imperial Brown Ale    1107 0.070  NA
## 754                                         Underachiever    1039 0.050  NA
## 755                            Lil' Brainless Raspberries    2477 0.052  NA
## 756                                            Element 29    2008 0.052  NA
## 757                                          Hop Syndrome    2004 0.050  NA
## 758                                    Escape to Colorado    2003 0.062  NA
## 759                 Little Sister India Style Session Ale    2292 0.043  60
## 760                                       Country Boy IPA    1504 0.062  80
## 761                                          Blonde Czich    2604 0.049  23
## 762                                          White Reaper    2432 0.070  61
## 763                                            Bobblehead    2431 0.051  NA
## 764                                             Lucky Dog    2430 0.052  NA
## 765                                                Voodoo    2429 0.048  NA
## 766                         General George Patton Pilsner    1967 0.054  48
## 767                                         Nomader Weiss    2283 0.040  NA
## 768                                          Molotov Lite    2248 0.085  NA
## 769                       Hipster Ale (Two Roads Brewing)    1287 0.055  NA
## 770                                           Bikini Beer    1286 0.027  NA
## 771                       Hipster Ale (Westbrook Brewing)     640 0.055  NA
## 772                                   Iron Horse Pale Ale    1722 0.050  32
## 773                                     Stone's Throw IPA    1435 0.045  19
## 774                           Wood Chipper India Pale Ale    1434 0.067  70
## 775                                            Trail Head    2089 0.063  55
## 776                             Hop Stalker Fresh Hop IPA    2088 0.070  80
## 777                                 Sudice American Stout    1455 0.070  58
## 778                         Parcae Belgian Style Pale Ale    1454 0.050  20
## 779                                      Norns Roggenbier    1453 0.050  20
## 780                               Laimas Kölsch Style Ale    1452 0.050  20
## 781                                 Moirai India Pale Ale    1451 0.070  70
## 782                                          Loki Red Ale    2191 0.075  53
## 783                                       Peaches & Cream    1731 0.046  NA
## 784                         Quaff India Style Session Ale    1022 0.051  NA
## 785                                   Loki Red Ale (2013)     895 0.075  53
## 786                                  Mjolnir Imperial IPA     682 0.069  NA
## 787                                 Fearless Scottish Ale     112 0.050  NA
## 788                                            Mastermind    2289 0.081  NA
## 789                                            Hyzer Flip    2027 0.082  NA
## 790                                         Second Fiddle    1929 0.082  80
## 791                                          Hodad Porter    1858 0.055  30
## 792                                      Weiss Weiss Baby    2591 0.045  NA
## 793                                         Czech Yo Self    2590 0.055  45
## 794                                               FMB 101    1968 0.048  20
## 795                                      Hardcore Chimera    1981 0.090  NA
## 796                                           Sobek & Set    1664 0.080  80
## 797                                        Nuclear Winter    1663 0.086  NA
## 798                            Wet Hot American Wheat Ale    1662 0.050  22
## 799                                   Secret Stache Stout     941 0.053  NA
## 800                                       Fascist Pig Ale     935 0.080  72
## 801                                   Cut Throat Pale Ale     809 0.055  NA
## 802                                        Threadless IPA     481 0.075  NA
## 803                            Cut Throat Pale Ale (2011)     351 0.055  NA
## 804                                Golden Wing Blonde Ale     350 0.047  NA
## 805                                             Easy Jack    2569 0.045  47
## 806                                            Union Jack    2463 0.075  75
## 807                                             Pivo Pils    2462 0.053  NA
## 808                                        805 Blonde Ale    1957 0.047  NA
## 809                                                   805    1733 0.047  20
## 810                                              Deflator    2624 0.065  NA
## 811                                 Hinchtown Hammer Down    2284 0.050  27
## 812                                        Half Cycle IPA    1610 0.060 104
## 813                                    Inclined Plane Ale     520    NA  NA
## 814                                        Moped Traveler    2554 0.055  NA
## 815                                         Snake Dog IPA     608 0.071  60
## 816                               Underdog Atlantic Lager     607 0.047  28
## 817                                        Flying Mouse 8    2567 0.040  NA
## 818                                        Flying Mouse 4    2566 0.070  70
## 819                        La Ferme Urbaine Farmhouse Ale    1899 0.078  NA
## 820                                          Backyahd IPA     983 0.060  NA
## 821                               Raincloud Robust Porter     982 0.065  NA
## 822                          Barstool American Golden Ale     981 0.045  NA
## 823                                   What the Butler Saw    2111 0.050  18
## 824                                     1916 Shore Shiver    2110 0.069  65
## 825                                             Quick WIT    2172 0.052  NA
## 826                                          The Optimist    2171 0.062  NA
## 827                                   Suicide Squeeze IPA    1911 0.045  NA
## 828                                          Java the Hop    1803 0.065  NA
## 829                              Next Adventure Black IPA    1566 0.062  NA
## 830                                      3-Way IPA (2013)    1515 0.067  NA
## 831                             Tender Loving Empire NWPA    1214 0.058  NA
## 832                            Quick Wit Belgianesque Ale     674 0.052  NA
## 833                              Sunrise Oatmeal Pale Ale     562 0.055  NA
## 834                                        Cavatica Stout     552 0.088  NA
## 835                                            1811 Lager     319 0.051  NA
## 836                                            Vortex IPA     318 0.074  97
## 837                                         Fort Pitt Ale    2322    NA  NA
## 838                                                  Park    2661 0.047  19
## 839                                             Westfalia    2660 0.056  16
## 840                                                   KSA    2659 0.046  17
## 841                                              Villager    2658 0.063  42
## 842                                         Dirty Bastard    2625 0.085  50
## 843                                        Centennial IPA    1565 0.072  65
## 844                                           All Day IPA    1223 0.047  42
## 845                                        El Chingon IPA    1874 0.076  73
## 846                             Block Party Robust Porter    1873 0.057  40
## 847                                            Local Buzz    1872 0.052  20
## 848                                Feel Like Maplin' Love    2613 0.055  NA
## 849                                         Father's Beer    2612 0.050  NA
## 850                                              The 26th    2611 0.060  NA
## 851                                            The Gadget    2610 0.064  90
## 852                                      Leprechaun Lager    1657 0.040  NA
## 853                                         Sunbru Kölsch    2309 0.052  17
## 854                        Kilt Lifter Scottish-Style Ale    1635 0.060  21
## 855                                        Pumpkin Porter    1616 0.051  NA
## 856                                  Four Peaks Peach Ale    1585 0.042   9
## 857                                          Hop Knot IPA     358 0.067  47
## 858                 Kilt Lifter Scottish-Style Ale (2009)     179 0.060  21
## 859                                         Sunbru Kölsch     178 0.052  NA
## 860                            Four String Vanilla Porter    2428 0.060  NA
## 861                                Suncaster Summer Wheat    2427 0.050  28
## 862                                Brass Knuckle Pale Ale    2425 0.057  36
## 863                                    Big Star White IPA    2424 0.070  70
## 864                                           Old Detroit    1998 0.056  NA
## 865                                          Batch 69 IPA    1556 0.069  69
## 866                           Twisted Helles Summer Lager    1208 0.055  18
## 867                                         OktoberFiesta    2527 0.053  27
## 868                                             Texicali     2526 0.065  33
## 869                                        Pinata Protest    2525 0.060  NA
## 870                                      Bat Outta Helles    2524 0.042  20
## 871                                              Original    2523 0.068  NA
## 872                                               Rye Wit    2522 0.042  10
## 873                                            Soul Doubt    2521 0.059  70
## 874                                    Yo Soy Un Berliner    2520 0.044   5
## 875                  77 Fremont Select Spring Session IPA    1174 0.040  NA
## 876                              Fremont Organic Pale Ale    1116 0.045  NA
## 877                                        Abominable Ale     994 0.080  NA
## 878                                           Harvest Ale     901 0.065  35
## 879                                    Fremont Summer Ale     875 0.065  45
## 880                                   Universale Pale Ale     858 0.056  30
## 881                                        Interurban IPA     857 0.065  80
## 882                              Gateway Kolsch Style Ale    1300 0.053  32
## 883                               Wee-Heavy-Er Scotch Ale    1260 0.070  24
## 884                                         13 Rebels ESB    1259 0.052  42
## 885                                       Salamander Slam    2254 0.070  73
## 886                                          Cack-A-Lacky    1658 0.050  NA
## 887                                           No Wake IPA    2077 0.072  50
## 888                                      Boathouse Blonde    2076 0.049  15
## 889                                           Cedar Point    2075 0.050  26
## 890                                       Clean Shave IPA    2426 0.067  70
## 891                                     Might As Well IPL    2045 0.072  75
## 892                                   Saison Pamplemousse    1960 0.058  35
## 893                                              2020 IPA    1777 0.074  74
## 894                                  Wolf Among Weeds IPA    1698 0.080  70
## 895                                    Better Weather IPA    1641 0.094  92
## 896                                     Point the Way IPA    1490 0.059  60
## 897                                Golden Road Hefeweizen    1489 0.046  15
## 898                                      Heal the Bay IPA    1399 0.068  65
## 899                                     Point the Way IPA    1296 0.059  60
## 900                                       Cabrillo Kölsch    1034 0.050  NA
## 901                                Get Up Offa That Brown     991 0.055  20
## 902                               Burning Bush Smoked IPA     750 0.080  70
## 903                           Wolf Among Weeds IPA (2012)     749 0.080  70
## 904                              Point the Way IPA (2012)     549 0.059  60
## 905                         Golden Road Hefeweizen (2012)     548 0.046  15
## 906                                        Vanilla Porter    2587 0.070  11
## 907                                         Descender IPA    1109 0.070  70
## 908                                  Sweet As Pacific Ale    1108 0.060  18
## 909                                  Good People Pale Ale    1000 0.056  36
## 910                              Snake Handler Double IPA     312 0.093 103
## 911                                  Coffee Oatmeal Stout     311 0.060  54
## 912                                       Good People IPA     309 0.060  64
## 913                        Good People American Brown Ale     308 0.058  36
## 914                              Mountain Rescue Pale Ale    2205 0.055  40
## 915                           Goose Island India Pale Ale    2198 0.059  55
## 916                                    312 Urban Pale Ale    2457 0.054  30
## 917                                    312 Urban Pale Ale    2202 0.054  30
## 918                                   312 Urban Wheat Ale    2201 0.042  18
## 919                                   312 Urban Wheat Ale    1829 0.042  18
## 920                            312 Urban Wheat Ale (2012)     581 0.042  20
## 921                                         Beaver Logger    1383 0.052  19
## 922                                     White Water Wheat     477 0.050  NA
## 923                         Grand Canyon American Pilsner     476 0.052  NA
## 924                         Grand Canyon Sunset Amber Ale     143 0.054  NA
## 925                             Black Iron India Pale Ale     142    NA  NA
## 926                        Monarch Classic American Wheat    2129 0.043  21
## 927                       Sir William's English Brown Ale    2127 0.049  21
## 928                                 Lakefire Rye Pale Ale    2126 0.055  35
## 929                                Beer Agent Re-Ignition    2303 0.053  22
## 930                                            Cherry Ale    1990 0.057  18
## 931                    Bourbon Barrel Aged Coconut Porter    1702 0.056  33
## 932                                    Great Crescent IPA    1701 0.062  60
## 933                                          Aurora Lager    1700 0.057  27
## 934                             Great Crescent Blonde Ale    1699 0.053  22
## 935                         Great Crescent Coconut Porter    1269 0.056  33
## 936                      Great Crescent Oktoberfest Lager     930 0.057  25
## 937                              Great Crescent Brown Ale     649 0.045  36
## 938                                        Cherry Ale (1)     639 0.057  18
## 939                                   Aurora Lager (2011)     626 0.057  27
## 940                           Frosted Fields Winter Wheat     615 0.060  25
## 941                      Great Crescent Belgian Style Wit     478 0.051  13
## 942                                Bourbon's Barrel Stout     455 0.075  65
## 943                                  Great Crescent Stout     442 0.080  66
## 944                  Great Crescent Coconut Porter (2012)     441 0.056  33
## 945                             Great Crescent Dark Lager     440 0.057  23
## 946                               Great Crescent Mild Ale     439 0.042  26
## 947                             Great Crescent IPA (2011)     436 0.062  60
## 948                      Great Crescent Blonde Ale (2011)     389 0.053  22
## 949                 Denver Pale Ale (Artist Series No. 1)    2650 0.050  NA
## 950                                       Hibernation Ale    2649 0.087  NA
## 951                                            Whitewater    2648 0.061  NA
## 952                                                Rumble    2647 0.071  NA
## 953                                              Orabelle    2646 0.083  NA
## 954                                                 Lasso    2645 0.050  NA
## 955                                  Yeti  Imperial Stout    2644 0.095  75
## 956                                               Colette    2643 0.073  NA
## 957                                             Titan IPA    2642 0.071  NA
## 958        Black Star Double Hopped Golden Lager (24 oz.)     404 0.045  15
## 959        Black Star Double Hopped Golden Lager (12 oz.)     164 0.045  15
## 960                                         Commotion APA    1923 0.052  49
## 961                             Southern Drawl Pale Lager    1922 0.052  NA
## 962                                   Chickawawa Lemonale    1604 0.050   5
## 963                                    Barrel Aged Farmer    1574 0.070  22
## 964                                Great River Golden Ale    1446 0.048  NA
## 965                            Dirty Blonde Chocolate Ale    1275 0.048  NA
## 966                                          Dos Pistolas    1244 0.048  20
## 967                             Owney Irish Style Red Ale    1064 0.050  30
## 968                                       Aaah Bock Lager    1028 0.060  NA
## 969                                        Widespread Wit     865 0.055  10
## 970                                    Roller Dam Red Ale     864 0.054  30
## 971                                          483 Pale Ale     863 0.053  48
## 972                Hop A Potamus Double Dark Rye Pale Ale     672 0.090  99
## 973                                      Farmer Brown Ale     655 0.070  22
## 974                                          Big Cock IPA     540 0.070  70
## 975                                           Oktoberfest     539 0.059  25
## 976      40th Annual Bix Street Fest Copper Ale (Current)     517 0.048  25
## 977                                         Redband Stout     371 0.060  36
## 978                                   483 Pale Ale (2010)     190 0.053  48
## 979                             Roller Dam Red Ale (2010)     189 0.054  30
## 980                                  Pablo Beach Pale Ale    1106 0.050  30
## 981                                   Wild Trail Pale Ale    2314 0.057  44
## 982                                     Mothman Black IPA    2313 0.067  71
## 983                                Autumn Winds Fest Beer    2461 0.058  NA
## 984                                    Captain's Daughter    2044 0.085  69
## 985                                          Autumn Winds    1567 0.058  NA
## 986                           Flying Jenny Extra Pale Ale    1505 0.060  54
## 987                            Hazy Day Belgian-Style Wit    1186 0.040  20
## 988                       Bring Back the Beach Blonde Ale    1185 0.055  NA
## 989                         Leaning Chimney Smoked Porter     984 0.060  34
## 990                    Flying Jenny Extra Pale Ale (2012)     693 0.060  54
## 991                                          Flagship Ale     631 0.049  22
## 992                                          Mr. Blue Sky    2375 0.045   6
## 993                                            3 Scrooges    2143 0.065  NA
## 994                                     Screamin’ Pumpkin    2142 0.050  25
## 995                             Grand Trunk Bohemian Pils    2141 0.050  35
## 996                                               El Rojo    2140 0.065  25
## 997                                Norm's Raggedy Ass IPA    2139 0.075  NA
## 998                                            Grind Line    2138 0.050  35
## 999                                    Norm's Gateway IPA    2007 0.040  55
## 1000                                  Lemon Shandy Tripel    1570 0.090  NA
## 1001                                       Little Red Cap    2339 0.063  43
## 1002                                       Supergoose IPA    1857 0.069  67
## 1003                             Hale's Pale American Ale    1440 0.047  NA
## 1004                                           Heyoka IPA    1753 0.070  NA
## 1005                                          Guest Lager    1448 0.080  NA
## 1006                                         Pony Pilsner    1134 0.057  NA
## 1007                      Akari Shogun American Wheat Ale    1066 0.055  NA
## 1008                                            Meat Wave     849 0.060  NA
## 1009                                             Over Ale     352 0.060  NA
## 1010                                  Gossamer Golden Ale     149 0.042  NA
## 1011                                Daisy Cutter Pale Ale     148 0.052  NA
## 1012                                              Pursuit    2026 0.070  40
## 1013                                 Half Full Bright Ale    1361 0.052  18
## 1014                                         Orange Wheat    1016 0.046  17
## 1015                               Hangar 24 Helles Lager    1015 0.043  14
## 1016                                     The Great Return    1677 0.075  70
## 1017                                  Hardywood Cream Ale    1331 0.044  18
## 1018                               Capital Trail Pale Ale    1270 0.056  55
## 1019                                       UFO Gingerland    2059 0.052  15
## 1020                              The Long Thaw White IPA    1653 0.062  45
## 1021                                          Honey Cider    1558 0.048  NA
## 1022                                  Harpoon Summer Beer    1380 0.050  28
## 1023                                          Harpoon IPA    1379 0.059  42
## 1024                                          UFO Pumpkin    1340 0.059  20
## 1025                                  Harpoon Octoberfest    1313 0.055  30
## 1026                                   Harpoon IPA (2012)     770 0.059  42
## 1027                           Harpoon Summer Beer (2012)     769 0.050  28
## 1028                                            UFO White     610 0.048  10
## 1029                           Harpoon Summer Beer (2010)     192 0.050  28
## 1030                                   Harpoon IPA (2010)     126 0.059  42
## 1031                          Great Falls Select Pale Ale     506    NA  NA
## 1032                                        Beltian White     181 0.048  NA
## 1033                                    Kaua'i Golden Ale    2183 0.049  NA
## 1034                                         Sunset Amber    2182 0.054  NA
## 1035                                       Hapa Brown Ale    2181 0.064  NA
## 1036                                       Hapa Brown Ale    2180 0.064  NA
## 1037                                       Southern Cross    2179 0.083  NA
## 1038                                             Groupe G    1895 0.076  65
## 1039                              Pt. Bonita Rustic Lager    1894 0.062  40
## 1040                                   Hill 88 Double IPA    1893 0.088  77
## 1041                                         Loose Cannon     990 0.072  45
## 1042                                      AARGHtoberfest!     989 0.060  30
## 1043                                     Davy Jones Lager     988 0.060  NA
## 1044                                              Grazias    1351 0.063  30
## 1045                                          Habitus IPA    1346 0.080  86
## 1046                         Ex Umbris Rye Imperial Stout     904 0.099  85
## 1047                                       The Golden One    2295 0.063  21
## 1048                                    The Power of Zeus    2294 0.070  68
## 1049                               Tonganoxie Honey Wheat     824 0.044  22
## 1050              Oregon Trail Unfiltered Raspberry Wheat     616 0.045  NA
## 1051                                    Annie's Amber Ale      96 0.055  NA
## 1052                                        The 12th Can™    1615 0.045  32
## 1053                                      Hilliard's Pils     889 0.055  34
## 1054                                    Hilliard's Blonde     724 0.049  20
## 1055                                 Hilliard's Amber Ale     497 0.055  60
## 1056                                    Hilliard's Saison     496 0.066  30
## 1057                                  White Cap White IPA    1652 0.042  NA
## 1058                                            Provision    1835 0.042  25
## 1059                                        One Nut Brown    1834 0.047  28
## 1060                                         Hop Farm IPA    1833 0.058  45
## 1061                                      Double D Blonde    2195 0.049  20
## 1062                                  Festeroo Winter Ale    1605 0.078  60
## 1063                                          Proxima IPA    1543 0.063  70
## 1064                               Double D Blonde (2013)    1390 0.049  20
## 1065                                   541 American Lager    1354 0.048  13
## 1066                                       Alphadelic IPA    1353 0.065  90
## 1067                                Alphadelic IPA (2011)     499 0.065  90
## 1068                               Double D Blonde (2011)     498 0.049  20
## 1069                           Green House India Pale Ale    1501 0.070  NA
## 1070                                The One They Call Zoe    1004 0.051  NA
## 1071                                           Alteration     502 0.051  40
## 1072                                             Pale Dog     501 0.060  50
## 1073                                       Porter Culture    2357 0.065  NA
## 1074                                           Hard Cider    2483 0.068  NA
## 1075                                       Totally Radler    2482 0.027  21
## 1076                                      Nonstop Hef Hop    2400 0.039  20
## 1077                                      Nonstop Hef Hop    2399 0.039  20
## 1078                                      Nonstop Hef Hop    2398 0.039  20
## 1079                                      Nonstop Hef Hop    2397 0.039  20
## 1080                                      Nonstop Hef Hop    2396 0.039  20
## 1081                                      Nonstop Hef Hop    2395 0.039  20
## 1082                                      Nonstop Hef Hop    2394 0.039  20
## 1083                                      Nonstop Hef Hop    2393 0.039  20
## 1084                                      Nonstop Hef Hop    2392 0.039  20
## 1085                                      Nonstop Hef Hop    2391 0.039  20
## 1086                                      Nonstop Hef Hop    2390 0.039  20
## 1087                                      Nonstop Hef Hop    2389 0.039  20
## 1088                                          Rise Up Red    2388 0.058  60
## 1089                                       Survival Stout    2200 0.058  35
## 1090                                         Hopworks IPA    2199 0.066  75
## 1091                                Abominable Winter Ale    2193 0.073  70
## 1092                          Pigwar White India Pale Ale    1398 0.060  60
## 1093                                   Rise-Up Red (2014)    1085 0.058  60
## 1094                         Abominable Winter Ale (2012)     916 0.073  70
## 1095                                            HUB Lager     658 0.051  32
## 1096                                  Hopworks IPA (2012)     653 0.066  75
## 1097                                     Watermelon Wheat    2385 0.056  NA
## 1098                                  Laka Laka Pineapple    2384 0.051  17
## 1099                                          Oktoberfest    2383 0.060  NA
## 1100                                 Trail Maker Pale Ale    1251 0.065  NA
## 1101                                     Action Man Lager    1250 0.055  NA
## 1102                                      Let It Ride IPA    1903 0.068  90
## 1103                                Stir Crazy Winter Ale    1691 0.065  22
## 1104                                Sweet Yamma Jamma Ale    1555 0.050  10
## 1105                               Shenanigans Summer Ale    1115 0.046  27
## 1106                                       Midnight Ryder     729 0.065  80
## 1107                                 Day Tripper Pale Ale     728 0.054  45
## 1108                                        Oklahoma Suks    2350 0.048  32
## 1109                                        Power & Light    2301 0.055  42
## 1110                                        White Rabbit     1904 0.059  27
## 1111                                              Tribute    2609 0.058  58
## 1112                                         Infamous IPA    2038 0.070  75
## 1113                                               Hijack    1774 0.055  20
## 1114                                 Jon Boat Coastal Ale     559 0.045  20
## 1115                                             I-10 IPA     558 0.068  55
## 1116                                    People's Pale Ale     553 0.053  28
## 1117                                           Summer Ale    2376 0.049  NA
## 1118                                     Appreciation Ale    1784    NA  NA
## 1119                                          House Lager    2673 0.052  18
## 1120                                         Leisure Time    2672 0.048  15
## 1121                                           Excess IPL    2671 0.072  80
## 1122                                       Hoponius Union    2670 0.067  65
## 1123                                             Calyptra    2669 0.049  45
## 1124                                        Helen's Blend    1405 0.050  NA
## 1125                                    Jack's Hard Cider     823 0.051  NA
## 1126                                          Thunder Ann    1793 0.055  37
## 1127                                           Razz Wheat    2453 0.055  NA
## 1128                                             Hop Ryot    2363 0.065  NA
## 1129                                      Mystic Mama IPA     689 0.070  NA
## 1130                                    Firefly Amber Ale     688 0.050  NA
## 1131                      Chomolungma Honey Nut Brown Ale     687 0.067  NA
## 1132                                  Welcome to Scoville    2408 0.069  NA
## 1133                                              Bastian    2595    NA  NA
## 1134                                              Healani    2480 0.045  NA
## 1135                          Yabba Dhaba Chai Tea Porter    1525 0.055  NA
## 1136                       A Capella Gluten Free Pale Ale    1524 0.055  NA
## 1137                                   Casper White Stout    1523 0.060  NA
## 1138                          JP's Ould Sod Irish Red IPA    1254 0.060  NA
## 1139                                            Weize Guy    2060 0.050  15
## 1140                             Fox Tail Gluten Free Ale     469 0.050  50
## 1141                                 Hop Box Imperial IPA     468 0.093  90
## 1142                          Joseph James American Lager     467 0.052  15
## 1143                                       Sucha Much IPA    2163 0.071  NA
## 1144                        Lewbricator Wheat Dopplebock     2162 0.075  24
## 1145                                  Weisse Versa (2012)    2374 0.052  16
## 1146                                      Mother in Lager    1560 0.058  25
## 1147                             Weekend Warrior Pale Ale    1557 0.055  40
## 1148                                     Karbachtoberfest    1458 0.055  25
## 1149                   Love Street Summer Seasonal (2014)    1235 0.047  20
## 1150                                   Barn Burner Saison    1068 0.066  20
## 1151                               Rodeo Clown Double IPA     666 0.095  85
## 1152                               Sympathy for the Lager     465 0.049  45
## 1153                                         Weisse Versa     464 0.052  15
## 1154                             Hopadillo India Pale Ale     463 0.066  70
## 1155                                KelSo Nut Brown Lager    1678 0.057  19
## 1156                                 KelSo India Pale Ale    1572 0.060  64
## 1157                                        KelSo Pilsner    1348 0.055  23
## 1158                                  Skilak Scottish Ale    1193 0.058  NA
## 1159                      Peninsula Brewers Reserve (PBR)    1187 0.050  15
## 1160                                    Sunken Island IPA     349 0.068  NA
## 1161                           Skilak Scottish Ale (2011)     348 0.058  NA
## 1162                         Cold Smoke Scotch Ale (2007)     760 0.065  11
## 1163                               Double Haul IPA (2009)     759 0.065  65
## 1164                               Double Haul IPA (2006)     758 0.065  65
## 1165                                    Eddy Out Pale Ale      87 0.055  50
## 1166                                      Double Haul IPA      86 0.065  65
## 1167                                Cold Smoke Scotch Ale      85 0.065  11
## 1168                                        U. P. Witbier    2472    NA  NA
## 1169                               November Gale Pale Ale     779    NA  NA
## 1170                           Olde Ore Dock Scottish Ale     364    NA  NA
## 1171                                Widow Maker Black Ale      60    NA  NA
## 1172                                Lift Bridge Brown Ale      59    NA  NA
## 1173                                  Pick Axe Blonde Ale      58    NA  NA
## 1174                                 Red Jacket Amber Ale      57    NA  NA
## 1175                                            Amber Ale    2436 0.051  NA
## 1176                                  King Street Pilsner    1706 0.055  NA
## 1177                                      King Street IPA    1667 0.060  70
## 1178                               King Street Hefeweizen    1666 0.057  10
## 1179                               King Street Blonde Ale    1665 0.049  NA
## 1180                                       India Pale Ale    2460 0.063  65
## 1181                                     Blackberry Wheat    2459 0.048  11
## 1182                               Longboard Island Lager    1274 0.046  18
## 1183                               Longboard Island Lager    1220 0.046  18
## 1184                               Longboard Island Lager    1070 0.046  18
## 1185                               Longboard Island Lager     590 0.046  18
## 1186                                     Choc Beer (2003)     781 0.040   9
## 1187              Bellingham Beer Week 2013 Collaboration    1637 0.080  NA
## 1188                                     A Slice of Hefen    1741 0.054  15
## 1189                                         Elevated IPA     664 0.072 100
## 1190                               Rumspringa Golden Bock     392 0.066  30
## 1191                        Lancaster German Style Kölsch     195 0.048  28
## 1192                                        Beach Cruiser    2547 0.045  NA
## 1193                                             I.P. Eh!    2493 0.068  NA
## 1194                                    Schoolhouse Honey    2492 0.050  NA
## 1195                             10 Degrees of Separation    2491 0.055  NA
## 1196                               Laughing Dog Cream Ale    2108 0.050  12
## 1197                                        Two-One Niner    1397 0.048   9
## 1198                                     Laughing Dog IPA    1396 0.064  66
## 1199                                          Madra Allta    1675 0.064  95
## 1200                              Duluchan India Pale Ale    1249 0.056  70
## 1201                           Lazy Monk Bohemian Pilsner    1445 0.050  NA
## 1202                               Yellowstone Golden Ale     475 0.051  NA
## 1203                                       Tumbleweed IPA     474 0.057  NA
## 1204                              Lewis & Clark Amber Ale     473 0.050  NA
## 1205                              Miner's Gold Hefeweizen     472 0.050  NA
## 1206                            Back Country Scottish Ale     471 0.057  NA
## 1207                                              Getaway    2036 0.052  30
## 1208                                     Farm Girl Saison    1168 0.060  30
## 1209                                         Adam's Stout    1832 0.058  40
## 1210                                        American Hero    1688 0.057  42
## 1211                                          Schweet Ale    1687 0.052  20
## 1212                                     Irregardless IPA    1686 0.065  75
## 1213                                       Peach Pale Ale    2434 0.057  40
## 1214                                         Deadeye Jack    2332 0.060  NA
## 1215                                      Pistols at Dawn    2330 0.075  NA
## 1216                                  Peacemaker Pale Ale    2329 0.057  47
## 1217                                        Shotgun Betty    2327 0.058  11
## 1218                                          Sweet Josie    2326 0.061  30
## 1219                                       Long Trail IPA    1926 0.059  42
## 1220                                       Long Trail Ale    1924 0.046  30
## 1221                                           Double Bag    1090 0.072  33
## 1222                                     Blackbeary Wheat     574 0.040   8
## 1223                                   Long Trail Ale (1)     573 0.046  30
## 1224                                                 Gose    2584 0.046   8
## 1225                                      Vermont Pilsner    2583 0.048  20
## 1226                                Mosaic Single Hop IPA    2582 0.055  NA
## 1227                                          Lost Galaxy    2581 0.045  NA
## 1228                                       Face Plant IPA    1309 0.062  65
## 1229                                Rhino Chasers Pilsner    1308 0.056  55
## 1230                                      Slow Hand Stout    1571 0.052  29
## 1231                                       Hips Don't Lie    1204 0.062  NA
## 1232                                  Ride Again Pale Ale    1122 0.052  NA
## 1233                                The Farmer's Daughter     700 0.048  NA
## 1234                                              Pub Ale    2033 0.038  18
## 1235                                     Ballistic Blonde    2032 0.051  31
## 1236                                          Knotty Pine    2311 0.054  NA
## 1237                                   Lumberyard Pilsner    1153 0.053  20
## 1238                                       Lumberyard IPA     355 0.061  NA
## 1239                                   Lumberyard Red Ale     125 0.058  NA
## 1240                     Mac's Highlander Pale Ale (2000)     962 0.050  NA
## 1241                Mac's Scottish Style Amber Ale (2000)     961 0.051  32
## 1242                                   Macon Progress Ale    1475 0.050  NA
## 1243                                    Macon History Ale    1008 0.055  NA
## 1244                                          Galaxy High    2454 0.099  NA
## 1245                                          Sol Drifter    2209 0.043  18
## 1246                                         Thunder Snow    2133 0.085  NA
## 1247                                    The Great Pumpcan    1994 0.079  18
## 1248                                                 LIFT    1816 0.047  11
## 1249                                                SPRYE    1815 0.050  40
## 1250                                          Psychopathy    1126 0.069  70
## 1251                                         Gnarly Brown    1125 0.070  32
## 1252                                          Happy Amber    1124 0.060  30
## 1253                                                   #9    1813 0.051  20
## 1254                                          Elder Betty    1113 0.055  13
## 1255                                                   #9     360 0.051  20
## 1256                       High Country Pilsner (Current)     511 0.042  NA
## 1257                                             Epic IPA      75 0.065  NA
## 1258                                 Golden Trout Pilsner      74 0.042  NA
## 1259                       Real McCoy Amber Ale (Current)      73 0.045  NA
## 1260                                         Festivus (1)    1628 0.072  NA
## 1261                                 Manayunk Oktoberfest    1626 0.067  NA
## 1262                            Belgian Style Session Ale    1625 0.045  21
## 1263                                         Manayunk IPA    1624 0.055  NA
## 1264                                      Yunkin' Punkin'    1600 0.055  NA
## 1265                                      Summer Paradise    1484 0.050  18
## 1266                                  Monk from the 'Yunk    1356 0.090  30
## 1267                                     Schuylkill Punch    1355 0.060  14
## 1268                                  Dreamin' Double IPA    1334 0.085  85
## 1269                                   Chaotic Double IPA    1674 0.099  93
## 1270                                        Manzanita IPA    1673 0.080  88
## 1271                                 Riverwalk Blonde Ale    1672 0.060  25
## 1272                                  Gillespie Brown Ale    1671 0.095  49
## 1273                                   Manzanita Pale Ale    1670 0.066  44
## 1274                                       Marble Pilsner    1262 0.047  NA
## 1275                                Marble India Pale Ale     845 0.062  NA
## 1276                                        Toughcats IPA    1783 0.072  NA
## 1277                                         Tug Pale Ale    1717 0.050  NA
## 1278                                           Sexy Chaos    1716 0.099  NA
## 1279                           Ace Hole American Pale Ale    1516 0.063  NA
## 1280                           Cant Dog Imperial Pale Ale     725 0.097  NA
## 1281                                          River House    2308 0.050  20
## 1282                                        Pretzel Stout    2268 0.065  47
## 1283                                       Rubberneck Red    2197 0.050  35
## 1284                                   The Imperial Texan    2120 0.080  NA
## 1285                                   The Imperial Texan    1234 0.080  NA
## 1286                     Day Break 4-Grain Breakfast Beer    1233 0.050  NA
## 1287                                   River House Saison    1232 0.050  NA
## 1288                                  There Will Be Stout    1231 0.065  NA
## 1289                                       Our Legacy IPA    1831 0.065  60
## 1290                                       Saranac Shandy    1359 0.042  NA
## 1291                                       Our Legacy IPA    1135 0.065  60
## 1292                       Saranac Golden Pilsener (2003)     960 0.051  NA
## 1293                      Saranac Adirondack Light (2002)     959 0.045  NA
## 1294                                     DAX Light (1998)     958 0.045  NA
## 1295                     Saranac Traditional Lager (2000)     957 0.048  NA
## 1296                             Pomegranate Wheat (2008)     956 0.047  NA
## 1297                                 Blueberry Blonde Ale     773 0.050  12
## 1298                                    Saranac White IPA     686 0.060  NA
## 1299                            Saranac Summer Ale (2011)     453 0.047  NA
## 1300                            Saranac Pale Ale (12 oz.)     150 0.055  NA
## 1301                            Saranac Pale Ale (16 oz.)     133 0.055  NA
## 1302                                   Lahaina Town Brown    1578 0.051  20
## 1303                                     Pau Hana Pilsner    1429 0.055  NA
## 1304                                    Lemongrass Saison    1271 0.050  NA
## 1305                                       Aloha B’ak’tun     713 0.070  NA
## 1306                                    Liquid Breadfruit     712 0.082  NA
## 1307                               Sobrehumano Palena'ole     690 0.060  24
## 1308                                     La Perouse White     547 0.050  12
## 1309                                      Flyin' HI.P.Hay     435 0.068  68
## 1310                                           Mana Wheat     313 0.055  15
## 1311                                  Bikini Blonde Lager      33 0.045  18
## 1312                                       CoCoNut Porter      32 0.057  30
## 1313                                        Big Swell IPA      31 0.062  65
## 1314                            Pit Stop Chocolate Porter    1237 0.037  34
## 1315                        Pace Setter Belgian Style Wit    1236 0.037  21
## 1316                      Back in the Saddle Rye Pale Ale    1047 0.037  53
## 1317                                    Bushwhacker Cider    1986 0.069  NA
## 1318                                          Weim-R-Iner    1985 0.069  NA
## 1319                                          Cherry Bomb    1984 0.069  NA
## 1320                                          Tsunami IPA    2186 0.072  75
## 1321                                          Tsunami IPA    2185 0.072  75
## 1322                                  Humpback Blonde Ale    2184 0.042  22
## 1323                                 Hawaiian Crow Porter    2178 0.052  27
## 1324                                      Volcano Red Ale    2177 0.052  23
## 1325                                   Mauna Kea Pale Ale    2176 0.054  42
## 1326                                           Shark Bait    1508 0.053  11
## 1327                                 Gator Tail Brown Ale    1507 0.053  30
## 1328                                       Miami Vice IPA    1506 0.071  62
## 1329                                  Big Rod Coconut Ale    1325 0.053  16
## 1330                              Mickey Finn's Amber Ale     174 0.056  NA
## 1331                                        Pleasure Town    2093 0.063  61
## 1332                                    Pleasure Town IPA    1814 0.063  61
## 1333                                   Snowshoe White Ale     587 0.048  12
## 1334                                     Kodiak Brown Ale     586 0.050  24
## 1335                                      Sockeye Red IPA     434 0.057  70
## 1336                                       Habitus (2014)    2668 0.080 100
## 1337                                                Solis    2667 0.075  85
## 1338                                             Jucundus    2666 0.060  24
## 1339                                              Habitus    2664 0.080 100
## 1340                                              Grazias    2663 0.063  30
## 1341                                             Claritas    2662 0.058  28
## 1342                                       Vinyl Frontier    2535 0.083  NA
## 1343                                       Disco Superfly    2534 0.080  NA
## 1344                                   Misty Mountain Hop    2533 0.075  NA
## 1345                                    One-Hit Wonderful    2532 0.075  NA
## 1346                                 En Parfaite Harmonie    2531 0.065  NA
## 1347                                            Daft Funk    2530 0.043   8
## 1348                                 Love In An Ellavator    2529 0.075  NA
## 1349                                          Spin Doctor    2528 0.053  NA
## 1350                                     Keeper (Current)    1612 0.050  NA
## 1351                                          Better Half    1611 0.068  NA
## 1352                                        SNO White Ale    1273 0.048  NA
## 1353                                   BRIK Irish Red Ale     365 0.048  NA
## 1354                                         AXL Pale Ale     273    NA  NA
## 1355                                            Hop Freak    1884 0.087  80
## 1356                             Louie's Demise Amber Ale    1272 0.051  24
## 1357                                            Hop Happy    1080 0.075  51
## 1358                                 Booyah Farmhouse Ale     932 0.065  20
## 1359                                                O-Gii     776 0.092  NA
## 1360                          Flaming Damsel Lager (2010)     172 0.048  18
## 1361                     Louie’s Demise Immort-Ale (2010)     171 0.051  24
## 1362                                 Axe Head Malt Liquor    2361 0.099  NA
## 1363                                    Huber Bock (2014)    2359 0.054  NA
## 1364                                  Minhas Light (2012)    2358 0.040  NA
## 1365                                                Huber    2282 0.050  NA
## 1366                                      Clear Creek Ice    2281 0.062  NA
## 1367                                      Clear Creek Ice    2280 0.062  NA
## 1368                                       Mountain Crest    2279 0.055  NA
## 1369                                       Mountain Crest    2278 0.055  NA
## 1370                                Mountain Creek (2013)    2277 0.055  NA
## 1371                                                Boxer    2276 0.050  NA
## 1372                                          Boxer Light    2275 0.042  NA
## 1373                                            Boxer Ice    2274 0.055  NA
## 1374                                                Boxer    2273 0.050  NA
## 1375                                          Cortez Gold    2442 0.050  NA
## 1376                                          Mission IPA    2441 0.068  66
## 1377                       El Conquistador Extra Pale Ale    1460 0.048  44
## 1378                               Shipwrecked Double IPA    1459 0.092  75
## 1379                           Squeaky Bike Nut Brown Ale    1476 0.040  NA
## 1380                                     Dead Horse Amber     902 0.040  NA
## 1381                           Rocket Bike American Lager     645 0.040  NA
## 1382                                Johnny's American IPA     644 0.040  NA
## 1383                                 Boneshaker Brown Ale     337 0.055  NA
## 1384                                   Iron Mike Pale Ale     336 0.056  NA
## 1385                                           Monkadelic    2236 0.042  NA
## 1386                                      City of the Sun    2159 0.075  85
## 1387                                      Booming Rollers    2157 0.068  75
## 1388                                               Oneida    2156 0.052  50
## 1389                                              Aurora     2154 0.067  75
## 1390                                             Lomaland    1495 0.055  30
## 1391                                    Fortunate Islands    1494 0.047  46
## 1392                                          Black House    1493 0.058  40
## 1393                                        Blazing World    1492 0.065 115
## 1394                                     Wapiti Amber Ale     327 0.050  NA
## 1395                                  Sweet Georgia Brown     719 0.054  NA
## 1396                                      Rich Man's IIPA     718 0.087  NA
## 1397                          Monkey Paw Oatmeal Pale Ale     717 0.058  NA
## 1398                                   Montauk Summer Ale    1907 0.056  28
## 1399                                        Driftwood Ale    1906 0.060  49
## 1400                             When Helles Freezes Over    1756 0.056  18
## 1401                            Morgan Street Oktoberfest    1617 0.049  24
## 1402                                          Honey Wheat    1052 0.047  14
## 1403                                Black Bear Dark Lager    1051 0.046  24
## 1404                                       Golden Pilsner    1046 0.050  35
## 1405                                        Cali Creamin'    2413 0.052  21
## 1406                                 Second Wind Pale Ale     419 0.050  NA
## 1407                                           Sunny Haze     408 0.050  NA
## 1408                                              Towhead    2237 0.052  21
## 1409                                          Lil' Helper    2208 0.070  70
## 1410                                          Train Wreck    1952 0.082  NA
## 1411                          Full Moon Belgian White Ale     768 0.085  NA
## 1412                                     Desert Magic IPA     625 0.072  NA
## 1413                                       Up River Light     326 0.042  NA
## 1414                   Full Moon Belgian White Ale (2007)     132 0.085  NA
## 1415                           Dry Heat Hefeweizen (2006)     131 0.055  NA
## 1416                                    Mustang Sixty-Six    1598 0.050  NA
## 1417                                          Mustang '33     862 0.040  NA
## 1418                                   Session '33 (2011)     699 0.040  NA
## 1419                                   Mustang Golden Ale     421 0.053  10
## 1420                                        Washita Wheat     420 0.053  14
## 1421                                        Gansett Light    2345 0.037  10
## 1422                                        Bohemian Pils    2224 0.052  30
## 1423                           Autocrat Coffee Milk Stout    1775 0.053  30
## 1424                        Narragansett Bohemian Pilsner    1291 0.086  35
## 1425                              Narragansett Summer Ale    1093 0.042  24
## 1426                               Narragansett Cream Ale     580 0.050  22
## 1427                              Narragansett Summer Ale     403 0.042  24
## 1428                                  Narragansett Porter     316 0.070  22
## 1429                                    Narragansett Bock     315 0.065  32
## 1430                              Narragansett Fest Lager     314 0.055  15
## 1431                                     Undun Blonde Ale    1537 0.053  NA
## 1432                              CuDa Cascadian Dark Ale    1536 0.074  NA
## 1433                  Old Grogham Imperial India Pale Ale    1265 0.085  86
## 1434           Old Grogham Imperial India Pale Ale (2012)     747 0.085  86
## 1435                       CuDa Cascadian Dark Ale (2012)     746 0.074  NA
## 1436                              Undun Blonde Ale (2012)     654 0.053  NA
## 1437                                      Wick For Brains    1705 0.061  11
## 1438                              Nebraska India Pale Ale    1148 0.065  65
## 1439                                       EOS Hefeweizen    1147 0.048  10
## 1440                               Brunette Nut Brown Ale    1146 0.048  15
## 1441                                    Cardinal Pale Ale    1145 0.057  29
## 1442                                      County Line IPA    1758 0.066  NA
## 1443                                      Trauger Pilsner    1757 0.048  NA
## 1444                                            Slow Ride    2475 0.045  40
## 1445                                           Ranger IPA    2230 0.065  70
## 1446                                                Shift    1987 0.050  29
## 1447                                     1554 Black Lager    1978 0.056  21
## 1448                                          Blue Paddle    1975 0.048  NA
## 1449                                     California Route    1737 0.055  NA
## 1450                                             Snapshot    1707 0.052  NA
## 1451                                  Sunshine Wheat Beer    1690 0.048  NA
## 1452                                   Fat Tire Amber Ale    1586 0.052  18
## 1453                                            Shift (1)     952 0.050  29
## 1454                            Fat Tire Amber Ale (2011)     748 0.052  18
## 1455                                                Shift     578 0.050  29
## 1456                                           Ranger IPA     564 0.065  70
## 1457                                   Fat Tire Amber Ale     563 0.052  18
## 1458                                 Ranger IPA (Current)     115 0.065  70
## 1459                           Sunshine Wheat Beer (2009)      72 0.048  NA
## 1460                            Fat Tire Amber Ale (2008)      71 0.052  18
## 1461                                  Weiss Trash Culture    1417 0.034   6
## 1462                                          Sea Hag IPA     885 0.062  NA
## 1463                                     Elm City Pilsner     884 0.050  NA
## 1464                            Atlantic Amber Ale (2004)     757 0.050  NA
## 1465                      668 Neighbor of the Beast12 oz.     568 0.090  NA
## 1466                       Gandhi-Bot Double IPA (12 oz.)     320 0.088  85
## 1467            668 Neighbor of the Beast (16 oz.) (2010)      43 0.090  NA
## 1468                Gandhi-Bot Double IPA (16 oz.) (2010)      42 0.088  85
## 1469                                Elm City Lager (2007)      41 0.050  NA
## 1470                            Atlantic Amber Ale (2007)      40 0.050  NA
## 1471                                Sea Hag IPA (Current)      39 0.062  NA
## 1472                                     Rebirth Pale Ale    2272 0.050  NA
## 1473                                  Irish Channel Stout    1582 0.068  NA
## 1474                                        MechaHopzilla    1114 0.088  NA
## 1475                                       Hopitoulas IPA     486 0.065  NA
## 1476                                       NOLA Brown Ale     485 0.039  NA
## 1477                                      NOLA Blonde Ale     484 0.049  NA
## 1478                                             Skylight    2043 0.056  20
## 1479                                              Kadigan    2042 0.056  30
## 1480                                          Dammit Jim!    2041 0.052  50
## 1481                                        Nut Brown Ale     646 0.054  NA
## 1482                                            White Ale     165 0.046  NA
## 1483                                            Cream Ale    2050 0.042  35
## 1484                                       Green Head IPA     915 0.072  NA
## 1485                            Plum Island Belgian White     914 0.054  NA
## 1486                                 Newburyport Pale Ale     913 0.055  NA
## 1487                                           Marblehead    1811 0.055  NA
## 1488                                          Jam Session    1622 0.051  31
## 1489                                 Hop Drop 'N Roll IPA    1621 0.072  80
## 1490                                            Paleo IPA    1307 0.060  NA
## 1491                                     Buck Snort Stout    1306 0.061  NA
## 1492                             Station 33 Firehouse Red    1305 0.055  NA
## 1493                                    Slimy Pebble Pils    1304 0.045  NA
## 1494                                         Get Together    2692 0.045  50
## 1495                                        Maggie's Leap    2691 0.049  26
## 1496                                           Wall's End    2690 0.048  19
## 1497                                              Pumpion    2689 0.060  38
## 1498                                           Stronghold    2688 0.060  25
## 1499                                          Parapet ESB    2687 0.056  47
## 1500                                       Blue Boots IPA    1854 0.069  NA
## 1501                                      Hoppy Bitch IPA    1227 0.063  NA
## 1502                            Three Skulls Ale Pale Ale    1226 0.063  42
## 1503                       Walter's Premium Pilsener Beer     541 0.045  NA
## 1504                                     Floppin' Crappie     109 0.045  NA
## 1505                                 Left of the Dial IPA    1917 0.043  NA
## 1506                                   Notch Session Pils    1190 0.040  NA
## 1507                                O'Fallon Pumpkin Beer    1264 0.055  NA
## 1508                                            5 Day IPA    1258 0.061  66
## 1509                                      O'Fallon Wheach     128 0.051   7
## 1510                                        Watershed IPA    2331 0.067  70
## 1511                                   Oakshire Amber Ale    1669 0.054  24
## 1512                              Overcast Espresso Stout    1668 0.058  27
## 1513                                 Watershed IPA (2013)     999 0.067  70
## 1514                                         Lake Monster    2247 0.082  25
## 1515                                  London Homesick Ale    2071 0.049  27
## 1516                                        Luchesa Lager    2070 0.048  35
## 1517                                            Slow Ride    2069 0.048  35
## 1518                                Occidental Hefeweizen    2192 0.047  NA
## 1519                                    Occidental Dunkel    1130 0.051  NA
## 1520                                   Occidental Altbier    1129 0.050  NA
## 1521                                    Occidental Kölsch    1081 0.045  NA
## 1522                                   Perpetual Darkness    2335 0.092  72
## 1523                                         Clan Warrior    2334 0.087  29
## 1524                        Psycho Penguin Vanilla Porter    2333 0.054  36
## 1525                              Heliocentric Hefeweizen    1721 0.047  NA
## 1526                               Ghose Drifter Pale Ale    1720 0.051  NA
## 1527                          Ghost Rider Pale Ale (2013)    1431 0.051  NA
## 1528                             Helios Hefeweizen (2013)    1430 0.047  NA
## 1529                           The Hole in Hadrian's Wall    1059 0.095  19
## 1530                                  33 Select Brown Ale    1058 0.065  26
## 1531                          Midwest Charm Farmhouse Ale     603 0.060  29
## 1532                                   Boji Blue Pale Ale     602 0.050  45
## 1533                        Winter Games Select #32 Stout     601 0.057  26
## 1534                            Boji Beach Golden Rye Ale     600 0.050  23
## 1535                                  Hopsmith Pale Lager    1828 0.060  NA
## 1536                               Falling Down Brown Ale    1487 0.065  65
## 1537                                 Resolution Rye Stout    1486 0.068  NA
## 1538                                     Plowshare Porter    1485 0.055  NA
## 1539                                Old Forge Pumpkin Ale    1394 0.046  20
## 1540                                      Endless Sun Ale    1381 0.045  NA
## 1541                                 Celestial Blonde Ale     900 0.065  NA
## 1542                                         Overbite IPA     891 0.075  NA
## 1543                                      T-Rail Pale Ale     509 0.055  NA
## 1544                            Endless Summer Ale (2011)     508 0.048  NA
## 1545                                          Clem's Gold    1530 0.053  NA
## 1546                                          Lizzy's Red    1529 0.055  NA
## 1547                             Orlison India Pale Lager    1528 0.067  NA
## 1548                                             Brünette    1527 0.042  NA
## 1549                                           Havanüther    1526 0.041  NA
## 1550                                            Lyric Ale    2113 0.065  NA
## 1551                                             Atalanta    2112 0.053  NA
## 1552                                 Pinner Throwback IPA    2302 0.049  35
## 1553                            Centennial State Pale Ale    1883 0.052  NA
## 1554                                       Old Chub NITRO    1859 0.080  NA
## 1555                                         The CROWLER™    1796    NA  NA
## 1556                                 CAN'D AID Foundation    1790    NA  NA
## 1557                                            Icey.P.A.    1752    NA  NA
## 1558                                        One Nut Brown    1751 0.050  NA
## 1559                                            Birth IPA    1750    NA  NA
## 1560                                      Dale's Pale Ale    1444 0.065  65
## 1561                                      Dale's Pale Ale    1252 0.065  65
## 1562                             Mama's Little Yella Pils    1167 0.053  35
## 1563                                    oSKAr the G'Rauch     993 0.085  NA
## 1564                                    oSKAr the G'Rauch     992 0.085  NA
## 1565                                      Dale's Pale Ale     955 0.065  65
## 1566                                            The Deuce     933 0.070  NA
## 1567                Dale's Pale Ale (10 Year Anniversary)     892 0.065  65
## 1568                               Dale's Pale Ale (2012)     828 0.065  65
## 1569                           Gordon Imperial Red (2010)     806 0.087  85
## 1570                               Dale's Pale Ale (2011)     755 0.065  65
## 1571                               Dale's Pale Ale (2010)     754 0.065  65
## 1572                                    G'KNIGHT (16 oz.)     726 0.087  85
## 1573                    15th Anniversary Abbey Ale (2012)     720 0.090  NA
## 1574                                                Chaka     661 0.080  NA
## 1575                      HGH (Home Grown Hops): Part Duh     585 0.080  70
## 1576                                   Deviant Dale's IPA     565 0.080  NA
## 1577                                       One Hit Wonder     391 0.090  60
## 1578                                    G'KNIGHT (12 oz.)     388 0.087  85
## 1579                              Ten Fidy Imperial Stout       8 0.099  98
## 1580                             Mama's Little Yella Pils       7 0.053  35
## 1581                                   GUBNA Imperial IPA       6 0.099 100
## 1582                                             Old Chub       5 0.080  35
## 1583                                    Gordon Ale (2009)       4 0.087  85
## 1584                                      Dale's Pale Ale       1 0.065  65
## 1585                                        Gordon (2005)     805 0.092  85
## 1586                       Ten Fidy Imperial Stout (2008)     804 0.095  98
## 1587                       Ten Fidy Imperial Stout (2007)     803 0.099  98
## 1588                                      Old Chub (2008)     787 0.080  35
## 1589                                      Old Chub (2004)     786 0.080  35
## 1590                                      Old Chub (2003)     785 0.080  35
## 1591                               Dale's Pale Ale (2008)     745 0.065  65
## 1592                               Dale's Pale Ale (2006)     744 0.065  65
## 1593                               Dale's Pale Ale (2004)     743 0.065  65
## 1594                               Dale's Pale Ale (2003)     742 0.065  65
## 1595                               Dale's Pale Ale (2002)     741 0.065  65
## 1596                                         Leroy (2005)     734 0.052  NA
## 1597                                   Gordon Beer (2006)     733 0.087  60
## 1598                                             G'KNIGHT    1533 0.087  85
## 1599                                             Ten Fidy    1532 0.099  98
## 1600                                   Deviant Dale's IPA    1328 0.080  85
## 1601                                             Old Chub    1175 0.080  35
## 1602                                      Dale's Pale Ale    1166 0.065  65
## 1603                                      Dale's Pale Ale    1065 0.065  65
## 1604                                Fresh Slice White IPA    1908 0.055  45
## 1605                          Overgrown American Pale Ale    1946 0.055  55
## 1606                              Ozark American Pale Ale    1961 0.040  39
## 1607                              Hula Hoppie Session IPA    1684 0.048  NA
## 1608                              Dirty Hippie Dark Wheat     927 0.053  NA
## 1609                                           Rustic Red    1268 0.052  23
## 1610                                  Stimulator Pale Ale     697 0.053  48
## 1611                                         Old Town Ale     696 0.045  22
## 1612                                               Car 21     695 0.044  28
## 1613                                      Cache La Porter     694 0.050  24
## 1614                                   Rodeo Rye Pale Ale    1805 0.042  35
## 1615                                           Outlaw IPA    1048 0.062  65
## 1616                                     North Fork Lager    1043 0.044  NA
## 1617                                     Payette Pale Ale     890 0.048  35
## 1618                                        Mutton Buster     775 0.055  25
## 1619                                     Side Kick Kölsch    1087 0.050  NA
## 1620                                    Fresh Cut Pilsner    1931 0.046  NA
## 1621                                   Summer Session Ale    1930 0.050  61
## 1622                                            Lobo Lito    2238 0.040  12
## 1623                          Robert Earl Keen Honey Pils    2144 0.050  17
## 1624                                    Mound Builder IPA    2175 0.065  77
## 1625                                  Amazon Princess IPA    2168 0.062  62
## 1626                              Farmer's Daughter Wheat    1956 0.042  NA
## 1627                                     People's Pilsner    1794 0.045  NA
## 1628                                         Hotbox Brown    2633 0.055  10
## 1629                                                 Gold    2632 0.048  15
## 1630                                                Black    2631 0.058  NA
## 1631                    98 Problems (Cuz A Hop Ain't One)    2630 0.065  65
## 1632                             Veteran’s Pale Ale (VPA)    2629 0.050  40
## 1633                                       Grapefruit IPA    2628 0.050  35
## 1634                              Pete's ESP Lager (1998)    1062 0.051  NA
## 1635                     Pete's Wicked Summer Brew (1995)    1061 0.047  NA
## 1636                Pete's Wicked Bohemian Pilsner (1997)    1060 0.049  NA
## 1637                        Pete's Wicked Pale Ale (1997)    1056    NA  NA
## 1638                     Pete's Wicked Summer Brew (2002)    1055 0.047  NA
## 1639                     Pete's Wicked Summer Brew (1997)    1054 0.047  NA
## 1640                     Pete's Wicked Summer Brew (1996)    1053 0.047  NA
## 1641                                              Sparkle    2635 0.041  12
## 1642                                   North 45 Amber Ale    1404 0.059  25
## 1643                                           Horny Monk    1403 0.069  20
## 1644                                        Mind's Eye PA    1402 0.067  74
## 1645                                            Camelback    2312 0.061  60
## 1646                                     Local 5 Pale Ale    1636 0.056  NA
## 1647                                  Devils Head Red Ale    1518 0.073  NA
## 1648                                    Elephant Rock IPA    1384 0.070  75
## 1649                                 Black Bay Milk Stout    1797 0.050  NA
## 1650                               Atom Splitter Pale Ale    1437 0.050  NA
## 1651                                         Hot Date Ale    1791 0.060  20
## 1652                                    Masked Bandit IPA    1540 0.070  NA
## 1653                                     Sweet Potato Ale    1491 0.060  24
## 1654                                       Float Trip Ale    1335 0.045  18
## 1655                                       Old Tom Porter     847 0.055  25
## 1656                                   Black Walnut Wheat     846 0.045  18
## 1657                              McKinney Eddy Amber Ale     521 0.055  20
## 1658                         Missouri Mule India Pale Ale     479 0.070  70
## 1659                                 Blood of the Unicorn    2559 0.065  NA
## 1660                                       GreyBeard™ IPA    1760 0.069  51
## 1661                                      Pisgah Pale Ale    1759 0.057  31
## 1662                                       PONTO S.I.P.A.    1589 0.045  NA
## 1663                                          Chronic Ale    1457 0.049  NA
## 1664                               Swami's India Pale Ale    1191 0.068  NA
## 1665                               New Cleveland Palesner    2336 0.050  NA
## 1666                                               Mazzie    2553 0.054  45
## 1667                                 Big Chuck Barleywine    1909 0.099  NA
## 1668                                        Ponderosa IPA     335    NA  NA
## 1669                                     Liquid Amber Ale      64    NA  NA
## 1670                         Morning Wood Wheat (Current)    2360 0.059  14
## 1671                                       Hideout Helles    1463 0.069  17
## 1672                                      Dead Eye Dunkel    1462 0.060  15
## 1673                                   Peacemaker Pilsner    1461 0.058  21
## 1674                               Over the Rail Pale Ale     711 0.057  68
## 1675                           Pallavicini Pilsner (2009)     188 0.058  21
## 1676                         Morning Wood Wheat (Current)     130 0.059  14
## 1677                            Pyramid Hefeweizen (2011)     399 0.052  18
## 1678                            Haywire Hefeweizen (2010)      82 0.052  18
## 1679                                        Golden Fleece    2031 0.045  35
## 1680                                       Smoking Mirror    2030 0.055  30
## 1681                                        Rahr's Blonde    2269 0.046  NA
## 1682                              Pride of Texas Pale Ale    2229 0.058  60
## 1683                                18th Anniversary Gose    2370 0.044   5
## 1684                                         White (2015)    2211 0.046  25
## 1685                                               BLAKKR    1861 0.099  85
## 1686                        Firemans #4 Blonde Ale (2013)    1718 0.051  21
## 1687                              The Sword Iron Swan Ale    1290 0.059  NA
## 1688                                    Hans' Pils (2015)    1091 0.053  52
## 1689                                  Four Squared (2015)    1086 0.060  50
## 1690                        Firemans #4 Blonde Ale (2015)     830 0.051  21
## 1691                                  Watership Brown Ale    1021 0.072  55
## 1692                                          Gangway IPA     938 0.062  55
## 1693                                       Long Day Lager     715 0.049  NA
## 1694                             Farmer's Daughter Blonde    2516 0.051  17
## 1695                                       Pump House IPA    2515 0.055  45
## 1696                                   Suicide Blonde IPA    2514 0.070  NA
## 1697                                       Vanilla Porter    2513 0.047  25
## 1698                                            Honey Rye    2512 0.058  18
## 1699                                          Happy Cider    1467 0.055  NA
## 1700                                      Long Hammer IPA     945 0.065  44
## 1701                                      Long Hammer IPA     583 0.065  44
## 1702                                   Copper Hook (2011)     339 0.058  27
## 1703                                   Nectar of the Hops    1375 0.080  NA
## 1704                                      Sunshine Nectar    1374 0.080  NA
## 1705                               Black Raspberry Nectar    1373 0.080  NA
## 1706                                     Blood Orange Wit    2087 0.050  16
## 1707                                            Consilium    2414 0.050  40
## 1708                                      Hammer & Sickle    1581 0.090  60
## 1709                                     Redacted Rye IPA    1176 0.070 100
## 1710                      Elevation Triple India Pale Ale    1006 0.099 100
## 1711                           5:00 O'Clock Afternoon Ale    1005 0.050  25
## 1712                              Ryeteous Rye IPA (2012)     636 0.070 100
## 1713                                     Stout Ol' Friend    1538 0.064  NA
## 1714                              Stout Ol' Friend (2012)    1075 0.064  NA
## 1715                                           Rye Porter     710    NA  NA
## 1716                                         Miner's Gold     709 0.050  NA
## 1717                                         Vienna Lager     708 0.046  NA
## 1718                                      Jessie's Garage     706 0.056  NA
## 1719                                     Colorado Red Ale     220 0.062  NA
## 1720                                         Miner's Gold     219    NA  NA
## 1721                                            Fist City    2576 0.055  40
## 1722                                       A Little Crazy    1133 0.068  NA
## 1723                                    Rosa Hibiscus Ale     609 0.058  15
## 1724                                          Fistmas Ale     418 0.061  31
## 1725                               Oktoberfest Revolution     417 0.057  25
## 1726                                        Eugene Porter     416 0.068  28
## 1727                                        Anti-Hero IPA     415 0.065  70
## 1728                                Bottom Up Belgian Wit     414 0.050  14
## 1729                                               Hustle    2452 0.057  42
## 1730                                            Pure Fury    2451 0.055  42
## 1731                                                  Dad    2132 0.060  60
## 1732                                              Panther    1993 0.058  35
## 1733                                                Franz    1992 0.052  21
## 1734                                                  Zen    1935 0.043  45
## 1735                                                Truth    1852 0.072  75
## 1736                                               Cougar    1851 0.048  25
## 1737                                      Smooth Operator    2307 0.038  NA
## 1738                                                 Gose    2580 0.035  NA
## 1739                               Maine Island Trail Ale    1807 0.043  NA
## 1740                                River North White Ale    1180 0.050  NA
## 1741                                      River North Ale    1179 0.050  NA
## 1742                                             Lil SIPA    1771 0.050  55
## 1743                              Hop Bomber Rye Pale Ale    1654 0.055  60
## 1744                                              Jah Mon    2579 0.050 100
## 1745                                          Oktoberfest    2373 0.062  NA
## 1746                                       Headless Wylie    2049 0.080  NA
## 1747                                           Dayman IPA    2048 0.050  NA
## 1748                        All Aboard! Anniversary Stout    1880 0.071  NA
## 1749                                             Hop Lace    1879 0.062  NA
## 1750                               OH-PA Session Pale Ale    1878 0.048  NA
## 1751                                     Patrick's Poison    1877 0.080  NA
## 1752                                        Rudolph's Red    1764 0.081  NA
## 1753                                      Babbling Blonde    1103 0.053  NA
## 1754                               Maxwell's Scottish Ale    1102 0.051  NA
## 1755                                       Grateful White    1101 0.061  NA
## 1756                                             RT Lager    1100 0.055  NA
## 1757                                      Old Wylie's IPA    1099 0.062  NA
## 1758                           Hala Kahiki Pineapple Beer    1098 0.048  NA
## 1759                                  Track 1 Amber Lager    1330 0.045  NA
## 1760                                    Pine Knob Pilsner    2074 0.053  NA
## 1761                      Cal and Co. Black Cherry Porter    1724    NA  NA
## 1762                                      Lazy Daze Lager    1280 0.055  NA
## 1763                                    Rochester Red Ale     899 0.059  NA
## 1764                                      Milkshake Stout     363 0.050  NA
## 1765                                      Cornerstone IPA     158 0.070  NA
## 1766                                      Lazy Daze Lager      97 0.055  NA
## 1767                             Rogue American Amber Ale    1860 0.051  NA
## 1768                                           12th Round    1577 0.076  78
## 1769                                        RoughTail IPA    1576 0.070  80
## 1770                                    Polar Night Stout    1575 0.080  NA
## 1771                                              Sundown    2304 0.071  36
## 1772                                           Sanctified    2249 0.099  NA
## 1773                               Fear of a Brett Planet    2053 0.051  NA
## 1774                                 Original Slacker Ale    1842 0.056  40
## 1775                                      Alpha Blackback    1841 0.072  NA
## 1776                                         Kiss Off IPA    1782 0.063  NA
## 1777                                  Dog Days Summer Ale    1552 0.045  28
## 1778                                  1881 California Red    1479 0.056  35
## 1779                                       CAPT Black IPA    1478 0.073  55
## 1780                    Ruhstaller's Gilt Edge Lager Beer    1370 0.048  42
## 1781                                       CAPT Black IPA     883 0.073  55
## 1782                              1881 California Red Ale     882 0.056  35
## 1783                               Saint Archer White Ale    1868 0.050  15
## 1784                                     Saint Archer IPA    1867 0.068  66
## 1785                                Saint Archer Pale Ale    1865 0.052  40
## 1786                                  Saint Archer Blonde    1864 0.048  22
## 1787                                          Sex Panther    2599 0.069  20
## 1788                         Winter Warmer (Vault Series)    2073 0.095  25
## 1789                          Count Hopula (Vault Series)    2063 0.091  99
## 1790                                          Oktoberfest    1995 0.055  NA
## 1791                                   SunSpot Golden Ale    1934 0.050  15
## 1792                                        I.W.A. (2011)    1329 0.060  NA
## 1793                                     Supermonk I.P.A.    1299 0.065  NA
## 1794                                  Epicenter Amber Ale    1073 0.055  20
## 1795                                    SanTan HefeWeizen    1072 0.050  15
## 1796                                        Hop Shock IPA    1071 0.070  85
## 1797                                   Sex Panther (2014)     852 0.069  20
## 1798                                          Devil’s Ale     850 0.055  45
## 1799                       Rail Slide Imperial Spiced Ale     839 0.081  NA
## 1800                                        Mr. Pineapple     777 0.050  20
## 1801                            American Idiot Ale (2012)     764 0.055  45
## 1802                                 Hop Shock IPA (2010)     317 0.070  85
## 1803                             SanTan HefeWeizen (2010)     286 0.050  15
## 1804                                   Devil’s Ale (2010)     285 0.055  45
## 1805                           Epicenter Amber Ale (2010)     124 0.055  20
## 1806                                   Sanitas Saison Ale    1392 0.058  20
## 1807                                    Sanitas Black IPA    1391 0.068  65
## 1808                                           Giant DIPA    2002 0.089  88
## 1809                                      Dread Brown Ale    1683 0.054  NA
## 1810                                          Casinos IPA    1362 0.070  NA
## 1811                                            Saison 88    1519 0.055  30
## 1812                                            Black IPA     967 0.071  95
## 1813                               Santa Fe Irish Red Ale     599 0.045  NA
## 1814                                 Santa Fe Oktoberfest     307    NA  NA
## 1815                                  Imperial Java Stout     305 0.080  NA
## 1816                                    Freestyle Pilsner     304 0.055  NA
## 1817                                     Happy Camper IPA     217 0.066  NA
## 1818                                Oval Beach Blonde Ale    1477 0.050  11
## 1819                                       Oak Aged Cider    1503 0.065  NA
## 1820                                         Ginger Cider    1466 0.065  NA
## 1821                                 Schilling Hard Cider    1245 0.065  NA
## 1822                            Schlafly Yakima Wheat Ale    1324 0.050  45
## 1823                                 Schlafly Black Lager    1323 0.050  NA
## 1824                                         Schlafly IPA    1078 0.045  30
## 1825                          Schlafly American Brown Ale    1077 0.050  30
## 1826                                  Schlafly Hefeweizen     588 0.041  16
## 1827                                Schlafly Summer Lager      53 0.045  17
## 1828                     Sea Dog Wild Blueberry Wheat Ale     815 0.047  NA
## 1829                                  Blur India Pale Ale    1302 0.074  60
## 1830                                            Dry Cider    1416 0.065  NA
## 1831                                       Dry Hard Cider    1415 0.065  NA
## 1832                                     Frankenlou's IPA     918 0.070 105
## 1833                             Becky's Black Cat Porter     917 0.070  55
## 1834                         Seventh Son of a Seventh Son    2250 0.077  40
## 1835                                 Stone Fort Brown Ale    1768 0.053  20
## 1836                           Seventh Son Hopped Red Ale    1767 0.077  40
## 1837                        Humulus Nimbus Super Pale Ale    1766 0.060  53
## 1838                                     Golden Ratio IPA    1765 0.070  68
## 1839                                        Black Hop IPA    2368 0.068  NA
## 1840                                  Archer's Ale (2004)     738 0.050  NA
## 1841                                      Monkey Fist IPA    1539 0.069  65
## 1842                                  Shipyard Summer Ale     975 0.051  NA
## 1843                                      Pumpkinhead Ale     814 0.047  NA
## 1844                                      Shipyard Export     727 0.051  NA
## 1845                                               Nooner    2474 0.052  NA
## 1846                                              Torpedo    2239 0.072  65
## 1847                                          Yonder Bock    1919 0.060  NA
## 1848                                   CANfusion Rye Bock    1918 0.060  NA
## 1849                               Sierra Nevada Pale Ale    1905 0.056  37
## 1850                              Old Chico Crystal Wheat    1338 0.048  26
## 1851                                           Summerfest    1295 0.050  28
## 1852                                              Torpedo     426 0.072  65
## 1853                               Sierra Nevada Pale Ale     400 0.056  37
## 1854                                   Sietsema Red Label    2353 0.069  NA
## 1855                                       Bear Ass Brown     212 0.042  NA
## 1856                                     Red Mountain Ale     161 0.060  NA
## 1857                                         Ice Pick Ale     160 0.068  NA
## 1858                                               4Beans    2574 0.100  52
## 1859                                               Jammer    2479 0.042  16
## 1860                                              Abigale    2443 0.080  NA
## 1861                                                  Rad    2266 0.032   7
## 1862                                              Bengali    2090 0.065  62
## 1863                                        Sensi Harvest    1962 0.047  50
## 1864                                               Hi-Res    1696 0.099 111
## 1865                                        Global Warmer    1608 0.070  70
## 1866                                   Autumnation (2013)    1591 0.067  74
## 1867                                            The Crisp    1388 0.054  42
## 1868                                         Sweet Action    1387 0.052  34
## 1869                                        Righteous Ale    1386 0.063  57
## 1870                                        Bengali Tiger    1385 0.064  62
## 1871                                               3Beans    1020 0.099  85
## 1872                                           Brownstone     778 0.059  47
## 1873                                               Apollo     630 0.052  11
## 1874                                            Harbinger     629 0.049  35
## 1875                                                Resin     628 0.091 103
## 1876                                               Diesel     525 0.063  69
## 1877                         Autumnation (2011-12) (2011)     512 0.060  48
## 1878                                     The Crisp (2011)     425 0.054  42
## 1879                                  Sweet Action (2011)     424 0.052  34
## 1880                                 Righteous Ale (2011)     423 0.063  57
## 1881                                 Bengali Tiger (2011)     422 0.064  62
## 1882                                    Rudie Session IPA    1942 0.045  NA
## 1883                                      Taster's Choice    1708 0.074  NA
## 1884                                      Modus Hoperandi    1521 0.068  65
## 1885                                  Estival Cream Stout    1297 0.058  15
## 1886                                  Vernal Minthe Stout    1192 0.058  NA
## 1887                              Hibernal Vinifera Stout    1013 0.080  NA
## 1888                                  Autumnal Molé Stout     774    NA  NA
## 1889                                       Mexican Logger     386 0.042  18
## 1890                                      True Blonde Ale      70 0.053  NA
## 1891                                    Euphoria Pale Ale      69 0.061  NA
## 1892                                      ESB Special Ale      68 0.057  58
## 1893                                      Modus Hoperandi      67 0.068  65
## 1894                                    Iron Butt Red Ale    1792 0.058  39
## 1895                         Initial Point India Pale Ale    1609 0.071  92
## 1896                      Monkey Dancing On A Razor Blade    2537 0.085  NA
## 1897                                          Tripel Deke    2536 0.082  NA
## 1898                            Urban Wilderness Pale Ale      30 0.049  NA
## 1899                                        Homefront IPA    2305 0.060  70
## 1900                           Sly Fox Christmas Ale 2013    1588 0.055  16
## 1901                                             Grisette    1363 0.056  25
## 1902                                  360° India Pale Ale    1211 0.062  NA
## 1903                                  Helles Golden Lager    1123 0.049  18
## 1904                    Sly Fox Christmas Ale 2012 (2012)     926 0.055  16
## 1905                                 Odyssey Imperial IPA     894 0.084  90
## 1906                                    Oktoberfest Lager     166 0.058  25
## 1907                                              113 IPA      24 0.070 113
## 1908                                         Dunkel Lager      23 0.053  21
## 1909                                     Royal Weisse Ale      22 0.056  11
## 1910                                        Pikeland Pils      21 0.049  44
## 1911                                     Phoenix Pale Ale      20 0.051  40
## 1912                                           Rule G IPA    2407 0.070  88
## 1913                                         Murphy's Law    2406 0.058  35
## 1914                                           Alter Ego     2405 0.062  33
## 1915                                      Monarch Pilsner    2234 0.050  NA
## 1916                                   Snow King Pale Ale    1606 0.060  55
## 1917                                         Zonker Stout     617 0.054  36
## 1918                                     OB-1 Organic Ale     407 0.050  22
## 1919                                    Snake River Lager     406 0.050  18
## 1920                                 Snake River Pale Ale     402 0.052  32
## 1921                                         Pako’s EyePA     393 0.068  60
## 1922                                     Thanksgiving Ale    1798 0.050  NA
## 1923                           Double Dagger Imperial IPA    1655 0.092  NA
## 1924                                     Dagger Falls IPA    1596 0.063 100
## 1925                                     Dagger Falls IPA    1595 0.063 100
## 1926                                        Socktoberfest    1482 0.060  NA
## 1927                              Hopnoxious Imperial IPA    1447 0.079  NA
## 1928              Barrel Aged Seven Devils Imperial Stout    1425 0.099  NA
## 1929                            Boise Co-Op Two Score Ale    1424 0.055  NA
## 1930                     Sockeye Belgian Style Summer Ale    1298 0.050  NA
## 1931                                      Sockeye Maibock    1181 0.064  NA
## 1932                                    Old Devil's Tooth    1160 0.099 100
## 1933                                        Galena Golden    1152 0.043  NA
## 1934                                  Hell-Diver Pale Ale    1151 0.052  32
## 1935                                    Woolybugger Wheat    1150 0.046  12
## 1936                                   Power House Porter    1076 0.057  NA
## 1937                                           Winterfest     995 0.084  90
## 1938                                     Dagger Falls IPA     879 0.063 100
## 1939                                           LuckenBock    1972 0.070  18
## 1940                                 Texas Pale Ale (TPA)    1971 0.055  40
## 1941                                      6 String Saison    1970 0.080  NA
## 1942                                            Kol' Beer    1969 0.050  22
## 1943                                        Montauk Light    2024 0.035  NA
## 1944                                    Na Zdraví Pilsner    1283 0.048  32
## 1945                                        Nice Rack IPA    1282 0.055  65
## 1946                               2014 IPA Cicada Series    2362 0.075  72
## 1947                          Sinister Minister Black IPA    2346 0.077  65
## 1948                                      Jack the Sipper    2320 0.053  45
## 1949                       Devil's Harvest Extra Pale Ale    2297 0.058  60
## 1950                              Suzy B Dirty Blonde Ale    2296 0.050  20
## 1951                                 Mississippi Fire Ant    1745 0.080  80
## 1952                                    Hipster Breakfast    1120 0.058  40
## 1953                              Suzy B Dirty Blonde Ale    1118 0.050  20
## 1954                       Devil's Harvest Extra Pale Ale    1117 0.058  60
## 1955                                   Pine Belt Pale Ale    2387 0.065  45
## 1956                                              Walloon    2267 0.055  NA
## 1957                                       Le Mort Vivant    1740 0.069  23
## 1958                                     Red Cockaded Ale    1728 0.085 110
## 1959                                  Valkyrie Double IPA    1497 0.092 100
## 1960                              Red Cockaded Ale (2013)    1011 0.085 110
## 1961                                        Old Potentate    1010 0.072  40
## 1962                                     Bombshell Blonde     856 0.050  20
## 1963                                 PRO-AM (2012) (2012)     853 0.099 100
## 1964                                       Walloon (2014)     691 0.055  NA
## 1965                                Le Mort Vivant (2011)     555 0.069  23
## 1966                                 Buried Hatchet Stout      46 0.083  50
## 1967                                   Pine Belt Pale Ale      45 0.065  45
## 1968                                     Bombshell Blonde      44 0.050  20
## 1969                               Baby Daddy Session IPA    2486 0.047  35
## 1970                                       Hopluia (2004)     763    NA  NA
## 1971                                  Ball & Chain (2014)    2271 0.058  NA
## 1972                              Bitter Biker Double IPA    2206 0.096  NA
## 1973                               God Damn Pigeon Porter    2136 0.082  NA
## 1974                              Working for the Weekend    2135 0.079  NA
## 1975                                           Angry Adam    2134 0.060  NA
## 1976                                        Freedom Fries    2109 0.055  NA
## 1977                              Bitter Biker Double IPA    1821 0.096  NA
## 1978                                  Ghost Bike Pale Ale    1820 0.073  NA
## 1979                                         Spiteful IPA    1819 0.062  NA
## 1980                                           Alley Time    1634 0.060  NA
## 1981                                           Fat Badger    1633 0.058  NA
## 1982                                         In the Weeds    1632 0.055  NA
## 1983                                        Special Amber     855 0.050  22
## 1984                                        Special Amber     445 0.050  22
## 1985                                 Seven Gates Pale Ale    1587 0.056  NA
## 1986                                            Gunga Din    2242 0.052  NA
## 1987                                           Starr Pils    1544 0.042  20
## 1988                       Northern Lights India Pale Ale    1205 0.065  52
## 1989                                               Festie     369 0.048  12
## 1990                       Northern Lights India Pale Ale     368 0.065  52
## 1991                       Third Eye Enlightened Pale Ale    2386 0.065  65
## 1992                                      Colorado Kölsch      92 0.049  17
## 1993                                   Steam Engine Lager      91 0.057  25
## 1994                                   Third Eye Pale Ale      90 0.065  65
## 1995                              Point Special (Current)    2366 0.047   9
## 1996                                        Point Special    2365 0.047   9
## 1997                        Point Cascade Pale Ale (2013)    2270 0.054  33
## 1998                                        Point Special    2228 0.047   9
## 1999                                       Onyx Black Ale    2151 0.052   9
## 2000                                  Beyond The Pale IPA    2150 0.063  64
## 2001                                 Point Special (2013)    2122 0.047   9
## 2002                                 Point Special (2012)    2121 0.047   9
## 2003                                  Point Special Lager    2115 0.047   9
## 2004                            St. Benedict's Winter Ale    1450 0.062  NA
## 2005                                    Point Oktoberfest    1357 0.057  15
## 2006                        Point Nude Beach Summer Wheat    1225 0.052   7
## 2007                        Point Nude Beach Summer Wheat     816 0.050   7
## 2008                 Point Nude Beach Summer Wheat (2011)     772 0.050   7
## 2009                                     Drop Dead Blonde     684 0.035  NA
## 2010                                      Three Kings Ale     650 0.049  13
## 2011                                    Point Oktoberfest     456 0.057  15
## 2012                                       2012 Black Ale     357 0.054  32
## 2013                 Point Nude Beach Summer Wheat (2010)     141 0.050   7
## 2014                               Point Cascade Pale Ale     140 0.054  33
## 2015                                  Point Amber Classic     139 0.047  14
## 2016                                  Point Special Lager     138 0.047   9
## 2017                                          Wisco Disco     953 0.051  31
## 2018                                             Brontide    1983 0.050  NA
## 2019                                             Brontide    1631 0.050  NA
## 2020                                            Classique    1344 0.045  NA
## 2021                          Sunsplash Golden Ale (2004)     922 0.045  NA
## 2022                               Sand Island Lighthouse    1410 0.051  25
## 2023                                Lily Flagg Milk Stout     925 0.050  30
## 2024                                       Monkeynaut IPA     637 0.072  70
## 2025                                Straub Beer (Current)    2369 0.050  NA
## 2026                                       American Lager    2233 0.041   8
## 2027                                       American Amber    2232 0.041   8
## 2028                                       American Light    2231 0.032  13
## 2029                                       Extra Pale Ale    2352 0.053  49
## 2030                                           Make It So    2549 0.053  40
## 2031                                  Hopvale Organic Ale    2473 0.047  55
## 2032                               Unchained #18 Hop Silo    2415 0.083 100
## 2033                                              Tip Off    2605 0.052  29
## 2034                                             Java Mac    2215 0.054  NA
## 2035                                              Cowbell    2164 0.054  23
## 2036                        Hop Up Offa That Brett (2014)    2085 0.058  20
## 2037                                     PV Muckle (2013)    2084 0.083  23
## 2038     Bourbon Barrel Batch 666: Sympathy for the Devil    2083 0.099  36
## 2039                                           Whip Fight    2082 0.090  30
## 2040                                 Port Barrel Wee Mac     2081 0.053  23
## 2041                                  Fistful Of Hops Red    2001 0.064  75
## 2042                               Fistful of Hops Orange    2000 0.063  75
## 2043                                 Fistful Of Hops Blue    1999 0.064  75
## 2044                                Fistful of Hops Green    1996 0.064  75
## 2045                                          30 Min Coma    1948    NA  NA
## 2046                                           Wee Muckle    1656 0.090  30
## 2047                                           Royal Brat    1599 0.065  55
## 2048                              Grapefruit Jungle (GFJ)    1420 0.075  77
## 2049                                      Osiris Pale Ale    1389 0.056  50
## 2050                           Bourbon Barrel Aged Timmie    1367 0.099  75
## 2051                                 Stupid Sexy Flanders    1366 0.063  23
## 2052                               Bourbon Barrel Cowbell    1347    NA  NA
## 2053                                      Popcorn Pilsner    1314 0.054  NA
## 2054                                       Ring of Dingle    1128 0.071  27
## 2055                               Bourbon Barrel Wee Mac    1127 0.054  23
## 2056                                 Bourbon Barrel Johan    1049 0.099  60
## 2057                                            The Deuce     934 0.070  NA
## 2058                                       The Velvet Fog     923 0.090  24
## 2059                                 Sun King Oktoberfest     874 0.055  23
## 2060                           Indianapolis Indians Lager     739 0.052  24
## 2061                         Indians Victory Lager (2012)     698 0.052  24
## 2062                                                Chaka     660 0.080  NA
## 2063                                                 Isis     651 0.091  91
## 2064                                    Wee Muckle (2011)     584 0.090  30
## 2065                       Grapefruit Jungle (GFJ) (2011)     532 0.075  77
## 2066                          Sun King Oktoberfest (2011)     526 0.055  23
## 2067                                 Johan the Barleywine     394 0.099  60
## 2068                           Wee Mac Scottish-Style Ale     213 0.054  23
## 2069                                   Sunlight Cream Ale      55 0.053  20
## 2070                               Osiris Pale Ale (2010)      54 0.056  50
## 2071                                            Dam Lager    1207 0.045  NA
## 2072                                         Red Clay IPA    1206 0.070  NA
## 2073                                     Todd the Axe Man    2543 0.072  NA
## 2074                                             Doomtree    2409 0.057  NA
## 2075                                               BLAKKR    1739 0.099  85
## 2076                      Overrated! West Coast Style IPA    1112 0.073  69
## 2077                                                  WET     329 0.075  90
## 2078                                        Bitter Brewer      19 0.040  37
## 2079                                            SurlyFest      18 0.055  34
## 2080                                        Coffee Bender      17 0.051  45
## 2081                                               Bender      16 0.051  45
## 2082                                         Abrasive Ale      15 0.097 120
## 2083                                                 Hell      14 0.051  20
## 2084                                             CynicAle      13 0.067  33
## 2085                                              Furious      12 0.062  99
## 2086                                             Big Nose    1242 0.073  50
## 2087                                         Cotton Mouth    1241 0.050  10
## 2088                               Stump Knocker Pale Ale    1240 0.056  35
## 2089                                         Midnight Oil    1239 0.050  38
## 2090                                           Wild Night    1238 0.059  18
## 2091                         Bermuda Triangle Ginger Beer    1554 0.045  NA
## 2092                                        Take Two Pils    2568 0.055  35
## 2093                                          Waterkeeper    2551 0.057  NA
## 2094                                       SweetWater IPA    1710 0.064  NA
## 2095                                   420 Extra Pale Ale    1709 0.054  NA
## 2096                            Dodgy Knight Imperial IPA    1229 0.080  95
## 2097                                      TailGate Saison    1164 0.050  NA
## 2098                                         TailGate IPA     663 0.050  44
## 2099                                         TailGate IPA     662 0.050  44
## 2100                                  TailGate Hefeweizen     623 0.049  28
## 2101                                      Blacktop Blonde     622 0.050  19
## 2102                                      Blacktop Blonde     362 0.050  19
## 2103                                  TailGate Hefeweizen     361 0.049  28
## 2104                                       Wooden Rooster    2575 0.085  34
## 2105                                  Ginger Peach Saison    2555 0.048  20
## 2106                                        Zombie Monkie    1736 0.062  35
## 2107                              Wild Plum Farmhouse Ale    1196 0.056  20
## 2108                           Vanilla Bean Buffalo Sweat    1063 0.050  20
## 2109                                            Ethos IPA    1017 0.068 110
## 2110                                    Tallgrass Pub Ale    1009 0.044  12
## 2111                                                Oasis     912 0.072  93
## 2112                                        Buffalo Sweat     765 0.050  20
## 2113                             Halcyon Unfiltered Wheat     676 0.050  20
## 2114                                       8-Bit Pale Ale     595 0.052  NA
## 2115                                       Velvet Rooster     537 0.085  NA
## 2116                             Halcyon Unfiltered Wheat     412 0.050  20
## 2117                                    Köld Lager (2010)     105 0.050  16
## 2118                                         Oasis (2010)     104 0.072  93
## 2119                                        Tallgrass Ale     103 0.044  22
## 2120                                 Buffalo Sweat (2010)     102 0.050  20
## 2121                                        Tallgrass IPA     101 0.063  60
## 2122                                    Hat Trick Hop IPA    1433 0.068  NA
## 2123                                  Yard Sale Amber Ale    1432 0.056  NA
## 2124                                          Loafin Bräu     936 0.055  NA
## 2125                                Old Elephant Foot IPA     544 0.070  80
## 2126                                        Peck's Porter    2640 0.065  35
## 2127                                              Reactor    2448 0.070  NA
## 2128                                           Mr. Orange    2447 0.057  NA
## 2129                                            Deduction    2601 0.080  22
## 2130                                  Face Down Brown Ale     973 0.057  NA
## 2131                                          Tempter IPA     827 0.064  NA
## 2132                             Bridal Veil Rye Pale Ale     589 0.055  NA
## 2133                                           Smittytown    2155 0.048  NA
## 2134                                      Greenwood Beach    1982 0.040  NA
## 2135                                          Gatecrasher    1939 0.066  NA
## 2136                                        RecreationAle    1082 0.047  42
## 2137                                          First Stand    2119 0.055  35
## 2138                                          Battle LIne    2118 0.063  23
## 2139                                        Broken Bridge    2117 0.056  12
## 2140                                               Brutus    2116 0.071  69
## 2141                                         Petit Mutant    1916 0.060  NA
## 2142                                          The Crusher    1915 0.096  NA
## 2143                                            Beelzebub    1914 0.080  NA
## 2144                                         Focal Banger    1810 0.070  NA
## 2145                                         Heady Topper    1111 0.080 120
## 2146                                         Heady Topper     379 0.080 120
## 2147                     Bomber Mountain Amber Ale (2013)    1200 0.046  20
## 2148                                Indian Paintbrush IPA    1199 0.070  75
## 2149                        Saddle Bronc Brown Ale (2013)    1198 0.048  16
## 2150                                 Wagon Box Wheat Beer    1197 0.059  15
## 2151                                   Birdhouse Pale Ale    1945 0.050  NA
## 2152                                                 Ozzy    1079 0.073  NA
## 2153                                         Resurrection      94 0.070  NA
## 2154                                Bronx Summer Pale Ale    1748 0.052  16
## 2155                                 Bronx Black Pale Ale    1747 0.057  46
## 2156                                       Bronx Pale Ale    1037 0.063  50
## 2157                                            Surfrider    2594 0.052  35
## 2158                                       Kolschtal Eddy    2035 0.055  NA
## 2159                                South Bay Session IPA    2034 0.050  NA
## 2160                                      Grandma's Pecan    1562 0.069  34
## 2161                                         Double Trunk    1561 0.099 101
## 2162                                             Just IPA    1749 0.046  45
## 2163                                            Lionshead    2455 0.045  NA
## 2164                          Manhattan Gold Lager (1990)     963    NA  NA
## 2165             G. B. Russo’s Italian Pistachio Pale Ale    2638 0.052  NA
## 2166                              Northern Hawk Owl Amber    1278 0.058  NA
## 2167                                            CEO Stout    1277 0.059  NA
## 2168                                  Will Power Pale Ale    1276 0.047  NA
## 2169                              Curious Traveler Shandy    1732 0.044  NA
## 2170                                       Hunny Do Wheat    2347 0.048  18
## 2171                                   Three Way Pale Ale    1781 0.052  NA
## 2172                                      Rise to the Top    1780 0.041  NA
## 2173                                 Lost Trout Brown Ale    1779 0.049  NA
## 2174                                       Watermelon Ale    2421 0.051  11
## 2175                                    Knotty Blonde Ale    2319 0.040  18
## 2176                            Fivepine Chocolate Porter    2317 0.062  40
## 2177                                    Hoodoo Voodoo IPA    2316 0.062  82
## 2178                                       Hydraulion Red    1913 0.053  22
## 2179                                          40 Mile IPA    1912 0.060  50
## 2180                                          Citra Faced    2617 0.055  64
## 2181                                      Pole Barn Stout    2616 0.055  31
## 2182                                                 Pale    2615 0.054  37
## 2183                                       Yoshi's Nectar    2614 0.053  27
## 2184                                      Leatherhead Red    1889 0.052  NA
## 2185                          Cropduster Mid-American IPA    1222 0.065  NA
## 2186                              Golden Frau Honey Wheat     122 0.075  NA
## 2187                               Cornstalker Dark Wheat     121    NA  NA
## 2188                                           Cafe Leche    2623 0.058  20
## 2189                               Damascene Apricot Sour    2622 0.052  12
## 2190                                                 Csar    2621 0.120  90
## 2191                         Klingon Warnog Roggen Dunkel    1817 0.055  NA
## 2192                                Overlord Imperial IPA    1449 0.085 115
## 2193                                                Alloy     951 0.058  36
## 2194                                  Rivet Irish Red Ale     950 0.051  22
## 2195                                 3 Gear Robust Porter     949 0.052  50
## 2196                             Circuit Bohemian Pilsner     948 0.045  35
## 2197                                  Turnrow Harvest Ale    2321 0.055  NA
## 2198                                       Juke Joint IPA    1755 0.070  60
## 2199                          Parade Ground Coffee Porter    1754 0.070  35
## 2200                            Tin Roof Watermelon Wheat    1428 0.050  21
## 2201                                  Tin Roof Blonde Ale     529 0.045  18
## 2202                               Voodoo Bengal Pale Ale     495 0.055  37
## 2203                                    Perfect Tin Amber     494 0.045  28
## 2204                                         IPA & a Half    1856 0.073  87
## 2205                            Ornery Amber Lager (2003)     736 0.055  33
## 2206                                    Big Island Shandy    1027 0.050  NA
## 2207                                     Preservation IPA    1026 0.068  NA
## 2208                                          Almanac IPA    1938 0.062  72
## 2209                                 Milk Mustachio Stout    1937 0.065  NA
## 2210                                 Farmer's Tan Red Ale    1936 0.060  30
## 2211                              Triangle India Pale Ale     594 0.057  NA
## 2212                                   Triangle White Ale     114 0.050  NA
## 2213                          Triangle Belgian Golden Ale     113 0.080  NA
## 2214                                          Troegenator    2445 0.082  NA
## 2215                                        Nugget Nectar    2444 0.075  93
## 2216                                        Sunshine Pils    2203 0.045  45
## 2217                               Troegenator Doublebock    1510 0.082  25
## 2218                                        Perpetual IPA    1509 0.075  85
## 2219                                  Greenville Pale Ale     433 0.055  52
## 2220                                            Hoppy Boy     641 0.062  65
## 2221                                            Cow Creek    2588 0.054  26
## 2222                                           Chupahopra    2458 0.075  63
## 2223                                            Twisted X    2212 0.051  19
## 2224                                     Day Hike Session    2235 0.041  41
## 2225                                        Trailhead ISA    1661 0.048  48
## 2226                                      Immersion Amber    1660 0.052  27
## 2227                                              Evo IPA    1659 0.062  70
## 2228                                    Presidential Pils    1438 0.048  NA
## 2229                              Evolutionary IPA (2012)    1173 0.062  70
## 2230                                     Persnickety Pale     560 0.057  36
## 2231                                       SoDo Brown Ale     519 0.054  20
## 2232                           Immersion Amber Ale (2011)     518 0.052  27
## 2233                              Evolutionary IPA (2011)     505 0.062  70
## 2234             Trailhead India Style Session Ale (2011)     482 0.048  48
## 2235                                   Panorama Wheat Ale     451 0.046  NA
## 2236                                               Wobble    2497 0.063  69
## 2237                                            Night Cat    2246 0.058  43
## 2238                                     Night Cat (2014)    1630 0.058  43
## 2239                                       Dog Days Lager    1284 0.051  17
## 2240                              Sidekick Extra Pale Ale    1121 0.051  36
## 2241                                         Atom Smasher    1042 0.077  23
## 2242                                              Testudo    1041 0.045  NA
## 2243                                Hobnob B & B Pale Ale    1040 0.065  NA
## 2244                                        Cane and Ebel     861 0.070  68
## 2245                                    Outlaw IPA (2015)     642 0.065  NA
## 2246                                       The Gilded Age    2037 0.045  NA
## 2247                                 No Limits Hefeweizen    1285 0.050  NA
## 2248                             Honeyspot Road White IPA    1189 0.060  NA
## 2249                               Road 2 Ruin Double IPA    1171 0.072  NA
## 2250                                  Workers Comp Saison    1170 0.048  NA
## 2251                                     Ol' Factory Pils    1169 0.050  NA
## 2252                                               PUNK'N    2310 0.050  10
## 2253                               Yard Sale Winter Lager    2100 0.040  22
## 2254                                   Trader Session IPA    1925 0.040  42
## 2255                                         Hop Nosh IPA    1723 0.073  83
## 2256                                                SUM'R    1212 0.040  17
## 2257                             Organic Baba Black Lager    1097 0.040  32
## 2258                                 Hop Notch IPA (2013)    1089 0.073  82
## 2259                                   Cutthroat Pale Ale    1088 0.040  34
## 2260                                  WYLD Extra Pale Ale     974 0.040  29
## 2261                                        Pilsner Ukiah      98 0.055  NA
## 2262                                       The Green Room    2372 0.060  75
## 2263                                     Humbucker Helles    2367 0.047  25
## 2264                      Uncle John's Apple Cherry Cider    1704 0.065  NA
## 2265                     Uncle John's Apricot Apple Cider    1703 0.065  NA
## 2266                             Draught Hard Apple Cider     877 0.065  NA
## 2267                                          Scotty K NA     606 0.001  NA
## 2268                                      Bacon Brown Ale     543 0.068  NA
## 2269                                     Golden State Ale     347 0.064  NA
## 2270                                        Baltic Porter     346 0.078  NA
## 2271                                         Siamese twin      25 0.085  NA
## 2272                                       Double Duckpin    2507 0.085  90
## 2273                                              Old Pro    2506 0.042  10
## 2274                                     Duckpin Pale Ale     829 0.055  NA
## 2275                                         Balt Altbier     582 0.060  NA
## 2276                                 Campside Session IPA    2190 0.045  50
## 2277                                     Upland Wheat Ale    1951 0.045  15
## 2278                                        Dragonfly IPA    1950 0.060  NA
## 2279 Lee Hill Series Vol. 5 - Belgian Style Quadrupel Ale    2565 0.128  NA
## 2280     Lee Hill Series Vol. 4 - Manhattan Style Rye Ale    2564 0.104  NA
## 2281                 Lee Hill Series Vol. 2 - Wild Saison    2563 0.068  24
## 2282  Lee Hill Series Vol. 3 - Barrel Aged Imperial Stout    2562 0.099  51
## 2283       Lee Hill Series Vol. 1 - Barrel Aged Brown Ale    2561 0.076  NA
## 2284                                  Blood Orange Saison    2560 0.060  NA
## 2285                                 Thai Style White IPA    1932 0.065  33
## 2286                   Ferus Fluxus Wild Belgian Pale Ale    1853 0.075  30
## 2287                      Upslope Imperial India Pale Ale    1315 0.099  90
## 2288                                Upslope Christmas Ale     907 0.082  NA
## 2289                                  Upslope Pumpkin Ale     906 0.077  NA
## 2290                       Upslope Belgian Style Pale Ale     683 0.075  30
## 2291                          Upslope Foreign Style Stout     614 0.069  NA
## 2292                   Top Rope Mexican-style Craft Lager     466 0.048  15
## 2293                                  Upslope Craft Lager     444 0.048  22
## 2294                                    Upslope Brown Ale     345 0.067  NA
## 2295                                     Upslope Pale Ale      80 0.058  NA
## 2296                               Upslope India Pale Ale      79 0.072  NA
## 2297                     Common Sense Kentucky Common Ale     382 0.053  22
## 2298                                       Upstate I.P.W.     381 0.065  70
## 2299                   Squatters Full Suspension Pale Ale    1826 0.040  NA
## 2300                      Squatters Hop Rising Double IPA    1825 0.090  75
## 2301                               Devastator Double Bock    1824 0.080  NA
## 2302                         Wasatch Ghostrider White IPA    1823 0.060  NA
## 2303                  Wasatch Ghostrider White IPA (2014)    1682 0.060  NA
## 2304                           Wasatch Apricot Hefeweizen    1681 0.040  NA
## 2305               Squatters Hop Rising Double IPA (2014)    1680 0.090  75
## 2306                   Squatters Full Suspension Pale Ale    1679 0.040  NA
## 2307                                          Nunica Pine    2245 0.068  NA
## 2308                                         Ginger Peach    2244 0.069  NA
## 2309                                      Totally Roasted    1378 0.068  NA
## 2310                                            Blue Gold    1377 0.068  NA
## 2311                                           Hard Apple    1376 0.068  NA
## 2312                               Nitro Can Coffee Stout    2411 0.052  NA
## 2313                                    Voodoo Love Child    1770 0.092  25
## 2314                              White Magick of the Sun    1769 0.079  23
## 2315                               Wynona's Big Brown Ale    1730 0.075  31
## 2316                                             Gran Met    1729 0.092  25
## 2317                                       Good Vibes IPA    1603 0.073  85
## 2318                                             Pilzilla    1488 0.075  85
## 2319                                  Wachusett Light IPA    1846 0.040  37
## 2320                                     Green Monsta IPA    1845 0.060  55
## 2321                                        Wachusett IPA    1844 0.056  50
## 2322                                     Strawberry White    1843 0.047  NA
## 2323                                   Larry Imperial IPA    1418 0.085  85
## 2324                                     Wachusett Summer    1038 0.047  NA
## 2325                                     Country Pale Ale    1030 0.051  17
## 2326                           Wachusett Light IPA (2013)    1029 0.040  37
## 2327                                              Pumpkan     908 0.052  20
## 2328                              Wachusett Blueberry Ale     619 0.045  10
## 2329                                     Green Monsta IPA     618 0.060  55
## 2330                                   T-6 Red Ale (2004)     780 0.047  NA
## 2331                                         Self Starter    2450 0.052  67
## 2332                                              Ermal's    2223 0.054  20
## 2333                                               10 Ton    2222 0.070  NA
## 2334                                           Flyin' Rye    2221 0.070  NA
## 2335                                        Christmas Ale    2439 0.090  NA
## 2336                          Pay It Forward Cocoa Porter    2356 0.070  NA
## 2337                                 West Sixth Amber Ale    1069 0.055  NA
## 2338                                       West Sixth IPA     652    NA  NA
## 2339                                             One Claw    1542 0.055  NA
## 2340                                       Westbrook Gose    1312 0.040   5
## 2341                                           White Thai     576 0.050  16
## 2342                                        Westbrook IPA     575 0.068  65
## 2343                                Westfield Octoberfest    1645 0.057  22
## 2344                            Pop's Old Fashioned Lager    1551 0.052  NA
## 2345                                   Charlie in the Rye    1550 0.058  55
## 2346                                          Royal Lager    2364    NA  NA
## 2347                             Rip Van Winkle (Current)    2348 0.080  NA
## 2348                                     O’Malley’s Stout    2344    NA  NA
## 2349                                       O’Malley’s IPA    2343 0.075  89
## 2350                     O’Malley’s Irish Style Cream Ale    2342    NA  NA
## 2351                           L'il Lucy's Hot Pepper Ale    2341 0.049  28
## 2352                                        Drop Kick Ale    2340 0.052  NA
## 2353                            Raspberry Berliner Weisse    2573 0.055  NA
## 2354                                          Hop Session    2572 0.050  NA
## 2355                            Blueberry Berliner Weisse    2571 0.055  NA
## 2356                                      Berliner Weisse    2570 0.055  NA
## 2357                                          Super G IPA    1498 0.060  NA
## 2358                                           Hefe Lemon    1838 0.049  30
## 2359                                           Hefe Black    1837 0.049  30
## 2360                           Widmer Brothers Hefeweizen    1836 0.049  30
## 2361                                Hop Slayer Double IPA    1619 0.082 100
## 2362                                          Pumpkin Ale    1618 0.045  NA
## 2363                                  Big Bowl Blonde Ale    1364 0.050  NA
## 2364                                          Phat Chance     971 0.052  27
## 2365                         Hop Slayer Double IPA (2011)     740 0.082 100
## 2366                         Hop Slayer Double IPA (2011)     430 0.082 100
## 2367                                Wild Onion Summer Wit     398 0.042  13
## 2368                                           Jack Stout     366 0.060  23
## 2369                        Wild Onion Pumpkin Ale (2010)     334 0.045  NA
## 2370                                       Paddy Pale Ale     162 0.056  41
## 2371                                         Blonde Hunny    2253 0.068  21
## 2372               Wild Wolf Wee Heavy Scottish Style Ale    1318 0.057  20
## 2373                           Wild Wolf American Pilsner    1195 0.045  25
## 2374                                            Alpha Ale    1194 0.051  45
## 2375                                       Mystical Stout     826 0.054  NA
## 2376                                       Bodacious Bock     825 0.075  NA
## 2377                                      Ambitious Lager     813 0.050  NA
## 2378                                     Wyoming Pale Ale     324 0.072  NA
## 2379                                Wind River Blonde Ale     323 0.050  NA
## 2380                                              Ace IPA     762 0.074  83
## 2381                                          P-51 Porter     761 0.080  31
## 2382                              #001 Golden Amber Lager    2149 0.055  NA
## 2383                                 #002 American I.P.A.    2148 0.071  60
## 2384                           #003 Brown & Robust Porter    2147 0.052  NA
## 2385                                  #004 Session I.P.A.    2146 0.048  38
## 2386                                             Tarasque    2047 0.059  NA
## 2387                                Ananda India Pale Ale    1470 0.062  61
## 2388                                            Tiny Bomb    1469 0.045  23
## 2389                                         Train Hopper    2627 0.058  72
## 2390                                Edward’s Portly Brown    2626 0.045  NA
## 2391                                   Troopers Alley IPA    1676 0.059 135
## 2392                              Wolverine Premium Lager    1468 0.047  15
## 2393                           Woodchuck Amber Hard Cider     822 0.050  NA
## 2394                                      4000 Footer IPA    2417 0.065  82
## 2395                                          Summer Brew    2306 0.028  15
## 2396                                         Be Hoppy IPA    1697 0.065  69
## 2397                                           Worthy IPA    2194 0.069  69
## 2398                                      Easy Day Kolsch    1514 0.045  25
## 2399                 Lights Out Vanilla Cream Extra Stout    1513 0.077  30
## 2400                                    Worthy IPA (2013)    1512 0.069  69
## 2401                                          Worthy Pale    1511 0.060  50
## 2402                                   Patty's Chile Beer    1345 0.042  NA
## 2403                            Colorojo Imperial Red Ale    1316 0.082  NA
## 2404                                  Wynkoop Pumpkin Ale    1045 0.055  NA
## 2405                          Rocky Mountain Oyster Stout    1035 0.075  NA
## 2406                                            Belgorado     928 0.067  45
## 2407                                        Rail Yard Ale     807 0.052  NA
## 2408                                      B3K Black Lager     620 0.055  NA
## 2409                                  Silverback Pale Ale     145 0.055  40
## 2410                                 Rail Yard Ale (2009)      84 0.052  NA
##      Brewery_id                               Style Ounces
## 1           409                 American Pale Lager   12.0
## 2           178             American Pale Ale (APA)   12.0
## 3           178                        American IPA   12.0
## 4           178      American Double / Imperial IPA   12.0
## 5           178                        American IPA   12.0
## 6           178                       Oatmeal Stout   12.0
## 7           178             American Pale Ale (APA)   12.0
## 8           178                     American Porter   12.0
## 9           178             American Pale Ale (APA)   12.0
## 10          178      American Double / Imperial IPA   12.0
## 11          178              Saison / Farmhouse Ale   12.0
## 12          178              Saison / Farmhouse Ale   12.0
## 13          178              Saison / Farmhouse Ale   12.0
## 14          178                         Belgian IPA   12.0
## 15          178             American Pale Ale (APA)   12.0
## 16          155                               Cider   12.0
## 17          155                               Cider   12.0
## 18          155                               Cider   12.0
## 19          155                               Cider   12.0
## 20          369                       Baltic Porter   12.0
## 21          369                              Tripel   12.0
## 22          369                 American Barleywine    8.4
## 23          369                       Winter Warmer   12.0
## 24          369                      American Stout   12.0
## 25          369             American Pale Ale (APA)   12.0
## 26          369              Fruit / Vegetable Beer   12.0
## 27          369              Fruit / Vegetable Beer   12.0
## 28          369              Fruit / Vegetable Beer   12.0
## 29          369                        American IPA   12.0
## 30          369                        American IPA   12.0
## 31          369                        American IPA   12.0
## 32          369                  English Strong Ale   12.0
## 33          369      American Double / Imperial IPA   12.0
## 34          369             American Pale Ale (APA)   12.0
## 35          369                       Winter Warmer   12.0
## 36          369                  American Black Ale   12.0
## 37          369                    Belgian Dark Ale   12.0
## 38          369                        American IPA   12.0
## 39          369              Fruit / Vegetable Beer   12.0
## 40           68                        American IPA   12.0
## 41           68                 American Blonde Ale   12.0
## 42           68            American Amber / Red Ale   12.0
## 43           61                  Berliner Weissbier   12.0
## 44           61                 American Blonde Ale   12.0
## 45           61                  American Brown Ale   12.0
## 46           61            American Amber / Red Ale   12.0
## 47           61                  American Black Ale   12.0
## 48           61                        American IPA   12.0
## 49           61                        American IPA   12.0
## 50           61             American Pale Wheat Ale   12.0
## 51           28                        American IPA   16.0
## 52           28                        American IPA   16.0
## 53           28             Belgian Strong Dark Ale   16.0
## 54           28                        American IPA   16.0
## 55           28                  English Strong Ale   16.0
## 56           28                              Kölsch   16.0
## 57           28                    Belgian Dark Ale   16.0
## 58          482                        American IPA   16.0
## 59          482                    English Pale Ale   16.0
## 60          482                    English Pale Ale   16.0
## 61          482      American Double / Imperial IPA   16.0
## 62          374                  Berliner Weissbier   12.0
## 63          463          American Amber / Red Lager   12.0
## 64          463          American Amber / Red Lager   12.0
## 65          534                        American IPA   12.0
## 66          534              Fruit / Vegetable Beer   12.0
## 67          534          American Amber / Red Lager   12.0
## 68           63                        American IPA   16.0
## 69           63                  American Brown Ale   16.0
## 70            2      American Double / Imperial IPA   16.0
## 71            2                  English Barleywine   16.0
## 72            2                  Milk / Sweet Stout   16.0
## 73            2             American Pale Ale (APA)   16.0
## 74            2                     German Pilsener   16.0
## 75            2                         Pumpkin Ale   16.0
## 76            2                    Belgian Pale Ale   16.0
## 77            2                    American Pilsner   16.0
## 78            2      American Double / Imperial IPA   16.0
## 79            2              Saison / Farmhouse Ale   16.0
## 80            2                   American Wild Ale   16.0
## 81            2                        American IPA   16.0
## 82            2                   English Brown Ale   16.0
## 83          368                      American Stout   16.0
## 84          368             American Pale Ale (APA)   16.0
## 85          368                    American Pilsner   16.0
## 86          118                    American Pilsner   12.0
## 87          118             American Pale Ale (APA)   12.0
## 88          118      American Double / Imperial IPA   12.0
## 89          271             American Pale Ale (APA)   12.0
## 90          271                             Altbier   12.0
## 91           74             American Pale Ale (APA)   12.0
## 92          389                              Kölsch   16.0
## 93          389                        American IPA   16.0
## 94          402             American Pale Ale (APA)   16.0
## 95          402                        American IPA   16.0
## 96          402                        American IPA   16.0
## 97           36                        American IPA   12.0
## 98           36                        American IPA   12.0
## 99           36             American Pale Wheat Ale   12.0
## 100          36          American Amber / Red Lager   12.0
## 101          36      California Common / Steam Beer   12.0
## 102         172                                Gose   12.0
## 103         172             American Pale Ale (APA)   12.0
## 104         172                                Gose   12.0
## 105         172                         Pumpkin Ale   12.0
## 106         172                       Oatmeal Stout   12.0
## 107         172                           Cream Ale   12.0
## 108         172                        American IPA   12.0
## 109         172            American Amber / Red Ale   12.0
## 110         172                       Oatmeal Stout   12.0
## 111         172                        Vienna Lager   16.0
## 112         172            American Amber / Red Ale   12.0
## 113         172                           Cream Ale   12.0
## 114         172                       Oatmeal Stout   12.0
## 115         172                       Winter Warmer   12.0
## 116         172                        American IPA   12.0
## 117         172            American Amber / Red Ale   12.0
## 118         172                           Cream Ale   12.0
## 119         172             American Pale Ale (APA)   12.0
## 120         147                        American IPA   16.0
## 121         543             American Pale Ale (APA)   16.0
## 122         543                       Oatmeal Stout   16.0
## 123         435                               Cider   16.0
## 124         435                               Cider   16.0
## 125         435                               Cider   12.0
## 126         194                    Belgian Pale Ale   12.0
## 127         194                             Witbier   12.0
## 128         194                      American Stout   12.0
## 129          70                        American IPA   16.0
## 130          70                 American Blonde Ale   16.0
## 131          70                     American Porter   16.0
## 132         542             American Pale Ale (APA)   12.0
## 133         542             American Pale Wheat Ale   12.0
## 134         514             American Pale Ale (APA)   12.0
## 135         427    American Double / Imperial Stout   12.0
## 136         427              Saison / Farmhouse Ale   12.0
## 137         462                                Gose   16.0
## 138         430                        American IPA   16.0
## 139         529                              Kölsch   12.0
## 140         529                     American Porter   12.0
## 141         529                        American IPA   12.0
## 142         354                              Kölsch   16.0
## 143         354                        American IPA   16.0
## 144         354            American Amber / Red Ale   16.0
## 145         524                 American Blonde Ale   12.0
## 146         524                        American IPA   12.0
## 147         375                      American Stout   12.0
## 148         375      American Double / Imperial IPA   12.0
## 149         375                     American Porter   12.0
## 150         375            American Amber / Red Ale   12.0
## 151          73      American Double / Imperial IPA   16.0
## 152          73                     American Porter   16.0
## 153          73              Fruit / Vegetable Beer   16.0
## 154          73                 American Blonde Ale   12.0
## 155          73                        American IPA   12.0
## 156          73                 Munich Helles Lager   12.0
## 157         414                  American Black Ale   16.0
## 158         414                        American IPA   12.0
## 159         414             American Pale Ale (APA)   12.0
## 160         414                     German Pilsener   12.0
## 161         414                         Schwarzbier   12.0
## 162          38      American Double / Imperial IPA   12.0
## 163          38              Saison / Farmhouse Ale   12.0
## 164          38                     German Pilsener   12.0
## 165          38                             Witbier   12.0
## 166          38                        American IPA   12.0
## 167          38                  American Brown Ale   12.0
## 168         361                         Pumpkin Ale   12.0
## 169         361                Märzen / Oktoberfest   12.0
## 170         361             American Pale Wheat Ale   12.0
## 171         361                        American IPA   12.0
## 172         361                              Tripel   12.0
## 173         361            American Amber / Red Ale   12.0
## 174         236      American Double / Imperial IPA   12.0
## 175         236                     American Porter   12.0
## 176         236                 American Blonde Ale   12.0
## 177         236                        American IPA   12.0
## 178         236            American Amber / Red Ale   12.0
## 179         287                   English Brown Ale   12.0
## 180         287             American Pale Ale (APA)   12.0
## 181         484                        American IPA   12.0
## 182         484             American Pale Ale (APA)   12.0
## 183          35                        American IPA   12.0
## 184          35                        American IPA   12.0
## 185          35                              Kölsch   12.0
## 186          35                        American IPA   12.0
## 187          35                 Munich Helles Lager   12.0
## 188          35                        American IPA   12.0
## 189         319 Extra Special / Strong Bitter (ESB)   12.0
## 190         319                            Rye Beer   12.0
## 191         319            American Amber / Red Ale   12.0
## 192          21                        American IPA   16.0
## 193         252                        American IPA   12.0
## 194         252                 American Blonde Ale   12.0
## 195         117                    American Pilsner   12.0
## 196         117                        American IPA   12.0
## 197         117                 American Pale Lager   12.0
## 198         117                             Witbier   12.0
## 199         117                     Euro Dark Lager   12.0
## 200         259      California Common / Steam Beer   12.0
## 201         259                        American IPA   12.0
## 202         259                         Schwarzbier   12.0
## 203         259                     German Pilsener   12.0
## 204         293      California Common / Steam Beer   12.0
## 205         293                          Hefeweizen   16.0
## 206         293             American Pale Wheat Ale   12.0
## 207         293              Foreign / Export Stout   12.0
## 208         293                            Rye Beer   12.0
## 209         293             American Pale Wheat Ale   12.0
## 210         293            American Amber / Red Ale   12.0
## 211         293             American Pale Ale (APA)   12.0
## 212         293                        American IPA   12.0
## 213         307      American Double / Imperial IPA   16.0
## 214         104              Fruit / Vegetable Beer   12.0
## 215         104             American Pale Ale (APA)   12.0
## 216         104                        American IPA   12.0
## 217         104                               Other   12.0
## 218          77             American Pale Wheat Ale   12.0
## 219          77                            Rye Beer   16.0
## 220          77                             Witbier   16.0
## 221          77             American Pale Wheat Ale   16.0
## 222          77                        American IPA   16.0
## 223          77                  American Brown Ale   16.0
## 224          54        English India Pale Ale (IPA)   12.0
## 225          54      American Double / Imperial IPA   16.0
## 226          54                 American Blonde Ale   12.0
## 227          76                  American Black Ale   12.0
## 228          76                        American IPA   12.0
## 229          76 Extra Special / Strong Bitter (ESB)   12.0
## 230          76                        American IPA   12.0
## 231          76                  American Black Ale   12.0
## 232          76                     German Pilsener   12.0
## 233         279        English India Pale Ale (IPA)   12.0
## 234         279             American Pale Ale (APA)   12.0
## 235         464                        American IPA   12.0
## 236         464                      Czech Pilsener   12.0
## 237         464                     American Porter   12.0
## 238         464                          Hefeweizen   12.0
## 239         464                 American Blonde Ale   12.0
## 240         221                 American Strong Ale   16.0
## 241         221      American Double / Imperial IPA   12.0
## 242         221      California Common / Steam Beer   16.0
## 243         221            American Amber / Red Ale   16.0
## 244         478                        American IPA   12.0
## 245         478                      American Stout   12.0
## 246         478              Saison / Farmhouse Ale   12.0
## 247           9                      American Stout   16.0
## 248           9                        American IPA   16.0
## 249          41              Fruit / Vegetable Beer   12.0
## 250          41                        American IPA   16.0
## 251         520                      Czech Pilsener   12.0
## 252         520                        American IPA   12.0
## 253         337                        American IPA   12.0
## 254         337                    English Pale Ale   12.0
## 255         337             American Pale Wheat Ale   12.0
## 256         337                  American Brown Ale   12.0
## 257         337                  English Strong Ale   12.0
## 258         337                  American Brown Ale   12.0
## 259         337             American Pale Wheat Ale   12.0
## 260         337                        American IPA   12.0
## 261         337                 American Blonde Ale   12.0
## 262         337                    English Pale Ale   12.0
## 263         337             American Pale Wheat Ale   12.0
## 264         337                  American Brown Ale   12.0
## 265         222                        American IPA   12.0
## 266         222            American Amber / Red Ale   12.0
## 267         445             American Pale Ale (APA)   16.0
## 268         445                            Rye Beer   16.0
## 269         445      American Double / Imperial IPA   16.0
## 270         445                       Oatmeal Stout   16.0
## 271         445                        American IPA   16.0
## 272          71             American Pale Ale (APA)   16.0
## 273         408                  American Brown Ale   12.0
## 274         408             American Pale Ale (APA)   12.0
## 275         408                 American Blonde Ale   12.0
## 276          19                            Rye Beer   16.0
## 277         113                 American Blonde Ale   12.0
## 278         113                        American IPA   12.0
## 279         113                          Hefeweizen   12.0
## 280         113             American Pale Ale (APA)   12.0
## 281         295                 American Strong Ale   12.0
## 282         295                     American Porter   12.0
## 283         295              Saison / Farmhouse Ale   12.0
## 284         295            American Amber / Red Ale   12.0
## 285          80                  American Brown Ale   12.0
## 286          80            American Amber / Red Ale   12.0
## 287          96                            Rye Beer   12.0
## 288          13                        American IPA   12.0
## 289          13              Foreign / Export Stout   12.0
## 290          13             American Pale Wheat Ale   12.0
## 291          13                  American Brown Ale   12.0
## 292          13                        American IPA   12.0
## 293          13                           Cream Ale   12.0
## 294         381             American Pale Wheat Ale   12.0
## 295         381                    American Pilsner   12.0
## 296         381                  American Brown Ale   12.0
## 297         381            American Amber / Red Ale   12.0
## 298         381      American Double / Imperial IPA   12.0
## 299         381                     German Pilsener   12.0
## 300         381      American Double / Imperial IPA   12.0
## 301         381                      American Stout   12.0
## 302         381              Saison / Farmhouse Ale   12.0
## 303         381             American Pale Ale (APA)   12.0
## 304         381 Extra Special / Strong Bitter (ESB)   12.0
## 305         381 Extra Special / Strong Bitter (ESB)   12.0
## 306         381 Extra Special / Strong Bitter (ESB)   12.0
## 307         381             American Pale Ale (APA)   12.0
## 308         423                                Mead   12.0
## 309         423                                Mead   12.0
## 310         305      American Double / Imperial IPA   12.0
## 311         383             American Pale Ale (APA)   12.0
## 312         383 Extra Special / Strong Bitter (ESB)   12.0
## 313         383                     Euro Pale Lager   12.0
## 314         383             American Pale Ale (APA)   12.0
## 315         415                              Kölsch   12.0
## 316          78                      American Stout   12.0
## 317          78             American Pale Wheat Ale   12.0
## 318          78            American Amber / Red Ale   12.0
## 319          78             American Pale Ale (APA)   12.0
## 320         490                  American Black Ale   16.0
## 321         490                  American White IPA   12.0
## 322         490                 American Blonde Ale   12.0
## 323         490                        Vienna Lager   12.0
## 324         365           Dortmunder / Export Lager   12.0
## 325         365                             Altbier   12.0
## 326         365                         Schwarzbier   12.0
## 327         365                      Czech Pilsener   12.0
## 328         365                        Vienna Lager   12.0
## 329         379                        American IPA   12.0
## 330         379                           Cream Ale   12.0
## 331         379                  American Brown Ale   12.0
## 332         282                        American IPA   16.0
## 333         282                     Irish Dry Stout   16.0
## 334         526                 Munich Helles Lager   12.0
## 335         526                 Munich Helles Lager   12.0
## 336         108                        American IPA   12.0
## 337         108              Scotch Ale / Wee Heavy   16.0
## 338         108                      Czech Pilsener   16.0
## 339         108                Märzen / Oktoberfest   12.0
## 340         108        English India Pale Ale (IPA)   16.0
## 341         108                 American Blonde Ale   12.0
## 342         108                        American IPA   16.0
## 343         108                 American Blonde Ale   12.0
## 344         108                 American Blonde Ale   12.0
## 345         108 Extra Special / Strong Bitter (ESB)   12.0
## 346         108                 Munich Dunkel Lager   16.0
## 347         108             American Pale Ale (APA)   12.0
## 348         108                       Winter Warmer   12.0
## 349         108                     American Porter   16.0
## 350         108             American Pale Ale (APA)   12.0
## 351         108                  American Brown Ale   12.0
## 352         108                      Czech Pilsener   12.0
## 353         108                 American Blonde Ale   16.0
## 354         108                        American IPA   16.0
## 355         232                     American Porter   16.0
## 356         301                              Radler   12.0
## 357         301                        American IPA   16.0
## 358         301                             Witbier   12.0
## 359         301                                Bock   12.0
## 360         301                        Vienna Lager   16.0
## 361         301                        Vienna Lager   12.0
## 362         301                Märzen / Oktoberfest   12.0
## 363         301             American Pale Wheat Ale   12.0
## 364         301                        Vienna Lager   12.0
## 365         418             American Pale Ale (APA)   12.0
## 366         418             American Pale Ale (APA)   12.0
## 367         418             American Pale Ale (APA)   12.0
## 368          32                        American IPA   12.0
## 369         168             American Pale Ale (APA)   12.0
## 370         168                        American IPA   12.0
## 371         168               English Dark Mild Ale   12.0
## 372         220                     American Porter   12.0
## 373         220                     American Porter   12.0
## 374         220                        American IPA   12.0
## 375         220                          Hefeweizen   12.0
## 376         220            American Amber / Red Ale   12.0
## 377         208            American Amber / Red Ale   12.0
## 378         196                              Kölsch   16.0
## 379         392             American Pale Wheat Ale   12.0
## 380         392             American Pale Wheat Ale   12.0
## 381         392                        American IPA   12.0
## 382         392            American Amber / Red Ale   12.0
## 383         309              Fruit / Vegetable Beer   12.0
## 384         309                        American IPA   12.0
## 385         309                       Irish Red Ale   12.0
## 386         309             American Pale Wheat Ale   12.0
## 387          20             American Pale Ale (APA)   16.0
## 388          86            American Amber / Red Ale   16.0
## 389          11              Saison / Farmhouse Ale   16.0
## 390          11                    Belgian Pale Ale   16.0
## 391          11    American Double / Imperial Stout   16.0
## 392          11                        American IPA   16.0
## 393          11                           Rauchbier   16.0
## 394          11                      Bière de Garde   16.0
## 395          11                         Belgian IPA   16.0
## 396          11                          Doppelbock   16.0
## 397          11              Saison / Farmhouse Ale   16.0
## 398          11                             Witbier   16.0
## 399          11                         Belgian IPA   16.0
## 400          11              Saison / Farmhouse Ale   16.0
## 401          11                         Belgian IPA   16.0
## 402          11              Saison / Farmhouse Ale   16.0
## 403          11                            Rye Beer   16.0
## 404          11                        Dunkelweizen   16.0
## 405          11             Belgian Strong Pale Ale   16.0
## 406          11                              Dubbel   16.0
## 407          11                    Belgian Dark Ale   16.0
## 408          11                    Belgian Dark Ale   16.0
## 409          11                    Belgian Pale Ale   16.0
## 410          11                             Witbier   16.0
## 411          11                       Oatmeal Stout   16.0
## 412          11                     American Porter   16.0
## 413          11                    Quadrupel (Quad)   16.0
## 414          11                           Rauchbier   16.0
## 415          11                         Belgian IPA   16.0
## 416          11                    Belgian Dark Ale   16.0
## 417          11                         Belgian IPA   16.0
## 418          11                            Rye Beer   16.0
## 419          11                      American Stout   16.0
## 420          11              Fruit / Vegetable Beer   16.0
## 421          11                    Belgian Dark Ale   16.0
## 422          11                    Belgian Dark Ale   16.0
## 423          11                    Belgian Pale Ale   16.0
## 424          11                      Bière de Garde   16.0
## 425          11                    Belgian Dark Ale   16.0
## 426          11                             Witbier   16.0
## 427          11                      American Stout   16.0
## 428          11                         Belgian IPA   16.0
## 429          11                   American Wild Ale   16.0
## 430          11              Fruit / Vegetable Beer   16.0
## 431          11      American Double / Imperial IPA   16.0
## 432          11                      Bière de Garde   16.0
## 433          11                  American Black Ale   16.0
## 434          11              Saison / Farmhouse Ale   16.0
## 435          11                              Tripel   16.0
## 436          11                    Belgian Dark Ale   16.0
## 437          11            American Amber / Red Ale   16.0
## 438          11                    Quadrupel (Quad)   16.0
## 439          11    American Double / Imperial Stout   16.0
## 440          11                   American Wild Ale   16.0
## 441          11                      Bière de Garde   16.0
## 442          11              Russian Imperial Stout   16.0
## 443          11            American Amber / Red Ale   16.0
## 444          11              Saison / Farmhouse Ale   16.0
## 445          11                              Tripel   16.0
## 446          11                         Belgian IPA   16.0
## 447          11             Belgian Strong Dark Ale   16.0
## 448          11              Saison / Farmhouse Ale   16.0
## 449          11                    Belgian Pale Ale   16.0
## 450          11                         Belgian IPA   16.0
## 451         468             American Pale Ale (APA)   12.0
## 452         468             American Pale Wheat Ale   12.0
## 453          90            American Amber / Red Ale   16.0
## 454         494            American Amber / Red Ale   12.0
## 455         494             American Pale Ale (APA)   12.0
## 456         494                           Cream Ale   12.0
## 457         494                        American IPA   12.0
## 458         438        English India Pale Ale (IPA)   16.0
## 459         438               English Pale Mild Ale   12.0
## 460         438        English India Pale Ale (IPA)   12.0
## 461         438               English Pale Mild Ale   12.0
## 462         438          American Amber / Red Lager   16.0
## 463         438          American Amber / Red Lager   12.0
## 464         531                         Belgian IPA   16.0
## 465         531               Maibock / Helles Bock   16.0
## 466         531                  American Black Ale   16.0
## 467         531                         Schwarzbier   16.0
## 468         531            American Amber / Red Ale   16.0
## 469         531                Herbed / Spiced Beer   16.0
## 470         531                         Schwarzbier   16.0
## 471         358                 Munich Helles Lager   16.0
## 472          57             American Pale Ale (APA)   12.0
## 473         215                 American Blonde Ale   12.0
## 474         215                             Witbier   12.0
## 475         215      American Double / Imperial IPA   16.0
## 476          25                  American Brown Ale   16.0
## 477          25                  American Black Ale   16.0
## 478          25              Fruit / Vegetable Beer   24.0
## 479          25             American Pale Ale (APA)   12.0
## 480          25      American Double / Imperial IPA   12.0
## 481          25                           Cream Ale   12.0
## 482          25             American Pale Wheat Ale   16.0
## 483          25             American Pale Wheat Ale   16.0
## 484          25                        American IPA   16.0
## 485          25                        American IPA   16.0
## 486          25             American Pale Ale (APA)   16.0
## 487         198                 American Pale Lager   12.0
## 488         518             American Pale Ale (APA)   12.0
## 489         557                          Hefeweizen   12.0
## 490         557                        American IPA   12.0
## 491         557                  Milk / Sweet Stout   12.0
## 492         557             American Pale Ale (APA)   12.0
## 493           6    American Double / Imperial Stout   12.0
## 494           6                  American Brown Ale   12.0
## 495           6             American Pale Ale (APA)   12.0
## 496           6                              Kölsch   16.0
## 497           6                        American IPA   16.0
## 498           6      American Double / Imperial IPA   16.0
## 499         183                     American Porter   16.0
## 500         183                 American Blonde Ale   16.0
## 501         183            American Amber / Red Ale   16.0
## 502         183                        American IPA   16.0
## 503         183            American Amber / Red Ale   16.0
## 504         183                 American Blonde Ale   16.0
## 505         156                        American IPA   12.0
## 506         156                     American Porter   12.0
## 507         156             American Pale Ale (APA)   12.0
## 508         156              American Adjunct Lager   12.0
## 509         156            American Amber / Red Ale   12.0
## 510         156                        American IPA   12.0
## 511         156                        American IPA   12.0
## 512         156             American Pale Ale (APA)   12.0
## 513         156             American Pale Ale (APA)   12.0
## 514         156             American Pale Ale (APA)   12.0
## 515         156             American Pale Ale (APA)   12.0
## 516         156             American Pale Ale (APA)   12.0
## 517         156            American Amber / Red Ale   12.0
## 518         156                        American IPA   12.0
## 519         179                    American Pilsner   12.0
## 520         179                        American IPA   12.0
## 521         498                             Witbier   12.0
## 522         498            American Amber / Red Ale   12.0
## 523         498                 American Blonde Ale   12.0
## 524         498               English Dark Mild Ale   12.0
## 525         231                         Pumpkin Ale   16.0
## 526         231      American Double / Imperial IPA   16.0
## 527         231                        American IPA   12.0
## 528         231                     German Pilsener   12.0
## 529         231            American Amber / Red Ale   12.0
## 530         268            American Amber / Red Ale   16.0
## 531         268                 American Blonde Ale   16.0
## 532         193                  American Black Ale   12.0
## 533         193                        Vienna Lager   12.0
## 534         193                 Munich Helles Lager   12.0
## 535         193                        American IPA   12.0
## 536         193                 Munich Helles Lager   16.0
## 537         193                        American IPA   12.0
## 538         193                        Vienna Lager   12.0
## 539         193             American Pale Wheat Ale   12.0
## 540         193                        Vienna Lager   12.0
## 541         193             American Pale Ale (APA)   12.0
## 542         193                 American Pale Lager   12.0
## 543         505                 American Blonde Ale   12.0
## 544         505                 American Blonde Ale   12.0
## 545         505                 American Blonde Ale   12.0
## 546         180                       Winter Warmer   16.0
## 547         180        English India Pale Ale (IPA)   12.0
## 548         180                              Kölsch   12.0
## 549         223                  American Black Ale   16.0
## 550         223                  Berliner Weissbier   16.0
## 551         223      American Double / Imperial IPA   16.0
## 552         223                        American IPA   12.0
## 553         405                               Cider   16.0
## 554         405                               Cider   16.0
## 555         332                           Cream Ale   12.0
## 556         332                        American IPA   12.0
## 557         332                             Witbier   12.0
## 558         332                       Winter Warmer   12.0
## 559         332                             Witbier   12.0
## 560         332                        American IPA   12.0
## 561         332                           Cream Ale   12.0
## 562         286                             Witbier   16.0
## 563         286                        Scottish Ale   16.0
## 564          97                  American Brown Ale   12.0
## 565          97                     American Porter   12.0
## 566          30      American Double / Imperial IPA   16.0
## 567          30                                       16.0
## 568          30                        American IPA   16.0
## 569          30                         Smoked Beer   16.0
## 570          30             American Pale Ale (APA)   16.0
## 571          30                           Cream Ale   16.0
## 572         453                 American Blonde Ale   12.0
## 573         453            American Amber / Red Ale   12.0
## 574         123                             Altbier   12.0
## 575         123          American Amber / Red Lager   12.0
## 576         123                             Altbier   12.0
## 577         123             American Pale Ale (APA)   12.0
## 578         351                Herbed / Spiced Beer   16.0
## 579         351                        American IPA   16.0
## 580         351      American Double / Imperial IPA   16.0
## 581         351                  American Black Ale   16.0
## 582         237                            Rye Beer   24.0
## 583         237                      American Stout   12.0
## 584         237                              Kölsch   12.0
## 585         237                        American IPA   12.0
## 586         251                              Kölsch   16.0
## 587         251              Fruit / Vegetable Beer   16.0
## 588         251             American Pale Ale (APA)   16.0
## 589         251                   English Brown Ale   16.0
## 590         227                 American Strong Ale   16.0
## 591         227                Märzen / Oktoberfest   16.0
## 592         122                        American IPA   16.0
## 593         122              Fruit / Vegetable Beer   16.0
## 594         122                             Altbier   16.0
## 595         100      American Double / Imperial IPA   12.0
## 596         527                    American Pilsner   12.0
## 597         426                               Cider   12.0
## 598         426                               Cider   12.0
## 599         142                                Bock   12.0
## 600         142                        American IPA   12.0
## 601         142                  American Black Ale   12.0
## 602         142                  American Brown Ale   12.0
## 603         142                Märzen / Oktoberfest   12.0
## 604         142                     American Porter   12.0
## 605         142                        American IPA   12.0
## 606         142                        American IPA   12.0
## 607         142                        American IPA   12.0
## 608         142             American Pale Ale (APA)   12.0
## 609         142                        American IPA   12.0
## 610         142                        American IPA   12.0
## 611         142                        American IPA   12.0
## 612         142             American Pale Ale (APA)   12.0
## 613         142             American Pale Wheat Ale   16.0
## 614         142                        American IPA   12.0
## 615         142                        American IPA   12.0
## 616         142                     American Porter   12.0
## 617         142             American Pale Ale (APA)   12.0
## 618         142                   English Brown Ale   12.0
## 619         142                  American Brown Ale   12.0
## 620         142                 Munich Helles Lager   12.0
## 621         142            American Amber / Red Ale   12.0
## 622         142                        American IPA   12.0
## 623         142                             Witbier   12.0
## 624         146                         Light Lager   12.0
## 625         146                         Pumpkin Ale   12.0
## 626         146                             Witbier   12.0
## 627         146                 Munich Helles Lager   12.0
## 628         146                        American IPA   12.0
## 629         146                         Light Lager   12.0
## 630         146                    English Pale Ale   12.0
## 631         321                        American IPA   16.0
## 632         419                  American Black Ale   12.0
## 633         419             American Pale Wheat Ale   16.0
## 634         416                 American Blonde Ale   12.0
## 635         416                  American Brown Ale   12.0
## 636         102                              Kölsch   12.0
## 637         102                        American IPA   12.0
## 638         102            American Amber / Red Ale   12.0
## 639         102            American Amber / Red Ale   12.0
## 640         233              Fruit / Vegetable Beer   16.0
## 641         483                        American IPA   16.0
## 642         483                     German Pilsener   16.0
## 643         483                 American Blonde Ale   16.0
## 644         140                    American Pilsner   12.0
## 645         140            American Amber / Red Ale   12.0
## 646         140                       Oatmeal Stout   12.0
## 647         140 Extra Special / Strong Bitter (ESB)   12.0
## 648         513                 American Pale Lager   12.0
## 649         554                              Kölsch   12.0
## 650         516                 American Blonde Ale   16.0
## 651         516                       Oatmeal Stout   16.0
## 652         516                  American Black Ale   16.0
## 653          64             American Pale Ale (APA)   12.0
## 654          64             Belgian Strong Pale Ale   12.0
## 655          64                      American Stout   12.0
## 656          64            American Amber / Red Ale   12.0
## 657          64            American Amber / Red Ale   12.0
## 658          64                             Witbier   12.0
## 659          64             American Pale Ale (APA)   12.0
## 660          64            American Amber / Red Ale   12.0
## 661         248                        American IPA   12.0
## 662         248                  Berliner Weissbier   12.0
## 663         170                 American Blonde Ale   12.0
## 664         170                     American Porter   12.0
## 665         170             American Pale Ale (APA)   12.0
## 666         213            American Amber / Red Ale   12.0
## 667         213                Herbed / Spiced Beer   12.0
## 668         213                  American Brown Ale   12.0
## 669         213                 American Blonde Ale   12.0
## 670         213                           Cream Ale   12.0
## 671         213                     American Porter   12.0
## 672         213                        American IPA   12.0
## 673         473            American Amber / Red Ale   16.0
## 674         473                              Kölsch   16.0
## 675         316                 American Blonde Ale   16.0
## 676         316                             Witbier   16.0
## 677         316                        Scottish Ale   16.0
## 678         316                        American IPA   16.0
## 679         324                    English Pale Ale   12.0
## 680         324                              Kölsch   12.0
## 681         228              Scotch Ale / Wee Heavy   12.0
## 682         228                 American Blonde Ale   12.0
## 683         228                          Hefeweizen   12.0
## 684         228                     American Porter   12.0
## 685         228      American Double / Imperial IPA   12.0
## 686         228                        American IPA   12.0
## 687         228                    Belgian Pale Ale   12.0
## 688         228             American Pale Ale (APA)   12.0
## 689         452                        American IPA   16.0
## 690         452                        American IPA   16.0
## 691         359                        American IPA   16.0
## 692         555                 American Pale Lager   12.0
## 693         334                 American Blonde Ale   12.0
## 694         334             American Pale Ale (APA)   12.0
## 695         331            American Amber / Red Ale   12.0
## 696         128                     Euro Pale Lager   12.0
## 697         128                  American Brown Ale   12.0
## 698         128      American Double / Imperial IPA   12.0
## 699         128             American Pale Ale (APA)   12.0
## 700         128                       Baltic Porter   12.0
## 701         128              Saison / Farmhouse Ale   16.0
## 702         128                     German Pilsener   12.0
## 703         128                 American Blonde Ale   12.0
## 704         128                        American IPA   12.0
## 705         284                        American IPA   12.0
## 706         284               English Pale Mild Ale   12.0
## 707         454                     Irish Dry Stout   12.0
## 708         454                 American Blonde Ale   12.0
## 709         454                        American IPA   12.0
## 710         454                       Irish Red Ale   12.0
## 711         264                        American IPA   12.0
## 712         264                     American Porter   12.0
## 713         455             American Pale Ale (APA)   12.0
## 714          58                          Hefeweizen   12.0
## 715          58                    Abbey Single Ale   12.0
## 716          58                        American IPA   12.0
## 717          58                                Gose   12.0
## 718          58              Fruit / Vegetable Beer   12.0
## 719          58      American Double / Imperial IPA   12.0
## 720          58                    Abbey Single Ale   12.0
## 721         238             American Pale Ale (APA)   12.0
## 722         238             American Pale Ale (APA)   12.0
## 723         492            American Amber / Red Ale   16.0
## 724         492                  American Black Ale   16.0
## 725         492                        American IPA   16.0
## 726         492              Scotch Ale / Wee Heavy   16.0
## 727         320             American Pale Ale (APA)   12.0
## 728         312                        American IPA   16.0
## 729         489            American Amber / Red Ale   12.0
## 730         532                          Hefeweizen   16.0
## 731         532 Extra Special / Strong Bitter (ESB)   16.0
## 732         532      American Double / Imperial IPA   16.0
## 733         532             American Pale Ale (APA)   16.0
## 734         532                     Irish Dry Stout   16.0
## 735         532               English Dark Mild Ale   16.0
## 736         447                               Cider   12.0
## 737         447                               Cider   12.0
## 738         497                        American IPA   12.0
## 739         497              Fruit / Vegetable Beer   12.0
## 740         497                          Hefeweizen   12.0
## 741         497            American Amber / Red Ale   12.0
## 742         341                        American IPA   12.0
## 743         539             American Pale Wheat Ale   12.0
## 744         370                         Pumpkin Ale   16.0
## 745         370                        American IPA   16.0
## 746         370             American Pale Ale (APA)   16.0
## 747         370                         Pumpkin Ale   16.0
## 748         370              Fruit / Vegetable Beer   16.0
## 749         370                     German Pilsener   16.0
## 750         370                        American IPA   16.0
## 751         353 Extra Special / Strong Bitter (ESB)   16.0
## 752         517          American Amber / Red Lager   16.0
## 753         466                  American Brown Ale   12.0
## 754         474              American Adjunct Lager   16.0
## 755          82              Fruit / Vegetable Beer   12.0
## 756          82             American Pale Ale (APA)   12.0
## 757          82                 American Pale Lager   12.0
## 758          82                        American IPA   12.0
## 759         171                        American IPA   12.0
## 760         171                        American IPA   12.0
## 761          27                 American Blonde Ale   16.0
## 762          27                         Belgian IPA   16.0
## 763          27             American Pale Wheat Ale   16.0
## 764          27             American Pale Ale (APA)   16.0
## 765          27                     American Porter   16.0
## 766          27                      Czech Pilsener   16.0
## 767         174                  Berliner Weissbier   12.0
## 768         174      American Double / Imperial IPA   16.0
## 769         174             American Pale Ale (APA)   12.0
## 770         174                        American IPA   12.0
## 771         174             American Pale Ale (APA)   12.0
## 772         336             American Pale Ale (APA)   12.0
## 773         336                        Scottish Ale   12.0
## 774         336                        American IPA   12.0
## 775         225             American Pale Ale (APA)   12.0
## 776         225                        American IPA   16.0
## 777         406                      American Stout   16.0
## 778         406                    Belgian Pale Ale   16.0
## 779         406                          Roggenbier   16.0
## 780         406                              Kölsch   16.0
## 781         406                        American IPA   16.0
## 782         202            American Amber / Red Ale   16.0
## 783         202              Fruit / Vegetable Beer   16.0
## 784         202                        American IPA   16.0
## 785         202            American Amber / Red Ale   16.0
## 786         202      American Double / Imperial IPA   16.0
## 787         202                        Scottish Ale   16.0
## 788         173      American Double / Imperial IPA   12.0
## 789         173      American Double / Imperial IPA   16.0
## 790         173      American Double / Imperial IPA   16.0
## 791         173                     American Porter   16.0
## 792          37                       Kristalweizen   12.0
## 793          37                      Czech Pilsener   12.0
## 794          37                              Kölsch   12.0
## 795         257      American Double / Imperial IPA   16.0
## 796         257                  American Black Ale   16.0
## 797         257             Belgian Strong Dark Ale   16.0
## 798         257             American Pale Wheat Ale   16.0
## 799         257                      American Stout   16.0
## 800         257            American Amber / Red Ale   16.0
## 801         257             American Pale Ale (APA)   16.0
## 802         257                        American IPA   16.0
## 803         257             American Pale Ale (APA)   16.0
## 804         257                 American Blonde Ale   16.0
## 805          49                        American IPA   12.0
## 806          49                        American IPA   12.0
## 807          49                     German Pilsener   12.0
## 808          49                 American Blonde Ale   12.0
## 809          49                 American Blonde Ale   12.0
## 810          17                          Doppelbock   16.0
## 811          17                 American Blonde Ale   16.0
## 812          17                        American IPA   16.0
## 813         533                        American IPA   12.0
## 814          55             American Pale Ale (APA)   16.0
## 815         522                        American IPA   12.0
## 816         522                 American Pale Lager   12.0
## 817          51                     American Porter   12.0
## 818          51                        American IPA   12.0
## 819         280              Saison / Farmhouse Ale   12.0
## 820         280                        American IPA   12.0
## 821         280                     American Porter   12.0
## 822         280                 American Blonde Ale   12.0
## 823         218                             Witbier   12.0
## 824         218                        American IPA   12.0
## 825         207                    Belgian Pale Ale   12.0
## 826         207                        American IPA   12.0
## 827         207                        American IPA   16.0
## 828         207                        American IPA   16.0
## 829         207                  American Black Ale   16.0
## 830         207                        American IPA   16.0
## 831         207             American Pale Ale (APA)   16.0
## 832         207                             Witbier   16.0
## 833         207             American Pale Ale (APA)   16.0
## 834         207    American Double / Imperial Stout   16.0
## 835         207          American Amber / Red Lager   16.0
## 836         207                        American IPA   16.0
## 837         152            American Amber / Red Ale   12.0
## 838           5             American Pale Wheat Ale   12.0
## 839           5            American Amber / Red Ale   12.0
## 840           5                              Kölsch   12.0
## 841           5                        American IPA   12.0
## 842          16              Scotch Ale / Wee Heavy   12.0
## 843          16                        American IPA   12.0
## 844          16                        American IPA   12.0
## 845         288                        American IPA   12.0
## 846         288                     American Porter   12.0
## 847         288                 American Blonde Ale   12.0
## 848          23                       Oatmeal Stout   16.0
## 849          23                    Belgian Pale Ale   16.0
## 850          23                        American IPA   16.0
## 851          23                        American IPA   16.0
## 852         349                 American Pale Lager   12.0
## 853         161                              Kölsch   12.0
## 854         161                                       12.0
## 855         161                     American Porter   12.0
## 856         161              Fruit / Vegetable Beer   12.0
## 857         161                        American IPA   12.0
## 858         161                        Scottish Ale   12.0
## 859         161                              Kölsch   12.0
## 860         106                     American Porter   12.0
## 861         106             American Pale Wheat Ale   12.0
## 862         106             American Pale Ale (APA)   12.0
## 863         106                  American White IPA   12.0
## 864         254            American Amber / Red Ale   12.0
## 865         254                        American IPA   12.0
## 866         254                 Munich Helles Lager   12.0
## 867          67                                       12.0
## 868          67                  American Brown Ale   12.0
## 869          67                             Witbier   12.0
## 870          67                 Munich Helles Lager   12.0
## 871          67            American Amber / Red Ale   12.0
## 872          67                             Witbier   12.0
## 873          67                        American IPA   12.0
## 874          67                  Berliner Weissbier   12.0
## 875         461                        American IPA   12.0
## 876         461             American Pale Ale (APA)   12.0
## 877         461                  English Strong Ale   12.0
## 878         461              Saison / Farmhouse Ale   12.0
## 879         461             American Pale Ale (APA)   12.0
## 880         461             American Pale Ale (APA)   12.0
## 881         461                        American IPA   12.0
## 882         434                              Kölsch   12.0
## 883         434              Scotch Ale / Wee Heavy   12.0
## 884         434 Extra Special / Strong Bitter (ESB)   12.0
## 885         181                        American IPA   16.0
## 886         348             American Pale Ale (APA)   12.0
## 887         229                        American IPA   12.0
## 888         229                 American Blonde Ale   12.0
## 889         229            American Amber / Red Ale   12.0
## 890         107                        American IPA   12.0
## 891         241                 American Pale Lager   16.0
## 892         241              Saison / Farmhouse Ale   12.0
## 893         241                        American IPA   16.0
## 894         241                        American IPA   16.0
## 895         241                        American IPA   16.0
## 896         241                        American IPA   16.0
## 897         241                          Hefeweizen   16.0
## 898         241                        American IPA   16.0
## 899         241                        American IPA   12.0
## 900         241                              Kölsch   16.0
## 901         241                  American Brown Ale   16.0
## 902         241                        American IPA   16.0
## 903         241                        American IPA   16.0
## 904         241                        American IPA   16.0
## 905         241                          Hefeweizen   16.0
## 906          40                     American Porter   16.0
## 907         465                        American IPA   12.0
## 908         465             American Pale Wheat Ale   12.0
## 909         479             American Pale Ale (APA)   12.0
## 910         479      American Double / Imperial IPA   12.0
## 911         479                       Oatmeal Stout   12.0
## 912         479                        American IPA   12.0
## 913         479                  American Brown Ale   12.0
## 914         195             American Pale Ale (APA)   12.0
## 915         197                        American IPA   12.0
## 916          89             American Pale Ale (APA)   16.0
## 917          89             American Pale Ale (APA)   12.0
## 918          89             American Pale Wheat Ale   16.0
## 919          89             American Pale Wheat Ale   12.0
## 920          89             American Pale Wheat Ale   12.0
## 921         421                 American Pale Lager   12.0
## 922         537             American Pale Wheat Ale   12.0
## 923         537                    American Pilsner   12.0
## 924         537            American Amber / Red Ale   12.0
## 925         537                        American IPA   12.0
## 926         214             American Pale Wheat Ale   12.0
## 927         214                   English Brown Ale   12.0
## 928         214             American Pale Ale (APA)   12.0
## 929         166                 American Blonde Ale   16.0
## 930         166              Fruit / Vegetable Beer   16.0
## 931         166                     American Porter   16.0
## 932         166                        American IPA   16.0
## 933         166           Dortmunder / Export Lager   16.0
## 934         166                 American Blonde Ale   16.0
## 935         166                     American Porter   16.0
## 936         166                Märzen / Oktoberfest   16.0
## 937         166                  American Brown Ale   16.0
## 938         166              Fruit / Vegetable Beer   16.0
## 939         166           Dortmunder / Export Lager   16.0
## 940         166             American Dark Wheat Ale   16.0
## 941         166                             Witbier   16.0
## 942         166                      American Stout   16.0
## 943         166                       English Stout   16.0
## 944         166                     American Porter   16.0
## 945         166                     Euro Dark Lager   16.0
## 946         166               English Dark Mild Ale   16.0
## 947         166                        American IPA   16.0
## 948         166                 American Blonde Ale   16.0
## 949           7             American Pale Ale (APA)   12.0
## 950           7                             Old Ale   12.0
## 951           7             American Pale Wheat Ale   12.0
## 952           7                        American IPA   12.0
## 953           7                              Tripel   12.0
## 954           7                        American IPA   12.0
## 955           7              Russian Imperial Stout   12.0
## 956           7              Saison / Farmhouse Ale   12.0
## 957           7                        American IPA   12.0
## 958         544                 American Pale Lager   24.0
## 959         544                 American Pale Lager   12.0
## 960         270             American Pale Ale (APA)   12.0
## 961         270                 American Pale Lager   12.0
## 962         366              Fruit / Vegetable Beer   12.0
## 963         366                  American Brown Ale   16.0
## 964         366                 American Blonde Ale   12.0
## 965         366                 American Blonde Ale   12.0
## 966         366                        Vienna Lager   12.0
## 967         366                       Irish Red Ale   16.0
## 968         366                        Vienna Lager   16.0
## 969         366                             Witbier   16.0
## 970         366                       Irish Red Ale   16.0
## 971         366             American Pale Ale (APA)   16.0
## 972         366                            Rye Beer   16.0
## 973         366                  American Brown Ale   16.0
## 974         366                        American IPA   16.0
## 975         366                Märzen / Oktoberfest   16.0
## 976         366            American Amber / Red Ale   16.0
## 977         366                      American Stout   16.0
## 978         366             American Pale Ale (APA)   16.0
## 979         366                       Irish Red Ale   16.0
## 980         467             American Pale Ale (APA)   12.0
## 981         157             American Pale Ale (APA)   12.0
## 982         157                  American Black Ale   12.0
## 983          87                Märzen / Oktoberfest   16.0
## 984          87      American Double / Imperial IPA   12.0
## 985         380                Märzen / Oktoberfest   16.0
## 986         380             American Pale Ale (APA)   12.0
## 987         380                             Witbier   16.0
## 988         380                 American Blonde Ale   16.0
## 989         380                     American Porter   16.0
## 990         380             American Pale Ale (APA)   12.0
## 991         380                           Cream Ale   12.0
## 992         125             American Pale Wheat Ale   16.0
## 993         125                       Winter Warmer   16.0
## 994         125                         Pumpkin Ale   16.0
## 995         125                      Czech Pilsener   16.0
## 996         125            American Amber / Red Ale   16.0
## 997         125                        American IPA   16.0
## 998         125             American Pale Ale (APA)   16.0
## 999         125                        American IPA   12.0
## 1000        125                              Tripel   16.0
## 1001        145                             Altbier   12.0
## 1002        291                        American IPA   12.0
## 1003        291             American Pale Ale (APA)   12.0
## 1004        328                        American IPA   16.0
## 1005        328  American Double / Imperial Pilsner   16.0
## 1006        328                     German Pilsener   16.0
## 1007        328             American Pale Wheat Ale   16.0
## 1008        328        English India Pale Ale (IPA)   16.0
## 1009        328                  American Brown Ale   16.0
## 1010        328                 American Blonde Ale   16.0
## 1011        328             American Pale Ale (APA)   16.0
## 1012        249                        American IPA   12.0
## 1013        249                 American Blonde Ale   12.0
## 1014        477              Fruit / Vegetable Beer   12.0
## 1015        477                 Munich Helles Lager   12.0
## 1016        344                        American IPA   16.0
## 1017        344                           Cream Ale   12.0
## 1018        344             American Pale Ale (APA)   12.0
## 1019        235                Herbed / Spiced Beer   12.0
## 1020        235                  American White IPA   12.0
## 1021        235                               Cider   12.0
## 1022        235                              Kölsch   12.0
## 1023        235                        American IPA   12.0
## 1024        235                         Pumpkin Ale   12.0
## 1025        235                Märzen / Oktoberfest   12.0
## 1026        235                        American IPA   12.0
## 1027        235                              Kölsch   12.0
## 1028        235             American Pale Wheat Ale   12.0
## 1029        235                              Kölsch   12.0
## 1030        235                        American IPA   12.0
## 1031        536                 American Blonde Ale   12.0
## 1032        536                             Witbier   12.0
## 1033        205                 American Blonde Ale   12.0
## 1034        205             American Pale Ale (APA)   12.0
## 1035        205                  American Brown Ale   19.2
## 1036        205                  American Brown Ale   12.0
## 1037        205                    Flanders Red Ale   19.2
## 1038        281                         Belgian IPA   16.0
## 1039        281                 American Pale Lager   16.0
## 1040        281      American Double / Imperial IPA   16.0
## 1041        480                        American IPA   12.0
## 1042        480                Märzen / Oktoberfest   12.0
## 1043        480                           Cream Ale   12.0
## 1044        424                           Cream Ale   16.0
## 1045        424                        American IPA   16.0
## 1046        424    American Double / Imperial Stout   16.0
## 1047        169                    American Pilsner   12.0
## 1048        169             American Pale Ale (APA)   12.0
## 1049        501             American Pale Wheat Ale   12.0
## 1050        501              Fruit / Vegetable Beer   12.0
## 1051        501            American Amber / Red Ale   12.0
## 1052        363             American Pale Ale (APA)   16.0
## 1053        363                      Czech Pilsener   16.0
## 1054        363                 American Blonde Ale   16.0
## 1055        363            American Amber / Red Ale   16.0
## 1056        363              Saison / Farmhouse Ale   16.0
## 1057        350                  American White IPA   16.0
## 1058        298              Saison / Farmhouse Ale   12.0
## 1059        298                  American Brown Ale   12.0
## 1060        298                        American IPA   12.0
## 1061        199                 American Blonde Ale   12.0
## 1062        199                 American Strong Ale   12.0
## 1063        199                        American IPA   12.0
## 1064        199                 American Blonde Ale   12.0
## 1065        199                 American Pale Lager   12.0
## 1066        199                        American IPA   12.0
## 1067        199                        American IPA   12.0
## 1068        199                 American Blonde Ale   12.0
## 1069        396                        American IPA   12.0
## 1070        396                 American Pale Lager   12.0
## 1071        396                             Altbier   12.0
## 1072        396             American Pale Ale (APA)   12.0
## 1073        137                     American Porter   12.0
## 1074         81                               Cider   16.0
## 1075         81                              Radler   16.0
## 1076         81             American Pale Wheat Ale   16.0
## 1077         81             American Pale Wheat Ale   16.0
## 1078         81             American Pale Wheat Ale   16.0
## 1079         81             American Pale Wheat Ale   16.0
## 1080         81             American Pale Wheat Ale   16.0
## 1081         81             American Pale Wheat Ale   16.0
## 1082         81             American Pale Wheat Ale   16.0
## 1083         81             American Pale Wheat Ale   16.0
## 1084         81             American Pale Wheat Ale   16.0
## 1085         81             American Pale Wheat Ale   16.0
## 1086         81             American Pale Wheat Ale   16.0
## 1087         81             American Pale Wheat Ale   16.0
## 1088         81            American Amber / Red Ale   16.0
## 1089         81                      American Stout   16.0
## 1090         81                        American IPA   16.0
## 1091         81                 American Strong Ale   16.0
## 1092         81                  American White IPA   16.0
## 1093         81            American Amber / Red Ale   16.0
## 1094         81                 American Strong Ale   16.0
## 1095         81                      Czech Pilsener   16.0
## 1096         81                        American IPA   16.0
## 1097        121             American Pale Wheat Ale   12.0
## 1098        121                          Hefeweizen   12.0
## 1099        121                Märzen / Oktoberfest   16.0
## 1100        446             American Pale Ale (APA)   12.0
## 1101        446                        Vienna Lager   12.0
## 1102        278                        American IPA   12.0
## 1103        278                       Winter Warmer   12.0
## 1104        278              Fruit / Vegetable Beer   12.0
## 1105        278             American Pale Wheat Ale   12.0
## 1106        278                  American Black Ale   12.0
## 1107        278             American Pale Ale (APA)   12.0
## 1108        141            American Amber / Red Ale   12.0
## 1109        141             American Pale Ale (APA)   12.0
## 1110        141                             Witbier   12.0
## 1111         24             American Pale Ale (APA)   12.0
## 1112        243                        American IPA   12.0
## 1113        243                           Cream Ale   12.0
## 1114        528                 American Blonde Ale   12.0
## 1115        528                        American IPA   12.0
## 1116        528             American Pale Ale (APA)   12.0
## 1117        124                 American Blonde Ale   12.0
## 1118        317                        American IPA   16.0
## 1119          3          Keller Bier / Zwickel Bier   16.0
## 1120          3                 American Pale Lager   12.0
## 1121          3           American India Pale Lager   16.0
## 1122          3           American India Pale Lager   12.0
## 1123          3           American India Pale Lager   12.0
## 1124        417                               Cider   12.0
## 1125        417                               Cider   12.0
## 1126        313             American Pale Ale (APA)   12.0
## 1127         93              Fruit / Vegetable Beer   12.0
## 1128         93                        American IPA   12.0
## 1129         93                        American IPA   12.0
## 1130         93            American Amber / Red Ale   12.0
## 1131         93                   English Brown Ale   12.0
## 1132        115                        American IPA   12.0
## 1133         33                 American Strong Ale   12.0
## 1134         33                          Hefeweizen   12.0
## 1135         33                     American Porter   12.0
## 1136         33             American Pale Ale (APA)   12.0
## 1137         33                 American Blonde Ale   12.0
## 1138         33                        American IPA   12.0
## 1139        234                          Hefeweizen   12.0
## 1140        234             American Pale Ale (APA)   12.0
## 1141        234      American Double / Imperial IPA   12.0
## 1142        234              American Adjunct Lager   12.0
## 1143        209                        American IPA   12.0
## 1144        209                          Doppelbock   12.0
## 1145        126                          Hefeweizen   12.0
## 1146        126                 Munich Dunkel Lager   12.0
## 1147        126             American Pale Ale (APA)   12.0
## 1148        126                Märzen / Oktoberfest   12.0
## 1149        126                              Kölsch   12.0
## 1150        126              Saison / Farmhouse Ale   12.0
## 1151        126      American Double / Imperial IPA   12.0
## 1152        126          American Amber / Red Lager   12.0
## 1153        126                          Hefeweizen   12.0
## 1154        126                        American IPA   12.0
## 1155        343                     Euro Dark Lager   12.0
## 1156        343                        American IPA   12.0
## 1157        343                      Czech Pilsener   12.0
## 1158        459                        Scottish Ale   12.0
## 1159        459                 American Blonde Ale   12.0
## 1160        459                        American IPA   12.0
## 1161        459                        Scottish Ale   12.0
## 1162        511              Scotch Ale / Wee Heavy   16.0
## 1163        511                        American IPA   16.0
## 1164        511                        American IPA   16.0
## 1165        511             American Pale Ale (APA)   16.0
## 1166        511                        American IPA   16.0
## 1167        511              Scotch Ale / Wee Heavy   16.0
## 1168         85                             Witbier   12.0
## 1169         85             American Pale Ale (APA)   12.0
## 1170         85                        Scottish Ale   12.0
## 1171         85                  American Brown Ale   12.0
## 1172         85                  American Brown Ale   12.0
## 1173         85                 American Blonde Ale   12.0
## 1174         85            American Amber / Red Ale   12.0
## 1175        103            American Amber / Red Ale   12.0
## 1176        103                      Czech Pilsener   12.0
## 1177        103                        American IPA   12.0
## 1178        103                          Hefeweizen   12.0
## 1179        103                 American Blonde Ale   12.0
## 1180         88                        American IPA   16.0
## 1181         88             American Pale Wheat Ale   16.0
## 1182        440          American Amber / Red Lager   24.0
## 1183        440          American Amber / Red Lager   16.0
## 1184        440          American Amber / Red Lager   12.0
## 1185        440          American Amber / Red Lager   12.0
## 1186        506             American Dark Wheat Ale   12.0
## 1187        355             Belgian Strong Dark Ale   16.0
## 1188        333                          Hefeweizen   16.0
## 1189        333                        American IPA   16.0
## 1190        546               Maibock / Helles Bock   12.0
## 1191        546                              Kölsch   12.0
## 1192         60                          Hefeweizen   12.0
## 1193         60                        American IPA   12.0
## 1194         60            American Amber / Red Ale   12.0
## 1195         60                   English Brown Ale   12.0
## 1196        219                           Cream Ale   12.0
## 1197        219                    American Pilsner   12.0
## 1198        219                        American IPA   12.0
## 1199        346                        American IPA   12.0
## 1200        346                        American IPA   12.0
## 1201        407                      Czech Pilsener   16.0
## 1202        538                              Kölsch   12.0
## 1203        538                        American IPA   12.0
## 1204        538            American Amber / Red Ale   12.0
## 1205        538                          Hefeweizen   12.0
## 1206        538                        Scottish Ale   12.0
## 1207        245                     German Pilsener   16.0
## 1208        245              Saison / Farmhouse Ale   16.0
## 1209        299                      American Stout   12.0
## 1210        299            American Amber / Red Ale   12.0
## 1211        299              Fruit / Vegetable Beer   12.0
## 1212        299                        American IPA   12.0
## 1213        105             American Pale Ale (APA)   12.0
## 1214        150                     American Porter   12.0
## 1215        150                      American Stout   16.0
## 1216        150             American Pale Ale (APA)   12.0
## 1217        150                          Hefeweizen   12.0
## 1218        150                  American Brown Ale   12.0
## 1219        269        English India Pale Ale (IPA)   12.0
## 1220        269            American Amber / Red Ale   12.0
## 1221        269                             Altbier   16.0
## 1222        269              Fruit / Vegetable Beer   12.0
## 1223        269                             Altbier   12.0
## 1224         42                                Gose   16.0
## 1225         42                     German Pilsener   16.0
## 1226         42                        American IPA   16.0
## 1227         42                        American IPA   16.0
## 1228        431                        American IPA   12.0
## 1229        431                      Czech Pilsener   12.0
## 1230        378                      American Stout   16.0
## 1231        457                          Hefeweizen   16.0
## 1232        457             American Pale Ale (APA)   16.0
## 1233        457                 American Blonde Ale   16.0
## 1234        246               English Dark Mild Ale   12.0
## 1235        246                    Belgian Pale Ale   12.0
## 1236        159             American Pale Ale (APA)   12.0
## 1237        159                    American Pilsner   12.0
## 1238        159                        American IPA   12.0
## 1239        159            American Amber / Red Ale   12.0
## 1240        486             American Pale Ale (APA)   12.0
## 1241        486            American Amber / Red Ale   12.0
## 1242        401             American Pale Ale (APA)   12.0
## 1243        401                  American Brown Ale   12.0
## 1244         92      American Double / Imperial IPA   12.0
## 1245         92                 American Blonde Ale   12.0
## 1246         92                       Winter Warmer   12.0
## 1247         92              Fruit / Vegetable Beer   16.0
## 1248         92                              Kölsch   12.0
## 1249         92             American Pale Ale (APA)   12.0
## 1250         92                        American IPA   12.0
## 1251         92                  American Brown Ale   12.0
## 1252         92            American Amber / Red Ale   12.0
## 1253        304              Fruit / Vegetable Beer   16.0
## 1254        304                          Hefeweizen   12.0
## 1255        304              Fruit / Vegetable Beer   12.0
## 1256        535                     German Pilsener   12.0
## 1257        535                        American IPA   12.0
## 1258        535                     German Pilsener   12.0
## 1259        535            American Amber / Red Ale   12.0
## 1260        357                       Winter Warmer   12.0
## 1261        357                Märzen / Oktoberfest   12.0
## 1262        357                    Belgian Pale Ale   12.0
## 1263        357                        American IPA   12.0
## 1264        357                         Pumpkin Ale   12.0
## 1265        357             American Pale Wheat Ale   12.0
## 1266        357                              Tripel   12.0
## 1267        357              Fruit / Vegetable Beer   12.0
## 1268        357      American Double / Imperial IPA   12.0
## 1269        347      American Double / Imperial IPA   12.0
## 1270        347                        American IPA   12.0
## 1271        347                 American Blonde Ale   12.0
## 1272        347                  American Brown Ale   12.0
## 1273        347             American Pale Ale (APA)   12.0
## 1274        444                     German Pilsener   12.0
## 1275        444                        American IPA   12.0
## 1276        318                        American IPA   16.0
## 1277        318             American Pale Ale (APA)   16.0
## 1278        318              Russian Imperial Stout   16.0
## 1279        318             American Pale Ale (APA)   16.0
## 1280        318      American Double / Imperial IPA   16.0
## 1281        162              Saison / Farmhouse Ale   16.0
## 1282        162                      American Stout   16.0
## 1283        162            American Amber / Red Ale   16.0
## 1284        162      American Double / Imperial IPA   16.0
## 1285        162      American Double / Imperial IPA   12.0
## 1286        162                            Rye Beer   16.0
## 1287        162              Saison / Farmhouse Ale   12.0
## 1288        162                      American Stout   12.0
## 1289        300                        American IPA   12.0
## 1290        300                              Shandy   12.0
## 1291        300                        American IPA   16.0
## 1292        300                     German Pilsener   12.0
## 1293        300                         Light Lager   12.0
## 1294        300                         Light Lager   12.0
## 1295        300                 American Pale Lager   12.0
## 1296        300              Fruit / Vegetable Beer   12.0
## 1297        300                 American Blonde Ale   12.0
## 1298        300                        American IPA   12.0
## 1299        300             American Pale Wheat Ale   12.0
## 1300        300                    English Pale Ale   12.0
## 1301        300                    English Pale Ale   16.0
## 1302        376                  American Brown Ale   12.0
## 1303        376                      Czech Pilsener   12.0
## 1304        376              Saison / Farmhouse Ale   12.0
## 1305        376             Belgian Strong Dark Ale   12.0
## 1306        376              Fruit / Vegetable Beer   12.0
## 1307        376            American Amber / Red Ale   12.0
## 1308        376                             Witbier   12.0
## 1309        376                        American IPA   12.0
## 1310        376             American Pale Wheat Ale   12.0
## 1311        376                 Munich Helles Lager   12.0
## 1312        376                     American Porter   12.0
## 1313        376                        American IPA   12.0
## 1314        449                     American Porter   12.0
## 1315        449                             Witbier   12.0
## 1316        449             American Pale Ale (APA)   12.0
## 1317        255                               Cider   16.0
## 1318        255                               Cider   16.0
## 1319        255                               Cider   16.0
## 1320        204                        American IPA   19.2
## 1321        204                        American IPA   12.0
## 1322        204                 American Blonde Ale   12.0
## 1323        204                     American Porter   12.0
## 1324        204            American Amber / Red Ale   12.0
## 1325        204             American Pale Ale (APA)   12.0
## 1326        394              Fruit / Vegetable Beer   12.0
## 1327        394                  American Brown Ale   12.0
## 1328        394                        American IPA   12.0
## 1329        394                 American Blonde Ale   12.0
## 1330        553            American Amber / Red Ale   12.0
## 1331        224                        American IPA   12.0
## 1332        224                        American IPA   12.0
## 1333        224                             Witbier   12.0
## 1334        224                  American Brown Ale   12.0
## 1335        224                        American IPA   12.0
## 1336          4      American Double / Imperial IPA   16.0
## 1337          4                        American IPA   16.0
## 1338          4                           Wheat Ale   16.0
## 1339          4      American Double / Imperial IPA   16.0
## 1340          4                           Cream Ale   16.0
## 1341          4                              Kölsch   16.0
## 1342         66      American Double / Imperial IPA   24.0
## 1343         66                        American IPA   24.0
## 1344         66                        American IPA   24.0
## 1345         66                         Belgian IPA   24.0
## 1346         66              Saison / Farmhouse Ale   24.0
## 1347         66                  Berliner Weissbier   24.0
## 1348         66                        American IPA   24.0
## 1349         66             American Pale Ale (APA)   24.0
## 1350        364                    American Pilsner   12.0
## 1351        364                        American IPA   12.0
## 1352        441                             Witbier   16.0
## 1353        441                       Irish Red Ale   16.0
## 1354        441             American Pale Ale (APA)   16.0
## 1355        285      American Double / Imperial IPA   16.0
## 1356        285            American Amber / Red Ale   16.0
## 1357        285                        American IPA   16.0
## 1358        285              Saison / Farmhouse Ale   16.0
## 1359        285                             Witbier   16.0
## 1360        285                        Vienna Lager   16.0
## 1361        285            American Amber / Red Ale   16.0
## 1362        135                American Malt Liquor   24.0
## 1363        135                                Bock   16.0
## 1364        135                         Light Lager   12.0
## 1365        135                 American Pale Lager   12.0
## 1366        135                 American Pale Lager   16.0
## 1367        135                 American Pale Lager   12.0
## 1368        135                 American Pale Lager   16.0
## 1369        135                 American Pale Lager   12.0
## 1370        135                 American Pale Lager   12.0
## 1371        135              American Adjunct Lager   24.0
## 1372        135                         Light Lager   12.0
## 1373        135              American Adjunct Lager   12.0
## 1374        135              American Adjunct Lager   12.0
## 1375         99                    Belgian Pale Ale   32.0
## 1376         99                        American IPA   32.0
## 1377         99             American Pale Ale (APA)   32.0
## 1378         99      American Double / Imperial IPA   32.0
## 1379        400                  American Brown Ale   16.0
## 1380        400             American Pale Wheat Ale   16.0
## 1381        400      California Common / Steam Beer   16.0
## 1382        400                        American IPA   16.0
## 1383        548                   English Brown Ale   24.0
## 1384        548             American Pale Ale (APA)   24.0
## 1385        190             American Pale Ale (APA)   12.0
## 1386        210                        American IPA   16.0
## 1387        210                        American IPA   16.0
## 1388        210             American Pale Ale (APA)   16.0
## 1389        210            American Amber / Red Ale   16.0
## 1390        210              Saison / Farmhouse Ale   16.0
## 1391        210             American Pale Wheat Ale   16.0
## 1392        210                      American Stout   16.0
## 1393        210            American Amber / Red Ale   16.0
## 1394        550            American Amber / Red Ale   12.0
## 1395        515                  American Brown Ale   16.0
## 1396        515      American Double / Imperial IPA   16.0
## 1397        515             American Pale Ale (APA)   16.0
## 1398        277                 American Blonde Ale   12.0
## 1399        277 Extra Special / Strong Bitter (ESB)   12.0
## 1400        327                 Munich Helles Lager   12.0
## 1401        327                Märzen / Oktoberfest   12.0
## 1402        327             American Pale Wheat Ale   12.0
## 1403        327                         Schwarzbier   12.0
## 1404        327                     German Pilsener   12.0
## 1405        112                           Cream Ale   12.0
## 1406        541             American Pale Ale (APA)   12.0
## 1407        541                          Hefeweizen   12.0
## 1408        189                 American Blonde Ale   12.0
## 1409        189                        American IPA   12.0
## 1410        261            American Amber / Red Ale   16.0
## 1411        508                             Witbier   12.0
## 1412        508                        American IPA   12.0
## 1413        508                         Light Lager   12.0
## 1414        508                             Witbier   12.0
## 1415        508                          Hefeweizen   12.0
## 1416        367          American Amber / Red Lager   12.0
## 1417        367                 American Pale Lager   12.0
## 1418        367                 American Pale Lager   12.0
## 1419        367                 American Blonde Ale   12.0
## 1420        367             American Pale Wheat Ale   12.0
## 1421        144                         Light Lager   16.0
## 1422        144                    American Pilsner   16.0
## 1423        144                  Milk / Sweet Stout   16.0
## 1424        144                     German Pilsener   16.0
## 1425        144             American Pale Wheat Ale   12.0
## 1426        144                           Cream Ale   16.0
## 1427        144             American Pale Wheat Ale   16.0
## 1428        144                     American Porter   16.0
## 1429        144                                Bock   16.0
## 1430        144                Märzen / Oktoberfest   16.0
## 1431        388                 American Blonde Ale   16.0
## 1432        388                  American Black Ale   16.0
## 1433        388      American Double / Imperial IPA   16.0
## 1434        388      American Double / Imperial IPA   16.0
## 1435        388                  American Black Ale   16.0
## 1436        388                 American Blonde Ale   16.0
## 1437        338                         Pumpkin Ale   12.0
## 1438        338                        American IPA   12.0
## 1439        338                          Hefeweizen   12.0
## 1440        338                   English Brown Ale   12.0
## 1441        338             American Pale Ale (APA)   12.0
## 1442        326                        American IPA   12.0
## 1443        326                     German Pilsener   12.0
## 1444         83                        American IPA   12.0
## 1445         83                        American IPA   12.0
## 1446         83                 American Pale Lager   12.0
## 1447         83                     Euro Dark Lager   12.0
## 1448         83                      Czech Pilsener   12.0
## 1449         83          American Amber / Red Lager   12.0
## 1450         83             American Pale Wheat Ale   16.0
## 1451         83             American Pale Wheat Ale   12.0
## 1452         83            American Amber / Red Ale   12.0
## 1453         83                 American Pale Lager   12.0
## 1454         83            American Amber / Red Ale   12.0
## 1455         83                 American Pale Lager   16.0
## 1456         83                        American IPA   16.0
## 1457         83            American Amber / Red Ale   16.0
## 1458         83                        American IPA   12.0
## 1459         83             American Pale Wheat Ale   12.0
## 1460         83            American Amber / Red Ale   12.0
## 1461        411                  Berliner Weissbier   12.0
## 1462        411                        American IPA   12.0
## 1463        411                    American Pilsner   12.0
## 1464        411            American Amber / Red Ale   12.0
## 1465        411                    Belgian Pale Ale   12.0
## 1466        411      American Double / Imperial IPA   12.0
## 1467        411                    Belgian Pale Ale   16.0
## 1468        411      American Double / Imperial IPA   16.0
## 1469        411                    American Pilsner   12.0
## 1470        411            American Amber / Red Ale   12.0
## 1471        411                        American IPA   12.0
## 1472        175             American Pale Ale (APA)   12.0
## 1473        175                      American Stout   16.0
## 1474        175      American Double / Imperial IPA   16.0
## 1475        175                        American IPA   16.0
## 1476        175               English Dark Mild Ale   12.0
## 1477        175                 American Blonde Ale   12.0
## 1478        242                        Dunkelweizen   12.0
## 1479        242                 American Blonde Ale   12.0
## 1480        242            American Amber / Red Ale   12.0
## 1481        519                   English Brown Ale   12.0
## 1482        519                             Witbier   12.0
## 1483        239                           Cream Ale   12.0
## 1484        496                        American IPA   12.0
## 1485        496                             Witbier   12.0
## 1486        496             American Pale Ale (APA)   12.0
## 1487        306            American Amber / Red Ale   16.0
## 1488        360             American Pale Ale (APA)   16.0
## 1489        360                        American IPA   16.0
## 1490        432        English India Pale Ale (IPA)   12.0
## 1491        432                      American Stout   12.0
## 1492        432                       Irish Red Ale   12.0
## 1493        432                     German Pilsener   12.0
## 1494          1                        American IPA   16.0
## 1495          1                  Milk / Sweet Stout   16.0
## 1496          1                   English Brown Ale   16.0
## 1497          1                         Pumpkin Ale   16.0
## 1498          1                     American Porter   16.0
## 1499          1 Extra Special / Strong Bitter (ESB)   16.0
## 1500        294                        American IPA   16.0
## 1501        451                        American IPA   16.0
## 1502        451             American Pale Ale (APA)   16.0
## 1503        530                     German Pilsener   12.0
## 1504        530             American Pale Wheat Ale   12.0
## 1505        272                        American IPA   12.0
## 1506        272                      Czech Pilsener   12.0
## 1507        443                         Pumpkin Ale   12.0
## 1508        443                        American IPA   12.0
## 1509        443              Fruit / Vegetable Beer   12.0
## 1510        151                        American IPA   12.0
## 1511        151            American Amber / Red Ale   12.0
## 1512        151                      American Stout   12.0
## 1513        151                        American IPA   12.0
## 1514        185                       Baltic Porter   16.0
## 1515        185                      English Bitter   12.0
## 1516        185          Keller Bier / Zwickel Bier   12.0
## 1517        185             American Pale Ale (APA)   12.0
## 1518        201             American Pale Wheat Ale   16.0
## 1519        201                        Dunkelweizen   16.0
## 1520        201                             Altbier   16.0
## 1521        201                              Kölsch   16.0
## 1522        149             Belgian Strong Dark Ale   12.0
## 1523        149              Scotch Ale / Wee Heavy   12.0
## 1524        149                     American Porter   12.0
## 1525        149                          Hefeweizen   12.0
## 1526        149             American Pale Ale (APA)   12.0
## 1527        149             American Pale Ale (APA)   12.0
## 1528        149                          Hefeweizen   12.0
## 1529        472                        Scottish Ale   16.0
## 1530        472                  American Brown Ale   16.0
## 1531        472              Saison / Farmhouse Ale   16.0
## 1532        472             American Pale Ale (APA)   16.0
## 1533        472                      American Stout   16.0
## 1534        472                            Rye Beer   16.0
## 1535        302                 American Pale Lager   16.0
## 1536        302                  American Brown Ale   16.0
## 1537        302                      American Stout   16.0
## 1538        302                     American Porter   16.0
## 1539        302                         Pumpkin Ale   16.0
## 1540        302             American Pale Wheat Ale   16.0
## 1541        302                 American Blonde Ale   16.0
## 1542        302                        American IPA   16.0
## 1543        302             American Pale Ale (APA)   16.0
## 1544        302             American Pale Wheat Ale   16.0
## 1545        391                 American Pale Lager   16.0
## 1546        391          American Amber / Red Lager   16.0
## 1547        391                 American Pale Lager   16.0
## 1548        391                     Euro Dark Lager   16.0
## 1549        391                         Light Lager   16.0
## 1550        217              Saison / Farmhouse Ale   12.0
## 1551        217              Saison / Farmhouse Ale   12.0
## 1552        167                        American IPA   12.0
## 1553        167             American Pale Ale (APA)   19.2
## 1554        167              Scotch Ale / Wee Heavy   16.0
## 1555        167                                       32.0
## 1556        167                                       12.0
## 1557        167                        American IPA   16.0
## 1558        167                   English Brown Ale   12.0
## 1559        167                        American IPA   12.0
## 1560        167             American Pale Ale (APA)   12.0
## 1561        167             American Pale Ale (APA)   12.0
## 1562        167                      Czech Pilsener   19.2
## 1563        167                        American IPA   19.2
## 1564        167                        American IPA   16.0
## 1565        167             American Pale Ale (APA)   19.2
## 1566        167                  American Brown Ale   16.0
## 1567        167             American Pale Ale (APA)   12.0
## 1568        167             American Pale Ale (APA)   12.0
## 1569        167      American Double / Imperial IPA   12.0
## 1570        167             American Pale Ale (APA)   12.0
## 1571        167             American Pale Ale (APA)   12.0
## 1572        167      American Double / Imperial IPA   16.0
## 1573        167                    Belgian Dark Ale   16.0
## 1574        167             Belgian Strong Pale Ale   16.0
## 1575        167                 American Strong Ale   12.0
## 1576        167      American Double / Imperial IPA   16.0
## 1577        167      American Double / Imperial IPA   12.0
## 1578        167      American Double / Imperial IPA   12.0
## 1579        167              Russian Imperial Stout   12.0
## 1580        167                      Czech Pilsener   12.0
## 1581        167      American Double / Imperial IPA   12.0
## 1582        167                        Scottish Ale   12.0
## 1583        167      American Double / Imperial IPA   12.0
## 1584        167             American Pale Ale (APA)   12.0
## 1585        504      American Double / Imperial IPA   12.0
## 1586        504              Russian Imperial Stout   12.0
## 1587        504              Russian Imperial Stout   12.0
## 1588        504                        Scottish Ale   12.0
## 1589        504                        Scottish Ale   12.0
## 1590        504                        Scottish Ale   12.0
## 1591        504             American Pale Ale (APA)   12.0
## 1592        504             American Pale Ale (APA)   12.0
## 1593        504             American Pale Ale (APA)   12.0
## 1594        504             American Pale Ale (APA)   12.0
## 1595        504             American Pale Ale (APA)   12.0
## 1596        504                  American Brown Ale   12.0
## 1597        504      American Double / Imperial IPA   12.0
## 1598        390      American Double / Imperial IPA   12.0
## 1599        390              Russian Imperial Stout   12.0
## 1600        390      American Double / Imperial IPA   16.0
## 1601        390                        Scottish Ale   12.0
## 1602        390             American Pale Ale (APA)   19.2
## 1603        390             American Pale Ale (APA)   12.0
## 1604        276                  American White IPA   12.0
## 1605        262             American Pale Ale (APA)   12.0
## 1606        260             American Pale Ale (APA)   12.0
## 1607        342                        American IPA   12.0
## 1608        342             American Dark Wheat Ale   12.0
## 1609        442                       Irish Red Ale   16.0
## 1610        442             American Pale Ale (APA)   16.0
## 1611        442                              Kölsch   16.0
## 1612        442                      English Bitter   16.0
## 1613        442                     American Porter   16.0
## 1614        308             American Pale Ale (APA)   12.0
## 1615        308                        American IPA   12.0
## 1616        308                 American Pale Lager   12.0
## 1617        308             American Pale Ale (APA)   12.0
## 1618        308                  American Brown Ale   12.0
## 1619        469                              Kölsch   12.0
## 1620        267                    American Pilsner   12.0
## 1621        267             American Pale Wheat Ale   12.0
## 1622        188                         Light Lager   12.0
## 1623        188                    American Pilsner   12.0
## 1624        206                        American IPA   12.0
## 1625        206                        American IPA   12.0
## 1626        206             American Pale Wheat Ale   12.0
## 1627        206                     German Pilsener   12.0
## 1628         14                  American Brown Ale   12.0
## 1629         14                 American Blonde Ale   12.0
## 1630         14                  American Black Ale   12.0
## 1631         14                        American IPA   12.0
## 1632         14             American Pale Ale (APA)   12.0
## 1633         14                        American IPA   12.0
## 1634        471                 American Pale Lager   12.0
## 1635        471             American Pale Wheat Ale   12.0
## 1636        471                      Czech Pilsener   12.0
## 1637        471             American Pale Ale (APA)   12.0
## 1638        471             American Pale Wheat Ale   12.0
## 1639        471             American Pale Wheat Ale   12.0
## 1640        471             American Pale Wheat Ale   12.0
## 1641         12                 American Pale Lager   16.0
## 1642         12            American Amber / Red Ale   16.0
## 1643         12                              Dubbel   16.0
## 1644         12                        American IPA   16.0
## 1645        158                        American IPA   12.0
## 1646        356             American Pale Ale (APA)   16.0
## 1647        356            American Amber / Red Ale   16.0
## 1648        356                        American IPA   12.0
## 1649        311                  Milk / Sweet Stout   12.0
## 1650        311             American Pale Ale (APA)   12.0
## 1651        315                          Chile Beer   16.0
## 1652        315                  American Black Ale   16.0
## 1653        315              Fruit / Vegetable Beer   16.0
## 1654        315                 American Blonde Ale   16.0
## 1655        315                     American Porter   16.0
## 1656        315             American Dark Wheat Ale   16.0
## 1657        315            American Amber / Red Ale   16.0
## 1658        315                        American IPA   16.0
## 1659         53            American Amber / Red Ale   16.0
## 1660        325                        American IPA   12.0
## 1661        325             American Pale Ale (APA)   12.0
## 1662        371                        American IPA   16.0
## 1663        371            American Amber / Red Ale   16.0
## 1664        371                        American IPA   16.0
## 1665        148                    American Pilsner   12.0
## 1666         56             American Pale Ale (APA)   12.0
## 1667        275                 American Barleywine   12.0
## 1668        549                        American IPA   12.0
## 1669        549            American Amber / Red Ale   12.0
## 1670        136             American Pale Wheat Ale   12.0
## 1671        136                 Munich Helles Lager   12.0
## 1672        136                 Munich Dunkel Lager   12.0
## 1673        136                      Czech Pilsener   12.0
## 1674        136             American Pale Ale (APA)   12.0
## 1675        136                      Czech Pilsener   12.0
## 1676        136             American Pale Wheat Ale   12.0
## 1677        545                          Hefeweizen   12.0
## 1678        545                          Hefeweizen   16.0
## 1679        247                    Belgian Pale Ale   12.0
## 1680        247                     American Porter   12.0
## 1681        177                 Munich Helles Lager   12.0
## 1682        177             American Pale Ale (APA)   12.0
## 1683        129                                Gose   12.0
## 1684        129                             Witbier   12.0
## 1685        129                  American Black Ale   12.0
## 1686        129                 American Blonde Ale   12.0
## 1687        129                    English Pale Ale   12.0
## 1688        129                     German Pilsener   12.0
## 1689        129                 American Blonde Ale   12.0
## 1690        129                 American Blonde Ale   12.0
## 1691        476                  American Brown Ale   12.0
## 1692        476                        American IPA   12.0
## 1693        476                      Czech Pilsener   12.0
## 1694         69                 American Blonde Ale   16.0
## 1695         69                        American IPA   16.0
## 1696         69                         Belgian IPA   16.0
## 1697         69                     American Porter   16.0
## 1698         69                            Rye Beer   16.0
## 1699        404                               Cider   16.0
## 1700        488                        American IPA   16.0
## 1701        488                        American IPA   12.0
## 1702        488            American Amber / Red Ale   12.0
## 1703        422                                Mead   16.0
## 1704        422                                Mead   16.0
## 1705        422                                Mead   16.0
## 1706        226                             Witbier   16.0
## 1707        111             American Pale Ale (APA)   12.0
## 1708        111              Russian Imperial Stout   12.0
## 1709        111                        American IPA   16.0
## 1710        111      American Double / Imperial IPA   12.0
## 1711        111                 American Blonde Ale   16.0
## 1712        111                        American IPA   16.0
## 1713        387                      American Stout   16.0
## 1714        387                      American Stout   16.0
## 1715        387                     American Porter   16.0
## 1716        387                 American Blonde Ale   16.0
## 1717        387                        Vienna Lager   16.0
## 1718        387             American Pale Ale (APA)   16.0
## 1719        387            American Amber / Red Ale   12.0
## 1720        387                 American Blonde Ale   12.0
## 1721         45             American Pale Ale (APA)   12.0
## 1722         45                    Belgian Pale Ale   12.0
## 1723         45                Herbed / Spiced Beer   12.0
## 1724         45                Herbed / Spiced Beer   12.0
## 1725         45                Märzen / Oktoberfest   12.0
## 1726         45                     American Porter   12.0
## 1727         45                        American IPA   12.0
## 1728         45                             Witbier   12.0
## 1729         94            American Amber / Red Ale   12.0
## 1730         94             American Pale Ale (APA)   12.0
## 1731         94            American Amber / Red Ale   12.0
## 1732         94                     American Porter   12.0
## 1733         94                Märzen / Oktoberfest   12.0
## 1734         94             American Pale Ale (APA)   12.0
## 1735         94                        American IPA   12.0
## 1736         94                 American Blonde Ale   12.0
## 1737        163                           Cream Ale   16.0
## 1738         43                                Gose   16.0
## 1739         43             American Pale Ale (APA)   16.0
## 1740        460                             Witbier   16.0
## 1741        460            American Amber / Red Ale   16.0
## 1742        322                        American IPA   16.0
## 1743        322             American Pale Ale (APA)   16.0
## 1744         44                        American IPA   12.0
## 1745         44                Märzen / Oktoberfest   12.0
## 1746         44                         Pumpkin Ale   12.0
## 1747         44                        American IPA   12.0
## 1748         44                       Oatmeal Stout   12.0
## 1749         44                  American White IPA   12.0
## 1750         44             American Pale Ale (APA)   12.0
## 1751         44            American Amber / Red Ale   12.0
## 1752         44            American Amber / Red Ale   12.0
## 1753         44                 American Blonde Ale   12.0
## 1754         44                        Scottish Ale   12.0
## 1755         44                             Witbier   12.0
## 1756         44          American Amber / Red Lager   12.0
## 1757         44                        American IPA   12.0
## 1758         44              Fruit / Vegetable Beer   12.0
## 1759        428          American Amber / Red Lager   16.0
## 1760        230                      Czech Pilsener   16.0
## 1761        230                     American Porter   16.0
## 1762        230              American Adjunct Lager   16.0
## 1763        230            American Amber / Red Ale   16.0
## 1764        230                  Milk / Sweet Stout   16.0
## 1765        230                        American IPA   16.0
## 1766        230              American Adjunct Lager   12.0
## 1767        290            American Amber / Red Ale   16.0
## 1768        377                 American Strong Ale   16.0
## 1769        377                        American IPA   16.0
## 1770        377                      American Stout   16.0
## 1771        165              Saison / Farmhouse Ale   12.0
## 1772        165             Belgian Strong Pale Ale   12.0
## 1773        165             American Pale Ale (APA)   12.0
## 1774        165                   English Brown Ale   12.0
## 1775        165                  American Black Ale   12.0
## 1776        165                        American IPA   12.0
## 1777        165                              Kölsch   12.0
## 1778        398            American Amber / Red Ale   12.0
## 1779        398                  American Black Ale   12.0
## 1780        398          American Amber / Red Lager   12.0
## 1781        398                  American Black Ale   16.0
## 1782        398            American Amber / Red Ale   16.0
## 1783        289                             Witbier   12.0
## 1784        289                        American IPA   12.0
## 1785        289             American Pale Ale (APA)   12.0
## 1786        289                              Kölsch   12.0
## 1787         31                     American Porter   12.0
## 1788         31                       Winter Warmer   16.0
## 1789         31      American Double / Imperial IPA   16.0
## 1790         31                Märzen / Oktoberfest   12.0
## 1791         31                 American Blonde Ale   12.0
## 1792         31             American Pale Wheat Ale   12.0
## 1793         31                         Belgian IPA   12.0
## 1794         31            American Amber / Red Ale   12.0
## 1795         31                          Hefeweizen   12.0
## 1796         31                        American IPA   12.0
## 1797         31                     American Porter   12.0
## 1798         31             American Pale Ale (APA)   12.0
## 1799         31                Herbed / Spiced Beer   12.0
## 1800         31              Fruit / Vegetable Beer   12.0
## 1801         31             American Pale Ale (APA)   12.0
## 1802         31                        American IPA   12.0
## 1803         31                          Hefeweizen   12.0
## 1804         31             American Pale Ale (APA)   12.0
## 1805         31            American Amber / Red Ale   12.0
## 1806        420              Saison / Farmhouse Ale   12.0
## 1807        420                  American Black Ale   12.0
## 1808        253      American Double / Imperial IPA   16.0
## 1809        253                  American Brown Ale   12.0
## 1810        253        English India Pale Ale (IPA)   16.0
## 1811        393              Saison / Farmhouse Ale   12.0
## 1812        393                  American Black Ale   12.0
## 1813        393                       Irish Red Ale   12.0
## 1814        393                Märzen / Oktoberfest   12.0
## 1815        393              Russian Imperial Stout   12.0
## 1816        393                     German Pilsener   12.0
## 1817        393                        American IPA   12.0
## 1818        399                 American Blonde Ale   16.0
## 1819        395                               Cider   12.0
## 1820        395                               Cider   12.0
## 1821        395                               Cider   12.0
## 1822        429             American Pale Wheat Ale   12.0
## 1823        429                         Schwarzbier   12.0
## 1824        429                        American IPA   12.0
## 1825        429                  American Brown Ale   12.0
## 1826        429                          Hefeweizen   12.0
## 1827        429                 Munich Helles Lager   12.0
## 1828        503              Fruit / Vegetable Beer   12.0
## 1829        433                        American IPA   12.0
## 1830        412                               Cider   16.0
## 1831        412                               Cider   16.0
## 1832        495                        American IPA   16.0
## 1833        495                     American Porter   16.0
## 1834        184                 American Strong Ale   16.0
## 1835        184                   English Brown Ale   16.0
## 1836        184            American Amber / Red Ale   16.0
## 1837        184             American Pale Ale (APA)   16.0
## 1838        184                        American IPA   16.0
## 1839        131                  American Black Ale   12.0
## 1840        512                    English Pale Ale   12.0
## 1841        386                        American IPA   12.0
## 1842        386             American Pale Wheat Ale   12.0
## 1843        386                         Pumpkin Ale   12.0
## 1844        386                 American Blonde Ale   12.0
## 1845         84                     German Pilsener   12.0
## 1846         84                        American IPA   12.0
## 1847         84               Maibock / Helles Bock   12.0
## 1848         84                            Rye Beer   12.0
## 1849         84             American Pale Ale (APA)   16.0
## 1850         84             American Pale Wheat Ale   12.0
## 1851         84                      Czech Pilsener   12.0
## 1852         84                        American IPA   16.0
## 1853         84             American Pale Ale (APA)   12.0
## 1854        138                               Cider   16.0
## 1855        552                  American Brown Ale   12.0
## 1856        552            American Amber / Red Ale   12.0
## 1857        552                        American IPA   12.0
## 1858         47                       Baltic Porter   12.0
## 1859         47                                Gose   12.0
## 1860         47                    Belgian Pale Ale   12.0
## 1861         47              Fruit / Vegetable Beer   16.0
## 1862         47                        American IPA   24.0
## 1863         47             American Pale Ale (APA)   12.0
## 1864         47      American Double / Imperial IPA   12.0
## 1865         47                 American Strong Ale   12.0
## 1866         47                        American IPA   16.0
## 1867         47                     German Pilsener   16.0
## 1868         47                           Cream Ale   16.0
## 1869         47                            Rye Beer   16.0
## 1870         47                        American IPA   16.0
## 1871         47                       Baltic Porter   12.0
## 1872         47                  American Brown Ale   16.0
## 1873         47             American Pale Wheat Ale   16.0
## 1874         47              Saison / Farmhouse Ale   16.0
## 1875         47      American Double / Imperial IPA   12.0
## 1876         47                      American Stout   16.0
## 1877         47                         Pumpkin Ale   16.0
## 1878         47                     German Pilsener   16.0
## 1879         47                           Cream Ale   16.0
## 1880         47                            Rye Beer   16.0
## 1881         47                        American IPA   16.0
## 1882        265                        American IPA   12.0
## 1883        265                          Doppelbock   12.0
## 1884        265                        American IPA   12.0
## 1885        265                      American Stout   12.0
## 1886        265                      American Stout   12.0
## 1887        265              Foreign / Export Stout   12.0
## 1888        265                      American Stout   12.0
## 1889        265                 American Pale Lager   12.0
## 1890        265                 American Blonde Ale   12.0
## 1891        265             American Pale Ale (APA)   12.0
## 1892        265 Extra Special / Strong Bitter (ESB)   12.0
## 1893        265                        American IPA   12.0
## 1894        314            American Amber / Red Ale   12.0
## 1895        314                        American IPA   12.0
## 1896         65                         Belgian IPA   24.0
## 1897         65                              Tripel   24.0
## 1898        558                    English Pale Ale   12.0
## 1899        164                        American IPA   12.0
## 1900        372                       Winter Warmer   12.0
## 1901        372                            Grisette   12.0
## 1902        372                        American IPA   12.0
## 1903        372                 Munich Helles Lager   12.0
## 1904        372                       Winter Warmer   12.0
## 1905        372      American Double / Imperial IPA   12.0
## 1906        372                Märzen / Oktoberfest   12.0
## 1907        372                        American IPA   12.0
## 1908        372                 Munich Dunkel Lager   12.0
## 1909        372                          Hefeweizen   12.0
## 1910        372                     German Pilsener   12.0
## 1911        372             American Pale Ale (APA)   12.0
## 1912        116                        American IPA   12.0
## 1913        116            American Amber / Red Ale   12.0
## 1914        116              Saison / Farmhouse Ale   12.0
## 1915        192                    American Pilsner   12.0
## 1916        192             American Pale Ale (APA)   12.0
## 1917        192              Foreign / Export Stout   12.0
## 1918        192                   English Brown Ale   12.0
## 1919        192                        Vienna Lager   12.0
## 1920        192             American Pale Ale (APA)   12.0
## 1921        192                        American IPA   12.0
## 1922        310                              Kölsch   12.0
## 1923        310      American Double / Imperial IPA   12.0
## 1924        310                        American IPA   12.0
## 1925        310                        American IPA   12.0
## 1926        310                Märzen / Oktoberfest   16.0
## 1927        310      American Double / Imperial IPA   12.0
## 1928        310    American Double / Imperial Stout   12.0
## 1929        310              Saison / Farmhouse Ale   16.0
## 1930        310                             Witbier   16.0
## 1931        310               Maibock / Helles Bock   12.0
## 1932        310                 American Barleywine   12.0
## 1933        310                 American Blonde Ale   12.0
## 1934        310             American Pale Ale (APA)   12.0
## 1935        310             American Pale Wheat Ale   12.0
## 1936        310                     American Porter   12.0
## 1937        310                 American Strong Ale   16.0
## 1938        310                        American IPA   12.0
## 1939        258                                Bock   16.0
## 1940        258                        American IPA   16.0
## 1941        258              Saison / Farmhouse Ale   16.0
## 1942        258                              Kölsch   16.0
## 1943        250                         Light Lager   12.0
## 1944        437                      Czech Pilsener   16.0
## 1945        437                        American IPA   16.0
## 1946        134                        American IPA   16.0
## 1947        134                        American IPA   16.0
## 1948        134 Extra Special / Strong Bitter (ESB)   12.0
## 1949        134             American Pale Ale (APA)   12.0
## 1950        134                 American Blonde Ale   12.0
## 1951        134            American Amber / Red Ale   16.0
## 1952        134                       Oatmeal Stout   16.0
## 1953        134                 American Blonde Ale   16.0
## 1954        134             American Pale Ale (APA)   16.0
## 1955        119             American Pale Ale (APA)   12.0
## 1956        119              Saison / Farmhouse Ale   12.0
## 1957        119                      Bière de Garde   12.0
## 1958        119      American Double / Imperial IPA   12.0
## 1959        119      American Double / Imperial IPA   12.0
## 1960        119      American Double / Imperial IPA   12.0
## 1961        119                             Old Ale   12.0
## 1962        119                 American Blonde Ale   16.0
## 1963        119      American Double / Imperial IPA   12.0
## 1964        119              Saison / Farmhouse Ale   12.0
## 1965        119                      Bière de Garde   12.0
## 1966        119              Foreign / Export Stout   12.0
## 1967        119             American Pale Ale (APA)   16.0
## 1968        119                 American Blonde Ale   12.0
## 1969         79                        American IPA   12.0
## 1970        509        English India Pale Ale (IPA)   16.0
## 1971        176             American Pale Ale (APA)   16.0
## 1972        176      American Double / Imperial IPA   16.0
## 1973        176                     American Porter   16.0
## 1974        176      American Double / Imperial IPA   16.0
## 1975        176            American Amber / Red Ale   16.0
## 1976        176                      American Stout   16.0
## 1977        176      American Double / Imperial IPA   12.0
## 1978        176             American Pale Ale (APA)   16.0
## 1979        176                        American IPA   12.0
## 1980        176             American Pale Ale (APA)   12.0
## 1981        176                       Irish Red Ale   12.0
## 1982        176             American Pale Wheat Ale   12.0
## 1983        499                        Vienna Lager   12.0
## 1984        499                        Vienna Lager   12.0
## 1985        373             American Pale Ale (APA)   12.0
## 1986        187                               Cider   16.0
## 1987        384                     German Pilsener   12.0
## 1988        384                        American IPA   16.0
## 1989        384                Märzen / Oktoberfest   12.0
## 1990        384                        American IPA   12.0
## 1991        120             American Pale Ale (APA)   12.0
## 1992        120                              Kölsch   12.0
## 1993        120          American Amber / Red Lager   12.0
## 1994        120                        American IPA   12.0
## 1995        132              American Adjunct Lager   12.0
## 1996        132              American Adjunct Lager   12.0
## 1997        132             American Pale Ale (APA)   12.0
## 1998        132              American Adjunct Lager   12.0
## 1999        132                  American Black Ale   12.0
## 2000        132                        American IPA   12.0
## 2001        132              American Adjunct Lager   12.0
## 2002        132              American Adjunct Lager   12.0
## 2003        132              American Adjunct Lager   16.0
## 2004        132                       Winter Warmer   12.0
## 2005        132                Märzen / Oktoberfest   16.0
## 2006        132             American Pale Wheat Ale   16.0
## 2007        132             American Pale Wheat Ale   12.0
## 2008        132             American Pale Wheat Ale   12.0
## 2009        132                 American Blonde Ale   12.0
## 2010        132                              Kölsch   12.0
## 2011        132                Märzen / Oktoberfest   12.0
## 2012        132                  American Brown Ale   12.0
## 2013        132             American Pale Wheat Ale   12.0
## 2014        132             American Pale Ale (APA)   12.0
## 2015        132          American Amber / Red Lager   12.0
## 2016        132              American Adjunct Lager   12.0
## 2017        487            American Amber / Red Ale   16.0
## 2018        256                  American Black Ale   12.0
## 2019        256                  American Black Ale   12.0
## 2020        256              Saison / Farmhouse Ale   12.0
## 2021        493                 American Blonde Ale   12.0
## 2022        413                              Kölsch   12.0
## 2023        413                  Milk / Sweet Stout   12.0
## 2024        413                        American IPA   12.0
## 2025        130              American Adjunct Lager   12.0
## 2026        130              American Adjunct Lager   12.0
## 2027        130          American Amber / Red Lager   12.0
## 2028        130                         Light Lager   12.0
## 2029        139             American Pale Ale (APA)   12.0
## 2030         59 Extra Special / Strong Bitter (ESB)   12.0
## 2031         59             American Pale Ale (APA)   16.0
## 2032         59      American Double / Imperial IPA   16.0
## 2033         26                             Altbier   16.0
## 2034         26                        Scottish Ale   16.0
## 2035         26                     American Porter   16.0
## 2036         26                    Belgian Pale Ale   16.0
## 2037         26              Scotch Ale / Wee Heavy   16.0
## 2038         26                    Belgian Dark Ale   16.0
## 2039         26              Scotch Ale / Wee Heavy   16.0
## 2040         26              Scotch Ale / Wee Heavy   16.0
## 2041         26                        American IPA   16.0
## 2042         26                        American IPA   16.0
## 2043         26                        American IPA   16.0
## 2044         26                        American IPA   16.0
## 2045         26                         Belgian IPA   16.0
## 2046         26              Scotch Ale / Wee Heavy   16.0
## 2047         26 Extra Special / Strong Bitter (ESB)   16.0
## 2048         26                        American IPA   16.0
## 2049         26             American Pale Ale (APA)   16.0
## 2050         26              Russian Imperial Stout   16.0
## 2051         26                  Flanders Oud Bruin   16.0
## 2052         26                     American Porter   16.0
## 2053         26                     German Pilsener   16.0
## 2054         26                     Irish Dry Stout   16.0
## 2055         26                        Scottish Ale   16.0
## 2056         26                  English Barleywine   16.0
## 2057         26                  American Brown Ale   16.0
## 2058         26                    Quadrupel (Quad)   16.0
## 2059         26                Märzen / Oktoberfest   16.0
## 2060         26           Dortmunder / Export Lager   16.0
## 2061         26           Dortmunder / Export Lager   16.0
## 2062         26             Belgian Strong Pale Ale   16.0
## 2063         26      American Double / Imperial IPA   16.0
## 2064         26              Scotch Ale / Wee Heavy   16.0
## 2065         26                        American IPA   16.0
## 2066         26                Märzen / Oktoberfest   16.0
## 2067         26                  English Barleywine   16.0
## 2068         26                        Scottish Ale   16.0
## 2069         26                           Cream Ale   16.0
## 2070         26             American Pale Ale (APA)   16.0
## 2071        456          American Amber / Red Lager   12.0
## 2072        456                        American IPA   12.0
## 2073         62                        American IPA   16.0
## 2074         62 Extra Special / Strong Bitter (ESB)   16.0
## 2075         62                  American Black Ale   16.0
## 2076         62                        American IPA   16.0
## 2077         62                        American IPA   16.0
## 2078         62                      English Bitter   16.0
## 2079         62                            Rye Beer   16.0
## 2080         62                  American Brown Ale   16.0
## 2081         62                  American Brown Ale   16.0
## 2082         62      American Double / Imperial IPA   16.0
## 2083         62          Keller Bier / Zwickel Bier   16.0
## 2084         62              Saison / Farmhouse Ale   16.0
## 2085         62                        American IPA   16.0
## 2086        448                        American IPA   12.0
## 2087        448                             Witbier   12.0
## 2088        448             American Pale Ale (APA)   12.0
## 2089        448                       Oatmeal Stout   12.0
## 2090        448                           Cream Ale   12.0
## 2091        382                Herbed / Spiced Beer   12.0
## 2092         50                     German Pilsener   12.0
## 2093         50                          Hefeweizen   12.0
## 2094         50                        American IPA   12.0
## 2095         50             American Pale Ale (APA)   12.0
## 2096        450      American Double / Imperial IPA   12.0
## 2097        450              Saison / Farmhouse Ale   12.0
## 2098        450                        American IPA   24.0
## 2099        450                        American IPA   12.0
## 2100        450                          Hefeweizen   24.0
## 2101        450                 American Blonde Ale   24.0
## 2102        450                 American Blonde Ale   12.0
## 2103        450                          Hefeweizen   12.0
## 2104         46                              Tripel   16.9
## 2105         46              Saison / Farmhouse Ale   16.0
## 2106         46                     American Porter   16.0
## 2107         46              Saison / Farmhouse Ale   16.0
## 2108         46                       Oatmeal Stout   16.0
## 2109         46                        American IPA   16.0
## 2110         46                  American Brown Ale   16.0
## 2111         46 Extra Special / Strong Bitter (ESB)   16.0
## 2112         46                  Milk / Sweet Stout   16.0
## 2113         46             American Pale Wheat Ale   16.0
## 2114         46             American Pale Ale (APA)   16.0
## 2115         46                              Tripel   16.0
## 2116         46             American Pale Wheat Ale   12.0
## 2117         46                     German Pilsener   16.0
## 2118         46      American Double / Imperial IPA   16.0
## 2119         46                  American Brown Ale   16.0
## 2120         46                  Milk / Sweet Stout   16.0
## 2121         46                        American IPA   16.0
## 2122        410                        American IPA   16.0
## 2123        410            American Amber / Red Ale   16.0
## 2124        491                             Altbier   16.0
## 2125        491                        American IPA   16.0
## 2126          8                     American Porter   16.0
## 2127          8                        American IPA   16.0
## 2128          8                             Witbier   16.0
## 2129         29                              Dubbel   12.0
## 2130        481                  American Brown Ale   12.0
## 2131        481                        American IPA   12.0
## 2132        481             American Pale Ale (APA)   12.0
## 2133        211 Extra Special / Strong Bitter (ESB)   12.0
## 2134        211              Fruit / Vegetable Beer   12.0
## 2135        211        English India Pale Ale (IPA)   12.0
## 2136        470             American Pale Ale (APA)   12.0
## 2137        216              Saison / Farmhouse Ale   12.0
## 2138        216                  American Brown Ale   12.0
## 2139        216                        Dunkelweizen   12.0
## 2140        216        English India Pale Ale (IPA)   12.0
## 2141        273                   American Wild Ale   16.0
## 2142        273      American Double / Imperial IPA   16.0
## 2143        273    American Double / Imperial Stout   16.0
## 2144        273                        American IPA   16.0
## 2145        273      American Double / Imperial IPA   16.0
## 2146        273      American Double / Imperial IPA   16.0
## 2147        458            American Amber / Red Ale   12.0
## 2148        458                        American IPA   12.0
## 2149        458                   English Brown Ale   12.0
## 2150        458             American Pale Wheat Ale   12.0
## 2151        263                    Belgian Pale Ale   12.0
## 2152        263                    Belgian Pale Ale   12.0
## 2153        263                              Dubbel   12.0
## 2154        330             American Pale Ale (APA)   16.0
## 2155        330                  American Black Ale   16.0
## 2156        330             American Pale Ale (APA)   16.0
## 2157         34             American Pale Ale (APA)   16.0
## 2158         34                              Kölsch   16.0
## 2159         34                        American IPA   16.0
## 2160         34                   English Brown Ale   16.0
## 2161         34      American Double / Imperial IPA   16.0
## 2162        329                        American IPA   12.0
## 2163         91                    American Pilsner   12.0
## 2164        485          American Amber / Red Lager   12.0
## 2165         10             American Pale Ale (APA)   16.0
## 2166        439            American Amber / Red Ale   12.0
## 2167        439                      American Stout   16.0
## 2168        439             American Pale Ale (APA)   16.0
## 2169        335                              Shandy   12.0
## 2170        143             American Pale Wheat Ale   12.0
## 2171        143             American Pale Ale (APA)   12.0
## 2172        143                           Cream Ale   12.0
## 2173        143                  American Brown Ale   12.0
## 2174        109              Fruit / Vegetable Beer   12.0
## 2175        154                 American Blonde Ale   12.0
## 2176        154                     American Porter   12.0
## 2177        154                        American IPA   12.0
## 2178        274                       Irish Red Ale   12.0
## 2179        274                        American IPA   12.0
## 2180         22             American Pale Wheat Ale   16.0
## 2181         22                       Oatmeal Stout   16.0
## 2182         22             American Pale Ale (APA)   16.0
## 2183         22      California Common / Steam Beer   16.0
## 2184        283            American Amber / Red Ale   12.0
## 2185        283                        American IPA   12.0
## 2186        283                             Braggot   12.0
## 2187        283             American Dark Wheat Ale   12.0
## 2188         18                     American Porter   16.0
## 2189         18              Fruit / Vegetable Beer   16.0
## 2190         18              Russian Imperial Stout   16.0
## 2191         18                          Roggenbier   16.0
## 2192         18      American Double / Imperial IPA   16.0
## 2193         18                        American IPA   16.0
## 2194         18                       Irish Red Ale   16.0
## 2195         18                     American Porter   16.0
## 2196         18                      Czech Pilsener   16.0
## 2197        153                 American Blonde Ale   12.0
## 2198        153                        American IPA   12.0
## 2199        153                     American Porter   12.0
## 2200        153              Fruit / Vegetable Beer   12.0
## 2201        153                 American Blonde Ale   12.0
## 2202        153             American Pale Ale (APA)   12.0
## 2203        153            American Amber / Red Ale   12.0
## 2204        292                        American IPA   12.0
## 2205        292                        Vienna Lager   12.0
## 2206        475                              Shandy   16.0
## 2207        475                        American IPA   16.0
## 2208        266                        American IPA   12.0
## 2209        266                  Milk / Sweet Stout   12.0
## 2210        266            American Amber / Red Ale   12.0
## 2211        525                        American IPA   12.0
## 2212        525                             Witbier   12.0
## 2213        525             Belgian Strong Pale Ale   12.0
## 2214         98                          Doppelbock   16.0
## 2215         98            American Amber / Red Ale   16.0
## 2216         98                    American Pilsner   12.0
## 2217         98                          Doppelbock   16.0
## 2218         98                        American IPA   12.0
## 2219        540             American Pale Ale (APA)   12.0
## 2220        521                        American IPA   16.0
## 2221         39          American Amber / Red Lager   12.0
## 2222         39                        American IPA   12.0
## 2223         39              American Adjunct Lager   12.0
## 2224        191                        American IPA   12.0
## 2225        191                        American IPA   12.0
## 2226        191            American Amber / Red Ale   12.0
## 2227        191                        American IPA   12.0
## 2228        191                      Czech Pilsener   12.0
## 2229        191                        American IPA   12.0
## 2230        191             American Pale Ale (APA)   12.0
## 2231        191                  American Brown Ale   12.0
## 2232        191            American Amber / Red Ale   12.0
## 2233        191                        American IPA   12.0
## 2234        191                        American IPA   12.0
## 2235        191             American Pale Wheat Ale   12.0
## 2236         75                        American IPA   16.0
## 2237         75             American Dark Wheat Ale   12.0
## 2238         75             American Dark Wheat Ale   12.0
## 2239         75           Dortmunder / Export Lager   12.0
## 2240         75             American Pale Ale (APA)   12.0
## 2241         75                Märzen / Oktoberfest   12.0
## 2242         75                      Bière de Garde   12.0
## 2243         75             American Pale Ale (APA)   12.0
## 2244         75                 American Strong Ale   12.0
## 2245         75                        American IPA   12.0
## 2246        244                 Munich Helles Lager   12.0
## 2247        436                          Hefeweizen   16.0
## 2248        436                  American White IPA   12.0
## 2249        436      American Double / Imperial IPA   12.0
## 2250        436              Saison / Farmhouse Ale   12.0
## 2251        436                     German Pilsener   12.0
## 2252        160                         Pumpkin Ale   12.0
## 2253        160          American Amber / Red Lager   12.0
## 2254        160                        American IPA   12.0
## 2255        160                        American IPA   12.0
## 2256        160                 American Blonde Ale   12.0
## 2257        160                         Schwarzbier   12.0
## 2258        160                        American IPA   12.0
## 2259        160             American Pale Ale (APA)   12.0
## 2260        160             American Pale Ale (APA)   12.0
## 2261        556                     German Pilsener   12.0
## 2262        127                        American IPA   16.0
## 2263        127               Maibock / Helles Bock   16.0
## 2264        339                               Cider   16.0
## 2265        339                               Cider   16.0
## 2266        339                               Cider   16.0
## 2267        523                    Low Alcohol Beer   16.0
## 2268        523                  American Brown Ale   16.0
## 2269        523                    Belgian Pale Ale   16.0
## 2270        523                       Baltic Porter   16.0
## 2271        523                              Dubbel   16.0
## 2272         72      American Double / Imperial IPA   12.0
## 2273         72                                Gose   12.0
## 2274         72             American Pale Ale (APA)   12.0
## 2275         72                             Altbier   12.0
## 2276        203                        American IPA   16.0
## 2277        203                             Witbier   16.0
## 2278        203                        American IPA   16.0
## 2279         52                    Quadrupel (Quad)   19.2
## 2280         52                            Rye Beer   19.2
## 2281         52                   American Wild Ale   19.2
## 2282         52    American Double / Imperial Stout   19.2
## 2283         52                  American Brown Ale   19.2
## 2284         52              Saison / Farmhouse Ale   12.0
## 2285         52                  American White IPA   12.0
## 2286         52                   American Wild Ale   19.2
## 2287         52      American Double / Imperial IPA   19.2
## 2288         52                       Winter Warmer   16.0
## 2289         52                         Pumpkin Ale   16.0
## 2290         52                    Belgian Pale Ale   12.0
## 2291         52              Foreign / Export Stout   12.0
## 2292         52                        Vienna Lager   12.0
## 2293         52                        Vienna Lager   12.0
## 2294         52                   English Brown Ale   12.0
## 2295         52             American Pale Ale (APA)   12.0
## 2296         52                        American IPA   12.0
## 2297        547                  American Brown Ale   16.0
## 2298        547                        American IPA   12.0
## 2299        303             American Pale Ale (APA)   12.0
## 2300        303      American Double / Imperial IPA   12.0
## 2301        303                          Doppelbock   12.0
## 2302        303                  American White IPA   12.0
## 2303        303                  American White IPA   12.0
## 2304        303              Fruit / Vegetable Beer   12.0
## 2305        303      American Double / Imperial IPA   12.0
## 2306        303             American Pale Ale (APA)   12.0
## 2307        186                               Cider   16.0
## 2308        186                               Cider   16.0
## 2309        186                               Cider   16.0
## 2310        186                               Cider   16.0
## 2311        186                               Cider   16.0
## 2312        114                      American Stout   12.0
## 2313        323                              Tripel   12.0
## 2314        323                             Witbier   12.0
## 2315        323                  American Brown Ale   12.0
## 2316        323             Belgian Strong Pale Ale   12.0
## 2317        323                        American IPA   12.0
## 2318        323  American Double / Imperial Pilsner   12.0
## 2319        296                        American IPA   12.0
## 2320        296                        American IPA   12.0
## 2321        296                        American IPA   12.0
## 2322        296                             Witbier   12.0
## 2323        296      American Double / Imperial IPA   12.0
## 2324        296             American Pale Wheat Ale   12.0
## 2325        296                    English Pale Ale   12.0
## 2326        296                        American IPA   12.0
## 2327        296                         Pumpkin Ale   12.0
## 2328        296              Fruit / Vegetable Beer   12.0
## 2329        296                        American IPA   12.0
## 2330        507            American Amber / Red Ale   12.0
## 2331         95                        American IPA   16.0
## 2332         95                           Cream Ale   16.0
## 2333         95                       Oatmeal Stout   16.0
## 2334         95                        American IPA   16.0
## 2335        101                Herbed / Spiced Beer   12.0
## 2336        101                     American Porter   12.0
## 2337        101            American Amber / Red Ale   12.0
## 2338        101                        American IPA   12.0
## 2339        385             American Pale Ale (APA)   12.0
## 2340        385                                Gose   12.0
## 2341        385                             Witbier   12.0
## 2342        385                        American IPA   12.0
## 2343        352                Märzen / Oktoberfest   12.0
## 2344        352          American Amber / Red Lager   12.0
## 2345        352                        American IPA   12.0
## 2346        133                 American Pale Lager   16.0
## 2347        133                                Bock   12.0
## 2348        133                       English Stout   12.0
## 2349        133                        American IPA   12.0
## 2350        133                           Cream Ale   12.0
## 2351        133                          Chile Beer   12.0
## 2352        133            American Amber / Red Ale   12.0
## 2353         48                  Berliner Weissbier   12.0
## 2354         48                        American IPA   12.0
## 2355         48                  Berliner Weissbier   12.0
## 2356         48                  Berliner Weissbier   12.0
## 2357        397                        American IPA   16.0
## 2358        297                              Radler   12.0
## 2359        297                          Hefeweizen   12.0
## 2360        297                          Hefeweizen   12.0
## 2361        362      American Double / Imperial IPA   12.0
## 2362        362                         Pumpkin Ale   12.0
## 2363        362                  American Brown Ale   12.0
## 2364        362                 American Blonde Ale   12.0
## 2365        362      American Double / Imperial IPA   12.0
## 2366        362      American Double / Imperial IPA   12.0
## 2367        362                             Witbier   12.0
## 2368        362                       Oatmeal Stout   12.0
## 2369        362                         Pumpkin Ale   12.0
## 2370        362             American Pale Ale (APA)   12.0
## 2371        182                    Belgian Pale Ale   12.0
## 2372        182              Scotch Ale / Wee Heavy   12.0
## 2373        182                    American Pilsner   12.0
## 2374        182             American Pale Ale (APA)   12.0
## 2375        500                     Irish Dry Stout   16.0
## 2376        500                                Bock   16.0
## 2377        500                 Munich Helles Lager   16.0
## 2378        551             American Pale Ale (APA)   16.0
## 2379        551                 American Blonde Ale   16.0
## 2380        510                        American IPA   16.0
## 2381        510                     American Porter   16.0
## 2382        212          American Amber / Red Lager   12.0
## 2383        212                        American IPA   12.0
## 2384        212                     American Porter   12.0
## 2385        212                        American IPA   12.0
## 2386        240              Saison / Farmhouse Ale   12.0
## 2387        240                        American IPA   12.0
## 2388        240                    American Pilsner   12.0
## 2389         15                        American IPA   12.0
## 2390         15                  American Brown Ale   12.0
## 2391        345                        American IPA   12.0
## 2392        403                 American Pale Lager   12.0
## 2393        502                               Cider   12.0
## 2394        110                        American IPA   12.0
## 2395        110                    American Pilsner   12.0
## 2396        340                        American IPA   16.0
## 2397        200                        American IPA   12.0
## 2398        200                              Kölsch   12.0
## 2399        200      American Double / Imperial IPA   12.0
## 2400        200                        American IPA   12.0
## 2401        200             American Pale Ale (APA)   12.0
## 2402        425                          Chile Beer   12.0
## 2403        425                 American Strong Ale   12.0
## 2404        425                         Pumpkin Ale   12.0
## 2405        425                      American Stout   12.0
## 2406        425                         Belgian IPA   12.0
## 2407        425            American Amber / Red Ale   12.0
## 2408        425                         Schwarzbier   12.0
## 2409        425             American Pale Ale (APA)   12.0
## 2410        425            American Amber / Red Ale   12.0
##                                   Name.y                City State
## 1              10 Barrel Brewing Company                Bend    OR
## 2                    18th Street Brewery                Gary    IN
## 3                    18th Street Brewery                Gary    IN
## 4                    18th Street Brewery                Gary    IN
## 5                    18th Street Brewery                Gary    IN
## 6                    18th Street Brewery                Gary    IN
## 7                    18th Street Brewery                Gary    IN
## 8                    18th Street Brewery                Gary    IN
## 9                    18th Street Brewery                Gary    IN
## 10                   18th Street Brewery                Gary    IN
## 11                   18th Street Brewery                Gary    IN
## 12                   18th Street Brewery                Gary    IN
## 13                   18th Street Brewery                Gary    IN
## 14                   18th Street Brewery                Gary    IN
## 15                   18th Street Brewery                Gary    IN
## 16                    2 Towns Ciderhouse           Corvallis    OR
## 17                    2 Towns Ciderhouse           Corvallis    OR
## 18                    2 Towns Ciderhouse           Corvallis    OR
## 19                    2 Towns Ciderhouse           Corvallis    OR
## 20                21st Amendment Brewery       San Francisco    CA
## 21                21st Amendment Brewery       San Francisco    CA
## 22                21st Amendment Brewery       San Francisco    CA
## 23                21st Amendment Brewery       San Francisco    CA
## 24                21st Amendment Brewery       San Francisco    CA
## 25                21st Amendment Brewery       San Francisco    CA
## 26                21st Amendment Brewery       San Francisco    CA
## 27                21st Amendment Brewery       San Francisco    CA
## 28                21st Amendment Brewery       San Francisco    CA
## 29                21st Amendment Brewery       San Francisco    CA
## 30                21st Amendment Brewery       San Francisco    CA
## 31                21st Amendment Brewery       San Francisco    CA
## 32                21st Amendment Brewery       San Francisco    CA
## 33                21st Amendment Brewery       San Francisco    CA
## 34                21st Amendment Brewery       San Francisco    CA
## 35                21st Amendment Brewery       San Francisco    CA
## 36                21st Amendment Brewery       San Francisco    CA
## 37                21st Amendment Brewery       San Francisco    CA
## 38                21st Amendment Brewery       San Francisco    CA
## 39                21st Amendment Brewery       San Francisco    CA
## 40                   3 Daughters Brewing       St Petersburg    FL
## 41                   3 Daughters Brewing       St Petersburg    FL
## 42                   3 Daughters Brewing       St Petersburg    FL
## 43               4 Hands Brewing Company         Saint Louis    MO
## 44               4 Hands Brewing Company         Saint Louis    MO
## 45               4 Hands Brewing Company         Saint Louis    MO
## 46               4 Hands Brewing Company         Saint Louis    MO
## 47               4 Hands Brewing Company         Saint Louis    MO
## 48               4 Hands Brewing Company         Saint Louis    MO
## 49               4 Hands Brewing Company         Saint Louis    MO
## 50               4 Hands Brewing Company         Saint Louis    MO
## 51             450 North Brewing Company            Columbus    IN
## 52             450 North Brewing Company            Columbus    IN
## 53             450 North Brewing Company            Columbus    IN
## 54             450 North Brewing Company            Columbus    IN
## 55             450 North Brewing Company            Columbus    IN
## 56             450 North Brewing Company            Columbus    IN
## 57             450 North Brewing Company            Columbus    IN
## 58                7 Seas Brewing Company          Gig Harbor    WA
## 59                7 Seas Brewing Company          Gig Harbor    WA
## 60                7 Seas Brewing Company          Gig Harbor    WA
## 61                7 Seas Brewing Company          Gig Harbor    WA
## 62                            7venth Sun             Dunedin    FL
## 63             AC Golden Brewing Company              Golden    CO
## 64             AC Golden Brewing Company              Golden    CO
## 65                 Abita Brewing Company       Abita Springs    LA
## 66                 Abita Brewing Company       Abita Springs    LA
## 67                 Abita Brewing Company       Abita Springs    LA
## 68             Against The Grain Brewery          Louisville    KY
## 69             Against The Grain Brewery          Louisville    KY
## 70             Against the Grain Brewery          Louisville    KY
## 71             Against the Grain Brewery          Louisville    KY
## 72             Against the Grain Brewery          Louisville    KY
## 73             Against the Grain Brewery          Louisville    KY
## 74             Against the Grain Brewery          Louisville    KY
## 75             Against the Grain Brewery          Louisville    KY
## 76             Against the Grain Brewery          Louisville    KY
## 77             Against the Grain Brewery          Louisville    KY
## 78             Against the Grain Brewery          Louisville    KY
## 79             Against the Grain Brewery          Louisville    KY
## 80             Against the Grain Brewery          Louisville    KY
## 81             Against the Grain Brewery          Louisville    KY
## 82             Against the Grain Brewery          Louisville    KY
## 83               Airways Brewing Company                Kent    WA
## 84               Airways Brewing Company                Kent    WA
## 85               Airways Brewing Company                Kent    WA
## 86                       Alameda Brewing            Portland    OR
## 87                       Alameda Brewing            Portland    OR
## 88                       Alameda Brewing            Portland    OR
## 89               Alaskan Brewing Company              Juneau    AK
## 90               Alaskan Brewing Company              Juneau    AK
## 91                            Ale Asylum             Madison    WI
## 92   Alltech's Lexington Brewing Company           Lexington    KY
## 93   Alltech's Lexington Brewing Company           Lexington    KY
## 94               Amnesia Brewing Company           Washougal    WA
## 95               Amnesia Brewing Company           Washougal    WA
## 96               Amnesia Brewing Company           Washougal    WA
## 97                Anchor Brewing Company       San Francisco    CA
## 98                Anchor Brewing Company       San Francisco    CA
## 99                Anchor Brewing Company       San Francisco    CA
## 100               Anchor Brewing Company       San Francisco    CA
## 101               Anchor Brewing Company       San Francisco    CA
## 102      Anderson Valley Brewing Company           Boonville    CA
## 103      Anderson Valley Brewing Company           Boonville    CA
## 104      Anderson Valley Brewing Company           Boonville    CA
## 105      Anderson Valley Brewing Company           Boonville    CA
## 106      Anderson Valley Brewing Company           Boonville    CA
## 107      Anderson Valley Brewing Company           Boonville    CA
## 108      Anderson Valley Brewing Company           Boonville    CA
## 109      Anderson Valley Brewing Company           Boonville    CA
## 110      Anderson Valley Brewing Company           Boonville    CA
## 111      Anderson Valley Brewing Company           Boonville    CA
## 112      Anderson Valley Brewing Company           Boonville    CA
## 113      Anderson Valley Brewing Company           Boonville    CA
## 114      Anderson Valley Brewing Company           Boonville    CA
## 115      Anderson Valley Brewing Company           Boonville    CA
## 116      Anderson Valley Brewing Company           Boonville    CA
## 117      Anderson Valley Brewing Company           Boonville    CA
## 118      Anderson Valley Brewing Company           Boonville    CA
## 119      Anderson Valley Brewing Company           Boonville    CA
## 120                         Angry Minnow             Hayward    WI
## 121         Angry Minnow Brewing Company             Hayward    WI
## 122         Angry Minnow Brewing Company             Hayward    WI
## 123          Angry Orchard Cider Company          Cincinnati    OH
## 124          Angry Orchard Cider Company          Cincinnati    OH
## 125          Angry Orchard Cider Company          Cincinnati    OH
## 126               Anthem Brewing Company       Oklahoma City    OK
## 127               Anthem Brewing Company       Oklahoma City    OK
## 128               Anthem Brewing Company       Oklahoma City    OK
## 129         Appalachian Mountain Brewery               Boone    NC
## 130         Appalachian Mountain Brewery               Boone    NC
## 131         Appalachian Mountain Brewery               Boone    NC
## 132              Arcadia Brewing Company        Battle Creek    MI
## 133              Arcadia Brewing Company        Battle Creek    MI
## 134                 Arctic Craft Brewery    Colorado Springs    CO
## 135                  Armadillo Ale Works              Denton    TX
## 136                  Armadillo Ale Works              Denton    TX
## 137            Armstrong Brewing Company South San Francisco    CA
## 138                Asher Brewing Company             Boulder    CO
## 139            Asheville Brewing Company           Asheville    NC
## 140            Asheville Brewing Company           Asheville    NC
## 141            Asheville Brewing Company           Asheville    NC
## 142                Aslan Brewing Company          Bellingham    WA
## 143                Aslan Brewing Company          Bellingham    WA
## 144                Aslan Brewing Company          Bellingham    WA
## 145                Aspen Brewing Company               Aspen    CO
## 146                Aspen Brewing Company               Aspen    CO
## 147              Astoria Brewing Company             Astoria    OR
## 148              Astoria Brewing Company             Astoria    OR
## 149              Astoria Brewing Company             Astoria    OR
## 150              Astoria Brewing Company             Astoria    OR
## 151                      Atwater Brewery             Detroit    MI
## 152                      Atwater Brewery             Detroit    MI
## 153                      Atwater Brewery             Detroit    MI
## 154                      Atwater Brewery             Detroit    MI
## 155                      Atwater Brewery             Detroit    MI
## 156                      Atwater Brewery             Detroit    MI
## 157                     Austin Beerworks              Austin    TX
## 158                     Austin Beerworks              Austin    TX
## 159                     Austin Beerworks              Austin    TX
## 160                     Austin Beerworks              Austin    TX
## 161                     Austin Beerworks              Austin    TX
## 162                Avery Brewing Company             Boulder    CO
## 163                Avery Brewing Company             Boulder    CO
## 164                Avery Brewing Company             Boulder    CO
## 165                Avery Brewing Company             Boulder    CO
## 166                Avery Brewing Company             Boulder    CO
## 167                Avery Brewing Company             Boulder    CO
## 168              Aviator Brewing Company       Fuquay-Varina    NC
## 169              Aviator Brewing Company       Fuquay-Varina    NC
## 170              Aviator Brewing Company       Fuquay-Varina    NC
## 171              Aviator Brewing Company       Fuquay-Varina    NC
## 172              Aviator Brewing Company       Fuquay-Varina    NC
## 173              Aviator Brewing Company       Fuquay-Varina    NC
## 174            Back East Brewing Company          Bloomfield    CT
## 175            Back East Brewing Company          Bloomfield    CT
## 176            Back East Brewing Company          Bloomfield    CT
## 177            Back East Brewing Company          Bloomfield    CT
## 178            Back East Brewing Company          Bloomfield    CT
## 179              Back Forty Beer Company             Gadsden    AL
## 180              Back Forty Beer Company             Gadsden    AL
## 181         Bale Breaker Brewing Company              Yakima    WA
## 182         Bale Breaker Brewing Company              Yakima    WA
## 183        Ballast Point Brewing Company           San Diego    CA
## 184        Ballast Point Brewing Company           San Diego    CA
## 185        Ballast Point Brewing Company           San Diego    CA
## 186        Ballast Point Brewing Company           San Diego    CA
## 187        Ballast Point Brewing Company           San Diego    CA
## 188        Ballast Point Brewing Company           San Diego    CA
## 189                  Banner Beer Company        Williamsburg    MA
## 190                  Banner Beer Company        Williamsburg    MA
## 191                  Banner Beer Company        Williamsburg    MA
## 192                   Bare Hands Brewery             Granger    IN
## 193               Barrio Brewing Company              Tucson    AZ
## 194               Barrio Brewing Company              Tucson    AZ
## 195                Base Camp Brewing Co.            Portland    OR
## 196                Base Camp Brewing Co.            Portland    OR
## 197                Base Camp Brewing Co.            Portland    OR
## 198                Base Camp Brewing Co.            Portland    OR
## 199                Base Camp Brewing Co.            Portland    OR
## 200                    Bauhaus Brew Labs         Minneapolis    MN
## 201                    Bauhaus Brew Labs         Minneapolis    MN
## 202                    Bauhaus Brew Labs         Minneapolis    MN
## 203                    Bauhaus Brew Labs         Minneapolis    MN
## 204               Baxter Brewing Company            Lewiston    ME
## 205               Baxter Brewing Company            Lewiston    ME
## 206               Baxter Brewing Company            Lewiston    ME
## 207               Baxter Brewing Company            Lewiston    ME
## 208               Baxter Brewing Company            Lewiston    ME
## 209               Baxter Brewing Company            Lewiston    ME
## 210               Baxter Brewing Company            Lewiston    ME
## 211               Baxter Brewing Company            Lewiston    ME
## 212               Baxter Brewing Company            Lewiston    ME
## 213                Beach Brewing Company      Virginia Beach    VA
## 214                   Beer Works Brewery              Lowell    MA
## 215                   Beer Works Brewery              Lowell    MA
## 216                   Beer Works Brewery              Lowell    MA
## 217                   Beer Works Brewery              Lowell    MA
## 218                       Bell's Brewery           Kalamazoo    MI
## 219                       Bell's Brewery           Kalamazoo    MI
## 220                       Bell's Brewery           Kalamazoo    MI
## 221                       Bell's Brewery           Kalamazoo    MI
## 222                       Bell's Brewery           Kalamazoo    MI
## 223                       Bell's Brewery           Kalamazoo    MI
## 224                    Bent Brewstillery           Roseville    MN
## 225                    Bent Brewstillery           Roseville    MN
## 226                    Bent Brewstillery           Roseville    MN
## 227          Bent Paddle Brewing Company              Duluth    MN
## 228          Bent Paddle Brewing Company              Duluth    MN
## 229          Bent Paddle Brewing Company              Duluth    MN
## 230          Bent Paddle Brewing Company              Duluth    MN
## 231          Bent Paddle Brewing Company              Duluth    MN
## 232          Bent Paddle Brewing Company              Duluth    MN
## 233            Berkshire Brewing Company     South Deerfield    MA
## 234            Berkshire Brewing Company     South Deerfield    MA
## 235             Big Bend Brewing Company              Alpine    TX
## 236             Big Bend Brewing Company              Alpine    TX
## 237             Big Bend Brewing Company              Alpine    TX
## 238             Big Bend Brewing Company              Alpine    TX
## 239             Big Bend Brewing Company              Alpine    TX
## 240                   Big Choice Brewing          Broomfield    CO
## 241                   Big Choice Brewing          Broomfield    CO
## 242                   Big Choice Brewing          Broomfield    CO
## 243                   Big Choice Brewing          Broomfield    CO
## 244                      Big Elm Brewing           Sheffield    MA
## 245                      Big Elm Brewing           Sheffield    MA
## 246                      Big Elm Brewing           Sheffield    MA
## 247                     Big Lake Brewing             Holland    MI
## 248                     Big Lake Brewing             Holland    MI
## 249                    Big Muddy Brewing         Murphysboro    IL
## 250                    Big Muddy Brewing         Murphysboro    IL
## 251            Big River Brewing Company         Chattanooga    TN
## 252            Big River Brewing Company         Chattanooga    TN
## 253              Big Sky Brewing Company            Missoula    MT
## 254              Big Sky Brewing Company            Missoula    MT
## 255              Big Sky Brewing Company            Missoula    MT
## 256              Big Sky Brewing Company            Missoula    MT
## 257              Big Sky Brewing Company            Missoula    MT
## 258              Big Sky Brewing Company            Missoula    MT
## 259              Big Sky Brewing Company            Missoula    MT
## 260              Big Sky Brewing Company            Missoula    MT
## 261              Big Sky Brewing Company            Missoula    MT
## 262              Big Sky Brewing Company            Missoula    MT
## 263              Big Sky Brewing Company            Missoula    MT
## 264              Big Sky Brewing Company            Missoula    MT
## 265            Big Storm Brewing Company              Odessa    FL
## 266            Big Storm Brewing Company              Odessa    FL
## 267                     Big Wood Brewery     Vadnais Heights    MN
## 268                     Big Wood Brewery     Vadnais Heights    MN
## 269                     Big Wood Brewery     Vadnais Heights    MN
## 270                     Big Wood Brewery     Vadnais Heights    MN
## 271                     Big Wood Brewery     Vadnais Heights    MN
## 272             Birdsong Brewing Company           Charlotte    NC
## 273                  Bitter Root Brewing            Hamilton    MT
## 274                  Bitter Root Brewing            Hamilton    MT
## 275                  Bitter Root Brewing            Hamilton    MT
## 276               Black Acre Brewing Co.        Indianapolis    IN
## 277         Black Market Brewing Company            Temecula    CA
## 278         Black Market Brewing Company            Temecula    CA
## 279         Black Market Brewing Company            Temecula    CA
## 280         Black Market Brewing Company            Temecula    CA
## 281          Black Shirt Brewing Company              Denver    CO
## 282          Black Shirt Brewing Company              Denver    CO
## 283          Black Shirt Brewing Company              Denver    CO
## 284          Black Shirt Brewing Company              Denver    CO
## 285          Black Tooth Brewing Company            Sheridan    WY
## 286          Black Tooth Brewing Company            Sheridan    WY
## 287                   Blackrocks Brewery           Marquette    MA
## 288                   Blackrocks Brewery           Marquette    MI
## 289                   Blackrocks Brewery           Marquette    MI
## 290                   Blackrocks Brewery           Marquette    MI
## 291                   Blackrocks Brewery           Marquette    MI
## 292                   Blackrocks Brewery           Marquette    MI
## 293                   Blackrocks Brewery           Marquette    MI
## 294           Blue Blood Brewing Company             Lincoln    NE
## 295           Blue Blood Brewing Company             Lincoln    NE
## 296           Blue Blood Brewing Company             Lincoln    NE
## 297           Blue Blood Brewing Company             Lincoln    NE
## 298           Blue Blood Brewing Company             Lincoln    NE
## 299           Blue Blood Brewing Company             Lincoln    NE
## 300           Blue Blood Brewing Company             Lincoln    NE
## 301           Blue Blood Brewing Company             Lincoln    NE
## 302           Blue Blood Brewing Company             Lincoln    NE
## 303           Blue Blood Brewing Company             Lincoln    NE
## 304           Blue Blood Brewing Company             Lincoln    NE
## 305           Blue Blood Brewing Company             Lincoln    NE
## 306           Blue Blood Brewing Company             Lincoln    NE
## 307           Blue Blood Brewing Company             Lincoln    NE
## 308                        Blue Dog Mead              Eugene    OR
## 309                        Blue Dog Mead              Eugene    OR
## 310                   Blue Hills Brewery              Canton    MA
## 311                Blue Mountain Brewery               Afton    VA
## 312                Blue Mountain Brewery               Afton    VA
## 313                Blue Mountain Brewery               Afton    VA
## 314                Blue Mountain Brewery               Afton    VA
## 315                Blue Mountain Brewery           Arrington    VA
## 316                     Blue Owl Brewing              Austin    TX
## 317                     Blue Owl Brewing              Austin    TX
## 318                     Blue Owl Brewing              Austin    TX
## 319                     Blue Owl Brewing              Austin    TX
## 320           Blue Point Brewing Company           Patchogue    NY
## 321           Blue Point Brewing Company           Patchogue    NY
## 322           Blue Point Brewing Company           Patchogue    NY
## 323           Blue Point Brewing Company           Patchogue    NY
## 324                     Bohemian Brewery             Midvale    UT
## 325                     Bohemian Brewery             Midvale    UT
## 326                     Bohemian Brewery             Midvale    UT
## 327                     Bohemian Brewery             Midvale    UT
## 328                     Bohemian Brewery             Midvale    UT
## 329                    Bold City Brewery        Jacksonville    FL
## 330                    Bold City Brewery        Jacksonville    FL
## 331                    Bold City Brewery        Jacksonville    FL
## 332                 Bolero Snort Brewery     Ridgefield Park    NJ
## 333                 Bolero Snort Brewery     Ridgefield Park    NJ
## 334                    Bomb Beer Company            New York    NY
## 335                    Bomb Beer Company            New York    NY
## 336              Bonfire Brewing Company               Eagle    CO
## 337              Bonfire Brewing Company               Eagle    CO
## 338              Bonfire Brewing Company               Eagle    CO
## 339              Bonfire Brewing Company               Eagle    CO
## 340              Bonfire Brewing Company               Eagle    CO
## 341              Bonfire Brewing Company               Eagle    CO
## 342              Bonfire Brewing Company               Eagle    CO
## 343              Bonfire Brewing Company               Eagle    CO
## 344              Bonfire Brewing Company               Eagle    CO
## 345              Bonfire Brewing Company               Eagle    CO
## 346              Bonfire Brewing Company               Eagle    CO
## 347              Bonfire Brewing Company               Eagle    CO
## 348              Bonfire Brewing Company               Eagle    CO
## 349              Bonfire Brewing Company               Eagle    CO
## 350              Bonfire Brewing Company               Eagle    CO
## 351              Bonfire Brewing Company               Eagle    CO
## 352              Bonfire Brewing Company               Eagle    CO
## 353              Bonfire Brewing Company               Eagle    CO
## 354              Bonfire Brewing Company               Eagle    CO
## 355          Borderlands Brewing Company              Tucson    AZ
## 356                  Boston Beer Company              Boston    MA
## 357                  Boston Beer Company              Boston    MA
## 358                  Boston Beer Company              Boston    MA
## 359                  Boston Beer Company              Boston    MA
## 360                  Boston Beer Company              Boston    MA
## 361                  Boston Beer Company              Boston    MA
## 362                  Boston Beer Company              Boston    MA
## 363                  Boston Beer Company              Boston    MA
## 364                  Boston Beer Company              Boston    MA
## 365                 Boulder Beer Company             Boulder    CO
## 366                 Boulder Beer Company             Boulder    CO
## 367                 Boulder Beer Company             Boulder    CO
## 368            Boulevard Brewing Company         Kansas City    MO
## 369               Boxcar Brewing Company        West Chester    PA
## 370               Boxcar Brewing Company        West Chester    PA
## 371               Boxcar Brewing Company        West Chester    PA
## 372              Bozeman Brewing Company             Bozeman    MT
## 373              Bozeman Brewing Company             Bozeman    MT
## 374              Bozeman Brewing Company             Bozeman    MT
## 375              Bozeman Brewing Company             Bozeman    MT
## 376              Bozeman Brewing Company             Bozeman    MT
## 377           Branchline Brewing Company         San Antonio    TX
## 378                    Breakside Brewery            Portland    OR
## 379                 Breckenridge Brewery              Denver    CO
## 380                 Breckenridge Brewery              Denver    CO
## 381                 Breckenridge Brewery              Denver    CO
## 382                 Breckenridge Brewery              Denver    CO
## 383                     Brew Bus Brewing               Tampa    FL
## 384                     Brew Bus Brewing               Tampa    FL
## 385                     Brew Bus Brewing               Tampa    FL
## 386                     Brew Bus Brewing               Tampa    FL
## 387                    Brew Link Brewing          Plainfield    IN
## 388                  Brewery Terra Firma       Traverse City    MI
## 389                       Brewery Vivant        Grand Rapids    MI
## 390                       Brewery Vivant        Grand Rapids    MI
## 391                       Brewery Vivant        Grand Rapids    MI
## 392                       Brewery Vivant        Grand Rapids    MI
## 393                       Brewery Vivant        Grand Rapids    MI
## 394                       Brewery Vivant        Grand Rapids    MI
## 395                       Brewery Vivant        Grand Rapids    MI
## 396                       Brewery Vivant        Grand Rapids    MI
## 397                       Brewery Vivant        Grand Rapids    MI
## 398                       Brewery Vivant        Grand Rapids    MI
## 399                       Brewery Vivant        Grand Rapids    MI
## 400                       Brewery Vivant        Grand Rapids    MI
## 401                       Brewery Vivant        Grand Rapids    MI
## 402                       Brewery Vivant        Grand Rapids    MI
## 403                       Brewery Vivant        Grand Rapids    MI
## 404                       Brewery Vivant        Grand Rapids    MI
## 405                       Brewery Vivant        Grand Rapids    MI
## 406                       Brewery Vivant        Grand Rapids    MI
## 407                       Brewery Vivant        Grand Rapids    MI
## 408                       Brewery Vivant        Grand Rapids    MI
## 409                       Brewery Vivant        Grand Rapids    MI
## 410                       Brewery Vivant        Grand Rapids    MI
## 411                       Brewery Vivant        Grand Rapids    MI
## 412                       Brewery Vivant        Grand Rapids    MI
## 413                       Brewery Vivant        Grand Rapids    MI
## 414                       Brewery Vivant        Grand Rapids    MI
## 415                       Brewery Vivant        Grand Rapids    MI
## 416                       Brewery Vivant        Grand Rapids    MI
## 417                       Brewery Vivant        Grand Rapids    MI
## 418                       Brewery Vivant        Grand Rapids    MI
## 419                       Brewery Vivant        Grand Rapids    MI
## 420                       Brewery Vivant        Grand Rapids    MI
## 421                       Brewery Vivant        Grand Rapids    MI
## 422                       Brewery Vivant        Grand Rapids    MI
## 423                       Brewery Vivant        Grand Rapids    MI
## 424                       Brewery Vivant        Grand Rapids    MI
## 425                       Brewery Vivant        Grand Rapids    MI
## 426                       Brewery Vivant        Grand Rapids    MI
## 427                       Brewery Vivant        Grand Rapids    MI
## 428                       Brewery Vivant        Grand Rapids    MI
## 429                       Brewery Vivant        Grand Rapids    MI
## 430                       Brewery Vivant        Grand Rapids    MI
## 431                       Brewery Vivant        Grand Rapids    MI
## 432                       Brewery Vivant        Grand Rapids    MI
## 433                       Brewery Vivant        Grand Rapids    MI
## 434                       Brewery Vivant        Grand Rapids    MI
## 435                       Brewery Vivant        Grand Rapids    MI
## 436                       Brewery Vivant        Grand Rapids    MI
## 437                       Brewery Vivant        Grand Rapids    MI
## 438                       Brewery Vivant        Grand Rapids    MI
## 439                       Brewery Vivant        Grand Rapids    MI
## 440                       Brewery Vivant        Grand Rapids    MI
## 441                       Brewery Vivant        Grand Rapids    MI
## 442                       Brewery Vivant        Grand Rapids    MI
## 443                       Brewery Vivant        Grand Rapids    MI
## 444                       Brewery Vivant        Grand Rapids    MI
## 445                       Brewery Vivant        Grand Rapids    MI
## 446                       Brewery Vivant        Grand Rapids    MI
## 447                       Brewery Vivant        Grand Rapids    MI
## 448                       Brewery Vivant        Grand Rapids    MI
## 449                       Brewery Vivant        Grand Rapids    MI
## 450                       Brewery Vivant        Grand Rapids    MI
## 451          Brindle Dog Brewing Company           Tampa Bay    FL
## 452          Brindle Dog Brewing Company           Tampa Bay    FL
## 453              Broad Brook Brewing LLC        East Windsor    CT
## 454         Broken Tooth Brewing Company           Anchorage    AK
## 455         Broken Tooth Brewing Company           Anchorage    AK
## 456         Broken Tooth Brewing Company           Anchorage    AK
## 457         Broken Tooth Brewing Company           Anchorage    AK
## 458                     Brooklyn Brewery            Brooklyn    NY
## 459                     Brooklyn Brewery            Brooklyn    NY
## 460                     Brooklyn Brewery            Brooklyn    NY
## 461                     Brooklyn Brewery            Brooklyn    NY
## 462                     Brooklyn Brewery            Brooklyn    NY
## 463                     Brooklyn Brewery            Brooklyn    NY
## 464             Buckbean Brewing Company                Reno    NV
## 465             Buckbean Brewing Company                Reno    NV
## 466             Buckbean Brewing Company                Reno    NV
## 467             Buckbean Brewing Company                Reno    NV
## 468             Buckbean Brewing Company                Reno    NV
## 469             Buckbean Brewing Company                Reno    NV
## 470             Buckbean Brewing Company                Reno    NV
## 471                      Buckeye Brewing           Cleveland    OH
## 472                   BuckleDown Brewing               Lyons    IL
## 473        Buffalo Bayou Brewing Company             Houston    TX
## 474        Buffalo Bayou Brewing Company             Houston    TX
## 475        Buffalo Bayou Brewing Company             Houston    TX
## 476                     Burn 'Em Brewing       Michigan City    IN
## 477                     Burn 'Em Brewing       Michigan City    IN
## 478                     Burn 'Em Brewing       Michigan City    IN
## 479                     Burn 'Em Brewing       Michigan City    IN
## 480                     Burn 'Em Brewing       Michigan City    IN
## 481                     Burn 'Em Brewing       Michigan City    IN
## 482                     Burn 'Em Brewing       Michigan City    IN
## 483                     Burn 'Em Brewing       Michigan City    IN
## 484                     Burn 'Em Brewing       Michigan City    IN
## 485                     Burn 'Em Brewing       Michigan City    IN
## 486                     Burn 'Em Brewing       Michigan City    IN
## 487                 Burnside Brewing Co.            Portland    OR
## 488                    Butcher's Brewing            Carlsbad    CA
## 489              Butternuts Beer and Ale       Garrattsville    NY
## 490              Butternuts Beer and Ale       Garrattsville    NY
## 491              Butternuts Beer and Ale       Garrattsville    NY
## 492              Butternuts Beer and Ale       Garrattsville    NY
## 493                COAST Brewing Company          Charleston    SC
## 494                COAST Brewing Company          Charleston    SC
## 495                COAST Brewing Company          Charleston    SC
## 496                COAST Brewing Company          Charleston    SC
## 497                COAST Brewing Company          Charleston    SC
## 498                COAST Brewing Company          Charleston    SC
## 499                       COOP Ale Works       Oklahoma City    OK
## 500                       COOP Ale Works       Oklahoma City    OK
## 501                       COOP Ale Works       Oklahoma City    OK
## 502                       COOP Ale Works       Oklahoma City    OK
## 503                       COOP Ale Works       Oklahoma City    OK
## 504                       COOP Ale Works       Oklahoma City    OK
## 505              Caldera Brewing Company             Ashland    OR
## 506              Caldera Brewing Company             Ashland    OR
## 507              Caldera Brewing Company             Ashland    OR
## 508              Caldera Brewing Company             Ashland    OR
## 509              Caldera Brewing Company             Ashland    OR
## 510              Caldera Brewing Company             Ashland    OR
## 511              Caldera Brewing Company             Ashland    OR
## 512              Caldera Brewing Company             Ashland    OR
## 513              Caldera Brewing Company             Ashland    OR
## 514              Caldera Brewing Company             Ashland    OR
## 515              Caldera Brewing Company             Ashland    OR
## 516              Caldera Brewing Company             Ashland    OR
## 517              Caldera Brewing Company             Ashland    OR
## 518              Caldera Brewing Company             Ashland    OR
## 519            Cambridge Brewing Company           Cambridge    MA
## 520            Cambridge Brewing Company           Cambridge    MA
## 521                 Cans Bar and Canteen           Charlotte    NC
## 522                 Cans Bar and Canteen           Charlotte    NC
## 523                 Cans Bar and Canteen           Charlotte    NC
## 524                 Cans Bar and Canteen           Charlotte    NC
## 525             Cape Ann Brewing Company          Gloucester    MA
## 526             Cape Ann Brewing Company          Gloucester    MA
## 527             Cape Ann Brewing Company          Gloucester    MA
## 528             Cape Ann Brewing Company          Gloucester    MA
## 529             Cape Ann Brewing Company          Gloucester    MA
## 530                        Cape Cod Beer             Hyannis    MA
## 531                        Cape Cod Beer             Hyannis    MA
## 532                      Capital Brewery           Middleton    WI
## 533                      Capital Brewery           Middleton    WI
## 534                      Capital Brewery           Middleton    WI
## 535                      Capital Brewery           Middleton    WI
## 536                      Capital Brewery           Middleton    WI
## 537                      Capital Brewery           Middleton    WI
## 538                      Capital Brewery           Middleton    WI
## 539                      Capital Brewery           Middleton    WI
## 540                      Capital Brewery           Middleton    WI
## 541                      Capital Brewery           Middleton    WI
## 542                      Capital Brewery           Middleton    WI
## 543             Carolina Beer & Beverage         Mooresville    NC
## 544             Carolina Beer & Beverage         Mooresville    NC
## 545             Carolina Beer & Beverage         Mooresville    NC
## 546                     Carolina Brewery           Pittsboro    NC
## 547                     Carolina Brewery           Pittsboro    NC
## 548                     Carolina Brewery           Pittsboro    NC
## 549               Carton Brewing Company  Atlantic Highlands    NJ
## 550               Carton Brewing Company  Atlantic Highlands    NJ
## 551               Carton Brewing Company  Atlantic Highlands    NJ
## 552               Carton Brewing Company  Atlantic Highlands    NJ
## 553           Cascadia Ciderworks United            Portland    OR
## 554           Cascadia Ciderworks United            Portland    OR
## 555              Catawba Brewing Company           Morganton    NC
## 556              Catawba Brewing Company           Morganton    NC
## 557              Catawba Brewing Company           Morganton    NC
## 558              Catawba Brewing Company           Morganton    NC
## 559              Catawba Brewing Company           Morganton    NC
## 560              Catawba Brewing Company           Morganton    NC
## 561              Catawba Brewing Company           Morganton    NC
## 562               Catawba Island Brewing        Port Clinton    OH
## 563               Catawba Island Brewing        Port Clinton    OH
## 564       Catawba Valley Brewing Company           Morganton    NC
## 565       Catawba Valley Brewing Company           Morganton    NC
## 566                  Cedar Creek Brewery        Seven Points    TX
## 567                  Cedar Creek Brewery        Seven Points    TX
## 568                  Cedar Creek Brewery        Seven Points    TX
## 569                  Cedar Creek Brewery        Seven Points    TX
## 570                  Cedar Creek Brewery        Seven Points    TX
## 571                  Cedar Creek Brewery        Seven Points    TX
## 572              Centennial Beer Company             Edwards    CO
## 573              Centennial Beer Company             Edwards    CO
## 574  Center of the Universe Brewing C...             Ashland    VA
## 575  Center of the Universe Brewing C...             Ashland    VA
## 576  Center of the Universe Brewing C...             Ashland    VA
## 577  Center of the Universe Brewing C...             Ashland    VA
## 578        Central Coast Brewing Company     San Luis Obispo    CA
## 579        Central Coast Brewing Company     San Luis Obispo    CA
## 580        Central Coast Brewing Company     San Luis Obispo    CA
## 581        Central Coast Brewing Company     San Luis Obispo    CA
## 582             Champion Brewing Company     Charlottesville    VA
## 583             Champion Brewing Company     Charlottesville    VA
## 584             Champion Brewing Company     Charlottesville    VA
## 585             Champion Brewing Company     Charlottesville    VA
## 586                    Chapman's Brewing              Angola    IN
## 587                    Chapman's Brewing              Angola    IN
## 588                    Chapman's Brewing              Angola    IN
## 589                    Chapman's Brewing              Angola    IN
## 590                      Chatham Brewing             Chatham    NY
## 591                      Chatham Brewing             Chatham    NY
## 592            Cheboygan Brewing Company           Cheboygan    MI
## 593            Cheboygan Brewing Company           Cheboygan    MI
## 594            Cheboygan Brewing Company           Cheboygan    MI
## 595   Christian Moerlein Brewing Company          Cincinnati    OH
## 596                Churchkey Can Company             Seattle    WA
## 597                            Ciderboys       Stevens Point    WI
## 598                            Ciderboys       Stevens Point    WI
## 599           Cigar City Brewing Company               Tampa    FL
## 600           Cigar City Brewing Company               Tampa    FL
## 601           Cigar City Brewing Company               Tampa    FL
## 602           Cigar City Brewing Company               Tampa    FL
## 603           Cigar City Brewing Company               Tampa    FL
## 604           Cigar City Brewing Company               Tampa    FL
## 605           Cigar City Brewing Company               Tampa    FL
## 606           Cigar City Brewing Company               Tampa    FL
## 607           Cigar City Brewing Company               Tampa    FL
## 608           Cigar City Brewing Company               Tampa    FL
## 609           Cigar City Brewing Company               Tampa    FL
## 610           Cigar City Brewing Company               Tampa    FL
## 611           Cigar City Brewing Company               Tampa    FL
## 612           Cigar City Brewing Company               Tampa    FL
## 613           Cigar City Brewing Company               Tampa    FL
## 614           Cigar City Brewing Company               Tampa    FL
## 615           Cigar City Brewing Company               Tampa    FL
## 616           Cigar City Brewing Company               Tampa    FL
## 617           Cigar City Brewing Company               Tampa    FL
## 618           Cigar City Brewing Company               Tampa    FL
## 619           Cigar City Brewing Company               Tampa    FL
## 620           Cigar City Brewing Company               Tampa    FL
## 621           Cigar City Brewing Company               Tampa    FL
## 622           Cigar City Brewing Company               Tampa    FL
## 623           Cigar City Brewing Company               Tampa    FL
## 624                        Cisco Brewers           Nantucket    MA
## 625                        Cisco Brewers           Nantucket    MA
## 626                        Cisco Brewers           Nantucket    MA
## 627                        Cisco Brewers           Nantucket    MA
## 628                        Cisco Brewers           Nantucket    MA
## 629                        Cisco Brewers           Nantucket    MA
## 630                        Cisco Brewers           Nantucket    MA
## 631                 Claremont Craft Ales           Claremont    CA
## 632            Coalition Brewing Company            Portland    OR
## 633            Coalition Brewing Company            Portland    OR
## 634          Coastal Empire Beer Company            Savannah    GA
## 635          Coastal Empire Beer Company            Savannah    GA
## 636      Coastal Extreme Brewing Company             Newport    RI
## 637      Coastal Extreme Brewing Company             Newport    RI
## 638      Coastal Extreme Brewing Company             Newport    RI
## 639      Coastal Extreme Brewing Company             Newport    RI
## 640     College Street Brewhouse and Pub    Lake Havasu City    AZ
## 641           Confluence Brewing Company          Des Moines    IA
## 642           Confluence Brewing Company          Des Moines    IA
## 643           Confluence Brewing Company          Des Moines    IA
## 644    Core Brewing & Distilling Company          Springdale    AR
## 645    Core Brewing & Distilling Company          Springdale    AR
## 646    Core Brewing & Distilling Company          Springdale    AR
## 647    Core Brewing & Distilling Company          Springdale    AR
## 648                     Cottrell Brewing           Pawcatuck    CT
## 649                  Covington Brewhouse           Covington    LA
## 650             Crabtree Brewing Company             Greeley    CO
## 651             Crabtree Brewing Company             Greeley    CO
## 652             Crabtree Brewing Company             Greeley    CO
## 653       Crazy Mountain Brewing Company             Edwards    CO
## 654       Crazy Mountain Brewing Company             Edwards    CO
## 655       Crazy Mountain Brewing Company             Edwards    CO
## 656       Crazy Mountain Brewing Company             Edwards    CO
## 657       Crazy Mountain Brewing Company             Edwards    CO
## 658       Crazy Mountain Brewing Company             Edwards    CO
## 659       Crazy Mountain Brewing Company             Edwards    CO
## 660       Crazy Mountain Brewing Company             Edwards    CO
## 661                    Creature Comforts              Athens    GA
## 662                    Creature Comforts              Athens    GA
## 663        Crooked Fence Brewing Company         Garden City    ID
## 664        Crooked Fence Brewing Company         Garden City    ID
## 665        Crooked Fence Brewing Company         Garden City    ID
## 666            Crow Peak Brewing Company           Spearfish    SD
## 667            Crow Peak Brewing Company           Spearfish    SD
## 668            Crow Peak Brewing Company           Spearfish    SD
## 669            Crow Peak Brewing Company           Spearfish    SD
## 670            Crow Peak Brewing Company           Spearfish    SD
## 671            Crow Peak Brewing Company           Spearfish    SD
## 672            Crow Peak Brewing Company           Spearfish    SD
## 673      Crystal Springs Brewing Company             Boulder    CO
## 674      Crystal Springs Brewing Company             Boulder    CO
## 675              Cutters Brewing Company                Avon    IN
## 676              Cutters Brewing Company                Avon    IN
## 677              Cutters Brewing Company                Avon    IN
## 678              Cutters Brewing Company                Avon    IN
## 679           D.L. Geary Brewing Company            Portland    ME
## 680           D.L. Geary Brewing Company            Portland    ME
## 681              DC Brau Brewing Company          Washington    DC
## 682              DC Brau Brewing Company          Washington    DC
## 683              DC Brau Brewing Company          Washington    DC
## 684              DC Brau Brewing Company          Washington    DC
## 685              DC Brau Brewing Company          Washington    DC
## 686              DC Brau Brewing Company          Washington    DC
## 687              DC Brau Brewing Company          Washington    DC
## 688              DC Brau Brewing Company          Washington    DC
## 689                Dad & Dude's Breweria              Aurora    CO
## 690                Dad & Dude's Breweria              Aurora    CO
## 691            Daredevil Brewing Company         Shelbyville    IN
## 692                      Dave's Brewfarm              Wilson    WI
## 693                    David's Ale Works     Diamond Springs    CA
## 694                    David's Ale Works     Diamond Springs    CA
## 695         Dead Armadillo Craft Brewing               Tulsa    OK
## 696           Deep Ellum Brewing Company              Dallas    TX
## 697           Deep Ellum Brewing Company              Dallas    TX
## 698           Deep Ellum Brewing Company              Dallas    TX
## 699           Deep Ellum Brewing Company              Dallas    TX
## 700           Deep Ellum Brewing Company              Dallas    TX
## 701           Deep Ellum Brewing Company              Dallas    TX
## 702           Deep Ellum Brewing Company              Dallas    TX
## 703           Deep Ellum Brewing Company              Dallas    TX
## 704           Deep Ellum Brewing Company              Dallas    TX
## 705             Defiance Brewing Company                Hays    KS
## 706             Defiance Brewing Company                Hays    KS
## 707               Denali Brewing Company           Talkeetna    AK
## 708               Denali Brewing Company           Talkeetna    AK
## 709               Denali Brewing Company           Talkeetna    AK
## 710               Denali Brewing Company           Talkeetna    AK
## 711                  Denver Beer Company              Denver    CO
## 712                  Denver Beer Company              Denver    CO
## 713                    Deschutes Brewery                Bend    OR
## 714                      Destihl Brewery         Bloomington    IL
## 715                      Destihl Brewery         Bloomington    IL
## 716                      Destihl Brewery         Bloomington    IL
## 717                      Destihl Brewery         Bloomington    IL
## 718                      Destihl Brewery         Bloomington    IL
## 719                      Destihl Brewery         Bloomington    IL
## 720                      Destihl Brewery         Bloomington    IL
## 721     Devil's Backbone Brewing Company           Lexington    VA
## 722     Devil's Backbone Brewing Company           Lexington    VA
## 723               Devil's Canyon Brewery             Belmont    CA
## 724               Devil's Canyon Brewery             Belmont    CA
## 725               Devil's Canyon Brewery             Belmont    CA
## 726               Devil's Canyon Brewery             Belmont    CA
## 727               Dick's Brewing Company           Centralia    WA
## 728         Dirty Bucket Brewing Company         Woodinville    WA
## 729                  Dock Street Brewery        Philadelphia    PA
## 730                Dolores River Brewery             Dolores    CO
## 731                Dolores River Brewery             Dolores    CO
## 732                Dolores River Brewery             Dolores    CO
## 733                Dolores River Brewery             Dolores    CO
## 734                Dolores River Brewery             Dolores    CO
## 735                Dolores River Brewery             Dolores    CO
## 736                 Downeast Cider House          Leominster    MA
## 737                 Downeast Cider House          Leominster    MA
## 738             Dry Dock Brewing Company              Aurora    CO
## 739             Dry Dock Brewing Company              Aurora    CO
## 740             Dry Dock Brewing Company              Aurora    CO
## 741             Dry Dock Brewing Company              Aurora    CO
## 742            Due South Brewing Company       Boynton Beach    FL
## 743               Dundee Brewing Company           Rochester    NY
## 744        Eddyline Brewery & Restaurant         Buena Vista    CO
## 745        Eddyline Brewery & Restaurant         Buena Vista    CO
## 746        Eddyline Brewery & Restaurant         Buena Vista    CO
## 747        Eddyline Brewery & Restaurant         Buena Vista    CO
## 748        Eddyline Brewery & Restaurant         Buena Vista    CO
## 749        Eddyline Brewery & Restaurant         Buena Vista    CO
## 750        Eddyline Brewery & Restaurant         Buena Vista    CO
## 751             Elevator Brewing Company            Columbus    OH
## 752            Emerald City Beer Company             Seattle    WA
## 753                    Engine 15 Brewing  Jacksonville Beach    FL
## 754                       Engine House 9              Tacoma    WA
## 755                         Epic Brewing              Denver    CO
## 756                         Epic Brewing              Denver    CO
## 757                         Epic Brewing              Denver    CO
## 758                         Epic Brewing              Denver    CO
## 759                  Everybody's Brewing        White Salmon    WA
## 760                  Everybody's Brewing        White Salmon    WA
## 761                   Evil Czech Brewery           Mishawaka    IN
## 762                   Evil Czech Brewery           Mishawaka    IN
## 763                   Evil Czech Brewery           Mishawaka    IN
## 764                   Evil Czech Brewery           Mishawaka    IN
## 765                   Evil Czech Brewery           Mishawaka    IN
## 766                   Evil Czech Brewery           Mishawaka    IN
## 767                    Evil Twin Brewing            Brooklyn    NY
## 768                    Evil Twin Brewing            Brooklyn    NY
## 769                    Evil Twin Brewing            Brooklyn    NY
## 770                    Evil Twin Brewing            Brooklyn    NY
## 771                    Evil Twin Brewing            Brooklyn    NY
## 772                Fargo Brewing Company               Fargo    ND
## 773                Fargo Brewing Company               Fargo    ND
## 774                Fargo Brewing Company               Fargo    ND
## 775                   Fat Head's Brewery  Middleburg Heights    OH
## 776                   Fat Head's Brewery  Middleburg Heights    OH
## 777                 Fate Brewing Company             Boulder    CO
## 778                 Fate Brewing Company             Boulder    CO
## 779                 Fate Brewing Company             Boulder    CO
## 780                 Fate Brewing Company             Boulder    CO
## 781                 Fate Brewing Company             Boulder    CO
## 782             Fearless Brewing Company            Estacada    OR
## 783             Fearless Brewing Company            Estacada    OR
## 784             Fearless Brewing Company            Estacada    OR
## 785             Fearless Brewing Company            Estacada    OR
## 786             Fearless Brewing Company            Estacada    OR
## 787             Fearless Brewing Company            Estacada    OR
## 788           Fiddlehead Brewing Company           Shelburne    VT
## 789           Fiddlehead Brewing Company           Shelburne    VT
## 790           Fiddlehead Brewing Company           Shelburne    VT
## 791           Fiddlehead Brewing Company           Shelburne    VT
## 792    Figueroa Mountain Brewing Company            Buellton    CA
## 793    Figueroa Mountain Brewing Company            Buellton    CA
## 794    Figueroa Mountain Brewing Company            Buellton    CA
## 795                 Finch's Beer Company             Chicago    IL
## 796                 Finch's Beer Company             Chicago    IL
## 797                 Finch's Beer Company             Chicago    IL
## 798                 Finch's Beer Company             Chicago    IL
## 799                 Finch's Beer Company             Chicago    IL
## 800                 Finch's Beer Company             Chicago    IL
## 801                 Finch's Beer Company             Chicago    IL
## 802                 Finch's Beer Company             Chicago    IL
## 803                 Finch's Beer Company             Chicago    IL
## 804                 Finch's Beer Company             Chicago    IL
## 805     Firestone Walker Brewing Company         Paso Robles    CA
## 806     Firestone Walker Brewing Company         Paso Robles    CA
## 807     Firestone Walker Brewing Company         Paso Robles    CA
## 808     Firestone Walker Brewing Company         Paso Robles    CA
## 809     Firestone Walker Brewing Company         Paso Robles    CA
## 810                    Flat 12 Bierwerks        Indianapolis    IN
## 811                    Flat 12 Bierwerks        Indianapolis    IN
## 812                    Flat 12 Bierwerks        Indianapolis    IN
## 813            Flat Rock Brewing Company            Smithton    PA
## 814                Flesk Brewing Company             Lombard    IL
## 815                   Flying Dog Brewery           Frederick    MD
## 816                   Flying Dog Brewery           Frederick    MD
## 817                 Flying Mouse Brewery          Troutville    VA
## 818                 Flying Mouse Brewery          Troutville    VA
## 819            Foolproof Brewing Company           Pawtucket    RI
## 820            Foolproof Brewing Company           Pawtucket    RI
## 821            Foolproof Brewing Company           Pawtucket    RI
## 822            Foolproof Brewing Company           Pawtucket    RI
## 823                  Forgotten Boardwalk         Cherry Hill    NJ
## 824                  Forgotten Boardwalk         Cherry Hill    NJ
## 825                  Fort George Brewery             Astoria    OR
## 826                  Fort George Brewery             Astoria    OR
## 827                  Fort George Brewery             Astoria    OR
## 828                  Fort George Brewery             Astoria    OR
## 829                  Fort George Brewery             Astoria    OR
## 830                  Fort George Brewery             Astoria    OR
## 831                  Fort George Brewery             Astoria    OR
## 832                  Fort George Brewery             Astoria    OR
## 833                  Fort George Brewery             Astoria    OR
## 834                  Fort George Brewery             Astoria    OR
## 835                  Fort George Brewery             Astoria    OR
## 836                  Fort George Brewery             Astoria    OR
## 837            Fort Pitt Brewing Company             Latrobe    PA
## 838              Fort Point Beer Company       San Francisco    CA
## 839              Fort Point Beer Company       San Francisco    CA
## 840              Fort Point Beer Company       San Francisco    CA
## 841              Fort Point Beer Company       San Francisco    CA
## 842             Founders Brewing Company        Grand Rapids    MI
## 843             Founders Brewing Company        Grand Rapids    MI
## 844             Founders Brewing Company        Grand Rapids    MI
## 845         Four Corners Brewing Company              Dallas    TX
## 846         Four Corners Brewing Company              Dallas    TX
## 847         Four Corners Brewing Company              Dallas    TX
## 848                Four Fathers Brewing           Valparaiso    IN
## 849                Four Fathers Brewing           Valparaiso    IN
## 850                Four Fathers Brewing           Valparaiso    IN
## 851                Four Fathers Brewing           Valparaiso    IN
## 852        Four Horsemen Brewing Company          South Bend    IN
## 853           Four Peaks Brewing Company               Tempe    AZ
## 854           Four Peaks Brewing Company               Tempe    AZ
## 855           Four Peaks Brewing Company               Tempe    AZ
## 856           Four Peaks Brewing Company               Tempe    AZ
## 857           Four Peaks Brewing Company               Tempe    AZ
## 858           Four Peaks Brewing Company               Tempe    AZ
## 859           Four Peaks Brewing Company               Tempe    AZ
## 860          Four String Brewing Company            Columbus    OH
## 861          Four String Brewing Company            Columbus    OH
## 862          Four String Brewing Company            Columbus    OH
## 863          Four String Brewing Company            Columbus    OH
## 864                  Frankenmuth Brewery         Frankenmuth    MI
## 865                  Frankenmuth Brewery         Frankenmuth    MI
## 866                  Frankenmuth Brewery         Frankenmuth    MI
## 867             Freetail Brewing Company         San Antonio    TX
## 868             Freetail Brewing Company         San Antonio    TX
## 869             Freetail Brewing Company         San Antonio    TX
## 870             Freetail Brewing Company         San Antonio    TX
## 871             Freetail Brewing Company         San Antonio    TX
## 872             Freetail Brewing Company         San Antonio    TX
## 873             Freetail Brewing Company         San Antonio    TX
## 874             Freetail Brewing Company         San Antonio    TX
## 875              Fremont Brewing Company             Seattle    WA
## 876              Fremont Brewing Company             Seattle    WA
## 877              Fremont Brewing Company             Seattle    WA
## 878              Fremont Brewing Company             Seattle    WA
## 879              Fremont Brewing Company             Seattle    WA
## 880              Fremont Brewing Company             Seattle    WA
## 881              Fremont Brewing Company             Seattle    WA
## 882                 French Broad Brewery           Asheville    NC
## 883                 French Broad Brewery           Asheville    NC
## 884                 French Broad Brewery           Asheville    NC
## 885           Frog Level Brewing Company         Waynesville    NC
## 886                    Fullsteam Brewery              Durham    NC
## 887          Geneva Lake Brewing Company         Lake Geneva    WI
## 888          Geneva Lake Brewing Company         Lake Geneva    WI
## 889          Geneva Lake Brewing Company         Lake Geneva    WI
## 890             Glabrous Brewing Company            Pineland    ME
## 891                  Golden Road Brewing         Los Angeles    CA
## 892                  Golden Road Brewing         Los Angeles    CA
## 893                  Golden Road Brewing         Los Angeles    CA
## 894                  Golden Road Brewing         Los Angeles    CA
## 895                  Golden Road Brewing         Los Angeles    CA
## 896                  Golden Road Brewing         Los Angeles    CA
## 897                  Golden Road Brewing         Los Angeles    CA
## 898                  Golden Road Brewing         Los Angeles    CA
## 899                  Golden Road Brewing         Los Angeles    CA
## 900                  Golden Road Brewing         Los Angeles    CA
## 901                  Golden Road Brewing         Los Angeles    CA
## 902                  Golden Road Brewing         Los Angeles    CA
## 903                  Golden Road Brewing         Los Angeles    CA
## 904                  Golden Road Brewing         Los Angeles    CA
## 905                  Golden Road Brewing         Los Angeles    CA
## 906             Gonzo's BiggDogg Brewing           Kalamazoo    MI
## 907            Good Life Brewing Company                Bend    OR
## 908            Good Life Brewing Company                Bend    OR
## 909          Good People Brewing Company          Birmingham    AL
## 910          Good People Brewing Company          Birmingham    AL
## 911          Good People Brewing Company          Birmingham    AL
## 912          Good People Brewing Company          Birmingham    AL
## 913          Good People Brewing Company          Birmingham    AL
## 914                 Goodlife Brewing Co.                Bend    OR
## 915         Goose Island Brewery Company             Chicago    IL
## 916         Goose Island Brewing Company             Chicago    IL
## 917         Goose Island Brewing Company             Chicago    IL
## 918         Goose Island Brewing Company             Chicago    IL
## 919         Goose Island Brewing Company             Chicago    IL
## 920         Goose Island Brewing Company             Chicago    IL
## 921                   Gore Range Brewery             Edwards    CO
## 922         Grand Canyon Brewing Company            Williams    AZ
## 923         Grand Canyon Brewing Company            Williams    AZ
## 924         Grand Canyon Brewing Company            Williams    AZ
## 925         Grand Canyon Brewing Company            Williams    AZ
## 926              Grapevine Craft Brewery      Farmers Branch    TX
## 927              Grapevine Craft Brewery      Farmers Branch    TX
## 928              Grapevine Craft Brewery      Farmers Branch    TX
## 929               Great Crescent Brewery              Aurora    IN
## 930               Great Crescent Brewery              Aurora    IN
## 931               Great Crescent Brewery              Aurora    IN
## 932               Great Crescent Brewery              Aurora    IN
## 933               Great Crescent Brewery              Aurora    IN
## 934               Great Crescent Brewery              Aurora    IN
## 935               Great Crescent Brewery              Aurora    IN
## 936               Great Crescent Brewery              Aurora    IN
## 937               Great Crescent Brewery              Aurora    IN
## 938               Great Crescent Brewery              Aurora    IN
## 939               Great Crescent Brewery              Aurora    IN
## 940               Great Crescent Brewery              Aurora    IN
## 941               Great Crescent Brewery              Aurora    IN
## 942               Great Crescent Brewery              Aurora    IN
## 943               Great Crescent Brewery              Aurora    IN
## 944               Great Crescent Brewery              Aurora    IN
## 945               Great Crescent Brewery              Aurora    IN
## 946               Great Crescent Brewery              Aurora    IN
## 947               Great Crescent Brewery              Aurora    IN
## 948               Great Crescent Brewery              Aurora    IN
## 949         Great Divide Brewing Company              Denver    CO
## 950         Great Divide Brewing Company              Denver    CO
## 951         Great Divide Brewing Company              Denver    CO
## 952         Great Divide Brewing Company              Denver    CO
## 953         Great Divide Brewing Company              Denver    CO
## 954         Great Divide Brewing Company              Denver    CO
## 955         Great Divide Brewing Company              Denver    CO
## 956         Great Divide Brewing Company              Denver    CO
## 957         Great Divide Brewing Company              Denver    CO
## 958       Great Northern Brewing Company           Whitefish    MT
## 959       Great Northern Brewing Company           Whitefish    MT
## 960           Great Raft Brewing Company          Shreveport    LA
## 961           Great Raft Brewing Company          Shreveport    LA
## 962                  Great River Brewery           Davenport    IA
## 963                  Great River Brewery           Davenport    IA
## 964                  Great River Brewery           Davenport    IA
## 965                  Great River Brewery           Davenport    IA
## 966                  Great River Brewery           Davenport    IA
## 967                  Great River Brewery           Davenport    IA
## 968                  Great River Brewery           Davenport    IA
## 969                  Great River Brewery           Davenport    IA
## 970                  Great River Brewery           Davenport    IA
## 971                  Great River Brewery           Davenport    IA
## 972                  Great River Brewery           Davenport    IA
## 973                  Great River Brewery           Davenport    IA
## 974                  Great River Brewery           Davenport    IA
## 975                  Great River Brewery           Davenport    IA
## 976                  Great River Brewery           Davenport    IA
## 977                  Great River Brewery           Davenport    IA
## 978                  Great River Brewery           Davenport    IA
## 979                  Great River Brewery           Davenport    IA
## 980                   Green Room Brewing        Jacksonville    FL
## 981    Greenbrier Valley Brewing Company           Lewisburg    WV
## 982    Greenbrier Valley Brewing Company           Lewisburg    WV
## 983            Grey Sail Brewing Company            Westerly    RI
## 984            Grey Sail Brewing Company            Westerly    RI
## 985    Grey Sail Brewing of Rhode Island            Westerly    RI
## 986    Grey Sail Brewing of Rhode Island            Westerly    RI
## 987    Grey Sail Brewing of Rhode Island            Westerly    RI
## 988    Grey Sail Brewing of Rhode Island            Westerly    RI
## 989    Grey Sail Brewing of Rhode Island            Westerly    RI
## 990    Grey Sail Brewing of Rhode Island            Westerly    RI
## 991    Grey Sail Brewing of Rhode Island            Westerly    RI
## 992         Griffin Claw Brewing Company          Birmingham    MI
## 993         Griffin Claw Brewing Company          Birmingham    MI
## 994         Griffin Claw Brewing Company          Birmingham    MI
## 995         Griffin Claw Brewing Company          Birmingham    MI
## 996         Griffin Claw Brewing Company          Birmingham    MI
## 997         Griffin Claw Brewing Company          Birmingham    MI
## 998         Griffin Claw Brewing Company          Birmingham    MI
## 999         Griffin Claw Brewing Company          Birmingham    MI
## 1000        Griffin Claw Brewing Company          Birmingham    MI
## 1001            Grimm Brothers Brewhouse            Loveland    CO
## 1002                         Hale's Ales             Seattle    WA
## 1003                         Hale's Ales             Seattle    WA
## 1004              Half Acre Beer Company             Chicago    IL
## 1005              Half Acre Beer Company             Chicago    IL
## 1006              Half Acre Beer Company             Chicago    IL
## 1007              Half Acre Beer Company             Chicago    IL
## 1008              Half Acre Beer Company             Chicago    IL
## 1009              Half Acre Beer Company             Chicago    IL
## 1010              Half Acre Beer Company             Chicago    IL
## 1011              Half Acre Beer Company             Chicago    IL
## 1012                   Half Full Brewery            Stamford    CT
## 1013                   Half Full Brewery            Stamford    CT
## 1014             Hangar 24 Craft Brewery            Redlands    CA
## 1015             Hangar 24 Craft Brewery            Redlands    CA
## 1016        Hardywood Park Craft Brewery            Richmond    VA
## 1017        Hardywood Park Craft Brewery            Richmond    VA
## 1018        Hardywood Park Craft Brewery            Richmond    VA
## 1019                     Harpoon Brewery              Boston    MA
## 1020                     Harpoon Brewery              Boston    MA
## 1021                     Harpoon Brewery              Boston    MA
## 1022                     Harpoon Brewery              Boston    MA
## 1023                     Harpoon Brewery              Boston    MA
## 1024                     Harpoon Brewery              Boston    MA
## 1025                     Harpoon Brewery              Boston    MA
## 1026                     Harpoon Brewery              Boston    MA
## 1027                     Harpoon Brewery              Boston    MA
## 1028                     Harpoon Brewery              Boston    MA
## 1029                     Harpoon Brewery              Boston    MA
## 1030                     Harpoon Brewery              Boston    MA
## 1031        Harvest Moon Brewing Company                Belt    MT
## 1032        Harvest Moon Brewing Company                Belt    MT
## 1033             Hawai'i Nui Brewing Co.                Hilo    HI
## 1034             Hawai'i Nui Brewing Co.                Hilo    HI
## 1035             Hawai'i Nui Brewing Co.                Hilo    HI
## 1036             Hawai'i Nui Brewing Co.                Hilo    HI
## 1037             Hawai'i Nui Brewing Co.                Hilo    HI
## 1038           Headlands Brewing Company         Mill Valley    CA
## 1039           Headlands Brewing Company         Mill Valley    CA
## 1040           Headlands Brewing Company         Mill Valley    CA
## 1041                     Heavy Seas Beer          Halethorpe    MD
## 1042                     Heavy Seas Beer          Halethorpe    MD
## 1043                     Heavy Seas Beer          Halethorpe    MD
## 1044                Hess Brewing Company           San Diego    CA
## 1045                Hess Brewing Company           San Diego    CA
## 1046                Hess Brewing Company           San Diego    CA
## 1047                   High Hops Brewery             Windsor    CO
## 1048                   High Hops Brewery             Windsor    CO
## 1049        High Noon Saloon And Brewery         Leavenworth    KS
## 1050        High Noon Saloon And Brewery         Leavenworth    KS
## 1051        High Noon Saloon And Brewery         Leavenworth    KS
## 1052                     Hilliard's Beer             Seattle    WA
## 1053                     Hilliard's Beer             Seattle    WA
## 1054                     Hilliard's Beer             Seattle    WA
## 1055                     Hilliard's Beer             Seattle    WA
## 1056                     Hilliard's Beer             Seattle    WA
## 1057                  Hinterland Brewery           Green Bay    WI
## 1058            Hop Farm Brewing Company          Pittsburgh    PA
## 1059            Hop Farm Brewing Company          Pittsburgh    PA
## 1060            Hop Farm Brewing Company          Pittsburgh    PA
## 1061          Hop Valley Brewing Company         Springfield    OR
## 1062          Hop Valley Brewing Company         Springfield    OR
## 1063          Hop Valley Brewing Company         Springfield    OR
## 1064          Hop Valley Brewing Company         Springfield    OR
## 1065          Hop Valley Brewing Company         Springfield    OR
## 1066          Hop Valley Brewing Company         Springfield    OR
## 1067          Hop Valley Brewing Company         Springfield    OR
## 1068          Hop Valley Brewing Company         Springfield    OR
## 1069                Hops & Grain Brewery              Austin    TX
## 1070                Hops & Grain Brewery              Austin    TX
## 1071                Hops & Grain Brewery              Austin    TX
## 1072                Hops & Grain Brewery              Austin    TX
## 1073       Hops & Grains Brewing Company              Austin    TX
## 1074              Hopworks Urban Brewery            Portland    OR
## 1075              Hopworks Urban Brewery            Portland    OR
## 1076              Hopworks Urban Brewery            Portland    OR
## 1077              Hopworks Urban Brewery            Portland    OR
## 1078              Hopworks Urban Brewery            Portland    OR
## 1079              Hopworks Urban Brewery            Portland    OR
## 1080              Hopworks Urban Brewery            Portland    OR
## 1081              Hopworks Urban Brewery            Portland    OR
## 1082              Hopworks Urban Brewery            Portland    OR
## 1083              Hopworks Urban Brewery            Portland    OR
## 1084              Hopworks Urban Brewery            Portland    OR
## 1085              Hopworks Urban Brewery            Portland    OR
## 1086              Hopworks Urban Brewery            Portland    OR
## 1087              Hopworks Urban Brewery            Portland    OR
## 1088              Hopworks Urban Brewery            Portland    OR
## 1089              Hopworks Urban Brewery            Portland    OR
## 1090              Hopworks Urban Brewery            Portland    OR
## 1091              Hopworks Urban Brewery            Portland    OR
## 1092              Hopworks Urban Brewery            Portland    OR
## 1093              Hopworks Urban Brewery            Portland    OR
## 1094              Hopworks Urban Brewery            Portland    OR
## 1095              Hopworks Urban Brewery            Portland    OR
## 1096              Hopworks Urban Brewery            Portland    OR
## 1097                 Horny Goat Brew Pub           Milwaukee    WI
## 1098                 Horny Goat Brew Pub           Milwaukee    WI
## 1099                 Horny Goat Brew Pub           Milwaukee    WI
## 1100              Howard Brewing Company              Lenoir    NC
## 1101              Howard Brewing Company              Lenoir    NC
## 1102              Indeed Brewing Company         Minneapolis    MN
## 1103              Indeed Brewing Company         Minneapolis    MN
## 1104              Indeed Brewing Company         Minneapolis    MN
## 1105              Indeed Brewing Company         Minneapolis    MN
## 1106              Indeed Brewing Company         Minneapolis    MN
## 1107              Indeed Brewing Company         Minneapolis    MN
## 1108        Independence Brewing Company              Austin    TX
## 1109        Independence Brewing Company              Austin    TX
## 1110        Independence Brewing Company              Austin    TX
## 1111                Indiana City Brewing        Indianapolis    IN
## 1112            Infamous Brewing Company              Austin    TX
## 1113            Infamous Brewing Company              Austin    TX
## 1114                 Intuition Ale Works        Jacksonville    FL
## 1115                 Intuition Ale Works        Jacksonville    FL
## 1116                 Intuition Ale Works        Jacksonville    FL
## 1117                 Ipswich Ale Brewery             Ipswich    MA
## 1118      Iron Hill Brewery & Restaurant          Wilmington    DE
## 1119            Jack's Abby Craft Lagers          Framingham    MA
## 1120            Jack's Abby Craft Lagers          Framingham    MA
## 1121            Jack's Abby Craft Lagers          Framingham    MA
## 1122            Jack's Abby Craft Lagers          Framingham    MA
## 1123            Jack's Abby Craft Lagers          Framingham    MA
## 1124 Jack's Hard Cider (Hauser Estate...         Biglerville    PA
## 1125 Jack's Hard Cider (Hauser Estate...         Biglerville    PA
## 1126           Jackalope Brewing Company           Nashville    TN
## 1127            Jackie O's Pub & Brewery              Athens    OH
## 1128            Jackie O's Pub & Brewery              Athens    OH
## 1129            Jackie O's Pub & Brewery              Athens    OH
## 1130            Jackie O's Pub & Brewery              Athens    OH
## 1131            Jackie O's Pub & Brewery              Athens    OH
## 1132           Jailbreak Brewing Company              Laurel    MD
## 1133          James Page Brewing Company       Stevens Point    WI
## 1134          James Page Brewing Company       Stevens Point    WI
## 1135          James Page Brewing Company       Stevens Point    WI
## 1136          James Page Brewing Company       Stevens Point    WI
## 1137          James Page Brewing Company       Stevens Point    WI
## 1138          James Page Brewing Company       Stevens Point    WI
## 1139        Joseph James Brewing Company           Henderson    NV
## 1140        Joseph James Brewing Company           Henderson    NV
## 1141        Joseph James Brewing Company           Henderson    NV
## 1142        Joseph James Brewing Company           Henderson    NV
## 1143              Kalona Brewing Company              Kalona    IA
## 1144              Kalona Brewing Company              Kalona    IA
## 1145             Karbach Brewing Company             Houston    TX
## 1146             Karbach Brewing Company             Houston    TX
## 1147             Karbach Brewing Company             Houston    TX
## 1148             Karbach Brewing Company             Houston    TX
## 1149             Karbach Brewing Company             Houston    TX
## 1150             Karbach Brewing Company             Houston    TX
## 1151             Karbach Brewing Company             Houston    TX
## 1152             Karbach Brewing Company             Houston    TX
## 1153             Karbach Brewing Company             Houston    TX
## 1154             Karbach Brewing Company             Houston    TX
## 1155                  KelSo Beer Company            Brooklyn    NY
## 1156                  KelSo Beer Company            Brooklyn    NY
## 1157                  KelSo Beer Company            Brooklyn    NY
## 1158         Kenai River Brewing Company            Soldotna    AK
## 1159         Kenai River Brewing Company            Soldotna    AK
## 1160         Kenai River Brewing Company            Soldotna    AK
## 1161         Kenai River Brewing Company            Soldotna    AK
## 1162        Kettle House Brewing Company            Missoula    MT
## 1163        Kettle House Brewing Company            Missoula    MT
## 1164        Kettle House Brewing Company            Missoula    MT
## 1165        Kettle House Brewing Company            Missoula    MT
## 1166        Kettle House Brewing Company            Missoula    MT
## 1167        Kettle House Brewing Company            Missoula    MT
## 1168            Keweenaw Brewing Company            Houghton    MI
## 1169            Keweenaw Brewing Company            Houghton    MI
## 1170            Keweenaw Brewing Company            Houghton    MI
## 1171            Keweenaw Brewing Company            Houghton    MI
## 1172            Keweenaw Brewing Company            Houghton    MI
## 1173            Keweenaw Brewing Company            Houghton    MI
## 1174            Keweenaw Brewing Company            Houghton    MI
## 1175         King Street Brewing Company           Anchorage    AK
## 1176         King Street Brewing Company           Anchorage    AK
## 1177         King Street Brewing Company           Anchorage    AK
## 1178         King Street Brewing Company           Anchorage    AK
## 1179         King Street Brewing Company           Anchorage    AK
## 1180    Kirkwood Station Brewing Company            Kirkwood    MO
## 1181    Kirkwood Station Brewing Company            Kirkwood    MO
## 1182                Kona Brewing Company                Kona    HI
## 1183                Kona Brewing Company                Kona    HI
## 1184                Kona Brewing Company                Kona    HI
## 1185                Kona Brewing Company                Kona    HI
## 1186 Krebs Brewing Company (Pete's Pl...               Krebs    OK
## 1187                     Kulshan Brewery          Bellingham    WA
## 1188           La Cumbre Brewing Company         Albuquerque    NM
## 1189           La Cumbre Brewing Company         Albuquerque    NM
## 1190           Lancaster Brewing Company           Lancaster    PA
## 1191           Lancaster Brewing Company           Lancaster    PA
## 1192         Latitude 42 Brewing Company             Portage    MI
## 1193         Latitude 42 Brewing Company             Portage    MI
## 1194         Latitude 42 Brewing Company             Portage    MI
## 1195         Latitude 42 Brewing Company             Portage    MI
## 1196        Laughing Dog Brewing Company            Ponderay    ID
## 1197        Laughing Dog Brewing Company            Ponderay    ID
## 1198        Laughing Dog Brewing Company            Ponderay    ID
## 1199              Lavery Brewing Company                Erie    PA
## 1200              Lavery Brewing Company                Erie    PA
## 1201                   Lazy Monk Brewing          Eau Claire    WI
## 1202     Lewis and Clark Brewing Company              Helena    MT
## 1203     Lewis and Clark Brewing Company              Helena    MT
## 1204     Lewis and Clark Brewing Company              Helena    MT
## 1205     Lewis and Clark Brewing Company              Helena    MT
## 1206     Lewis and Clark Brewing Company              Helena    MT
## 1207         Lift Bridge Brewing Company          Stillwater    MN
## 1208         Lift Bridge Brewing Company          Stillwater    MN
## 1209                 Liquid Hero Brewery                York    PA
## 1210                 Liquid Hero Brewery                York    PA
## 1211                 Liquid Hero Brewery                York    PA
## 1212                 Liquid Hero Brewery                York    PA
## 1213           Lone Tree Brewing Company           Lone Tree    CO
## 1214           Lonerider Brewing Company             Raleigh    NC
## 1215           Lonerider Brewing Company             Raleigh    NC
## 1216           Lonerider Brewing Company             Raleigh    NC
## 1217           Lonerider Brewing Company             Raleigh    NC
## 1218           Lonerider Brewing Company             Raleigh    NC
## 1219          Long Trail Brewing Company Bridgewater Corners    VT
## 1220          Long Trail Brewing Company Bridgewater Corners    VT
## 1221          Long Trail Brewing Company Bridgewater Corners    VT
## 1222          Long Trail Brewing Company Bridgewater Corners    VT
## 1223          Long Trail Brewing Company Bridgewater Corners    VT
## 1224                 Lost Nation Brewing      East Fairfield    VT
## 1225                 Lost Nation Brewing      East Fairfield    VT
## 1226                 Lost Nation Brewing      East Fairfield    VT
## 1227                 Lost Nation Brewing      East Fairfield    VT
## 1228          Lost Rhino Brewing Company             Ashburn    VA
## 1229          Lost Rhino Brewing Company             Ashburn    VA
## 1230             Lucette Brewing Company           Menominee    WI
## 1231             Lucette Brewing Company           Menominie    WI
## 1232             Lucette Brewing Company           Menominie    WI
## 1233             Lucette Brewing Company           Menominie    WI
## 1234          Lucky Town Brewing Company             Jackson    MS
## 1235          Lucky Town Brewing Company             Jackson    MS
## 1236          Lumberyard Brewing Company           Flagstaff    AZ
## 1237          Lumberyard Brewing Company           Flagstaff    AZ
## 1238          Lumberyard Brewing Company           Flagstaff    AZ
## 1239          Lumberyard Brewing Company           Flagstaff    AZ
## 1240        MacTarnahans Brewing Company            Portland    OR
## 1241        MacTarnahans Brewing Company            Portland    OR
## 1242                  Macon Beer Company               Macon    GA
## 1243                  Macon Beer Company               Macon    GA
## 1244             Madtree Brewing Company          Cincinnati    OH
## 1245             Madtree Brewing Company          Cincinnati    OH
## 1246             Madtree Brewing Company          Cincinnati    OH
## 1247             Madtree Brewing Company          Cincinnati    OH
## 1248             Madtree Brewing Company          Cincinnati    OH
## 1249             Madtree Brewing Company          Cincinnati    OH
## 1250             Madtree Brewing Company          Cincinnati    OH
## 1251             Madtree Brewing Company          Cincinnati    OH
## 1252             Madtree Brewing Company          Cincinnati    OH
## 1253           Magic Hat Brewing Company    South Burlington    VT
## 1254           Magic Hat Brewing Company    South Burlington    VT
## 1255           Magic Hat Brewing Company    South Burlington    VT
## 1256             Mammoth Brewing Company       Mammoth Lakes    CA
## 1257             Mammoth Brewing Company       Mammoth Lakes    CA
## 1258             Mammoth Brewing Company       Mammoth Lakes    CA
## 1259             Mammoth Brewing Company       Mammoth Lakes    CA
## 1260            Manayunk Brewing Company        Philadelphia    PA
## 1261            Manayunk Brewing Company        Philadelphia    PA
## 1262            Manayunk Brewing Company        Philadelphia    PA
## 1263            Manayunk Brewing Company        Philadelphia    PA
## 1264            Manayunk Brewing Company        Philadelphia    PA
## 1265            Manayunk Brewing Company        Philadelphia    PA
## 1266            Manayunk Brewing Company        Philadelphia    PA
## 1267            Manayunk Brewing Company        Philadelphia    PA
## 1268            Manayunk Brewing Company        Philadelphia    PA
## 1269           Manzanita Brewing Company              Santee    CA
## 1270           Manzanita Brewing Company              Santee    CA
## 1271           Manzanita Brewing Company              Santee    CA
## 1272           Manzanita Brewing Company              Santee    CA
## 1273           Manzanita Brewing Company              Santee    CA
## 1274                      Marble Brewery         Albuquerque    NM
## 1275                      Marble Brewery         Albuquerque    NM
## 1276      Marshall Wharf Brewing Company             Belfast    ME
## 1277      Marshall Wharf Brewing Company             Belfast    ME
## 1278      Marshall Wharf Brewing Company             Belfast    ME
## 1279      Marshall Wharf Brewing Company             Belfast    ME
## 1280      Marshall Wharf Brewing Company             Belfast    ME
## 1281        Martin House Brewing Company          Fort Worth    TX
## 1282        Martin House Brewing Company          Fort Worth    TX
## 1283        Martin House Brewing Company          Fort Worth    TX
## 1284        Martin House Brewing Company          Fort Worth    TX
## 1285        Martin House Brewing Company          Fort Worth    TX
## 1286        Martin House Brewing Company          Fort Worth    TX
## 1287        Martin House Brewing Company          Fort Worth    TX
## 1288        Martin House Brewing Company          Fort Worth    TX
## 1289                Matt Brewing Company               Utica    NY
## 1290                Matt Brewing Company               Utica    NY
## 1291                Matt Brewing Company               Utica    NY
## 1292                Matt Brewing Company               Utica    NY
## 1293                Matt Brewing Company               Utica    NY
## 1294                Matt Brewing Company               Utica    NY
## 1295                Matt Brewing Company               Utica    NY
## 1296                Matt Brewing Company               Utica    NY
## 1297                Matt Brewing Company               Utica    NY
## 1298                Matt Brewing Company               Utica    NY
## 1299                Matt Brewing Company               Utica    NY
## 1300                Matt Brewing Company               Utica    NY
## 1301                Matt Brewing Company               Utica    NY
## 1302                Maui Brewing Company             Lahaina    HI
## 1303                Maui Brewing Company             Lahaina    HI
## 1304                Maui Brewing Company             Lahaina    HI
## 1305                Maui Brewing Company             Lahaina    HI
## 1306                Maui Brewing Company             Lahaina    HI
## 1307                Maui Brewing Company             Lahaina    HI
## 1308                Maui Brewing Company             Lahaina    HI
## 1309                Maui Brewing Company             Lahaina    HI
## 1310                Maui Brewing Company             Lahaina    HI
## 1311                Maui Brewing Company             Lahaina    HI
## 1312                Maui Brewing Company             Lahaina    HI
## 1313                Maui Brewing Company             Lahaina    HI
## 1314              Mavericks Beer Company       Half Moon Bay    CA
## 1315              Mavericks Beer Company       Half Moon Bay    CA
## 1316              Mavericks Beer Company       Half Moon Bay    CA
## 1317                    Meckley's Cidery     Somerset Center    MI
## 1318                    Meckley's Cidery     Somerset Center    MI
## 1319                    Meckley's Cidery     Somerset Center    MI
## 1320                  Mehana Brewing Co.                Hilo    HI
## 1321                  Mehana Brewing Co.                Hilo    HI
## 1322                  Mehana Brewing Co.                Hilo    HI
## 1323                  Mehana Brewing Co.                Hilo    HI
## 1324                  Mehana Brewing Co.                Hilo    HI
## 1325                  Mehana Brewing Co.                Hilo    HI
## 1326               Miami Brewing Company               Miami    FL
## 1327               Miami Brewing Company               Miami    FL
## 1328               Miami Brewing Company               Miami    FL
## 1329               Miami Brewing Company               Miami    FL
## 1330               Mickey Finn's Brewery        Libertyville    IL
## 1331        Midnight Sun Brewing Company           Anchorage    AK
## 1332        Midnight Sun Brewing Company           Anchorage    AK
## 1333        Midnight Sun Brewing Company           Anchorage    AK
## 1334        Midnight Sun Brewing Company           Anchorage    AK
## 1335        Midnight Sun Brewing Company           Anchorage    AK
## 1336           Mike Hess Brewing Company           San Diego    CA
## 1337           Mike Hess Brewing Company           San Diego    CA
## 1338           Mike Hess Brewing Company           San Diego    CA
## 1339           Mike Hess Brewing Company           San Diego    CA
## 1340           Mike Hess Brewing Company           San Diego    CA
## 1341           Mike Hess Brewing Company           San Diego    CA
## 1342                  Mikerphone Brewing             Chicago    IL
## 1343                  Mikerphone Brewing             Chicago    IL
## 1344                  Mikerphone Brewing             Chicago    IL
## 1345                  Mikerphone Brewing             Chicago    IL
## 1346                  Mikerphone Brewing             Chicago    IL
## 1347                  Mikerphone Brewing             Chicago    IL
## 1348                  Mikerphone Brewing             Chicago    IL
## 1349                  Mikerphone Brewing             Chicago    IL
## 1350                           Mikkeller           Pottstown    PA
## 1351                           Mikkeller           Pottstown    PA
## 1352             MillKing It Productions           Royal Oak    MI
## 1353             MillKing It Productions           Royal Oak    MI
## 1354             MillKing It Productions           Royal Oak    MI
## 1355           Milwaukee Brewing Company           Milwaukee    WI
## 1356           Milwaukee Brewing Company           Milwaukee    WI
## 1357           Milwaukee Brewing Company           Milwaukee    WI
## 1358           Milwaukee Brewing Company           Milwaukee    WI
## 1359           Milwaukee Brewing Company           Milwaukee    WI
## 1360           Milwaukee Brewing Company           Milwaukee    WI
## 1361           Milwaukee Brewing Company           Milwaukee    WI
## 1362                Minhas Craft Brewery              Monroe    WI
## 1363                Minhas Craft Brewery              Monroe    WI
## 1364                Minhas Craft Brewery              Monroe    WI
## 1365                Minhas Craft Brewery              Monroe    WI
## 1366                Minhas Craft Brewery              Monroe    WI
## 1367                Minhas Craft Brewery              Monroe    WI
## 1368                Minhas Craft Brewery              Monroe    WI
## 1369                Minhas Craft Brewery              Monroe    WI
## 1370                Minhas Craft Brewery              Monroe    WI
## 1371                Minhas Craft Brewery              Monroe    WI
## 1372                Minhas Craft Brewery              Monroe    WI
## 1373                Minhas Craft Brewery              Monroe    WI
## 1374                Minhas Craft Brewery              Monroe    WI
## 1375                     Mission Brewery           San Diego    CA
## 1376                     Mission Brewery           San Diego    CA
## 1377                     Mission Brewery           San Diego    CA
## 1378                     Mission Brewery           San Diego    CA
## 1379                        Moab Brewery                Moab    UT
## 1380                        Moab Brewery                Moab    UT
## 1381                        Moab Brewery                Moab    UT
## 1382                        Moab Brewery                Moab    UT
## 1383 Moat Mountain Smoke House & Brew...        North Conway    NH
## 1384 Moat Mountain Smoke House & Brew...        North Conway    NH
## 1385                Modern Monks Brewery             Lincoln    NE
## 1386                   Modern Times Beer           San Diego    CA
## 1387                   Modern Times Beer           San Diego    CA
## 1388                   Modern Times Beer           San Diego    CA
## 1389                   Modern Times Beer           San Diego    CA
## 1390                   Modern Times Beer           San Diego    CA
## 1391                   Modern Times Beer           San Diego    CA
## 1392                   Modern Times Beer           San Diego    CA
## 1393                   Modern Times Beer           San Diego    CA
## 1394            Mogollon Brewing Company           Flagstaff    AZ
## 1395            Monkey Paw Pub & Brewery           San Diego    CA
## 1396            Monkey Paw Pub & Brewery           San Diego    CA
## 1397            Monkey Paw Pub & Brewery           San Diego    CA
## 1398             Montauk Brewing Company             Montauk    NY
## 1399             Montauk Brewing Company             Montauk    NY
## 1400               Morgan Street Brewery         Saint Louis    MO
## 1401               Morgan Street Brewery         Saint Louis    MO
## 1402               Morgan Street Brewery         Saint Louis    MO
## 1403               Morgan Street Brewery         Saint Louis    MO
## 1404               Morgan Street Brewery         Saint Louis    MO
## 1405           Mother Earth Brew Company               Vista    CA
## 1406        Mother Earth Brewing Company             Kinston    NC
## 1407        Mother Earth Brewing Company             Kinston    NC
## 1408                    Mother's Brewing         Springfield    MO
## 1409                    Mother's Brewing         Springfield    MO
## 1410      Mountain Town Brewing Company       Mount Pleasant    MI
## 1411            Mudshark Brewing Company    Lake Havasu City    AZ
## 1412            Mudshark Brewing Company    Lake Havasu City    AZ
## 1413            Mudshark Brewing Company    Lake Havasu City    AZ
## 1414            Mudshark Brewing Company    Lake Havasu City    AZ
## 1415            Mudshark Brewing Company    Lake Havasu City    AZ
## 1416             Mustang Brewing Company             Mustang    OK
## 1417             Mustang Brewing Company             Mustang    OK
## 1418             Mustang Brewing Company             Mustang    OK
## 1419             Mustang Brewing Company             Mustang    OK
## 1420             Mustang Brewing Company             Mustang    OK
## 1421        Narragansett Brewing Company          Providence    RI
## 1422        Narragansett Brewing Company          Providence    RI
## 1423        Narragansett Brewing Company          Providence    RI
## 1424        Narragansett Brewing Company          Providence    RI
## 1425        Narragansett Brewing Company          Providence    RI
## 1426        Narragansett Brewing Company          Providence    RI
## 1427        Narragansett Brewing Company          Providence    RI
## 1428        Narragansett Brewing Company          Providence    RI
## 1429        Narragansett Brewing Company          Providence    RI
## 1430        Narragansett Brewing Company          Providence    RI
## 1431                      Natian Brewery            Portland    OR
## 1432                      Natian Brewery            Portland    OR
## 1433                      Natian Brewery            Portland    OR
## 1434                      Natian Brewery            Portland    OR
## 1435                      Natian Brewery            Portland    OR
## 1436                      Natian Brewery            Portland    OR
## 1437            Nebraska Brewing Company           Papillion    NE
## 1438            Nebraska Brewing Company           Papillion    NE
## 1439            Nebraska Brewing Company           Papillion    NE
## 1440            Nebraska Brewing Company           Papillion    NE
## 1441            Nebraska Brewing Company           Papillion    NE
## 1442     Neshaminy Creek Brewing Company             Croydon    PA
## 1443     Neshaminy Creek Brewing Company             Croydon    PA
## 1444         New Belgium Brewing Company        Fort Collins    CO
## 1445         New Belgium Brewing Company        Fort Collins    CO
## 1446         New Belgium Brewing Company        Fort Collins    CO
## 1447         New Belgium Brewing Company        Fort Collins    CO
## 1448         New Belgium Brewing Company        Fort Collins    CO
## 1449         New Belgium Brewing Company        Fort Collins    CO
## 1450         New Belgium Brewing Company        Fort Collins    CO
## 1451         New Belgium Brewing Company        Fort Collins    CO
## 1452         New Belgium Brewing Company        Fort Collins    CO
## 1453         New Belgium Brewing Company        Fort Collins    CO
## 1454         New Belgium Brewing Company        Fort Collins    CO
## 1455         New Belgium Brewing Company        Fort Collins    CO
## 1456         New Belgium Brewing Company        Fort Collins    CO
## 1457         New Belgium Brewing Company        Fort Collins    CO
## 1458         New Belgium Brewing Company        Fort Collins    CO
## 1459         New Belgium Brewing Company        Fort Collins    CO
## 1460         New Belgium Brewing Company        Fort Collins    CO
## 1461         New England Brewing Company          Woodbridge    CT
## 1462         New England Brewing Company          Woodbridge    CT
## 1463         New England Brewing Company          Woodbridge    CT
## 1464         New England Brewing Company          Woodbridge    CT
## 1465         New England Brewing Company          Woodbridge    CT
## 1466         New England Brewing Company          Woodbridge    CT
## 1467         New England Brewing Company          Woodbridge    CT
## 1468         New England Brewing Company          Woodbridge    CT
## 1469         New England Brewing Company          Woodbridge    CT
## 1470         New England Brewing Company          Woodbridge    CT
## 1471         New England Brewing Company          Woodbridge    CT
## 1472 New Orleans Lager & Ale Brewing ...         New Orleans    LA
## 1473 New Orleans Lager & Ale Brewing ...         New Orleans    LA
## 1474 New Orleans Lager & Ale Brewing ...         New Orleans    LA
## 1475 New Orleans Lager & Ale Brewing ...         New Orleans    LA
## 1476 New Orleans Lager & Ale Brewing ...         New Orleans    LA
## 1477 New Orleans Lager & Ale Brewing ...         New Orleans    LA
## 1478        New Republic Brewing Company     College Station    TX
## 1479        New Republic Brewing Company     College Station    TX
## 1480        New Republic Brewing Company     College Station    TX
## 1481           New South Brewing Company        Myrtle Beach    SC
## 1482           New South Brewing Company        Myrtle Beach    SC
## 1483            Newburgh Brewing Company            Newburgh    NY
## 1484         Newburyport Brewing Company         Newburyport    MA
## 1485         Newburyport Brewing Company         Newburyport    MA
## 1486         Newburyport Brewing Company         Newburyport    MA
## 1487                 Night Shift Brewing             Everett    MA
## 1488                NoDa Brewing Company           Charlotte    NC
## 1489                NoDa Brewing Company           Charlotte    NC
## 1490       North Country Brewing Company       Slippery Rock    PA
## 1491       North Country Brewing Company       Slippery Rock    PA
## 1492       North Country Brewing Company       Slippery Rock    PA
## 1493       North Country Brewing Company       Slippery Rock    PA
## 1494                  NorthGate Brewing          Minneapolis    MN
## 1495                  NorthGate Brewing          Minneapolis    MN
## 1496                  NorthGate Brewing          Minneapolis    MN
## 1497                  NorthGate Brewing          Minneapolis    MN
## 1498                  NorthGate Brewing          Minneapolis    MN
## 1499                  NorthGate Brewing          Minneapolis    MN
## 1500                 Northampton Brewery         Northamtpon    MA
## 1501           Northwest Brewing Company             Pacific    WA
## 1502           Northwest Brewing Company             Pacific    WA
## 1503                  Northwoods Brewpub          Eau Claire    WI
## 1504                  Northwoods Brewpub          Eau Claire    WI
## 1505               Notch Brewing Company             Ipswich    MA
## 1506               Notch Brewing Company             Ipswich    MA
## 1507                    O'Fallon Brewery            O'Fallon    MO
## 1508                    O'Fallon Brewery            O'Fallon    MO
## 1509                    O'Fallon Brewery            O'Fallon    MO
## 1510                    Oakshire Brewing              Eugene    OR
## 1511                    Oakshire Brewing              Eugene    OR
## 1512                    Oakshire Brewing              Eugene    OR
## 1513                    Oakshire Brewing              Eugene    OR
## 1514         Oasis Texas Brewing Company              Austin    TX
## 1515         Oasis Texas Brewing Company              Austin    TX
## 1516         Oasis Texas Brewing Company              Austin    TX
## 1517         Oasis Texas Brewing Company              Austin    TX
## 1518          Occidental Brewing Company            Portland    OR
## 1519          Occidental Brewing Company            Portland    OR
## 1520          Occidental Brewing Company            Portland    OR
## 1521          Occidental Brewing Company            Portland    OR
## 1522                   Odyssey Beerwerks              Arvada    CO
## 1523                   Odyssey Beerwerks              Arvada    CO
## 1524                   Odyssey Beerwerks              Arvada    CO
## 1525                   Odyssey Beerwerks              Arvada    CO
## 1526                   Odyssey Beerwerks              Arvada    CO
## 1527                   Odyssey Beerwerks              Arvada    CO
## 1528                   Odyssey Beerwerks              Arvada    CO
## 1529             Okoboji Brewing Company         Spirit Lake    IA
## 1530             Okoboji Brewing Company         Spirit Lake    IA
## 1531             Okoboji Brewing Company         Spirit Lake    IA
## 1532             Okoboji Brewing Company         Spirit Lake    IA
## 1533             Okoboji Brewing Company         Spirit Lake    IA
## 1534             Okoboji Brewing Company         Spirit Lake    IA
## 1535           Old Forge Brewing Company            Danville    PA
## 1536           Old Forge Brewing Company            Danville    PA
## 1537           Old Forge Brewing Company            Danville    PA
## 1538           Old Forge Brewing Company            Danville    PA
## 1539           Old Forge Brewing Company            Danville    PA
## 1540           Old Forge Brewing Company            Danville    PA
## 1541           Old Forge Brewing Company            Danville    PA
## 1542           Old Forge Brewing Company            Danville    PA
## 1543           Old Forge Brewing Company            Danville    PA
## 1544           Old Forge Brewing Company            Danville    PA
## 1545             Orlison Brewing Company      Airway Heights    WA
## 1546             Orlison Brewing Company      Airway Heights    WA
## 1547             Orlison Brewing Company      Airway Heights    WA
## 1548             Orlison Brewing Company      Airway Heights    WA
## 1549             Orlison Brewing Company      Airway Heights    WA
## 1550                     Orpheus Brewing             Atlanta    GA
## 1551                     Orpheus Brewing             Atlanta    GA
## 1552                 Oskar Blues Brewery            Longmont    CO
## 1553                 Oskar Blues Brewery            Longmont    CO
## 1554                 Oskar Blues Brewery            Longmont    CO
## 1555                 Oskar Blues Brewery            Longmont    CO
## 1556                 Oskar Blues Brewery            Longmont    CO
## 1557                 Oskar Blues Brewery            Longmont    CO
## 1558                 Oskar Blues Brewery            Longmont    CO
## 1559                 Oskar Blues Brewery            Longmont    CO
## 1560                 Oskar Blues Brewery            Longmont    CO
## 1561                 Oskar Blues Brewery            Longmont    CO
## 1562                 Oskar Blues Brewery            Longmont    CO
## 1563                 Oskar Blues Brewery            Longmont    CO
## 1564                 Oskar Blues Brewery            Longmont    CO
## 1565                 Oskar Blues Brewery            Longmont    CO
## 1566                 Oskar Blues Brewery            Longmont    CO
## 1567                 Oskar Blues Brewery            Longmont    CO
## 1568                 Oskar Blues Brewery            Longmont    CO
## 1569                 Oskar Blues Brewery            Longmont    CO
## 1570                 Oskar Blues Brewery            Longmont    CO
## 1571                 Oskar Blues Brewery            Longmont    CO
## 1572                 Oskar Blues Brewery            Longmont    CO
## 1573                 Oskar Blues Brewery            Longmont    CO
## 1574                 Oskar Blues Brewery            Longmont    CO
## 1575                 Oskar Blues Brewery            Longmont    CO
## 1576                 Oskar Blues Brewery            Longmont    CO
## 1577                 Oskar Blues Brewery            Longmont    CO
## 1578                 Oskar Blues Brewery            Longmont    CO
## 1579                 Oskar Blues Brewery            Longmont    CO
## 1580                 Oskar Blues Brewery            Longmont    CO
## 1581                 Oskar Blues Brewery            Longmont    CO
## 1582                 Oskar Blues Brewery            Longmont    CO
## 1583                 Oskar Blues Brewery            Longmont    CO
## 1584                 Oskar Blues Brewery            Longmont    CO
## 1585                 Oskar Blues Brewery               Lyons    CO
## 1586                 Oskar Blues Brewery               Lyons    CO
## 1587                 Oskar Blues Brewery               Lyons    CO
## 1588                 Oskar Blues Brewery               Lyons    CO
## 1589                 Oskar Blues Brewery               Lyons    CO
## 1590                 Oskar Blues Brewery               Lyons    CO
## 1591                 Oskar Blues Brewery               Lyons    CO
## 1592                 Oskar Blues Brewery               Lyons    CO
## 1593                 Oskar Blues Brewery               Lyons    CO
## 1594                 Oskar Blues Brewery               Lyons    CO
## 1595                 Oskar Blues Brewery               Lyons    CO
## 1596                 Oskar Blues Brewery               Lyons    CO
## 1597                 Oskar Blues Brewery               Lyons    CO
## 1598 Oskar Blues Brewery (North Carol...             Brevard    NC
## 1599 Oskar Blues Brewery (North Carol...             Brevard    NC
## 1600 Oskar Blues Brewery (North Carol...             Brevard    NC
## 1601 Oskar Blues Brewery (North Carol...             Brevard    NC
## 1602 Oskar Blues Brewery (North Carol...             Brevard    NC
## 1603 Oskar Blues Brewery (North Carol...             Brevard    NC
## 1604                 Otter Creek Brewing          Middlebury    VT
## 1605                 Otter Creek Brewing           Waterbury    VT
## 1606                  Ozark Beer Company              Rogers    AR
## 1607            Palisade Brewing Company            Palisade    CO
## 1608            Palisade Brewing Company            Palisade    CO
## 1609       Pateros Creek Brewing Company        Fort Collins    CO
## 1610       Pateros Creek Brewing Company        Fort Collins    CO
## 1611       Pateros Creek Brewing Company        Fort Collins    CO
## 1612       Pateros Creek Brewing Company        Fort Collins    CO
## 1613       Pateros Creek Brewing Company        Fort Collins    CO
## 1614             Payette Brewing Company         Garden City    ID
## 1615             Payette Brewing Company         Garden City    ID
## 1616             Payette Brewing Company         Garden City    ID
## 1617             Payette Brewing Company         Garden City    ID
## 1618             Payette Brewing Company         Garden City    ID
## 1619          Peace Tree Brewing Company           Knoxville    IA
## 1620        Peak Organic Brewing Company            Portland    ME
## 1621        Peak Organic Brewing Company            Portland    ME
## 1622          Pedernales Brewing Company      Fredericksburg    TX
## 1623          Pedernales Brewing Company      Fredericksburg    TX
## 1624            People's Brewing Company           Lafayette    IN
## 1625            People's Brewing Company           Lafayette    IN
## 1626            People's Brewing Company           Lafayette    IN
## 1627            People's Brewing Company           Lafayette    IN
## 1628              Perrin Brewing Company       Comstock Park    MI
## 1629              Perrin Brewing Company       Comstock Park    MI
## 1630              Perrin Brewing Company       Comstock Park    MI
## 1631              Perrin Brewing Company       Comstock Park    MI
## 1632              Perrin Brewing Company       Comstock Park    MI
## 1633              Perrin Brewing Company       Comstock Park    MI
## 1634              Pete's Brewing Company         San Antonio    TX
## 1635              Pete's Brewing Company         San Antonio    TX
## 1636              Pete's Brewing Company         San Antonio    TX
## 1637              Pete's Brewing Company         San Antonio    TX
## 1638              Pete's Brewing Company         San Antonio    TX
## 1639              Pete's Brewing Company         San Antonio    TX
## 1640              Pete's Brewing Company         San Antonio    TX
## 1641                    Petoskey Brewing            Petoskey    MI
## 1642                    Petoskey Brewing            Petoskey    MI
## 1643                    Petoskey Brewing            Petoskey    MI
## 1644                    Petoskey Brewing            Petoskey    MI
## 1645                 Phoenix Ale Brewery             Phoenix    AZ
## 1646          Pikes Peak Brewing Company            Monument    CO
## 1647          Pikes Peak Brewing Company            Monument    CO
## 1648          Pikes Peak Brewing Company            Monument    CO
## 1649                 Pine Street Brewery       San Francisco    CA
## 1650                 Pine Street Brewery       San Francisco    CA
## 1651         Piney River Brewing Company             Bucryus    MO
## 1652         Piney River Brewing Company             Bucryus    MO
## 1653         Piney River Brewing Company             Bucryus    MO
## 1654         Piney River Brewing Company             Bucryus    MO
## 1655         Piney River Brewing Company             Bucryus    MO
## 1656         Piney River Brewing Company             Bucryus    MO
## 1657         Piney River Brewing Company             Bucryus    MO
## 1658         Piney River Brewing Company             Bucryus    MO
## 1659           Pipeworks Brewing Company             Chicago    IL
## 1660              Pisgah Brewing Company      Black Mountain    NC
## 1661              Pisgah Brewing Company      Black Mountain    NC
## 1662          Pizza Port Brewing Company            Carlsbad    CA
## 1663          Pizza Port Brewing Company            Carlsbad    CA
## 1664          Pizza Port Brewing Company            Carlsbad    CA
## 1665               Platform Beer Company           Cleveland    OH
## 1666           Pollyanna Brewing Company              Lemont    IL
## 1667                    Portside Brewery           Cleveland    OH
## 1668            Prescott Brewing Company            Prescott    AZ
## 1669            Prescott Brewing Company            Prescott    AZ
## 1670                  Pug Ryan's Brewery              Dillon    CO
## 1671                  Pug Ryan's Brewery              Dillon    CO
## 1672                  Pug Ryan's Brewery              Dillon    CO
## 1673                  Pug Ryan's Brewery              Dillon    CO
## 1674                  Pug Ryan's Brewery              Dillon    CO
## 1675                  Pug Ryan's Brewery              Dillon    CO
## 1676                  Pug Ryan's Brewery              Dillon    CO
## 1677                   Pyramid Breweries             Seattle    WA
## 1678                   Pyramid Breweries             Seattle    WA
## 1679               Quest Brewing Company          Greenville    SC
## 1680               Quest Brewing Company          Greenville    SC
## 1681         Rahr & Sons Brewing Company          Fort Worth    TX
## 1682         Rahr & Sons Brewing Company          Fort Worth    TX
## 1683            Real Ale Brewing Company              Blanco    TX
## 1684            Real Ale Brewing Company              Blanco    TX
## 1685            Real Ale Brewing Company              Blanco    TX
## 1686            Real Ale Brewing Company              Blanco    TX
## 1687            Real Ale Brewing Company              Blanco    TX
## 1688            Real Ale Brewing Company              Blanco    TX
## 1689            Real Ale Brewing Company              Blanco    TX
## 1690            Real Ale Brewing Company              Blanco    TX
## 1691            Red Hare Brewing Company            Marietta    GA
## 1692            Red Hare Brewing Company            Marietta    GA
## 1693            Red Hare Brewing Company            Marietta    GA
## 1694 Red Shedman Farm Brewery and Hop...            Mt. Airy    MD
## 1695 Red Shedman Farm Brewery and Hop...            Mt. Airy    MD
## 1696 Red Shedman Farm Brewery and Hop...            Mt. Airy    MD
## 1697 Red Shedman Farm Brewery and Hop...            Mt. Airy    MD
## 1698 Red Shedman Farm Brewery and Hop...            Mt. Airy    MD
## 1699              Red Tank Cider Company                Bend    OR
## 1700                     Redhook Brewery         Woodinville    WA
## 1701                     Redhook Brewery         Woodinville    WA
## 1702                     Redhook Brewery         Woodinville    WA
## 1703                    Redstone Meadery             Boulder    CO
## 1704                    Redstone Meadery             Boulder    CO
## 1705                    Redstone Meadery             Boulder    CO
## 1706                      Refuge Brewery            Temecula    CA
## 1707            Renegade Brewing Company              Denver    CO
## 1708            Renegade Brewing Company              Denver    CO
## 1709            Renegade Brewing Company              Denver    CO
## 1710            Renegade Brewing Company              Denver    CO
## 1711            Renegade Brewing Company              Denver    CO
## 1712            Renegade Brewing Company              Denver    CO
## 1713                  Revolution Brewing              Paonia    CO
## 1714                  Revolution Brewing              Paonia    CO
## 1715                  Revolution Brewing              Paonia    CO
## 1716                  Revolution Brewing              Paonia    CO
## 1717                  Revolution Brewing              Paonia    CO
## 1718                  Revolution Brewing              Paonia    CO
## 1719                  Revolution Brewing              Paonia    CO
## 1720                  Revolution Brewing              Paonia    CO
## 1721          Revolution Brewing Company             Chicago    IL
## 1722          Revolution Brewing Company             Chicago    IL
## 1723          Revolution Brewing Company             Chicago    IL
## 1724          Revolution Brewing Company             Chicago    IL
## 1725          Revolution Brewing Company             Chicago    IL
## 1726          Revolution Brewing Company             Chicago    IL
## 1727          Revolution Brewing Company             Chicago    IL
## 1728          Revolution Brewing Company             Chicago    IL
## 1729                  Rhinegeist Brewery          Cincinnati    OH
## 1730                  Rhinegeist Brewery          Cincinnati    OH
## 1731                  Rhinegeist Brewery          Cincinnati    OH
## 1732                  Rhinegeist Brewery          Cincinnati    OH
## 1733                  Rhinegeist Brewery          Cincinnati    OH
## 1734                  Rhinegeist Brewery          Cincinnati    OH
## 1735                  Rhinegeist Brewery          Cincinnati    OH
## 1736                  Rhinegeist Brewery          Cincinnati    OH
## 1737                 Right Brain Brewery       Traverse City    MI
## 1738         Rising Tide Brewing Company            Portland    ME
## 1739         Rising Tide Brewing Company            Portland    ME
## 1740                 River North Brewery              Denver    CO
## 1741                 River North Brewery              Denver    CO
## 1742           Rivertown Brewing Company            Lockland    OH
## 1743           Rivertown Brewing Company            Lockland    OH
## 1744          Rivertowne Brewing Company              Export    PA
## 1745          Rivertowne Brewing Company              Export    PA
## 1746          Rivertowne Brewing Company              Export    PA
## 1747          Rivertowne Brewing Company              Export    PA
## 1748          Rivertowne Brewing Company              Export    PA
## 1749          Rivertowne Brewing Company              Export    PA
## 1750          Rivertowne Brewing Company              Export    PA
## 1751          Rivertowne Brewing Company              Export    PA
## 1752          Rivertowne Brewing Company              Export    PA
## 1753          Rivertowne Brewing Company              Export    PA
## 1754          Rivertowne Brewing Company              Export    PA
## 1755          Rivertowne Brewing Company              Export    PA
## 1756          Rivertowne Brewing Company              Export    PA
## 1757          Rivertowne Brewing Company              Export    PA
## 1758          Rivertowne Brewing Company              Export    PA
## 1759           Roanoke Railhouse Brewery             Roanoke    VA
## 1760     Rochester Mills Brewing Company           Rochester    MI
## 1761     Rochester Mills Brewing Company           Rochester    MI
## 1762     Rochester Mills Brewing Company           Rochester    MI
## 1763     Rochester Mills Brewing Company           Rochester    MI
## 1764     Rochester Mills Brewing Company           Rochester    MI
## 1765     Rochester Mills Brewing Company           Rochester    MI
## 1766     Rochester Mills Brewing Company           Rochester    MI
## 1767                          Rogue Ales             Newport    OR
## 1768           RoughTail Brewing Company        Midwest City    OK
## 1769           RoughTail Brewing Company        Midwest City    OK
## 1770           RoughTail Brewing Company        Midwest City    OK
## 1771                  Round Guys Brewing            Lansdale    PA
## 1772                  Round Guys Brewing            Lansdale    PA
## 1773                  Round Guys Brewing            Lansdale    PA
## 1774                  Round Guys Brewing            Lansdale    PA
## 1775                  Round Guys Brewing            Lansdale    PA
## 1776                  Round Guys Brewing            Lansdale    PA
## 1777                  Round Guys Brewing            Lansdale    PA
## 1778             Ruhstaller Beer Company          Sacramento    CA
## 1779             Ruhstaller Beer Company          Sacramento    CA
## 1780             Ruhstaller Beer Company          Sacramento    CA
## 1781             Ruhstaller Beer Company          Sacramento    CA
## 1782             Ruhstaller Beer Company          Sacramento    CA
## 1783                Saint Archer Brewery           San Diego    CA
## 1784                Saint Archer Brewery           San Diego    CA
## 1785                Saint Archer Brewery           San Diego    CA
## 1786                Saint Archer Brewery           San Diego    CA
## 1787              SanTan Brewing Company            Chandler    AZ
## 1788              SanTan Brewing Company            Chandler    AZ
## 1789              SanTan Brewing Company            Chandler    AZ
## 1790              SanTan Brewing Company            Chandler    AZ
## 1791              SanTan Brewing Company            Chandler    AZ
## 1792              SanTan Brewing Company            Chandler    AZ
## 1793              SanTan Brewing Company            Chandler    AZ
## 1794              SanTan Brewing Company            Chandler    AZ
## 1795              SanTan Brewing Company            Chandler    AZ
## 1796              SanTan Brewing Company            Chandler    AZ
## 1797              SanTan Brewing Company            Chandler    AZ
## 1798              SanTan Brewing Company            Chandler    AZ
## 1799              SanTan Brewing Company            Chandler    AZ
## 1800              SanTan Brewing Company            Chandler    AZ
## 1801              SanTan Brewing Company            Chandler    AZ
## 1802              SanTan Brewing Company            Chandler    AZ
## 1803              SanTan Brewing Company            Chandler    AZ
## 1804              SanTan Brewing Company            Chandler    AZ
## 1805              SanTan Brewing Company            Chandler    AZ
## 1806             Sanitas Brewing Company             Boulder    CO
## 1807             Sanitas Brewing Company             Boulder    CO
## 1808         Santa Cruz Mountain Brewing          Santa Cruz    CA
## 1809         Santa Cruz Mountain Brewing          Santa Cruz    CA
## 1810         Santa Cruz Mountain Brewing          Santa Cruz    CA
## 1811            Santa Fe Brewing Company            Santa Fe    NM
## 1812            Santa Fe Brewing Company            Santa Fe    NM
## 1813            Santa Fe Brewing Company            Santa Fe    NM
## 1814            Santa Fe Brewing Company            Santa Fe    NM
## 1815            Santa Fe Brewing Company            Santa Fe    NM
## 1816            Santa Fe Brewing Company            Santa Fe    NM
## 1817            Santa Fe Brewing Company            Santa Fe    NM
## 1818           Saugatuck Brewing Company             Douglas    MI
## 1819                 Schilling & Company             Seattle    WA
## 1820                 Schilling & Company             Seattle    WA
## 1821                 Schilling & Company             Seattle    WA
## 1822            Schlafly Brewing Company         Saint Louis    MO
## 1823            Schlafly Brewing Company         Saint Louis    MO
## 1824            Schlafly Brewing Company         Saint Louis    MO
## 1825            Schlafly Brewing Company         Saint Louis    MO
## 1826            Schlafly Brewing Company         Saint Louis    MO
## 1827            Schlafly Brewing Company         Saint Louis    MO
## 1828             Sea Dog Brewing Company            Portland    ME
## 1829                   Seabright Brewery          Santa Cruz    CA
## 1830               Seattle Cider Company             Seattle    WA
## 1831               Seattle Cider Company             Seattle    WA
## 1832                Seven Brides Brewery           Silverton    OR
## 1833                Seven Brides Brewery           Silverton    OR
## 1834         Seventh Son Brewing Company            Columbus    OH
## 1835         Seventh Son Brewing Company            Columbus    OH
## 1836         Seventh Son Brewing Company            Columbus    OH
## 1837         Seventh Son Brewing Company            Columbus    OH
## 1838         Seventh Son Brewing Company            Columbus    OH
## 1839             Shebeen Brewing Company             Wolcott    CT
## 1840             Sherwood Forest Brewers         Marlborough    MA
## 1841            Shipyard Brewing Company            Portland    ME
## 1842            Shipyard Brewing Company            Portland    ME
## 1843            Shipyard Brewing Company            Portland    ME
## 1844            Shipyard Brewing Company            Portland    ME
## 1845       Sierra Nevada Brewing Company               Chico    CA
## 1846       Sierra Nevada Brewing Company               Chico    CA
## 1847       Sierra Nevada Brewing Company               Chico    CA
## 1848       Sierra Nevada Brewing Company               Chico    CA
## 1849       Sierra Nevada Brewing Company               Chico    CA
## 1850       Sierra Nevada Brewing Company               Chico    CA
## 1851       Sierra Nevada Brewing Company               Chico    CA
## 1852       Sierra Nevada Brewing Company               Chico    CA
## 1853       Sierra Nevada Brewing Company               Chico    CA
## 1854    Sietsema Orchards and Cider Mill                 Ada    MI
## 1855                   Silverton Brewery           Silverton    CO
## 1856                   Silverton Brewery           Silverton    CO
## 1857                   Silverton Brewery           Silverton    CO
## 1858                 Sixpoint Craft Ales            Brooklyn    NY
## 1859                 Sixpoint Craft Ales            Brooklyn    NY
## 1860                 Sixpoint Craft Ales            Brooklyn    NY
## 1861                 Sixpoint Craft Ales            Brooklyn    NY
## 1862                 Sixpoint Craft Ales            Brooklyn    NY
## 1863                 Sixpoint Craft Ales            Brooklyn    NY
## 1864                 Sixpoint Craft Ales            Brooklyn    NY
## 1865                 Sixpoint Craft Ales            Brooklyn    NY
## 1866                 Sixpoint Craft Ales            Brooklyn    NY
## 1867                 Sixpoint Craft Ales            Brooklyn    NY
## 1868                 Sixpoint Craft Ales            Brooklyn    NY
## 1869                 Sixpoint Craft Ales            Brooklyn    NY
## 1870                 Sixpoint Craft Ales            Brooklyn    NY
## 1871                 Sixpoint Craft Ales            Brooklyn    NY
## 1872                 Sixpoint Craft Ales            Brooklyn    NY
## 1873                 Sixpoint Craft Ales            Brooklyn    NY
## 1874                 Sixpoint Craft Ales            Brooklyn    NY
## 1875                 Sixpoint Craft Ales            Brooklyn    NY
## 1876                 Sixpoint Craft Ales            Brooklyn    NY
## 1877                 Sixpoint Craft Ales            Brooklyn    NY
## 1878                 Sixpoint Craft Ales            Brooklyn    NY
## 1879                 Sixpoint Craft Ales            Brooklyn    NY
## 1880                 Sixpoint Craft Ales            Brooklyn    NY
## 1881                 Sixpoint Craft Ales            Brooklyn    NY
## 1882                 Ska Brewing Company             Durango    CO
## 1883                 Ska Brewing Company             Durango    CO
## 1884                 Ska Brewing Company             Durango    CO
## 1885                 Ska Brewing Company             Durango    CO
## 1886                 Ska Brewing Company             Durango    CO
## 1887                 Ska Brewing Company             Durango    CO
## 1888                 Ska Brewing Company             Durango    CO
## 1889                 Ska Brewing Company             Durango    CO
## 1890                 Ska Brewing Company             Durango    CO
## 1891                 Ska Brewing Company             Durango    CO
## 1892                 Ska Brewing Company             Durango    CO
## 1893                 Ska Brewing Company             Durango    CO
## 1894        Slanted Rock Brewing Company            Meridian    ID
## 1895        Slanted Rock Brewing Company            Meridian    ID
## 1896            SlapShot Brewing Company             Chicago    IL
## 1897            SlapShot Brewing Company             Chicago    IL
## 1898       Sleeping Lady Brewing Company           Anchorage    AK
## 1899             Sly Fox Brewing Company        Phoenixville    PA
## 1900             Sly Fox Brewing Company           Pottstown    PA
## 1901             Sly Fox Brewing Company           Pottstown    PA
## 1902             Sly Fox Brewing Company           Pottstown    PA
## 1903             Sly Fox Brewing Company           Pottstown    PA
## 1904             Sly Fox Brewing Company           Pottstown    PA
## 1905             Sly Fox Brewing Company           Pottstown    PA
## 1906             Sly Fox Brewing Company           Pottstown    PA
## 1907             Sly Fox Brewing Company           Pottstown    PA
## 1908             Sly Fox Brewing Company           Pottstown    PA
## 1909             Sly Fox Brewing Company           Pottstown    PA
## 1910             Sly Fox Brewing Company           Pottstown    PA
## 1911             Sly Fox Brewing Company           Pottstown    PA
## 1912          Smartmouth Brewing Company             Norfolk    VA
## 1913          Smartmouth Brewing Company             Norfolk    VA
## 1914          Smartmouth Brewing Company             Norfolk    VA
## 1915         Snake River Brewing Company             Jackson    WY
## 1916         Snake River Brewing Company             Jackson    WY
## 1917         Snake River Brewing Company             Jackson    WY
## 1918         Snake River Brewing Company             Jackson    WY
## 1919         Snake River Brewing Company             Jackson    WY
## 1920         Snake River Brewing Company             Jackson    WY
## 1921         Snake River Brewing Company             Jackson    WY
## 1922             Sockeye Brewing Company               Boise    ID
## 1923             Sockeye Brewing Company               Boise    ID
## 1924             Sockeye Brewing Company               Boise    ID
## 1925             Sockeye Brewing Company               Boise    ID
## 1926             Sockeye Brewing Company               Boise    ID
## 1927             Sockeye Brewing Company               Boise    ID
## 1928             Sockeye Brewing Company               Boise    ID
## 1929             Sockeye Brewing Company               Boise    ID
## 1930             Sockeye Brewing Company               Boise    ID
## 1931             Sockeye Brewing Company               Boise    ID
## 1932             Sockeye Brewing Company               Boise    ID
## 1933             Sockeye Brewing Company               Boise    ID
## 1934             Sockeye Brewing Company               Boise    ID
## 1935             Sockeye Brewing Company               Boise    ID
## 1936             Sockeye Brewing Company               Boise    ID
## 1937             Sockeye Brewing Company               Boise    ID
## 1938             Sockeye Brewing Company               Boise    ID
## 1939                South Austin Brewery        South Austin    TX
## 1940                South Austin Brewery        South Austin    TX
## 1941                South Austin Brewery        South Austin    TX
## 1942                South Austin Brewery        South Austin    TX
## 1943           Southampton Publick House         Southampton    NY
## 1944     Southern Oregon Brewing Company             Medford    OR
## 1945     Southern Oregon Brewing Company             Medford    OR
## 1946 Southern Prohibition Brewing Com...         Hattiesburg    MS
## 1947 Southern Prohibition Brewing Com...         Hattiesburg    MS
## 1948 Southern Prohibition Brewing Com...         Hattiesburg    MS
## 1949 Southern Prohibition Brewing Com...         Hattiesburg    MS
## 1950 Southern Prohibition Brewing Com...         Hattiesburg    MS
## 1951 Southern Prohibition Brewing Com...         Hattiesburg    MS
## 1952 Southern Prohibition Brewing Com...         Hattiesburg    MS
## 1953 Southern Prohibition Brewing Com...         Hattiesburg    MS
## 1954 Southern Prohibition Brewing Com...         Hattiesburg    MS
## 1955       Southern Star Brewing Company              Conroe    TX
## 1956       Southern Star Brewing Company              Conroe    TX
## 1957       Southern Star Brewing Company              Conroe    TX
## 1958       Southern Star Brewing Company              Conroe    TX
## 1959       Southern Star Brewing Company              Conroe    TX
## 1960       Southern Star Brewing Company              Conroe    TX
## 1961       Southern Star Brewing Company              Conroe    TX
## 1962       Southern Star Brewing Company              Conroe    TX
## 1963       Southern Star Brewing Company              Conroe    TX
## 1964       Southern Star Brewing Company              Conroe    TX
## 1965       Southern Star Brewing Company              Conroe    TX
## 1966       Southern Star Brewing Company              Conroe    TX
## 1967       Southern Star Brewing Company              Conroe    TX
## 1968       Southern Star Brewing Company              Conroe    TX
## 1969              Speakasy Ales & Lagers       San Francisco    CA
## 1970                        Spilker Ales            Cortland    NE
## 1971            Spiteful Brewing Company             Chicago    IL
## 1972            Spiteful Brewing Company             Chicago    IL
## 1973            Spiteful Brewing Company             Chicago    IL
## 1974            Spiteful Brewing Company             Chicago    IL
## 1975            Spiteful Brewing Company             Chicago    IL
## 1976            Spiteful Brewing Company             Chicago    IL
## 1977            Spiteful Brewing Company             Chicago    IL
## 1978            Spiteful Brewing Company             Chicago    IL
## 1979            Spiteful Brewing Company             Chicago    IL
## 1980            Spiteful Brewing Company             Chicago    IL
## 1981            Spiteful Brewing Company             Chicago    IL
## 1982            Spiteful Brewing Company             Chicago    IL
## 1983            Sprecher Brewing Company            Glendale    WI
## 1984            Sprecher Brewing Company            Glendale    WI
## 1985        Spring House Brewing Company           Conestoga    PA
## 1986                   St. Julian Winery             Paw Paw    MI
## 1987                  Starr Hill Brewery              Crozet    VA
## 1988                  Starr Hill Brewery              Crozet    VA
## 1989                  Starr Hill Brewery              Crozet    VA
## 1990                  Starr Hill Brewery              Crozet    VA
## 1991          Steamworks Brewing Company             Durango    CO
## 1992          Steamworks Brewing Company             Durango    CO
## 1993          Steamworks Brewing Company             Durango    CO
## 1994          Steamworks Brewing Company             Durango    CO
## 1995               Stevens Point Brewery       Stevens Point    WI
## 1996               Stevens Point Brewery       Stevens Point    WI
## 1997               Stevens Point Brewery       Stevens Point    WI
## 1998               Stevens Point Brewery       Stevens Point    WI
## 1999               Stevens Point Brewery       Stevens Point    WI
## 2000               Stevens Point Brewery       Stevens Point    WI
## 2001               Stevens Point Brewery       Stevens Point    WI
## 2002               Stevens Point Brewery       Stevens Point    WI
## 2003               Stevens Point Brewery       Stevens Point    WI
## 2004               Stevens Point Brewery       Stevens Point    WI
## 2005               Stevens Point Brewery       Stevens Point    WI
## 2006               Stevens Point Brewery       Stevens Point    WI
## 2007               Stevens Point Brewery       Stevens Point    WI
## 2008               Stevens Point Brewery       Stevens Point    WI
## 2009               Stevens Point Brewery       Stevens Point    WI
## 2010               Stevens Point Brewery       Stevens Point    WI
## 2011               Stevens Point Brewery       Stevens Point    WI
## 2012               Stevens Point Brewery       Stevens Point    WI
## 2013               Stevens Point Brewery       Stevens Point    WI
## 2014               Stevens Point Brewery       Stevens Point    WI
## 2015               Stevens Point Brewery       Stevens Point    WI
## 2016               Stevens Point Brewery       Stevens Point    WI
## 2017              Stillmank Beer Company           Green Bay    WI
## 2018           Stillwater Artisanal Ales           Baltimore    MD
## 2019           Stillwater Artisanal Ales           Baltimore    MD
## 2020           Stillwater Artisanal Ales           Baltimore    MD
## 2021         Stone Coast Brewing Company            Portland    ME
## 2022                     Straight to Ale          Huntsville    AL
## 2023                     Straight to Ale          Huntsville    AL
## 2024                     Straight to Ale          Huntsville    AL
## 2025                      Straub Brewery           St Mary's    PA
## 2026                      Straub Brewery           St Mary's    PA
## 2027                      Straub Brewery           St Mary's    PA
## 2028                      Straub Brewery           St Mary's    PA
## 2029              Summit Brewing Company             St Paul    MN
## 2030              Summit Brewing Company            St. Paul    MN
## 2031              Summit Brewing Company            St. Paul    MN
## 2032              Summit Brewing Company            St. Paul    MN
## 2033            Sun King Brewing Company        Indianapolis    IN
## 2034            Sun King Brewing Company        Indianapolis    IN
## 2035            Sun King Brewing Company        Indianapolis    IN
## 2036            Sun King Brewing Company        Indianapolis    IN
## 2037            Sun King Brewing Company        Indianapolis    IN
## 2038            Sun King Brewing Company        Indianapolis    IN
## 2039            Sun King Brewing Company        Indianapolis    IN
## 2040            Sun King Brewing Company        Indianapolis    IN
## 2041            Sun King Brewing Company        Indianapolis    IN
## 2042            Sun King Brewing Company        Indianapolis    IN
## 2043            Sun King Brewing Company        Indianapolis    IN
## 2044            Sun King Brewing Company        Indianapolis    IN
## 2045            Sun King Brewing Company        Indianapolis    IN
## 2046            Sun King Brewing Company        Indianapolis    IN
## 2047            Sun King Brewing Company        Indianapolis    IN
## 2048            Sun King Brewing Company        Indianapolis    IN
## 2049            Sun King Brewing Company        Indianapolis    IN
## 2050            Sun King Brewing Company        Indianapolis    IN
## 2051            Sun King Brewing Company        Indianapolis    IN
## 2052            Sun King Brewing Company        Indianapolis    IN
## 2053            Sun King Brewing Company        Indianapolis    IN
## 2054            Sun King Brewing Company        Indianapolis    IN
## 2055            Sun King Brewing Company        Indianapolis    IN
## 2056            Sun King Brewing Company        Indianapolis    IN
## 2057            Sun King Brewing Company        Indianapolis    IN
## 2058            Sun King Brewing Company        Indianapolis    IN
## 2059            Sun King Brewing Company        Indianapolis    IN
## 2060            Sun King Brewing Company        Indianapolis    IN
## 2061            Sun King Brewing Company        Indianapolis    IN
## 2062            Sun King Brewing Company        Indianapolis    IN
## 2063            Sun King Brewing Company        Indianapolis    IN
## 2064            Sun King Brewing Company        Indianapolis    IN
## 2065            Sun King Brewing Company        Indianapolis    IN
## 2066            Sun King Brewing Company        Indianapolis    IN
## 2067            Sun King Brewing Company        Indianapolis    IN
## 2068            Sun King Brewing Company        Indianapolis    IN
## 2069            Sun King Brewing Company        Indianapolis    IN
## 2070            Sun King Brewing Company        Indianapolis    IN
## 2071         Sunken City Brewing Company               Hardy    VA
## 2072         Sunken City Brewing Company               Hardy    VA
## 2073               Surly Brewing Company     Brooklyn Center    MN
## 2074               Surly Brewing Company     Brooklyn Center    MN
## 2075               Surly Brewing Company     Brooklyn Center    MN
## 2076               Surly Brewing Company     Brooklyn Center    MN
## 2077               Surly Brewing Company     Brooklyn Center    MN
## 2078               Surly Brewing Company     Brooklyn Center    MN
## 2079               Surly Brewing Company     Brooklyn Center    MN
## 2080               Surly Brewing Company     Brooklyn Center    MN
## 2081               Surly Brewing Company     Brooklyn Center    MN
## 2082               Surly Brewing Company     Brooklyn Center    MN
## 2083               Surly Brewing Company     Brooklyn Center    MN
## 2084               Surly Brewing Company     Brooklyn Center    MN
## 2085               Surly Brewing Company     Brooklyn Center    MN
## 2086                  Swamp Head Brewery         Gainesville    FL
## 2087                  Swamp Head Brewery         Gainesville    FL
## 2088                  Swamp Head Brewery         Gainesville    FL
## 2089                  Swamp Head Brewery         Gainesville    FL
## 2090                  Swamp Head Brewery         Gainesville    FL
## 2091        Swashbuckler Brewing Company             Manheim    PA
## 2092          SweetWater Brewing Company             Atlanta    GA
## 2093          SweetWater Brewing Company             Atlanta    GA
## 2094          SweetWater Brewing Company             Atlanta    GA
## 2095          SweetWater Brewing Company             Atlanta    GA
## 2096                       TailGate Beer           San Diego    CA
## 2097                       TailGate Beer           San Diego    CA
## 2098                       TailGate Beer           San Diego    CA
## 2099                       TailGate Beer           San Diego    CA
## 2100                       TailGate Beer           San Diego    CA
## 2101                       TailGate Beer           San Diego    CA
## 2102                       TailGate Beer           San Diego    CA
## 2103                       TailGate Beer           San Diego    CA
## 2104           Tallgrass Brewing Company           Manhattan    KS
## 2105           Tallgrass Brewing Company           Manhattan    KS
## 2106           Tallgrass Brewing Company           Manhattan    KS
## 2107           Tallgrass Brewing Company           Manhattan    KS
## 2108           Tallgrass Brewing Company           Manhattan    KS
## 2109           Tallgrass Brewing Company           Manhattan    KS
## 2110           Tallgrass Brewing Company           Manhattan    KS
## 2111           Tallgrass Brewing Company           Manhattan    KS
## 2112           Tallgrass Brewing Company           Manhattan    KS
## 2113           Tallgrass Brewing Company           Manhattan    KS
## 2114           Tallgrass Brewing Company           Manhattan    KS
## 2115           Tallgrass Brewing Company           Manhattan    KS
## 2116           Tallgrass Brewing Company           Manhattan    KS
## 2117           Tallgrass Brewing Company           Manhattan    KS
## 2118           Tallgrass Brewing Company           Manhattan    KS
## 2119           Tallgrass Brewing Company           Manhattan    KS
## 2120           Tallgrass Brewing Company           Manhattan    KS
## 2121           Tallgrass Brewing Company           Manhattan    KS
## 2122            Tamarack Brewing Company            Lakeside    MT
## 2123            Tamarack Brewing Company            Lakeside    MT
## 2124           Tampa Bay Brewing Company               Tampa    FL
## 2125           Tampa Bay Brewing Company               Tampa    FL
## 2126                    Tapistry Brewing            Bridgman    MI
## 2127                    Tapistry Brewing            Bridgman    MI
## 2128                    Tapistry Brewing            Bridgman    MI
## 2129              Taxman Brewing Company        Bargersville    IN
## 2130           Telluride Brewing Company           Telluride    CO
## 2131           Telluride Brewing Company           Telluride    CO
## 2132           Telluride Brewing Company           Telluride    CO
## 2133             Temperance Beer Company            Evanston    IL
## 2134             Temperance Beer Company            Evanston    IL
## 2135             Temperance Beer Company            Evanston    IL
## 2136            Terrapin Brewing Company              Athens    GA
## 2137                  Texian Brewing Co.            Richmond    TX
## 2138                  Texian Brewing Co.            Richmond    TX
## 2139                  Texian Brewing Co.            Richmond    TX
## 2140                  Texian Brewing Co.            Richmond    TX
## 2141                       The Alchemist           Waterbury    VT
## 2142                       The Alchemist           Waterbury    VT
## 2143                       The Alchemist           Waterbury    VT
## 2144                       The Alchemist           Waterbury    VT
## 2145                       The Alchemist           Waterbury    VT
## 2146                       The Alchemist           Waterbury    VT
## 2147     The Black Tooth Brewing Company            Sheridan    WY
## 2148     The Black Tooth Brewing Company            Sheridan    WY
## 2149     The Black Tooth Brewing Company            Sheridan    WY
## 2150     The Black Tooth Brewing Company            Sheridan    WY
## 2151                    The Brewer's Art           Baltimore    MD
## 2152                    The Brewer's Art           Baltimore    MD
## 2153                    The Brewer's Art           Baltimore    MD
## 2154                   The Bronx Brewery               Bronx    NY
## 2155                   The Bronx Brewery               Bronx    NY
## 2156                   The Bronx Brewery               Bronx    NY
## 2157          The Dudes' Brewing Company            Torrance    CA
## 2158          The Dudes' Brewing Company            Torrance    CA
## 2159          The Dudes' Brewing Company            Torrance    CA
## 2160          The Dudes' Brewing Company            Torrance    CA
## 2161          The Dudes' Brewing Company            Torrance    CA
## 2162               The Just Beer Project          Burlington    VT
## 2163                    The Lion Brewery        Wilkes-Barre    PA
## 2164       The Manhattan Brewing Company            New York    NY
## 2165          The Mitten Brewing Company        Grand Rapids    MI
## 2166             The Right Brain Brewery       Traverse City    MI
## 2167             The Right Brain Brewery       Traverse City    MI
## 2168             The Right Brain Brewery       Traverse City    MI
## 2169           The Traveler Beer Company          Burlington    VT
## 2170              Third Street Brewhouse         Cold Spring    MN
## 2171              Third Street Brewhouse         Cold Spring    MN
## 2172              Third Street Brewhouse         Cold Spring    MN
## 2173              Third Street Brewhouse         Cold Spring    MN
## 2174       Thomas Hooker Brewing Company          Bloomfield    CT
## 2175                Three Creeks Brewing             Sisters    OR
## 2176                Three Creeks Brewing             Sisters    OR
## 2177                Three Creeks Brewing             Sisters    OR
## 2178       Three Notch'd Brewing Company     Charlottesville    VA
## 2179       Three Notch'd Brewing Company     Charlottesville    VA
## 2180                 Three Pints Brewing        Martinsville    IN
## 2181                 Three Pints Brewing        Martinsville    IN
## 2182                 Three Pints Brewing        Martinsville    IN
## 2183                 Three Pints Brewing        Martinsville    IN
## 2184         Thunderhead Brewing Company             Kearney    NE
## 2185         Thunderhead Brewing Company             Kearney    NE
## 2186         Thunderhead Brewing Company             Kearney    NE
## 2187         Thunderhead Brewing Company             Kearney    NE
## 2188             Tin Man Brewing Company          Evansville    IN
## 2189             Tin Man Brewing Company          Evansville    IN
## 2190             Tin Man Brewing Company          Evansville    IN
## 2191             Tin Man Brewing Company          Evansville    IN
## 2192             Tin Man Brewing Company          Evansville    IN
## 2193             Tin Man Brewing Company          Evansville    IN
## 2194             Tin Man Brewing Company          Evansville    IN
## 2195             Tin Man Brewing Company          Evansville    IN
## 2196             Tin Man Brewing Company          Evansville    IN
## 2197            Tin Roof Brewing Company         Baton Rouge    LA
## 2198            Tin Roof Brewing Company         Baton Rouge    LA
## 2199            Tin Roof Brewing Company         Baton Rouge    LA
## 2200            Tin Roof Brewing Company         Baton Rouge    LA
## 2201            Tin Roof Brewing Company         Baton Rouge    LA
## 2202            Tin Roof Brewing Company         Baton Rouge    LA
## 2203            Tin Roof Brewing Company         Baton Rouge    LA
## 2204                Tommyknocker Brewery       Idaho Springs    CO
## 2205                Tommyknocker Brewery       Idaho Springs    CO
## 2206                  Tonka Beer Company          Minnetonka    MN
## 2207                  Tonka Beer Company          Minnetonka    MN
## 2208             Tractor Brewing Company         Albuquerque    NM
## 2209             Tractor Brewing Company         Albuquerque    NM
## 2210             Tractor Brewing Company         Albuquerque    NM
## 2211            Triangle Brewing Company              Durham    NC
## 2212            Triangle Brewing Company              Durham    NC
## 2213            Triangle Brewing Company              Durham    NC
## 2214              Tröegs Brewing Company             Hershey    PA
## 2215              Tröegs Brewing Company             Hershey    PA
## 2216              Tröegs Brewing Company             Hershey    PA
## 2217              Tröegs Brewing Company             Hershey    PA
## 2218              Tröegs Brewing Company             Hershey    PA
## 2219          Twin Lakes Brewing Company          Greenville    DE
## 2220        Twisted Pine Brewing Company             Boulder    CO
## 2221           Twisted X Brewing Company    Dripping Springs    TX
## 2222           Twisted X Brewing Company    Dripping Springs    TX
## 2223           Twisted X Brewing Company    Dripping Springs    TX
## 2224           Two Beers Brewing Company             Seattle    WA
## 2225           Two Beers Brewing Company             Seattle    WA
## 2226           Two Beers Brewing Company             Seattle    WA
## 2227           Two Beers Brewing Company             Seattle    WA
## 2228           Two Beers Brewing Company             Seattle    WA
## 2229           Two Beers Brewing Company             Seattle    WA
## 2230           Two Beers Brewing Company             Seattle    WA
## 2231           Two Beers Brewing Company             Seattle    WA
## 2232           Two Beers Brewing Company             Seattle    WA
## 2233           Two Beers Brewing Company             Seattle    WA
## 2234           Two Beers Brewing Company             Seattle    WA
## 2235           Two Beers Brewing Company             Seattle    WA
## 2236        Two Brothers Brewing Company         Warrenville    IL
## 2237        Two Brothers Brewing Company         Warrenville    IL
## 2238        Two Brothers Brewing Company         Warrenville    IL
## 2239        Two Brothers Brewing Company         Warrenville    IL
## 2240        Two Brothers Brewing Company         Warrenville    IL
## 2241        Two Brothers Brewing Company         Warrenville    IL
## 2242        Two Brothers Brewing Company         Warrenville    IL
## 2243        Two Brothers Brewing Company         Warrenville    IL
## 2244        Two Brothers Brewing Company         Warrenville    IL
## 2245        Two Brothers Brewing Company         Warrenville    IL
## 2246          Two Henrys Brewing Company          Plant City    FL
## 2247           Two Roads Brewing Company           Stratford    CT
## 2248           Two Roads Brewing Company           Stratford    CT
## 2249           Two Roads Brewing Company           Stratford    CT
## 2250           Two Roads Brewing Company           Stratford    CT
## 2251           Two Roads Brewing Company           Stratford    CT
## 2252               Uinta Brewing Company      Salt Lake City    UT
## 2253               Uinta Brewing Company      Salt Lake City    UT
## 2254               Uinta Brewing Company      Salt Lake City    UT
## 2255               Uinta Brewing Company      Salt Lake City    UT
## 2256               Uinta Brewing Company      Salt Lake City    UT
## 2257               Uinta Brewing Company      Salt Lake City    UT
## 2258               Uinta Brewing Company      Salt Lake City    UT
## 2259               Uinta Brewing Company      Salt Lake City    UT
## 2260               Uinta Brewing Company      Salt Lake City    UT
## 2261               Ukiah Brewing Company               Ukiah    CA
## 2262 Uncle Billy's Brewery and Smokeh...              Austin    TX
## 2263 Uncle Billy's Brewery and Smokeh...              Austin    TX
## 2264     Uncle John's Fruit House Winery          St. John's    MI
## 2265     Uncle John's Fruit House Winery          St. John's    MI
## 2266     Uncle John's Fruit House Winery          St. John's    MI
## 2267                    Uncommon Brewers          Santa Cruz    CA
## 2268                    Uncommon Brewers          Santa Cruz    CA
## 2269                    Uncommon Brewers          Santa Cruz    CA
## 2270                    Uncommon Brewers          Santa Cruz    CA
## 2271                    Uncommon Brewers          Santa Cruz    CA
## 2272                 Union Craft Brewing           Baltimore    MD
## 2273                 Union Craft Brewing           Baltimore    MD
## 2274                 Union Craft Brewing           Baltimore    MD
## 2275                 Union Craft Brewing           Baltimore    MD
## 2276              Upland Brewing Company         Bloomington    IN
## 2277              Upland Brewing Company         Bloomington    IN
## 2278              Upland Brewing Company         Bloomington    IN
## 2279             Upslope Brewing Company             Boulder    CO
## 2280             Upslope Brewing Company             Boulder    CO
## 2281             Upslope Brewing Company             Boulder    CO
## 2282             Upslope Brewing Company             Boulder    CO
## 2283             Upslope Brewing Company             Boulder    CO
## 2284             Upslope Brewing Company             Boulder    CO
## 2285             Upslope Brewing Company             Boulder    CO
## 2286             Upslope Brewing Company             Boulder    CO
## 2287             Upslope Brewing Company             Boulder    CO
## 2288             Upslope Brewing Company             Boulder    CO
## 2289             Upslope Brewing Company             Boulder    CO
## 2290             Upslope Brewing Company             Boulder    CO
## 2291             Upslope Brewing Company             Boulder    CO
## 2292             Upslope Brewing Company             Boulder    CO
## 2293             Upslope Brewing Company             Boulder    CO
## 2294             Upslope Brewing Company             Boulder    CO
## 2295             Upslope Brewing Company             Boulder    CO
## 2296             Upslope Brewing Company             Boulder    CO
## 2297             Upstate Brewing Company              Elmira    NY
## 2298             Upstate Brewing Company              Elmira    NY
## 2299            Utah Brewers Cooperative      Salt Lake City    UT
## 2300            Utah Brewers Cooperative      Salt Lake City    UT
## 2301            Utah Brewers Cooperative      Salt Lake City    UT
## 2302            Utah Brewers Cooperative      Salt Lake City    UT
## 2303            Utah Brewers Cooperative      Salt Lake City    UT
## 2304            Utah Brewers Cooperative      Salt Lake City    UT
## 2305            Utah Brewers Cooperative      Salt Lake City    UT
## 2306            Utah Brewers Cooperative      Salt Lake City    UT
## 2307                  Vander Mill Ciders         Spring Lake    MI
## 2308                  Vander Mill Ciders         Spring Lake    MI
## 2309                  Vander Mill Ciders         Spring Lake    MI
## 2310                  Vander Mill Ciders         Spring Lake    MI
## 2311                  Vander Mill Ciders         Spring Lake    MI
## 2312               Vault Brewing Company             Yardley    PA
## 2313                      Voodoo Brewery           Meadville    PA
## 2314                      Voodoo Brewery           Meadville    PA
## 2315                      Voodoo Brewery           Meadville    PA
## 2316                      Voodoo Brewery           Meadville    PA
## 2317                      Voodoo Brewery           Meadville    PA
## 2318                      Voodoo Brewery           Meadville    PA
## 2319           Wachusett Brewing Company         Westminster    MA
## 2320           Wachusett Brewing Company         Westminster    MA
## 2321           Wachusett Brewing Company         Westminster    MA
## 2322           Wachusett Brewing Company         Westminster    MA
## 2323           Wachusett Brewing Company         Westminster    MA
## 2324           Wachusett Brewing Company         Westminster    MA
## 2325           Wachusett Brewing Company         Westminster    MA
## 2326           Wachusett Brewing Company         Westminster    MA
## 2327           Wachusett Brewing Company         Westminster    MA
## 2328           Wachusett Brewing Company         Westminster    MA
## 2329           Wachusett Brewing Company         Westminster    MA
## 2330             Warbird Brewing Company          Fort Wayne    IN
## 2331         Warped Wing Brewing Company              Dayton    OH
## 2332         Warped Wing Brewing Company              Dayton    OH
## 2333         Warped Wing Brewing Company              Dayton    OH
## 2334         Warped Wing Brewing Company              Dayton    OH
## 2335                  West Sixth Brewing           Lexington    KY
## 2336                  West Sixth Brewing           Lexington    KY
## 2337                  West Sixth Brewing           Lexington    KY
## 2338                  West Sixth Brewing           Lexington    KY
## 2339           Westbrook Brewing Company        Mt. Pleasant    SC
## 2340           Westbrook Brewing Company        Mt. Pleasant    SC
## 2341           Westbrook Brewing Company        Mt. Pleasant    SC
## 2342           Westbrook Brewing Company        Mt. Pleasant    SC
## 2343     Westfield River Brewing Company           Westfield    MA
## 2344     Westfield River Brewing Company           Westfield    MA
## 2345     Westfield River Brewing Company           Westfield    MA
## 2346              Weston Brewing Company              Weston    MO
## 2347              Weston Brewing Company              Weston    MO
## 2348              Weston Brewing Company              Weston    MO
## 2349              Weston Brewing Company              Weston    MO
## 2350              Weston Brewing Company              Weston    MO
## 2351              Weston Brewing Company              Weston    MO
## 2352              Weston Brewing Company              Weston    MO
## 2353                 White Birch Brewing            Hooksett    NH
## 2354                 White Birch Brewing            Hooksett    NH
## 2355                 White Birch Brewing            Hooksett    NH
## 2356                 White Birch Brewing            Hooksett    NH
## 2357         White Flame Brewing Company         Hudsonville    MI
## 2358     Widmer Brothers Brewing Company            Portland    OR
## 2359     Widmer Brothers Brewing Company            Portland    OR
## 2360     Widmer Brothers Brewing Company            Portland    OR
## 2361          Wild Onion Brewing Company     Lake Barrington    IL
## 2362          Wild Onion Brewing Company     Lake Barrington    IL
## 2363          Wild Onion Brewing Company     Lake Barrington    IL
## 2364          Wild Onion Brewing Company     Lake Barrington    IL
## 2365          Wild Onion Brewing Company     Lake Barrington    IL
## 2366          Wild Onion Brewing Company     Lake Barrington    IL
## 2367          Wild Onion Brewing Company     Lake Barrington    IL
## 2368          Wild Onion Brewing Company     Lake Barrington    IL
## 2369          Wild Onion Brewing Company     Lake Barrington    IL
## 2370          Wild Onion Brewing Company     Lake Barrington    IL
## 2371           Wild Wolf Brewing Company          Nellysford    VA
## 2372           Wild Wolf Brewing Company          Nellysford    VA
## 2373           Wild Wolf Brewing Company          Nellysford    VA
## 2374           Wild Wolf Brewing Company          Nellysford    VA
## 2375            Wildwood Brewing Company        Stevensville    MT
## 2376            Wildwood Brewing Company        Stevensville    MT
## 2377            Wildwood Brewing Company        Stevensville    MT
## 2378          Wind River Brewing Company            Pinedale    WY
## 2379          Wind River Brewing Company            Pinedale    WY
## 2380                     Wingman Brewers              Tacoma    WA
## 2381                     Wingman Brewers              Tacoma    WA
## 2382           Wisconsin Brewing Company              Verona    WI
## 2383           Wisconsin Brewing Company              Verona    WI
## 2384           Wisconsin Brewing Company              Verona    WI
## 2385           Wisconsin Brewing Company              Verona    WI
## 2386            Wiseacre Brewing Company             Memphis    TN
## 2387            Wiseacre Brewing Company             Memphis    TN
## 2388            Wiseacre Brewing Company             Memphis    TN
## 2389         Witch's Hat Brewing Company          South Lyon    MI
## 2390         Witch's Hat Brewing Company          South Lyon    MI
## 2391          Wolf Hills Brewing Company            Abingdon    VA
## 2392     Wolverine State Brewing Company           Ann Arbor    MI
## 2393                Woodchuck Hard Cider          Middlebury    VT
## 2394    Woodstock Inn, Station & Brewery     North Woodstock    NH
## 2395    Woodstock Inn, Station & Brewery     North Woodstock    NH
## 2396                    Wormtown Brewery           Worcester    MA
## 2397              Worthy Brewing Company                Bend    OR
## 2398              Worthy Brewing Company                Bend    OR
## 2399              Worthy Brewing Company                Bend    OR
## 2400              Worthy Brewing Company                Bend    OR
## 2401              Worthy Brewing Company                Bend    OR
## 2402             Wynkoop Brewing Company              Denver    CO
## 2403             Wynkoop Brewing Company              Denver    CO
## 2404             Wynkoop Brewing Company              Denver    CO
## 2405             Wynkoop Brewing Company              Denver    CO
## 2406             Wynkoop Brewing Company              Denver    CO
## 2407             Wynkoop Brewing Company              Denver    CO
## 2408             Wynkoop Brewing Company              Denver    CO
## 2409             Wynkoop Brewing Company              Denver    CO
## 2410             Wynkoop Brewing Company              Denver    CO
# List of US states
us_states <- c(
  "Alabama", "Alaska", "Arizona", "Arkansas", "California", "Colorado", "Connecticut",
  "District of Columbia", "Delaware", "Florida", "Georgia", "Hawaii", "Idaho", "Illinois", "Indiana", "Iowa",
  "Kansas", "Kentucky", "Louisiana", "Maine", "Maryland", "Massachusetts", "Michigan",
  "Minnesota", "Mississippi", "Missouri", "Montana", "Nebraska", "Nevada", "New Hampshire",
  "New Jersey", "New Mexico", "New York", "North Carolina", "North Dakota", "Ohio", "Oklahoma",
  "Oregon", "Pennsylvania", "Rhode Island", "South Carolina", "South Dakota", "Tennessee",
  "Texas", "Utah", "Vermont", "Virginia", "Washington", "West Virginia", "Wisconsin", "Wyoming"
)

# List of US state abbreviations
us_state_abbreviations <- c(
  "AL", "AK", "AZ", "AR", "CA", "CO", "CT", "DC", "DE", "FL", "GA", "HI", "ID", "IL", "IN", "IA",
  "KS", "KY", "LA", "ME", "MD", "MA", "MI", "MN", "MS", "MO", "MT", "NE", "NV", "NH", "NJ",
  "NM", "NY", "NC", "ND", "OH", "OK", "OR", "PA", "RI", "SC", "SD", "TN", "TX", "UT", "VT",
  "VA", "WA", "WV", "WI", "WY"
)

# Create a data frame to store the information
us_states_data <- data.frame(State_Names = us_states, Abbreviation = us_state_abbreviations)

cat("Unique values in 'Abbreviation' column:\n")
## Unique values in 'Abbreviation' column:
unique_abbreviations <- unique(us_states_data$Abbreviation)
unique_abbreviations
##  [1] "AL" "AK" "AZ" "AR" "CA" "CO" "CT" "DC" "DE" "FL" "GA" "HI" "ID" "IL" "IN"
## [16] "IA" "KS" "KY" "LA" "ME" "MD" "MA" "MI" "MN" "MS" "MO" "MT" "NE" "NV" "NH"
## [31] "NJ" "NM" "NY" "NC" "ND" "OH" "OK" "OR" "PA" "RI" "SC" "SD" "TN" "TX" "UT"
## [46] "VT" "VA" "WA" "WV" "WI" "WY"
# Iterate through the 'State' column and remove leading whitespace
for (i in 1:length(merged_data$State)) {
  merged_data$State[i] <- trimws(merged_data$State[i])
}

merged_data2 <- merge(merged_data, us_states_data, by.x = "State", by.y = "Abbreviation", all.x = TRUE) 

# Rename columns to Human readable data.
merged_data2 <- merged_data2 %>%
    rename("Abbr" = "State", "Beer_Name" = "Name.x", "Brewery_Name" = "Name.y", "State" = "State_Names")

# Check the unique values for errors
cat("Unique values in 'State' column:\n")
## Unique values in 'State' column:
unique_states <- unique(merged_data2$State)
unique_states
##  [1] "Alaska"               "Alabama"              "Arkansas"            
##  [4] "Arizona"              "California"           "Colorado"            
##  [7] "Connecticut"          "District of Columbia" "Delaware"            
## [10] "Florida"              "Georgia"              "Hawaii"              
## [13] "Iowa"                 "Idaho"                "Illinois"            
## [16] "Indiana"              "Kansas"               "Kentucky"            
## [19] "Louisiana"            "Massachusetts"        "Maryland"            
## [22] "Maine"                "Michigan"             "Minnesota"           
## [25] "Missouri"             "Mississippi"          "Montana"             
## [28] "North Carolina"       "North Dakota"         "Nebraska"            
## [31] "New Hampshire"        "New Jersey"           "New Mexico"          
## [34] "Nevada"               "New York"             "Ohio"                
## [37] "Oklahoma"             "Oregon"               "Pennsylvania"        
## [40] "Rhode Island"         "South Carolina"       "South Dakota"        
## [43] "Tennessee"            "Texas"                "Utah"                
## [46] "Virginia"             "Vermont"              "Washington"          
## [49] "Wisconsin"            "West Virginia"        "Wyoming"
# # Write the file for hand incorporation of IBU
# WritePath <- "D:/University/SMU/Doing_Data_Science/DDS_repository/Doing-Data-Science/Unit7/Beer_merged2.csv"
# 
# write.csv(merged_data2, file = WritePath, row.names = FALSE)

# Import the new data with additional IBU info
Path3 <- "C:/Users/hp/Desktop/SMU Classes/Doing Data Science/beer_data_updated.csv"
beer_data_updated = read.csv(Path3, header=TRUE)

# replace the old IBU values with the new IBU values
merged_data2$IBU <- beer_data_updated$IBU
merged_data2
##      Abbr                                            Beer_Name Beer_ID   ABV
## 1      AK                            Northern Lights Amber Ale     921 0.050
## 2      AK                                        Pleasure Town    2093 0.063
## 3      AK                               King Street Hefeweizen    1666 0.057
## 4      AK                                            Amber Ale    2436 0.051
## 5      AK                               King Street Blonde Ale    1665 0.049
## 6      AK                                  King Street Pilsner    1706 0.055
## 7      AK                                   Snowshoe White Ale     587 0.048
## 8      AK                                    Pleasure Town IPA    1814 0.063
## 9      AK                                     Kodiak Brown Ale     586 0.050
## 10     AK                                        Alaskan Amber    1920 0.053
## 11     AK                                         Freeride APA    1921 0.053
## 12     AK                      Peninsula Brewers Reserve (PBR)    1187 0.050
## 13     AK                                      Fairweather IPA     648 0.061
## 14     AK                         Twister Creek India Pale Ale     947 0.065
## 15     AK                                  Chugach Session Ale     919 0.048
## 16     AK                           Skilak Scottish Ale (2011)     348 0.058
## 17     AK                                    Single Engine Red     929 0.058
## 18     AK                                      Sockeye Red IPA     434 0.057
## 19     AK                                       Polar Pale Ale     920 0.052
## 20     AK                                  Skilak Scottish Ale    1193 0.058
## 21     AK                                      King Street IPA    1667 0.060
## 22     AK                                           Mother Ale    1159 0.056
## 23     AK                                          Chuli Stout    1213 0.059
## 24     AK                            Urban Wilderness Pale Ale      30 0.049
## 25     AK                                    Sunken Island IPA     349 0.068
## 26     AL                           Truck Stop Honey Brown Ale    1876 0.060
## 27     AL                             Snake Handler Double IPA     312 0.093
## 28     AL                                 Coffee Oatmeal Stout     311 0.060
## 29     AL                                       Monkeynaut IPA     637 0.072
## 30     AL                               Sand Island Lighthouse    1410 0.051
## 31     AL                                Lily Flagg Milk Stout     925 0.050
## 32     AL                                      Good People IPA     309 0.060
## 33     AL                       Good People American Brown Ale     308 0.058
## 34     AL                                   Naked Pig Pale Ale    1875 0.060
## 35     AL                                 Good People Pale Ale    1000 0.056
## 36     AR                                         Arkansas Red    1650 0.052
## 37     AR                                             Core ESB    1336 0.061
## 38     AR                                             Behemoth    2351 0.050
## 39     AR                              Ozark American Pale Ale    1961 0.040
## 40     AR                                   Core Oatmeal Stout    1337 0.057
## 41     AZ                                        I.W.A. (2011)    1329 0.060
## 42     AZ                                       Up River Light     326 0.042
## 43     AZ                                        Sunbru Kölsch    2309 0.052
## 44     AZ                                       Pumpkin Porter    1616 0.051
## 45     AZ                           Dry Heat Hefeweizen (2006)     131 0.055
## 46     AZ                          Full Moon Belgian White Ale     768 0.085
## 47     AZ                                     Desert Magic IPA     625 0.072
## 48     AZ                       Kilt Lifter Scottish-Style Ale    1635 0.060
## 49     AZ                                         Hop Knot IPA     358 0.067
## 50     AZ                                  Epicenter Amber Ale    1073 0.055
## 51     AZ                                    White Water Wheat     477 0.050
## 52     AZ                   Full Moon Belgian White Ale (2007)     132 0.085
## 53     AZ                        Grand Canyon American Pilsner     476 0.052
## 54     AZ                                        Barrio Blanco    2005 0.060
## 55     AZ                                   Lumberyard Red Ale     125 0.058
## 56     AZ                                     Liquid Amber Ale      64    NA
## 57     AZ                                   SunSpot Golden Ale    1934 0.050
## 58     AZ                                   Sex Panther (2014)     852 0.069
## 59     AZ                        Grand Canyon Sunset Amber Ale     143 0.054
## 60     AZ                                            Camelback    2312 0.061
## 61     AZ                                         Big Blue Van    2061 0.058
## 62     AZ                                 Four Peaks Peach Ale    1585 0.042
## 63     AZ                                     Wapiti Amber Ale     327 0.050
## 64     AZ                            Black Iron India Pale Ale     142    NA
## 65     AZ                         Winter Warmer (Vault Series)    2073 0.095
## 66     AZ                                          Noche Dulce    2062 0.071
## 67     AZ                                          Devil’s Ale     850 0.055
## 68     AZ                                        Mr. Pineapple     777 0.050
## 69     AZ                                 Barrio Tucson Blonde    1343 0.045
## 70     AZ                                        Sunbru Kölsch     178 0.052
## 71     AZ                                          Oktoberfest    1995 0.055
## 72     AZ                Kilt Lifter Scottish-Style Ale (2009)     179 0.060
## 73     AZ                                          Sex Panther    2599 0.069
## 74     AZ                                    SanTan HefeWeizen    1072 0.050
## 75     AZ                                        Hop Shock IPA    1071 0.070
## 76     AZ                                        Ponderosa IPA     335    NA
## 77     AZ                                       Lumberyard IPA     355 0.061
## 78     AZ                                     Supermonk I.P.A.    1299 0.065
## 79     AZ                          Count Hopula (Vault Series)    2063 0.091
## 80     AZ                            American Idiot Ale (2012)     764 0.055
## 81     AZ                                   Devil’s Ale (2010)     285 0.055
## 82     AZ                                   Lumberyard Pilsner    1153 0.053
## 83     AZ                                          Knotty Pine    2311 0.054
## 84     AZ                           Epicenter Amber Ale (2010)     124 0.055
## 85     AZ                       Rail Slide Imperial Spiced Ale     839 0.081
## 86     AZ                             SanTan HefeWeizen (2010)     286 0.050
## 87     AZ                                 Hop Shock IPA (2010)     317 0.070
## 88     CA                                          Cortez Gold    2442 0.050
## 89     CA                                      Blacktop Blonde     622 0.050
## 90     CA                                            Pivo Pils    2462 0.053
## 91     CA                               Swami's India Pale Ale    1191 0.068
## 92     CA                                      Blacktop Blonde     362 0.050
## 93     CA                               Get Up Offa That Brown     991 0.055
## 94     CA                                      Cabrillo Kölsch    1034 0.050
## 95     CA                                             Claritas    2662 0.058
## 96     CA                                  Blur India Pale Ale    1302 0.074
## 97     CA                        Hell or High Watermelon Wheat       9 0.049
## 98     CA                                     Blood Orange Wit    2087 0.050
## 99     CA                                    Might As Well IPL    2045 0.072
## 100    CA                               Marooned On Hog Island     976 0.079
## 101    CA                                     Heal the Bay IPA    1399 0.068
## 102    CA                                       805 Blonde Ale    1957 0.047
## 103    CA                                  Saint Archer Blonde    1864 0.048
## 104    CA                                            Even Keel    2105 0.038
## 105    CA                                      Bitter American     876 0.044
## 106    CA                               Golden Road Hefeweizen    1489 0.046
## 107    CA                                         Monk's Blood      11 0.083
## 108    CA                                Brew Free! or Die IPA      10 0.070
## 109    CA                              Black Market Hefeweizen    1897 0.050
## 110    CA                                   Aftermath Pale Ale    1896 0.058
## 111    CA                                            Deception    2412 0.045
## 112    CA                                          Habitus IPA    1346 0.080
## 113    CA                                  Blackmarket Rye IPA    1898 0.075
## 114    CA                                           Summerfest    1295 0.050
## 115    CA                               Ballast Point Pale Ale    1401 0.052
## 116    CA                                    Point the Way IPA    1296 0.059
## 117    CA                                      City of the Sun    2159 0.075
## 118    CA                                         Siamese twin      25 0.085
## 119    CA                               Atom Splitter Pale Ale    1437 0.050
## 120    CA                 Special Edition: Allies Win The War!     531 0.085
## 121    CA                                 Black Bay Milk Stout    1797 0.050
## 122    CA                                                  805    1733 0.047
## 123    CA                                   Manzanita Pale Ale    1670 0.066
## 124    CA                                              Grazias    1351 0.063
## 125    CA                                    Point the Way IPA    1490 0.059
## 126    CA                             Sprocket Pale Ale (2006)    1734 0.050
## 127    CA                                      Rich Man's IIPA     718 0.087
## 128    CA                                            Easy Jack    2569 0.045
## 129    CA                                        Fireside Chat    1024 0.079
## 130    CA                                              FMB 101    1968 0.048
## 131    CA                                      Booming Rollers    2157 0.068
## 132    CA                                  Saison Pamplemousse    1960 0.058
## 133    CA                                             2020 IPA    1777 0.074
## 134    CA                         Brew Free! or Die IPA (2009)     796 0.070
## 135    CA                              Old Chico Crystal Wheat    1338 0.048
## 136    CA                                   Hill 88 Double IPA    1893 0.088
## 137    CA                       Real McCoy Amber Ale (Current)      73 0.045
## 138    CA                         He Said Belgian-Style Tripel    1592 0.082
## 139    CA                                           Hop Crisis     432 0.097
## 140    CA                         Ex Umbris Rye Imperial Stout     904 0.099
## 141    CA                                          Chronic Ale    1457 0.049
## 142    CA                                           Union Jack    2463 0.075
## 143    CA                                        Pilsner Ukiah      98 0.055
## 144    CA                                         TailGate IPA     662 0.050
## 145    CA                                  1881 California Red    1479 0.056
## 146    CA          21st Amendment Watermelon Wheat Beer (2006)     800 0.049
## 147    CA                       El Conquistador Extra Pale Ale    1460 0.048
## 148    CA                           Barney Flats Oatmeal Stout    1221 0.057
## 149    CA                                   Better Weather IPA    1641 0.094
## 150    CA                                        Cali Creamin'    2413 0.052
## 151    CA                                              Torpedo     426 0.072
## 152    CA                           Sprocket Blonde Ale (2006)    1735 0.050
## 153    CA                                              Grazias    2663 0.063
## 154    CA                                     California Lager    2103 0.049
## 155    CA                          Monkey Paw Oatmeal Pale Ale     717 0.058
## 156    CA                                Saint Archer Pale Ale    1865 0.052
## 157    CA                                   Jacaranada Rye IPA    1772 0.067
## 158    CA                                          Sculpin IPA    1018 0.070
## 159    CA                                          Mission IPA    2441 0.068
## 160    CA                                            Mo's Gose    1172 0.052
## 161    CA                                 Wolf Among Weeds IPA    1698 0.080
## 162    CA                        Golden Road Hefeweizen (2012)     548 0.046
## 163    CA                                        Manzanita IPA    1673 0.080
## 164    CA                                     Saint Archer IPA    1867 0.068
## 165    CA                          He Said Baltic-Style Porter    1593 0.082
## 166    CA                                        Lower De Boom    1036 0.099
## 167    CA                               Bitter American (2011)     353 0.044
## 168    CA                                 Fireside Chat (2010)     321 0.079
## 169    CA                                    Blood Orange Gose    2291 0.042
## 170    CA                                         TailGate IPA     663 0.050
## 171    CA                               Boont Amber Ale (2011)      78 0.058
## 172    CA                 Hell or High Watermelon Wheat (2009)     802 0.049
## 173    CA                                             Groupe G    1895 0.076
## 174    CA                                      Boont Amber Ale    1326 0.058
## 175    CA                            21st Amendment IPA (2006)     799 0.070
## 176    CA                               El Steinber Dark Lager    1217 0.055
## 177    CA                               Baby Daddy Session IPA    2486 0.047
## 178    CA                                            Westfalia    2660 0.056
## 179    CA                               Boont Amber Ale (2010)     811 0.058
## 180    CA                                        Baltic Porter     346 0.078
## 181    CA                                         Summer Wheat    2577 0.045
## 182    CA                                        Back in Black     173 0.068
## 183    CA                                    Brotherhood Steam    2102 0.056
## 184    CA                                     Weiss Weiss Baby    2591 0.045
## 185    CA                                  TailGate Hefeweizen     623 0.049
## 186    CA                                       CAPT Black IPA    1478 0.073
## 187    CA                                  TailGate Hefeweizen     361 0.049
## 188    CA                                         Orange Wheat    1016 0.046
## 189    CA                               Hangar 24 Helles Lager    1015 0.043
## 190    CA                                 Golden Trout Pilsner      74 0.042
## 191    CA                                             Jucundus    2666 0.060
## 192    CA                                       PONTO S.I.P.A.    1589 0.045
## 193    CA                                   Grapefruit Sculpin    2593 0.070
## 194    CA                                          Casinos IPA    1362 0.070
## 195    CA                                         Double Trunk    1561 0.099
## 196    CA                                      TailGate Saison    1164 0.050
## 197    CA                                Hop Ottin' IPA (2011)     367 0.070
## 198    CA                                        Longfin Lager    1019 0.046
## 199    CA                                               Oneida    2156 0.052
## 200    CA                              Burning Bush Smoked IPA     750 0.080
## 201    CA                                              Aurora     2154 0.067
## 202    CA                          Wolf Among Weeds IPA (2012)     749 0.080
## 203    CA                                             Lomaland    1495 0.055
## 204    CA                                  Sweet Georgia Brown     719 0.054
## 205    CA                                        Blazing World    1492 0.065
## 206    CA                                      Dread Brown Ale    1683 0.054
## 207    CA                                              Habitus    2664 0.080
## 208    CA                            Dodgy Knight Imperial IPA    1229 0.080
## 209    CA                                South Bay Session IPA    2034 0.050
## 210    CA                                      Grandma's Pecan    1562 0.069
## 211    CA                            Pit Stop Chocolate Porter    1237 0.037
## 212    CA                                        Czech Yo Self    2590 0.055
## 213    CA                 Hell or High Watermelon Wheat (2009)     801 0.049
## 214    CA                                          Yonder Bock    1919 0.060
## 215    CA                                       Hop Ottin' IPA    1327 0.070
## 216    CA                         Brew Free! or Die IPA (2008)     797 0.070
## 217    CA                              Pt. Bonita Rustic Lager    1894 0.062
## 218    CA                                           Giant DIPA    2002 0.089
## 219    CA                        Mucho Aloha Hawaiian Pale Ale     668 0.056
## 220    CA                                 Riverwalk Blonde Ale    1672 0.060
## 221    CA                                                  IPA    2578 0.065
## 222    CA                 Summer Solstice Cerveza Crema (2009)     753 0.056
## 223    CA                               Sierra Nevada Pale Ale     400 0.056
## 224    CA                                      Winter Solstice     523 0.069
## 225    CA                                     Deadicated Amber     924 0.054
## 226    CA                               Summer Solstice (2011)      77 0.056
## 227    CA                    Ruhstaller's Gilt Edge Lager Beer    1370 0.048
## 228    CA                                       CAPT Black IPA     883 0.073
## 229    CA                       High Country Pilsner (Current)     511 0.042
## 230    CA                                             Epic IPA      75 0.065
## 231    CA                               Shipwrecked Double IPA    1459 0.092
## 232    CA                                          Black House    1493 0.058
## 233    CA                                                Solis    2667 0.075
## 234    CA                               Saint Archer White Ale    1868 0.050
## 235    CA                                          Liberty Ale    2592 0.059
## 236    CA                              Terrace Hill Double IPA    1647 0.095
## 237    CA                                             Catch 23    1646 0.075
## 238    CA                                  Keebarlin' Pale Ale    1818 0.042
## 239    CA                                         Fall Hornin'    1563 0.060
## 240    CA                           Barney Flats Oatmeal Stout    1520 0.057
## 241    CA                                              Torpedo    2239 0.072
## 242    CA                                      Summer Solstice    1350 0.056
## 243    CA                                            Surfrider    2594 0.052
## 244    CA                                  Gillespie Brown Ale    1671 0.095
## 245    CA                                      Bacon Brown Ale     543 0.068
## 246    CA                                   Chaotic Double IPA    1674 0.099
## 247    CA                                        Lucky Day IPA    1648 0.072
## 248    CA                                   CANfusion Rye Bock    1918 0.060
## 249    CA               the Kimmie, the Yink and the Holy Gose    1738 0.048
## 250    CA                    Barney Flats Oatmeal Stout (2012)     572 0.057
## 251    CA                                             Villager    2658 0.063
## 252    CA                                       Kolschtal Eddy    2035 0.055
## 253    CA                                                 Park    2661 0.047
## 254    CA                         Poleeko Gold Pale Ale (2009)      76 0.055
## 255    CA                      Kaleidoscope Collaboration 2012     731    NA
## 256    CA                                                  KSA    2659 0.046
## 257    CA                              1881 California Red Ale     882 0.056
## 258    CA                                    Fortunate Islands    1494 0.047
## 259    CA                                       Habitus (2014)    2668 0.080
## 260    CA                               Big Eye India Pale Ale    1400 0.070
## 261    CA                                             Chai Ale    1649 0.051
## 262    CA                                     Golden State Ale     347 0.064
## 263    CA                                               Nooner    2474 0.052
## 264    CA                             Point the Way IPA (2012)     549 0.059
## 265    CA                                 Full Boar Scotch Ale     647 0.074
## 266    CA                      Back in the Saddle Rye Pale Ale    1047 0.037
## 267    CA                               Sierra Nevada Pale Ale    1905 0.056
## 268    CA                        Pace Setter Belgian Style Wit    1236 0.037
## 269    CA                          California Sunshine Rye IPA     730 0.071
## 270    CA                                          Scotty K NA     606 0.001
## 271    CO                                         Miner's Gold     709 0.050
## 272    CO                                      Modus Hoperandi      67 0.068
## 273    CO                                         Vienna Lager     708 0.046
## 274    CO                                  Devils Head Red Ale    1518 0.073
## 275    CO                                    The Power of Zeus    2294 0.070
## 276    CO                                         Leroy (2005)     734 0.052
## 277    CO                                      Dale's Pale Ale     955 0.065
## 278    CO                              Ryeteous Rye IPA (2012)     636 0.070
## 279    CO                               Dale's Pale Ale (2006)     744 0.065
## 280    CO                                     SummerBright Ale     397 0.045
## 281    CO                                  American Red Porter    1849 0.071
## 282    CO                                         Ice Pick Ale     160 0.068
## 283    CO                                       Mexican Logger     386 0.042
## 284    CO                  Green Bullet Organic India Pale Ale    1322 0.070
## 285    CO                                      Old Chub (2004)     786 0.080
## 286    CO                      Elevation Triple India Pale Ale    1006 0.099
## 287    CO                                      Old Chub (2008)     787 0.080
## 288    CO                               Dale's Pale Ale (2002)     741 0.065
## 289    CO                               Dale's Pale Ale (2008)     745 0.065
## 290    CO                                        Beaver Logger    1383 0.052
## 291    CO                               Ghose Drifter Pale Ale    1720 0.051
## 292    CO                        Psycho Penguin Vanilla Porter    2333 0.054
## 293    CO                                          Lucky U IPA     193 0.062
## 294    CO                                       Boohai Red Ale     940    NA
## 295    CO                                      Colorado Kölsch      92 0.049
## 296    CO                                          Agave Wheat    1522 0.042
## 297    CO                                     On-On Ale (2008)     735 0.052
## 298    CO                                   Perpetual Darkness    2335 0.092
## 299    CO                                 Yeti  Imperial Stout    2644 0.095
## 300    CO                               American India Red Ale    1850 0.071
## 301    CO                              Heliocentric Hefeweizen    1721 0.047
## 302    CO                                   Demshitz Brown Ale     996 0.058
## 303    CO                                      ESB Special Ale      68 0.057
## 304    CO                    15th Anniversary Abbey Ale (2012)     720 0.090
## 305    CO                                         Old Town Ale     696 0.045
## 306    CO                                     Colorado Red Ale     220 0.062
## 307    CO                                      Taster's Choice    1708 0.074
## 308    CO                                            Consilium    2414 0.050
## 309    CO                       Ten Fidy Imperial Stout (2008)     804 0.095
## 310    CO                                             Snapshot    1707 0.052
## 311    CO                                     Redacted Rye IPA    1176 0.070
## 312    CO                                            Hoppy Boy     641 0.062
## 313    CO                                   Steam Engine Lager      91 0.057
## 314    CO                                      Old Chub (2003)     785 0.080
## 315    CO                                   Dry Dock Amber Ale     871 0.058
## 316    CO                               Dale's Pale Ale (2004)     743 0.065
## 317    CO                                      True Blonde Ale      70 0.053
## 318    CO                             Bridal Veil Rye Pale Ale     589 0.055
## 319    CO                                          Tempter IPA     827 0.064
## 320    CO                                         Miner's Gold     219    NA
## 321    CO                                      Colorado Native    1165 0.055
## 322    CO                                          Boater Beer     680 0.045
## 323    CO                                Sudice American Stout    1455 0.070
## 324    CO                               Dale's Pale Ale (2011)     755 0.065
## 325    CO                        Parcae Belgian Style Pale Ale    1454 0.050
## 326    CO                               Colorado Native (2011)     431 0.055
## 327    CO                              Hibernal Vinifera Stout    1013 0.080
## 328    CO                                            Titan IPA    2642 0.071
## 329    CO                           Lil' Brainless Raspberries    2477 0.052
## 330    CO                                        Avalanche Ale      83 0.054
## 331    CO                                      Jessie's Garage     706 0.056
## 332    CO                               River Runners Pale Ale    1110 0.060
## 333    CO                                  Stimulator Pale Ale     697 0.053
## 334    CO                       Mountain Fairy Raspberry Wheat     911 0.055
## 335    CO                                       Bear Ass Brown     212 0.042
## 336    CO                                     Red Mountain Ale     161 0.060
## 337    CO                                   Dolores River Mild     446    NA
## 338    CO                                         Clan Warrior    2334 0.087
## 339    CO                               Dale's Pale Ale (2010)     754 0.065
## 340    CO                                    G'KNIGHT (16 oz.)     726 0.087
## 341    CO                                  Sunshine Wheat Beer    1690 0.048
## 342    CO                                                 Raja    2589 0.080
## 343    CO                          Ghost Rider Pale Ale (2013)    1431 0.051
## 344    CO                                  Upslope Craft Lager     444 0.048
## 345    CO                             Helios Hefeweizen (2013)    1430 0.047
## 346    CO Lee Hill Series Vol. 5 - Belgian Style Quadrupel Ale    2565 0.128
## 347    CO                                      Cache La Porter     694 0.050
## 348    CO                       Ten Fidy Imperial Stout (2007)     803 0.099
## 349    CO                                    Ellie’s Brown Ale     106 0.055
## 350    CO                                    Rudie Session IPA    1942 0.045
## 351    CO                               Dale's Pale Ale (2012)     828 0.065
## 352    CO                               Black Raspberry Nectar    1373 0.080
## 353    CO                                      Hammer & Sickle    1581 0.090
## 354    CO                             Mountain Livin' Pale Ale     613 0.060
## 355    CO                             Crazy Mountain Amber Ale     356 0.052
## 356    CO                                     Stout Ol' Friend    1538 0.064
## 357    CO                               Dale's Pale Ale (2003)     742 0.065
## 358    CO                                     Crank Yanker IPA    1382 0.078
## 359    CO                Dale's Pale Ale (10 Year Anniversary)     892 0.065
## 360    CO                                   Gordon Beer (2006)     733 0.087
## 361    CO       Moe's Original Bar B Que 'Bama Brew Golden Ale    1500 0.047
## 362    CO                      Screaming Eagle Special Ale ESB    1360 0.048
## 363    CO                                     1554 Black Lager    1978 0.056
## 364    CO                              Dolores River Dry Stout     447    NA
## 365    CO                                                Lasso    2645 0.050
## 366    CO                                     Kindler Pale Ale    1183 0.053
## 367    CO                                  Estival Cream Stout    1297 0.058
## 368    CO                                  Vernal Minthe Stout    1192 0.058
## 369    CO                                  Autumnal Molé Stout     774    NA
## 370    CO                                     Local 5 Pale Ale    1636 0.056
## 371    CO                                           Element 29    2008 0.052
## 372    CO                                    Pumpkin Patch Ale    1590 0.050
## 373    CO                              Dirty Hippie Dark Wheat     927 0.053
## 374    CO                                               Car 21     695 0.044
## 375    CO                                       The Golden One    2295 0.063
## 376    CO                                        Gordon (2005)     805 0.092
## 377    CO                                         IPA & a Half    1856 0.073
## 378    CO                                           Ranger IPA    2230 0.065
## 379    CO                                          Blue Paddle    1975 0.048
## 380    CO                                     California Route    1737 0.055
## 381    CO                               Upslope India Pale Ale      79 0.072
## 382    CO                                                Chaka     661 0.080
## 383    CO                                     Colorado Red Ale    1847 0.066
## 384    CO                                      River North Ale    1179 0.050
## 385    CO                                       Little Red Cap    2339 0.063
## 386    CO                                   Escape to Colorado    2003 0.062
## 387    CO                                 Pink-I Raspberry IPA    1517 0.068
## 388    CO                       WinterWonderGrass Festival Ale    1163    NA
## 389    CO                             Pumpkin Patch Ale (2012)    1014 0.050
## 390    CO                                     Upslope Pale Ale      80 0.058
## 391    CO                                 All American Red Ale    1218 0.050
## 392    CO                                      Sunshine Nectar    1374 0.080
## 393    CO                       Third Eye Enlightened Pale Ale    2386 0.065
## 394    CO                                      Hop Abomination     881 0.066
## 395    CO                           5:00 O'Clock Afternoon Ale    1005 0.050
## 396    CO                                  Dry Dock Hefeweizen     872 0.043
## 397    CO                              Stout Ol' Friend (2012)    1075 0.064
## 398    CO                                           Rye Porter     710    NA
## 399    CO                                 Pinner Throwback IPA    2302 0.049
## 400    CO                                   Brush Creek Blonde     798 0.048
## 401    CO                                         The CROWLER™    1796    NA
## 402    CO                           Firestarter India Pale Ale     633 0.066
## 403    CO                                 Avery India Pale Ale     107 0.063
## 404    CO                                Live Local Golden Ale    1421 0.047
## 405    CO                            Ornery Amber Lager (2003)     736 0.055
## 406    CO                                 This Season's Blonde     597 0.056
## 407    CO                                Mistress Winter Wheat    1023 0.064
## 408    CO                                              Colette    2643 0.073
## 409    CO                                    Awry Rye Pale Ale     997 0.058
## 410    CO                                    oSKAr the G'Rauch     992 0.085
## 411    CO                                       Summertime Ale     681 0.052
## 412    CO                                  Face Down Brown Ale     973 0.057
## 413    CO                                    Euphoria Pale Ale      69 0.061
## 414    CO                                           Rustic Red    1268 0.052
## 415    CO                                 Snowcat Coffee Stout    1689 0.059
## 416    CO                                 CAN'D AID Foundation    1790    NA
## 417    CO                                      Dale's Pale Ale       1 0.065
## 418    CO                               Dolores River Pale Ale     448    NA
## 419    CO                                                Shift    1987 0.050
## 420    CO                           Gordon Imperial Red (2010)     806 0.087
## 421    CO                                        Lava Lake Wit     685 0.052
## 422    CO                              Laimas Kölsch Style Ale    1452 0.050
## 423    CO                      HGH (Home Grown Hops): Part Duh     585 0.080
## 424    CO                                  American Red Saison    1848 0.078
## 425    CO                                   Sanitas Saison Ale    1392 0.058
## 426    CO                                    Sanitas Black IPA    1391 0.068
## 427    CO     Lee Hill Series Vol. 4 - Manhattan Style Rye Ale    2564 0.104
## 428    CO                                       Old Chub NITRO    1859 0.080
## 429    CO                                            Slow Ride    2475 0.045
## 430    CO                         Morning Wood Wheat (Current)     130 0.059
## 431    CO                Denver Pale Ale (Artist Series No. 1)    2650 0.050
## 432    CO                              All American Blonde Ale    1219 0.050
## 433    CO                            Fat Tire Amber Ale (2008)      71 0.052
## 434    CO                                      Dale's Pale Ale    1444 0.065
## 435    CO                                      Modus Hoperandi    1521 0.068
## 436    CO                                Moirai India Pale Ale    1451 0.070
## 437    CO                                   Third Eye Pale Ale      90 0.065
## 438    CO                                   Deviant Dale's IPA     565 0.080
## 439    CO                                        Perzik Saison    2546 0.064
## 440    CO                              Hula Hoppie Session IPA    1684 0.048
## 441    CO                                    Upslope Brown Ale     345 0.067
## 442    CO                                             Old Soul    2355 0.075
## 443    CO                                         White Rascal     108 0.056
## 444    CO                             Mama's Little Yella Pils       7 0.053
## 445    CO                                            Icey.P.A.    1752    NA
## 446    CO                                       Dirtbag Dunkel    1184 0.049
## 447    CO                         Snaggletooth Double Pale Ale     449    NA
## 448    CO                              Crank Yanker IPA (2011)     395 0.078
## 449    CO                             Mama's Little Yella Pils    1167 0.053
## 450    CO                                    oSKAr the G'Rauch     993 0.085
## 451    CO                                Graham Cracker Porter    1943 0.050
## 452    CO                             Tent Pole Vanilla Porter     998 0.061
## 453    CO                                            The Deuce     933 0.070
## 454    CO                              Kilt Dropper Scotch Ale    1727 0.075
## 455    CO                            Centennial State Pale Ale    1883 0.052
## 456    CO                                Wood Splitter Pilsner    1614 0.048
## 457    CO                           Pallavicini Pilsner (2009)     188 0.058
## 458    CO                                    Dolores River ESB     450    NA
## 459    CO                                   Nectar of the Hops    1375 0.080
## 460    CO                                        One Nut Brown    1751 0.050
## 461    CO                           Sunshine Wheat Beer (2009)      72 0.048
## 462    CO                                      Dale's Pale Ale    1252 0.065
## 463    CO                           Firestarter India Pale Ale    2422 0.066
## 464    CO                                       Apricot Blonde     880 0.051
## 465    CO                                           Aprè Shred    2104 0.081
## 466    CO                                South Ridge Amber Ale    1057 0.060
## 467    CO                                    Elephant Rock IPA    1384 0.070
## 468    CO                                  Neomexicanus Native    2538 0.060
## 469    CO                                    Gordon Ale (2009)       4 0.087
## 470    CO                               Hazed & Infused (2010)      81 0.049
## 471    CO                             Slow & Steady Golden Ale    1548 0.047
## 472    CO       Lee Hill Series Vol. 1 - Barrel Aged Brown Ale    2561 0.076
## 473    CO                                 Ranger IPA (Current)     115 0.065
## 474    CO                                  Blood Orange Saison    2560 0.060
## 475    CO                                            Birth IPA    1750    NA
## 476    CO                                Independence Pass Ale     596 0.070
## 477    CO                                 Rail Yard Ale (2009)      84 0.052
## 478    CO                                 Incredible Pedal IPA    1944 0.070
## 479    CO                                       Peach Pale Ale    2434 0.057
## 480    CO                                         Hop Syndrome    2004 0.050
## 481    CO                         Wood Splitter Pilsner (2012)     931 0.048
## 482    CO                               Crabtree Oatmeal Stout     659 0.075
## 483    CO                         Morning Wood Wheat (Current)    2360 0.059
## 484    CO                                      Hoopla Pale Ale     808 0.057
## 485    CO                             Dolores River Hefeweizen     524    NA
## 486    CO  Lee Hill Series Vol. 3 - Barrel Aged Imperial Stout    2562 0.099
## 487    CO                                   Patty's Chile Beer    1345 0.042
## 488    CO                                  Wynkoop Pumpkin Ale    1045 0.055
## 489    CO                                             Orabelle    2646 0.083
## 490    CO                   Ferus Fluxus Wild Belgian Pale Ale    1853 0.075
## 491    CO                                     Norns Roggenbier    1453 0.050
## 492    CO                                  Upslope Pumpkin Ale     906 0.077
## 493    CO                                    Eclipse Black IPA     556 0.077
## 494    CO                   Top Rope Mexican-style Craft Lager     466 0.048
## 495    CO                                      B3K Black Lager     620 0.055
## 496    CO                                   Trigger Blonde Ale     716 0.048
## 497    CO                               Over the Rail Pale Ale     711 0.057
## 498    CO                 Lee Hill Series Vol. 2 - Wild Saison    2563 0.068
## 499    CO                                   Fat Tire Amber Ale     563 0.052
## 500    CO                                                Shift     578 0.050
## 501    CO                                               Rumble    2647 0.071
## 502    CO                                 Thai Style White IPA    1932 0.065
## 503    CO                          Rocky Mountain Oyster Stout    1035 0.075
## 504    CO                      Upslope Imperial India Pale Ale    1315 0.099
## 505    CO                              Ten Fidy Imperial Stout       8 0.099
## 506    CO                          Upslope Foreign Style Stout     614 0.069
## 507    CO                                             Dank IPA    1224 0.065
## 508    CO                                River North White Ale    1180 0.050
## 509    CO                                       One Hit Wonder     391 0.090
## 510    CO                 Avery Joe’s Premium American Pilsner     146 0.047
## 511    CO                                           Ranger IPA     564 0.065
## 512    CO                                      Dead Eye Dunkel    1462 0.060
## 513    CO                          Farmer Wirtz India Pale Ale    1549 0.070
## 514    CO                                           Whitewater    2648 0.061
## 515    CO                            Colorojo Imperial Red Ale    1316 0.082
## 516    CO                                         Gyptoberfest    1613 0.056
## 517    CO                                  Silverback Pale Ale     145 0.055
## 518    CO               West Portal Colorado Common Summer Ale    1422 0.041
## 519    CO                                   Hemlock Double IPA    1762 0.095
## 520    CO                       Upslope Belgian Style Pale Ale     683 0.075
## 521    CO                                     Disconnected Red    1067 0.067
## 522    CO                                    G'KNIGHT (12 oz.)     388 0.087
## 523    CO                                      Dank IPA (2012)     964 0.065
## 524    CO                                       Hideout Helles    1463 0.069
## 525    CO                                   Fat Tire Amber Ale    1586 0.052
## 526    CO                                      Hazed & Infused    1395 0.049
## 527    CO                                   Peacemaker Pilsner    1461 0.058
## 528    CO                                Upslope Christmas Ale     907 0.082
## 529    CO                                   GUBNA Imperial IPA       6 0.099
## 530    CO                                        Rail Yard Ale     807 0.052
## 531    CO                                            Belgorado     928 0.067
## 532    CO                            Fat Tire Amber Ale (2011)     748 0.052
## 533    CO                                      Hibernation Ale    2649 0.087
## 534    CO                                             Old Chub       5 0.080
## 535    CO                                            Shift (1)     952 0.050
## 536    CT                                          Sea Hag IPA     885 0.062
## 537    CT                      668 Neighbor of the Beast12 oz.     568 0.090
## 538    CT                                       Watermelon Ale    2421 0.051
## 539    CT                                   Misty Mountain IPA    1132 0.070
## 540    CT                            Atlantic Amber Ale (2004)     757 0.050
## 541    CT                Gandhi-Bot Double IPA (16 oz.) (2010)      42 0.088
## 542    CT                                        Back East Ale    1131 0.050
## 543    CT                                 Back East Golden Ale    1426 0.049
## 544    CT                                              Pursuit    2026 0.070
## 545    CT                                Sea Hag IPA (Current)      39 0.062
## 546    CT                                  Workers Comp Saison    1170 0.048
## 547    CT                                     Elm City Pilsner     884 0.050
## 548    CT                                 No Limits Hefeweizen    1285 0.050
## 549    CT                                        Black Hop IPA    2368 0.068
## 550    CT                                     Ol' Factory Pils    1169 0.050
## 551    CT                                     Back East Porter    1483 0.060
## 552    CT                                      Broad Brook Ale    2456 0.061
## 553    CT                                 Half Full Bright Ale    1361 0.052
## 554    CT                       Gandhi-Bot Double IPA (12 oz.)     320 0.088
## 555    CT                             Honeyspot Road White IPA    1189 0.060
## 556    CT            668 Neighbor of the Beast (16 oz.) (2010)      43 0.090
## 557    CT                                  Weiss Trash Culture    1417 0.034
## 558    CT                                        Palate Mallet    2058 0.086
## 559    CT                                Elm City Lager (2007)      41 0.050
## 560    CT                                Chester's Beer (2005)     737 0.038
## 561    CT                               Road 2 Ruin Double IPA    1171 0.072
## 562    CT                            Atlantic Amber Ale (2007)      40 0.050
## 563    DC                                  Penn Quarter Porter    1092 0.055
## 564    DC                           On the Wings of Armageddon     851 0.092
## 565    DC                                        The Tradition    1809 0.050
## 566    DC                                    Stone of Arbroath    2078 0.080
## 567    DC                                           The Public     184 0.060
## 568    DC                                       The Corruption     186 0.065
## 569    DC                                          The Citizen     185 0.070
## 570    DC                                       El Hefe Speaks    1263 0.053
## 571    DE                                     Appreciation Ale    1784    NA
## 572    DE                                  Greenville Pale Ale     433 0.055
## 573    FL                                     Maduro Brown Ale     571 0.055
## 574    FL                                    Invasion Pale Ale    1139 0.050
## 575    FL                        Humidor Series India Pale Ale    1142 0.075
## 576    FL                                     Tocobaga Red Ale     569 0.072
## 577    FL                                 Pablo Beach Pale Ale    1106 0.050
## 578    FL                                     Maduro Brown Ale    1138 0.055
## 579    FL                                    People's Pale Ale     553 0.053
## 580    FL                                            Gwar Beer    1369 0.055
## 581    FL                                    Tropical Heatwave    1243 0.052
## 582    FL                                         Beach Blonde    2518 0.050
## 583    FL                                    Wandering Pelican    2013 0.082
## 584    FL                                  Operation Homefront    2014 0.062
## 585    FL                                           Sugar Plum    2012 0.055
## 586    FL                                         Bimini Twist    2519 0.070
## 587    FL                                       Category 3 IPA    1685 0.061
## 588    FL                               Orange Grove Wheat Ale    1095    NA
## 589    FL                    Hopped on the High Seas (Ahtanum)    1692 0.070
## 590    FL                      Hopped on the High Seas (Citra)    1693 0.070
## 591    FL                                      Mad Manatee IPA    1569 0.065
## 592    FL                                            Wavemaker    2095 0.058
## 593    FL                                       The Gilded Age    2037 0.045
## 594    FL                                       Miami Vice IPA    1506 0.071
## 595    FL                          Florida Cracker Belgian Wit     545 0.050
## 596    FL                                         Jai Alai IPA     546 0.075
## 597    FL                                           Wild Night    1238 0.059
## 598    FL                                         Midnight Oil    1239 0.050
## 599    FL                           José Martí American Porter    1140 0.080
## 600    FL                       Jai Alai IPA Aged on White Oak    1141 0.075
## 601    FL                           Duke's Cold Nose Brown Ale    1188 0.060
## 602    FL      Dry-Hopped On The High Seas Caribbean-Style IPA    1694 0.070
## 603    FL                                 Rollin Dirty Red Ale    1800 0.050
## 604    FL                                       Tampa Pale Ale    1096    NA
## 605    FL                                Old Elephant Foot IPA     544 0.070
## 606    FL                                           Shark Bait    1508 0.053
## 607    FL                                 Jon Boat Coastal Ale     559 0.045
## 608    FL                             Hotter Than Helles Lager     570 0.050
## 609    FL                                         Cotton Mouth    1241 0.050
## 610    FL                                       Rod Bender Red    2517 0.059
## 611    FL                               Stump Knocker Pale Ale    1240 0.056
## 612    FL                          Nut Sack Imperial Brown Ale    1107 0.070
## 613    FL                               Killer Whale Cream Ale    1568 0.055
## 614    FL                    Hopped on the High Seas (Calypso)    1725 0.070
## 615    FL                                        Last Stop IPA    1801 0.072
## 616    FL                       Wiregrass Post-Prohibition Ale    1695 0.063
## 617    FL                                            Arcus IPA    2096 0.069
## 618    FL                                          Oktoberfest    2011 0.055
## 619    FL                                 Are Wheat There Yet?    1799 0.055
## 620    FL                                      Cubano Espresso    2349 0.055
## 621    FL                                 Gator Tail Brown Ale    1507 0.053
## 622    FL                                  You're My Boy, Blue    1802 0.050
## 623    FL                                  Big Rod Coconut Ale    1325 0.053
## 624    FL                                             I-10 IPA     558 0.068
## 625    FL                                Puppy's Breath Porter    2010 0.060
## 626    FL                                   Wolfman's Berliner    1583 0.038
## 627    FL                   Hopped on the High Seas (Hop #529)    1726 0.070
## 628    FL                                        Happening Now    2009 0.045
## 629    FL                                          Loafin Bräu     936 0.055
## 630    FL                                             Big Nose    1242 0.073
## 631    GA                                        RecreationAle    1082 0.047
## 632    GA                                             Atalanta    2112 0.053
## 633    GA                                           Tropicalia    2029 0.065
## 634    GA                                   420 Extra Pale Ale    1709 0.054
## 635    GA                                       Long Day Lager     715 0.049
## 636    GA                                          Gangway IPA     938 0.062
## 637    GA                                            Lyric Ale    2113 0.065
## 638    GA                                          Waterkeeper    2551 0.057
## 639    GA                                               Athena    2028 0.045
## 640    GA                                   Macon Progress Ale    1475 0.050
## 641    GA                                    Macon History Ale    1008 0.055
## 642    GA                                       SweetWater IPA    1710 0.064
## 643    GA                                        Take Two Pils    2568 0.055
## 644    GA                                  Tybee Island Blonde    1407 0.047
## 645    GA                                   Savannah Brown Ale    1406 0.062
## 646    GA                                  Watership Brown Ale    1021 0.072
## 647    HI                               Longboard Island Lager    1220 0.046
## 648    HI                                          Tsunami IPA    2185 0.072
## 649    HI                               Longboard Island Lager    1274 0.046
## 650    HI                               Longboard Island Lager    1070 0.046
## 651    HI                                       Southern Cross    2179 0.083
## 652    HI                               Longboard Island Lager     590 0.046
## 653    HI                                        Big Swell IPA      31 0.062
## 654    HI                                       CoCoNut Porter      32 0.057
## 655    HI                                      Flyin' HI.P.Hay     435 0.068
## 656    HI                                    Lemongrass Saison    1271 0.050
## 657    HI                                    Kaua'i Golden Ale    2183 0.049
## 658    HI                                         Sunset Amber    2182 0.054
## 659    HI                                  Bikini Blonde Lager      33 0.045
## 660    HI                                       Aloha B’ak’tun     713 0.070
## 661    HI                                          Tsunami IPA    2186 0.072
## 662    HI                                   Lahaina Town Brown    1578 0.051
## 663    HI                                  Humpback Blonde Ale    2184 0.042
## 664    HI                                           Mana Wheat     313 0.055
## 665    HI                                       Hapa Brown Ale    2181 0.064
## 666    HI                                     Pau Hana Pilsner    1429 0.055
## 667    HI                                 Hawaiian Crow Porter    2178 0.052
## 668    HI                                    Liquid Breadfruit     712 0.082
## 669    HI                                   Mauna Kea Pale Ale    2176 0.054
## 670    HI                                       Hapa Brown Ale    2180 0.064
## 671    HI                                     La Perouse White     547 0.050
## 672    HI                                      Volcano Red Ale    2177 0.052
## 673    HI                               Sobrehumano Palena'ole     690 0.060
## 674    IA                            Capital Gold Golden Lager     969 0.048
## 675    IA                                       Sucha Much IPA    2163 0.071
## 676    IA                        Farmer John's Multi-Grain Ale     968 0.056
## 677    IA                                   Roller Dam Red Ale     864 0.054
## 678    IA                                       Des Moines IPA     970 0.068
## 679    IA                           The Hole in Hadrian's Wall    1059 0.095
## 680    IA                                  33 Select Brown Ale    1058 0.065
## 681    IA                        Winter Games Select #32 Stout     601 0.057
## 682    IA                           Dirty Blonde Chocolate Ale    1275 0.048
## 683    IA                                      Aaah Bock Lager    1028 0.060
## 684    IA                        Lewbricator Wheat Dopplebock     2162 0.075
## 685    IA                               Great River Golden Ale    1446 0.048
## 686    IA                                   Boji Blue Pale Ale     602 0.050
## 687    IA                                         Dos Pistolas    1244 0.048
## 688    IA                          Midwest Charm Farmhouse Ale     603 0.060
## 689    IA                                   Barrel Aged Farmer    1574 0.070
## 690    IA                                          Oktoberfest     539 0.059
## 691    IA                            Owney Irish Style Red Ale    1064 0.050
## 692    IA                                        Redband Stout     371 0.060
## 693    IA     40th Annual Bix Street Fest Copper Ale (Current)     517 0.048
## 694    IA                                         Big Cock IPA     540 0.070
## 695    IA                                     Side Kick Kölsch    1087 0.050
## 696    IA                                  483 Pale Ale (2010)     190 0.053
## 697    IA                                       Widespread Wit     865 0.055
## 698    IA                                  Chickawawa Lemonale    1604 0.050
## 699    IA                                     Farmer Brown Ale     655 0.070
## 700    IA                            Roller Dam Red Ale (2010)     189 0.054
## 701    IA               Hop A Potamus Double Dark Rye Pale Ale     672 0.090
## 702    IA                            Boji Beach Golden Rye Ale     600 0.050
## 703    IA                                         483 Pale Ale     863 0.053
## 704    ID                                           Winterfest     995 0.084
## 705    ID                                        Mutton Buster     775 0.055
## 706    ID                         Initial Point India Pale Ale    1609 0.071
## 707    ID                                  Hell-Diver Pale Ale    1151 0.052
## 708    ID                               Laughing Dog Cream Ale    2108 0.050
## 709    ID                                        Galena Golden    1152 0.043
## 710    ID                                   Power House Porter    1076 0.057
## 711    ID                                     Payette Pale Ale     890 0.048
## 712    ID                                    Woolybugger Wheat    1150 0.046
## 713    ID                                     Laughing Dog IPA    1396 0.064
## 714    ID                                   Rodeo Rye Pale Ale    1805 0.042
## 715    ID                                        Socktoberfest    1482 0.060
## 716    ID                                     Dagger Falls IPA    1596 0.063
## 717    ID                                    Iron Butt Red Ale    1792 0.058
## 718    ID                                     Dagger Falls IPA     879 0.063
## 719    ID                                    Old Devil's Tooth    1160 0.099
## 720    ID                                     Thanksgiving Ale    1798 0.050
## 721    ID                                     North Fork Lager    1043 0.044
## 722    ID                              Hopnoxious Imperial IPA    1447 0.079
## 723    ID              Barrel Aged Seven Devils Imperial Stout    1425 0.099
## 724    ID                                      Sockeye Maibock    1181 0.064
## 725    ID                                        Two-One Niner    1397 0.048
## 726    ID                                  Rusty Nail Pale Ale    1104 0.056
## 727    ID                                           Outlaw IPA    1048 0.062
## 728    ID                                     Dagger Falls IPA    1595 0.063
## 729    ID                                      3 Picket Porter    1105 0.055
## 730    ID                           Double Dagger Imperial IPA    1655 0.092
## 731    ID                             Aviator Raspberry Blonde    2293 0.049
## 732    ID                     Sockeye Belgian Style Summer Ale    1298 0.050
## 733    ID                            Boise Co-Op Two Score Ale    1424 0.055
## 734    IL                      Monkey Dancing On A Razor Blade    2537 0.085
## 735    IL                           312 Urban Wheat Ale (2012)     581 0.042
## 736    IL                                          Tripel Deke    2536 0.082
## 737    IL                                  Ghost Bike Pale Ale    1820 0.073
## 738    IL                                 Love In An Ellavator    2529 0.075
## 739    IL                                      Greenwood Beach    1982 0.040
## 740    IL                              Mickey Finn's Amber Ale     174 0.056
## 741    IL                               Golden Wing Blonde Ale     350 0.047
## 742    IL                                         Pony Pilsner    1134 0.057
## 743    IL                                               Wobble    2497 0.063
## 744    IL                                              Testudo    1041 0.045
## 745    IL                           Cut Throat Pale Ale (2011)     351 0.055
## 746    IL                                    Here Gose Nothin'    2021 0.050
## 747    IL                                        Freedom Fries    2109 0.055
## 748    IL                                       Vinyl Frontier    2535 0.083
## 749    IL                                           Fat Badger    1633 0.058
## 750    IL                                            Night Cat    2246 0.058
## 751    IL                                          Guest Lager    1448 0.080
## 752    IL                                           Angry Adam    2134 0.060
## 753    IL                                    Strawberry Blonde    2015 0.050
## 754    IL                                          Gatecrasher    1939 0.066
## 755    IL                                  Ball & Chain (2014)    2271 0.058
## 756    IL                              Bitter Biker Double IPA    2206 0.096
## 757    IL                               God Damn Pigeon Porter    2136 0.082
## 758    IL                                           Heyoka IPA    1753 0.070
## 759    IL                                  Gossamer Golden Ale     149 0.042
## 760    IL                                     Night Cat (2014)    1630 0.058
## 761    IL                                            Daft Funk    2530 0.043
## 762    IL                                     Blueberry Blonde    2586 0.060
## 763    IL                                  Cut Throat Pale Ale     809 0.055
## 764    IL                                Hop Slayer Double IPA    1619 0.082
## 765    IL                                  312 Urban Wheat Ale    1829 0.042
## 766    IL                                  312 Urban Wheat Ale    2201 0.042
## 767    IL                                   312 Urban Pale Ale    2202 0.054
## 768    IL                      Akari Shogun American Wheat Ale    1066 0.055
## 769    IL                                         In the Weeds    1632 0.055
## 770    IL                                   Misty Mountain Hop    2533 0.075
## 771    IL                                  Hoperation Overload    1888 0.096
## 772    IL                                        Weissenheimer    2550 0.052
## 773    IL                                      Fascist Pig Ale     935 0.080
## 774    IL                                           Smittytown    2155 0.048
## 775    IL                         Hop Slayer Double IPA (2011)     430 0.082
## 776    IL                                    Outlaw IPA (2015)     642 0.065
## 777    IL                         Hop Slayer Double IPA (2011)     740 0.082
## 778    IL                                            Meat Wave     849 0.060
## 779    IL                                          Spin Doctor    2528 0.053
## 780    IL                                       Moped Traveler    2554 0.055
## 781    IL                                       Paddy Pale Ale     162 0.056
## 782    IL                                        Anti-Hero IPA     415 0.065
## 783    IL                                    One-Hit Wonderful    2532 0.075
## 784    IL                                       Nuclear Winter    1663 0.086
## 785    IL                                     Hardcore Chimera    1981 0.090
## 786    IL                                Hobnob B & B Pale Ale    1040 0.065
## 787    IL                                  Secret Stache Stout     941 0.053
## 788    IL                                           Alley Time    1634 0.060
## 789    IL                                       Dog Days Lager    1284 0.051
## 790    IL                        Wild Onion Pumpkin Ale (2010)     334 0.045
## 791    IL                              Working for the Weekend    2135 0.079
## 792    IL                                               Mazzie    2553 0.054
## 793    IL                                         Atom Smasher    1042 0.077
## 794    IL                                          Pumpkin Ale    1618 0.045
## 795    IL                                Bottom Up Belgian Wit     414 0.050
## 796    IL                                          Fistmas Ale     418 0.061
## 797    IL                                        Cane and Ebel     861 0.070
## 798    IL                                 Blood of the Unicorn    2559 0.065
## 799    IL                                          Sobek & Set    1664 0.080
## 800    IL                                          Phat Chance     971 0.052
## 801    IL                              Bitter Biker Double IPA    1821 0.096
## 802    IL                              Abbey's Single (2015- )    2505 0.049
## 803    IL                           Wet Hot American Wheat Ale    1662 0.050
## 804    IL                                    Rosa Hibiscus Ale     609 0.058
## 805    IL                                       Disco Superfly    2534 0.080
## 806    IL                                           Vertex IPA    2025 0.063
## 807    IL                                             Over Ale     352 0.060
## 808    IL                                Daisy Cutter Pale Ale     148 0.052
## 809    IL                          Goose Island India Pale Ale    2198 0.059
## 810    IL                                Wild Onion Summer Wit     398 0.042
## 811    IL                                       Painted Turtle    2552 0.045
## 812    IL                                   312 Urban Pale Ale    2457 0.054
## 813    IL                               Oktoberfest Revolution     417 0.057
## 814    IL                         Abbey's Single Ale (Current)    1887 0.049
## 815    IL                                        Eugene Porter     416 0.068
## 816    IL                                       A Little Crazy    1133 0.068
## 817    IL                                           Jack Stout     366 0.060
## 818    IL                                            Fist City    2576 0.055
## 819    IL                                  Big Bowl Blonde Ale    1364 0.050
## 820    IL                              Sidekick Extra Pale Ale    1121 0.051
## 821    IL                                       Threadless IPA     481 0.075
## 822    IL                                 En Parfaite Harmonie    2531 0.065
## 823    IL                                           Galaxy IPA    2585 0.075
## 824    IL                                         Spiteful IPA    1819 0.062
## 825    IN                                         Cone Crusher    2131 0.086
## 826    IN                                            Citrafest    2602 0.050
## 827    IN                              Farmer's Daughter Wheat    1956 0.042
## 828    IN                                                 Jade    2258 0.055
## 829    IN                        General George Patton Pilsner    1967 0.054
## 830    IN                               Beer Agent Re-Ignition    2303 0.053
## 831    IN                                            Coconoats    2464 0.065
## 832    IN                                    Sophomoric Saison    2099 0.072
## 833    IN                                              Foreman    2259 0.065
## 834    IN                                  Amazon Princess IPA    2168 0.062
## 835    IN                                     People's Pilsner    1794 0.045
## 836    IN                                           Cherry Ale    1990 0.057
## 837    IN                                           Galaxyfest    2603 0.065
## 838    IN                                                Alloy     951 0.058
## 839    IN                                       The Velvet Fog     923 0.090
## 840    IN                                       Cherry Ale (1)     639 0.057
## 841    IN                                  Aurora Lager (2011)     626 0.057
## 842    IN                                    Mound Builder IPA    2175 0.065
## 843    IN                                         White Reaper    2432 0.070
## 844    IN                                  Rivet Irish Red Ale     950 0.051
## 845    IN                                           Joey Wheat    2160 0.068
## 846    IN                                Overlord Imperial IPA    1449 0.085
## 847    IN                                 Insert Hop Reference    2619 0.058
## 848    IN                                        Sex and Candy    2262 0.075
## 849    IN                                         Black Exodus    2261 0.077
## 850    IN                                             Deflator    2624 0.065
## 851    IN                                        Wrath of Pele    2608 0.065
## 852    IN                           Wee Mac Scottish-Style Ale     213 0.054
## 853    IN                                   Sunlight Cream Ale      55 0.053
## 854    IN                               Osiris Pale Ale (2010)      54 0.056
## 855    IN                                            Lucky Dog    2430 0.052
## 856    IN                                               Voodoo    2429 0.048
## 857    IN                                         Kreamed Corn    2470 0.060
## 858    IN                                            The Deuce     934 0.070
## 859    IN                                       3:33 Black IPA    2158 0.072
## 860    IN                                                  MCA    2072 0.068
## 861    IN                                Hinchtown Hammer Down    2284 0.050
## 862    IN                            Great Crescent Blonde Ale    1699 0.053
## 863    IN                                  Lake Street Express    2260 0.045
## 864    IN                                         Lift Off IPA    1623 0.072
## 865    IN                          Sun King Oktoberfest (2011)     526 0.055
## 866    IN                                         Blonde Czich    2604 0.049
## 867    IN                                           Bobblehead    2431 0.051
## 868    IN                             Great Crescent Brown Ale     649 0.045
## 869    IN                         Klingon Warnog Roggen Dunkel    1817 0.055
## 870    IN                                             Pail Ale    2017 0.055
## 871    IN                          Frosted Fields Winter Wheat     615 0.060
## 872    IN                                 Sun King Oktoberfest     874 0.055
## 873    IN                           Indianapolis Indians Lager     739 0.052
## 874    IN                         Indians Victory Lager (2012)     698 0.052
## 875    IN                                       Half Cycle IPA    1610 0.060
## 876    IN                                 Johan the Barleywine     394 0.099
## 877    IN                                       Half Court IPA    1786 0.063
## 878    IN                                        Floyd's Folly    1787 0.080
## 879    IN                        Great Crescent Coconut Porter    1269 0.056
## 880    IN                     Great Crescent Oktoberfest Lager     930 0.057
## 881    IN                                  Fistful Of Hops Red    2001 0.064
## 882    IN                                            Enlighten    2019 0.045
## 883    IN                                         Pale Alement    2478 0.055
## 884    IN                                 Fistful Of Hops Blue    1999 0.064
## 885    IN                                 3 Gear Robust Porter     949 0.052
## 886    IN                                Regional Ring Of Fire    2098 0.073
## 887    IN                                         Bitter Bitch    1979 0.061
## 888    IN                   Bourbon Barrel Aged Coconut Porter    1702 0.056
## 889    IN                                         Aurora Lager    1700 0.057
## 890    IN                       Grapefruit Jungle (GFJ) (2011)     532 0.075
## 891    IN                                    Wee Muckle (2011)     584 0.090
## 892    IN                                          Devil's Cup    2265 0.066
## 893    IN                                              Tribute    2609 0.058
## 894    IN                                       Saucy Intruder    2620 0.072
## 895    IN                                              Mr. Tea    2606 0.078
## 896    IN                                 Port Barrel Wee Mac     2081 0.053
## 897    IN                                     Hopkick Dropkick    2471 0.099
## 898    IN                               Fistful of Hops Orange    2000 0.063
## 899    IN                                           Englishman    2016 0.045
## 900    IN                                            Barn Yeti    2220 0.090
## 901    IN                                          Citra Faced    2617 0.055
## 902    IN                                   Great Crescent IPA    1701 0.062
## 903    IN                                             Thai.p.a    2618 0.070
## 904    IN                                            Scarecrow    2219 0.069
## 905    IN                                              Ironman    2218 0.090
## 906    IN                                         Black Beer'd    2607 0.068
## 907    IN                               Damascene Apricot Sour    2622 0.052
## 908    IN                                                 Csar    2621 0.120
## 909    IN                                           Cafe Leche    2623 0.058
## 910    IN                                            Ale Cider    2018 0.065
## 911    IN                                 Bourbon Barrel Johan    1049 0.099
## 912    IN                                         Pale Alement    2054 0.055
## 913    IN                                           Wee Muckle    1656 0.090
## 914    IN                                           Garce Selé    2097 0.069
## 915    IN                                                Chaka     660 0.080
## 916    IN                                     Copperhead Amber    2216 0.052
## 917    IN                                Lost River Blonde Ale    1789 0.049
## 918    IN                               Bourbon Barrel Cowbell    1347    NA
## 919    IN                                             Sinister    2263 0.090
## 920    IN                                     PV Muckle (2013)    2084 0.083
## 921    IN                     Great Crescent Blonde Ale (2011)     389 0.053
## 922    IN     Bourbon Barrel Batch 666: Sympathy for the Devil    2083 0.099
## 923    IN                               Bourbon Barrel Wee Mac    1127 0.054
## 924    IN                                      Troll Destroyer    1980 0.085
## 925    IN                                          Monon Wheat    1788 0.054
## 926    IN                               Feel Like Maplin' Love    2613 0.055
## 927    IN                                   T-6 Red Ale (2004)     780 0.047
## 928    IN                                             The 26th    2611 0.060
## 929    IN                                      Popcorn Pilsner    1314 0.054
## 930    IN                                       Ring of Dingle    1128 0.071
## 931    IN                                        Father's Beer    2612 0.050
## 932    IN                                           Whip Fight    2082 0.090
## 933    IN                                     Upland Wheat Ale    1951 0.045
## 934    IN                                      Pole Barn Stout    2616 0.055
## 935    IN                            Great Crescent IPA (2011)     436 0.062
## 936    IN                                 Campside Session IPA    2190 0.045
## 937    IN                              Great Crescent Mild Ale     439 0.042
## 938    IN                                  Rise of the Phoenix    2264 0.071
## 939    IN                                 Great Crescent Stout     442 0.080
## 940    IN                 Great Crescent Coconut Porter (2012)     441 0.056
## 941    IN                        Hop Up Offa That Brett (2014)    2085 0.058
## 942    IN                                           Royal Brat    1599 0.065
## 943    IN                                     Leprechaun Lager    1657 0.040
## 944    IN                                                 Isis     651 0.091
## 945    IN                                Fistful of Hops Green    1996 0.064
## 946    IN                                                 Pale    2615 0.054
## 947    IN                             Circuit Bohemian Pilsner     948 0.045
## 948    IN                           Bourbon Barrel Aged Timmie    1367 0.099
## 949    IN                                 Stupid Sexy Flanders    1366 0.063
## 950    IN                               Bourbon's Barrel Stout     455 0.075
## 951    IN                            Great Crescent Dark Lager     440 0.057
## 952    IN                                         Honey Kolsch    2217 0.046
## 953    IN                                        Dragonfly IPA    1950 0.060
## 954    IN                              Grapefruit Jungle (GFJ)    1420 0.075
## 955    IN                                             Java Mac    2215 0.054
## 956    IN                                            Deduction    2601 0.080
## 957    IN                                           The Gadget    2610 0.064
## 958    IN                                              Tip Off    2605 0.052
## 959    IN                     Great Crescent Belgian Style Wit     478 0.051
## 960    IN                                       Yoshi's Nectar    2614 0.053
## 961    IN                                          30 Min Coma    1948    NA
## 962    IN                                      Osiris Pale Ale    1389 0.056
## 963    IN                                              Cowbell    2164 0.054
## 964    KS                           Vanilla Bean Buffalo Sweat    1063 0.050
## 965    KS              Oregon Trail Unfiltered Raspberry Wheat     616 0.045
## 966    KS                             Halcyon Unfiltered Wheat     676 0.050
## 967    KS                                        Tallgrass IPA     101 0.063
## 968    KS                              Wild Plum Farmhouse Ale    1196 0.056
## 969    KS                                    Annie's Amber Ale      96 0.055
## 970    KS                               Tonganoxie Honey Wheat     824 0.044
## 971    KS                                    Tallgrass Pub Ale    1009 0.044
## 972    KS                                                Oasis     912 0.072
## 973    KS                      Thrasher Session India Pale Ale    1886 0.045
## 974    KS                                        Zombie Monkie    1736 0.062
## 975    KS                                 Buffalo Sweat (2010)     102 0.050
## 976    KS                                        Buffalo Sweat     765 0.050
## 977    KS                                        Tallgrass Ale     103 0.044
## 978    KS                                       8-Bit Pale Ale     595 0.052
## 979    KS                                         Oasis (2010)     104 0.072
## 980    KS                                       Wooden Rooster    2575 0.085
## 981    KS                                            Ethos IPA    1017 0.068
## 982    KS                                       Velvet Rooster     537 0.085
## 983    KS                                  Ginger Peach Saison    2555 0.048
## 984    KS                         Gutch English Style Mild Ale    1885 0.050
## 985    KS                             Halcyon Unfiltered Wheat     412 0.050
## 986    KS                                    Köld Lager (2010)     105 0.050
## 987    KY                                          Rico Sauvin    2678 0.076
## 988    KY                                       The Brown Note    2674 0.050
## 989    KY                                         Kentucky IPA    1149 0.065
## 990    KY                                       West Sixth IPA     652    NA
## 991    KY                                        Christmas Ale    2439 0.090
## 992    KY                                      Kentucky Kölsch    1535 0.043
## 993    KY                                         Pile of Face    2675 0.060
## 994    KY                                       Kamen Knuddeln    2676 0.065
## 995    KY                          Pay It Forward Cocoa Porter    2356 0.070
## 996    KY                                          Bloody Show    2679 0.055
## 997    KY                                             Sho'nuff    2680 0.040
## 998    KY                                        Flesh Gourd'n    2681 0.066
## 999    KY                                     Coq de la Marche    2677 0.051
## 1000   KY                                 West Sixth Amber Ale    1069 0.055
## 1001   KY                                       Citra Ass Down    2540 0.082
## 1002   KY                                               A Beer    2683 0.042
## 1003   KY                                       Citra Ass Down    2686 0.080
## 1004   KY                                       London Balling    2685 0.125
## 1005   KY                                       The Brown Note    2539 0.050
## 1006   KY                                      Rules are Rules    2682 0.050
## 1007   KY                                                 35 K    2684 0.077
## 1008   LA                               Voodoo Bengal Pale Ale     495 0.055
## 1009   LA                                       Juke Joint IPA    1755 0.070
## 1010   LA                                     Rebirth Pale Ale    2272 0.050
## 1011   LA                                      NOLA Blonde Ale     484 0.049
## 1012   LA                                        Commotion APA    1923 0.052
## 1013   LA                                       Hopitoulas IPA     486 0.065
## 1014   LA                            Southern Drawl Pale Lager    1922 0.052
## 1015   LA                                          Purple Haze     515 0.042
## 1016   LA                                       NOLA Brown Ale     485 0.039
## 1017   LA                                  Irish Channel Stout    1582 0.068
## 1018   LA                          Parade Ground Coffee Porter    1754 0.070
## 1019   LA                                  Tin Roof Blonde Ale     529 0.045
## 1020   LA                                          Abita Amber     514 0.045
## 1021   LA                                          Jockamo IPA     516 0.065
## 1022   LA                                  Turnrow Harvest Ale    2321 0.055
## 1023   LA                                        MechaHopzilla    1114 0.088
## 1024   LA                            Tin Roof Watermelon Wheat    1428 0.050
## 1025   LA                                   Heiner Brau Kölsch     129 0.050
## 1026   LA                                    Perfect Tin Amber     494 0.045
## 1027   MA                                  Harpoon Octoberfest    1313 0.055
## 1028   MA                                         Cape Cod Red    1928 0.055
## 1029   MA                                    413 Farmhouse Ale    1001 0.060
## 1030   MA                                          UFO Pumpkin    1340 0.059
## 1031   MA                                        Dead-Eye DIPA    2067 0.090
## 1032   MA                              Samuel Adams Summer Ale    1144 0.053
## 1033   MA                                   Notch Session Pils    1190 0.040
## 1034   MA                            Samuel Adams Winter Lager    1427 0.056
## 1035   MA                                      Gerry Dog Stout    1002 0.065
## 1036   MA                                         Porch Rocker    1830 0.045
## 1037   MA                                           Excess IPL    2671 0.072
## 1038   MA                                     Green Monsta IPA    1845 0.060
## 1039   MA                                           Marblehead    1811 0.055
## 1040   MA                                      Cranberry Blend    1246 0.049
## 1041   MA                                            Cold Snap    1601 0.055
## 1042   MA                                  Flower Child (2014)    2256 0.065
## 1043   MA                                 Newburyport Pale Ale     913 0.055
## 1044   MA                                          Harpoon IPA    1379 0.059
## 1045   MA                                   Charlie in the Rye    1550 0.058
## 1046   MA                                         Boston Lager    1143 0.049
## 1047   MA                                          House Lager    2673 0.052
## 1048   MA                                  Harpoon Summer Beer    1380 0.050
## 1049   MA                                         Beach Blonde    1927 0.049
## 1050   MA                                      Remain in Light    2257 0.050
## 1051   MA                                      Lost Sailor IPA    1900 0.055
## 1052   MA                                            Rebel IPA    1629 0.065
## 1053   MA                                       Green Head IPA     915 0.072
## 1054   MA                                       UFO Gingerland    2059 0.052
## 1055   MA                                             Calyptra    2669 0.049
## 1056   MA                                  Banner American Rye    1644 0.045
## 1057   MA                                 Left of the Dial IPA    1917 0.043
## 1058   MA                                       Pumple Drumkin    1365 0.060
## 1059   MA                            Steel Rail Extra Pale Ale    1317 0.053
## 1060   MA                                       Blue Boots IPA    1854 0.069
## 1061   MA                                         Back Bay IPA    2420 0.068
## 1062   MA                              The Long Thaw White IPA    1653 0.062
## 1063   MA                                          Big Elm IPA    1003 0.070
## 1064   MA                                        Wachusett IPA    1844 0.056
## 1065   MA                            Pop's Old Fashioned Lager    1551 0.052
## 1066   MA                                      Fisherman's IPA    2066 0.055
## 1067   MA                             Samuel Adams Octoberfest    1281 0.053
## 1068   MA                                     Fisherman's Brew    2064 0.055
## 1069   MA                                  Wachusett Light IPA    1846 0.040
## 1070   MA                            Plum Island Belgian White     914 0.054
## 1071   MA                                         Boston Lager    1349 0.049
## 1072   MA                              Quarter Mile Double IPA    1812 0.080
## 1073   MA                                         Leisure Time    2672 0.048
## 1074   MA                                        Orignal Blend     977 0.051
## 1075   MA                                     Fisherman's Pils    2065 0.054
## 1076   MA                                       Hoponius Union    2670 0.067
## 1077   MA                                   Harpoon IPA (2012)     770 0.059
## 1078   MA                                  Banner American Ale    1643 0.035
## 1079   MA                                      All Nighter Ale    1776 0.045
## 1080   MA                                            UFO White     610 0.048
## 1081   MA                            Shark Tracker Light lager    2338 0.048
## 1082   MA                                         Boston Lager    1310 0.049
## 1083   MA                           Bunker Hill Blueberry Ale     2419 0.048
## 1084   MA                                   Harpoon IPA (2010)     126 0.059
## 1085   MA                                       Watermelon Ale    2435 0.050
## 1086   MA                                         Be Hoppy IPA    1697 0.065
## 1087   MA                                          Honey Cider    1558 0.048
## 1088   MA                                            Grey Lady    1094 0.045
## 1089   MA                           Harpoon Summer Beer (2012)     769 0.050
## 1090   MA                               Imperial Pumpkin Stout    2068 0.099
## 1091   MA                                     Wachusett Summer    1038 0.047
## 1092   MA                                        Flying Sailor    2449 0.073
## 1093   MA                                     Country Pale Ale    1030 0.051
## 1094   MA                             Fenway American Pale Ale    2423 0.058
## 1095   MA                                      Summer of Lager     657 0.062
## 1096   MA                                Whale's Tale Pale Ale      56 0.056
## 1097   MA                           Wachusett Light IPA (2013)    1029 0.040
## 1098   MA                                     Green Monsta IPA     618 0.060
## 1099   MA                           Harpoon Summer Beer (2010)     192 0.050
## 1100   MA                                              Pumpkan     908 0.052
## 1101   MA                                Westfield Octoberfest    1645 0.057
## 1102   MA                              Wachusett Blueberry Ale     619 0.045
## 1103   MA                                   Larry Imperial IPA    1418 0.085
## 1104   MA                                  Archer's Ale (2004)     738 0.050
## 1105   MA                                           Summer Ale    2376 0.049
## 1106   MA                                  Sankaty Light Lager     359 0.038
## 1107   MA                                       Indie Pale Ale     656 0.065
## 1108   MA                                     Strawberry White    1843 0.047
## 1109   MD                             Farmer's Daughter Blonde    2516 0.051
## 1110   MD                                        Snake Dog IPA     608 0.071
## 1111   MD                                       Vanilla Porter    2513 0.047
## 1112   MD                                             Brontide    1983 0.050
## 1113   MD                              Underdog Atlantic Lager     607 0.047
## 1114   MD                                       Pump House IPA    2515 0.055
## 1115   MD                                       Double Duckpin    2507 0.085
## 1116   MD                                   Birdhouse Pale Ale    1945 0.050
## 1117   MD                                     Davy Jones Lager     988 0.060
## 1118   MD                                   Suicide Blonde IPA    2514 0.070
## 1119   MD                                         Resurrection      94 0.070
## 1120   MD                                              Old Pro    2506 0.042
## 1121   MD                                            Classique    1344 0.045
## 1122   MD                                            Honey Rye    2512 0.058
## 1123   MD                                             Brontide    1631 0.050
## 1124   MD                                         Loose Cannon     990 0.072
## 1125   MD                                                 Ozzy    1079 0.073
## 1126   MD                                     Duckpin Pale Ale     829 0.055
## 1127   MD                                         Balt Altbier     582 0.060
## 1128   MD                                      AARGHtoberfest!     989 0.060
## 1129   MD                                  Welcome to Scoville    2408 0.069
## 1130   ME                                      Clean Shave IPA    2426 0.067
## 1131   ME                                      Monkey Fist IPA    1539 0.069
## 1132   ME                               Maine Island Trail Ale    1807 0.043
## 1133   ME                                       Summer Swelter    1209 0.047
## 1134   ME                                           Sexy Chaos    1716 0.099
## 1135   ME                             On the Count of 3 (2015)    1778 0.070
## 1136   ME                                  Shipyard Summer Ale     975 0.051
## 1137   ME                                         Stowaway IPA     182 0.069
## 1138   ME                                      Pumpkinhead Ale     814 0.047
## 1139   ME                     Tarnation California-Style Lager    1855 0.053
## 1140   ME                                   Geary's Summer Ale    1311 0.060
## 1141   ME                                                 Gose    2580 0.035
## 1142   ME                                   Summer Session Ale    1930 0.050
## 1143   ME                          Sunsplash Golden Ale (2004)     922 0.045
## 1144   ME                                   Hayride Autumn Ale     910 0.066
## 1145   ME                                           Amber Road     533 0.055
## 1146   ME                                      Shipyard Export     727 0.051
## 1147   ME                           Phantom Punch Winter Stout     954 0.068
## 1148   ME                           Cant Dog Imperial Pale Ale     725 0.097
## 1149   ME                                 Pamola Xtra Pale Ale     183 0.049
## 1150   ME                     Sea Dog Wild Blueberry Wheat Ale     815 0.047
## 1151   ME                                        Toughcats IPA    1783 0.072
## 1152   ME                                         Tug Pale Ale    1717 0.050
## 1153   ME                                     Geary's Pale Ale    1763 0.045
## 1154   ME                                    Fresh Cut Pilsner    1931 0.046
## 1155   ME                           Ace Hole American Pale Ale    1516 0.063
## 1156   ME                            Celsius Summer Ale (2012)     707 0.047
## 1157   MI                                          Old Detroit    1998 0.056
## 1158   MI                                           Undertaker    1977 0.067
## 1159   MI                                         Agent a Deux    1959 0.065
## 1160   MI                          Trebuchet Double IPA (2012)     669 0.097
## 1161   MI                                    Pepper in the Rye    2023 0.063
## 1162   MI                                Widow Maker Black Ale      60    NA
## 1163   MI                                    Undertaker (2014)    1976 0.067
## 1164   MI                                       W.I.P.A Snappa    2086 0.053
## 1165   MI                                       The Grand Army    2476 0.055
## 1166   MI                                         North French    1973 0.060
## 1167   MI                                       Vanilla Porter    2587 0.070
## 1168   MI                                             Coq D'Or    1974 0.050
## 1169   MI                                Lift Bridge Brown Ale      59    NA
## 1170   MI                                           Mind Games    2465 0.041
## 1171   MI                                           Rye Porter    2240 0.056
## 1172   MI                                           Root Stock    2466 0.066
## 1173   MI                                        SNO White Ale    1273 0.048
## 1174   MI                                                 Mela    2091 0.062
## 1175   MI                                          Moe Lasses'    2006 0.064
## 1176   MI                                                Black    2631 0.058
## 1177   MI                                      Viking Ice Hole    2241 0.063
## 1178   MI                                      Totally Roasted    1378 0.068
## 1179   MI                                          Smoky Wheat    2101 0.051
## 1180   MI                                        Zaison (2012)     671 0.090
## 1181   MI                                  Pick Axe Blonde Ale      58    NA
## 1182   MI                                 Red Jacket Amber Ale      57    NA
## 1183   MI                                      Smooth Operator    2307 0.038
## 1184   MI                                                 Gold    2632 0.048
## 1185   MI                                              51K IPA    1481 0.070
## 1186   MI                                   Big Red Coq (2012)     677 0.062
## 1187   MI                                           Horny Monk    1403 0.069
## 1188   MI                                 Wizard Burial Ground    2137 0.099
## 1189   MI                                         Nuit Serpent    2498 0.050
## 1190   MI                                                BRIPA    2092 0.062
## 1191   MI                                         Hotbox Brown    2633 0.055
## 1192   MI                                        Manitou Amber    2468 0.053
## 1193   MI                                          All Day IPA    1223 0.047
## 1194   MI                                         Beach Patrol    2499 0.065
## 1195   MI                                            Dark Star    2639 0.080
## 1196   MI                                       Grapefruit IPA    2628 0.050
## 1197   MI                                 Contemplation (2012)     873 0.065
## 1198   MI                           Olde Ore Dock Scottish Ale     364    NA
## 1199   MI                                     Lighthouse Amber    2354 0.052
## 1200   MI           Vivant Belgian Style Imperial Stout (2012)     860 0.099
## 1201   MI                                         Pumpkin Tart    1997 0.070
## 1202   MI                                    Coconut Brown Ale    1496 0.068
## 1203   MI                                        Grand Rabbits    1480 0.055
## 1204   MI                                   Blood Orange Honey    2379 0.057
## 1205   MI                                 Vivant Tripel (2012)     670 0.092
## 1206   MI                                         Ginger Peach    2244 0.069
## 1207   MI             G. B. Russo’s Italian Pistachio Pale Ale    2638 0.052
## 1208   MI                                           Ski Patrol    2290 0.061
## 1209   MI                                               Ryecoe    2469 0.062
## 1210   MI                                            Sous Chef    2433 0.082
## 1211   MI                                         Batch 69 IPA    1556 0.069
## 1212   MI                                            Michelada    2495 0.052
## 1213   MI                                                Paris    2481 0.090
## 1214   MI                                              Whitsun     390 0.062
## 1215   MI                                              Reactor    2448 0.070
## 1216   MI                                       Centennial IPA    1565 0.072
## 1217   MI                                          Train Wreck    1952 0.082
## 1218   MI                                   Sietsema Red Label    2353 0.069
## 1219   MI                                          Belgian Wit    1958 0.045
## 1220   MI                                      Atwater's Lager     527 0.050
## 1221   MI                                              Sparkle    2635 0.041
## 1222   MI                                        Mind's Eye PA    1402 0.067
## 1223   MI                                          Star Runner    2636 0.060
## 1224   MI                    98 Problems (Cuz A Hop Ain't One)    2630 0.065
## 1225   MI                                      Milkshake Stout     363 0.050
## 1226   MI                                   BRIK Irish Red Ale     365 0.048
## 1227   MI                                         Sky High Rye     413 0.060
## 1228   MI                                        U. P. Witbier    2472    NA
## 1229   MI                              Wolverine Premium Lager    1468 0.047
## 1230   MI                                        Dirty Bastard    2625 0.085
## 1231   MI                                           Hard Apple    1376 0.068
## 1232   MI                                    Cherry Doppelbock    2504 0.065
## 1233   MI                                            Blue Gold    1377 0.068
## 1234   MI                                      Acidulated Trip    2467 0.059
## 1235   MI                                          Cherry Bomb    1984 0.069
## 1236   MI                                              IPA #11    2380 0.057
## 1237   MI                      Uncle John's Apple Cherry Cider    1704 0.065
## 1238   MI                             Veteran’s Pale Ale (VPA)    2629 0.050
## 1239   MI              Plow Horse Belgian Style Imperial Stout    1031 0.095
## 1240   MI                                Tart Side of the Moon    1136 0.098
## 1241   MI                                      Lazy Daze Lager    1280 0.055
## 1242   MI                                    Rochester Red Ale     899 0.059
## 1243   MI                                   Earth-Like Planets    2381    NA
## 1244   MI                                            Gunga Din    2242 0.052
## 1245   MI                                        Pothole Stout    1949 0.063
## 1246   MI                                           3 Scrooges    2143 0.065
## 1247   MI                                               Oberon    1989 0.058
## 1248   MI                               November Gale Pale Ale     779    NA
## 1249   MI                                    Screamin’ Pumpkin    2142 0.050
## 1250   MI                                           Mr. Orange    2447 0.057
## 1251   MI                                          Super G IPA    1498 0.060
## 1252   MI                                           Grind Line    2138 0.050
## 1253   MI                                 Escoffier Bretta Ale     909 0.092
## 1254   MI                                 Barrel Aged Triomphe    2541 0.065
## 1255   MI                                           Hop A-Peel    2503 0.075
## 1256   MI                                    Pine Knob Pilsner    2074 0.053
## 1257   MI                                        Peck's Porter    2640 0.065
## 1258   MI                          Twisted Helles Summer Lager    1208 0.055
## 1259   MI                      Cal and Co. Black Cherry Porter    1724    NA
## 1260   MI                                     Grand Circus IPA     528 0.050
## 1261   MI                                  Vanilla Java Porter    2502 0.055
## 1262   MI                                     Dirty Blonde Ale     534 0.045
## 1263   MI                                              Belfort    2637 0.067
## 1264   MI                                   Norm's Gateway IPA    2007 0.040
## 1265   MI                     Uncle John's Apricot Apple Cider    1703 0.065
## 1266   MI                     Hubris Quadrupel Anniversary Ale    1033 0.099
## 1267   MI                                    North Third Stout    2153 0.060
## 1268   MI                                        Vivant Tripel    1178 0.082
## 1269   MI                                     Beasts A'Burnin'    2548 0.070
## 1270   MI                                             Triomphe     384 0.065
## 1271   MI                                           Fat Paczki    2382    NA
## 1272   MI                                               Oberon    2494 0.058
## 1273   MI                                          Nunica Pine    2245 0.068
## 1274   MI                                        Beach Cruiser    2547 0.045
## 1275   MI                                           Best Brown    1955 0.058
## 1276   MI                                             I.P. Eh!    2493 0.068
## 1277   MI                                  Will Power Pale Ale    1276 0.047
## 1278   MI                                              El Rojo    2140 0.065
## 1279   MI                                              Smitten    2325 0.060
## 1280   MI                                          Big Red Coq    1044 0.060
## 1281   MI                                             Solitude     385 0.060
## 1282   MI                                            Honey Lav    1953 0.052
## 1283   MI                            Grand Trunk Bohemian Pils    2141 0.050
## 1284   MI                                         AXL Pale Ale     273    NA
## 1285   MI                                               Kludde     627 0.085
## 1286   MI                                         Mr. Blue Sky    2375 0.045
## 1287   MI                                               Verdun    2542 0.077
## 1288   MI                                       Le Flaneur Ale    1785 0.073
## 1289   MI                                      Tropical Saison    2500 0.065
## 1290   MI                                   North 45 Amber Ale    1404 0.059
## 1291   MI                                         Winter White    2022 0.050
## 1292   MI                                         Black Rabbit    1267 0.050
## 1293   MI                              Tart Side of the Barrel    2598 0.098
## 1294   MI                                  Lemon Shandy Tripel    1570 0.090
## 1295   MI                                           Psychopomp    2416 0.062
## 1296   MI                                          Weim-R-Iner    1985 0.069
## 1297   MI                                            Nordskye     2634 0.048
## 1298   MI                                      Lazy Daze Lager      97 0.055
## 1299   MI                                    Bushwhacker Cider    1986 0.069
## 1300   MI                                Edward’s Portly Brown    2626 0.045
## 1301   MI                                          Tree Bucket    1947 0.093
## 1302   MI                                         Dubbelicious    2418 0.065
## 1303   MI                             Draught Hard Apple Cider     877 0.065
## 1304   MI                                    Maize & Blueberry    1651 0.056
## 1305   MI                                            Farm Hand     387 0.055
## 1306   MI                                   Linnaeus Mango IPA    2597 0.060
## 1307   MI                               Norm's Raggedy Ass IPA    2139 0.075
## 1308   MI                                 Trebuchet Double IPA    1443 0.093
## 1309   MI                                        Contemplation    1352 0.065
## 1310   MI                                               Zaison    1266 0.090
## 1311   MI                                            CEO Stout    1277 0.059
## 1312   MI                             10 Degrees of Separation    2491 0.055
## 1313   MI                                         Train Hopper    2627 0.058
## 1314   MI                                      Cornerstone IPA     158 0.070
## 1315   MI                                Oval Beach Blonde Ale    1477 0.050
## 1316   MI                              Northern Hawk Owl Amber    1278 0.058
## 1317   MI                                    Schoolhouse Honey    2492 0.050
## 1318   MI                                          Two Hearted    1988 0.070
## 1319   MN                                Stir Crazy Winter Ale    1691 0.065
## 1320   MN                      Overrated! West Coast Style IPA    1112 0.073
## 1321   MN                                Sweet Yamma Jamma Ale    1555 0.050
## 1322   MN                                                  WET     329 0.075
## 1323   MN                                     Farm Girl Saison    1168 0.060
## 1324   MN                                             Doomtree    2409 0.057
## 1325   MN                                      Let It Ride IPA    1903 0.068
## 1326   MN                                 Day Tripper Pale Ale     728 0.054
## 1327   MN                                         Venture Pils    1253 0.050
## 1328   MN                                               BLAKKR    1739 0.099
## 1329   MN                                        Maggie's Leap    2691 0.049
## 1330   MN                                           Wall's End    2690 0.048
## 1331   MN                                          Wagon Party    1966 0.054
## 1332   MN                                              Getaway    2036 0.052
## 1333   MN                                     Todd the Axe Man    2543 0.072
## 1334   MN                                           Stronghold    2688 0.060
## 1335   MN                                      Rise to the Top    1780 0.041
## 1336   MN                               Shenanigans Summer Ale    1115 0.046
## 1337   MN                               Unchained #18 Hop Silo    2415 0.083
## 1338   MN                                       Midnight Ryder     729 0.065
## 1339   MN                                        Coffee Bender      17 0.051
## 1340   MN                                               Bender      16 0.051
## 1341   MN                                 Lost Trout Brown Ale    1779 0.049
## 1342   MN                                           Make It So    2549 0.053
## 1343   MN                                            SurlyFest      18 0.055
## 1344   MN                      Forest Fire Imperial Smoked Rye    1256 0.099
## 1345   MN                                          Wonderstuff    1963 0.054
## 1346   MN                                     Jack Pine Savage    1257 0.053
## 1347   MN                                              Pumpion    2689 0.060
## 1348   MN                                       Extra Pale Ale    2352 0.053
## 1349   MN                                 Bad Axe Imperial IPA    1255 0.098
## 1350   MN                               Uber Lupin Schwarz IPA    2557 0.083
## 1351   MN                                          Parapet ESB    2687 0.056
## 1352   MN                                             Sky-Five    1965 0.067
## 1353   MN                                        Nordic Blonde    2556 0.057
## 1354   MN                                           Cold Press    2496 0.060
## 1355   MN                                             CynicAle      13 0.067
## 1356   MN                                         Morning Wood     986 0.055
## 1357   MN                                        Bark Bite IPA     985 0.066
## 1358   MN                                        Bitter Brewer      19 0.040
## 1359   MN                                     Preservation IPA    1026 0.068
## 1360   MN                                    Big Island Shandy    1027 0.050
## 1361   MN                                Bent Paddle Black Ale    1261 0.060
## 1362   MN                                   Harness the Winter    2410 0.072
## 1363   MN                                              Furious      12 0.062
## 1364   MN                                         Abrasive Ale      15 0.097
## 1365   MN                                                 Hell      14 0.051
## 1366   MN                                             14° ESB     1902 0.056
## 1367   MN                                           Stargrazer    1964 0.050
## 1368   MN                                         Get Together    2692 0.045
## 1369   MN                                  Hopvale Organic Ale    2473 0.047
## 1370   MN                                       Hunny Do Wheat    2347 0.048
## 1371   MN                                                 Moar    2558 0.044
## 1372   MN                                   Three Way Pale Ale    1781 0.052
## 1373   MN                                  Bent Hop Golden IPA    1901 0.062
## 1374   MO                                O'Fallon Pumpkin Beer    1264 0.055
## 1375   MO                                            Alter Ego    2287 0.055
## 1376   MO                                         Contact High    1870 0.050
## 1377   MO                                Black Bear Dark Lager    1051 0.046
## 1378   MO                                Schlafly Summer Lager      53 0.045
## 1379   MO                                            5 Day IPA    1258 0.061
## 1380   MO                                Passion Fruit Prussia    2545 0.035
## 1381   MO                                          Royal Lager    2364    NA
## 1382   MO                             Rip Van Winkle (Current)    2348 0.080
## 1383   MO                                      O'Fallon Wheach     128 0.051
## 1384   MO                               Reprise Centennial Red    2288 0.060
## 1385   MO                                       Golden Pilsner    1046 0.050
## 1386   MO                                       India Pale Ale    2460 0.063
## 1387   MO                                  Schlafly Hefeweizen     588 0.041
## 1388   MO                                     Blackberry Wheat    2459 0.048
## 1389   MO                                    Masked Bandit IPA    1540 0.070
## 1390   MO                                       Old Tom Porter     847 0.055
## 1391   MO                                       Float Trip Ale    1335 0.045
## 1392   MO                                          Honey Wheat    1052 0.047
## 1393   MO                              McKinney Eddy Amber Ale     521 0.055
## 1394   MO                            Morgan Street Oktoberfest    1617 0.049
## 1395   MO                                              Towhead    2237 0.052
## 1396   MO                                         Hot Date Ale    1791 0.060
## 1397   MO                                            Send Help    2544 0.045
## 1398   MO                                       O’Malley’s IPA    2343 0.075
## 1399   MO                         Missouri Mule India Pale Ale     479 0.070
## 1400   MO                                        Drop Kick Ale    2340 0.052
## 1401   MO                                         Schlafly IPA    1078 0.045
## 1402   MO                                   Black Walnut Wheat     846 0.045
## 1403   MO                                          Lil' Helper    2208 0.070
## 1404   MO                                          Resurrected    2285 0.065
## 1405   MO                             When Helles Freezes Over    1756 0.056
## 1406   MO                                        Heavy Lifting    2596 0.062
## 1407   MO                                     Sweet Potato Ale    1491 0.060
## 1408   MO                            Schlafly Yakima Wheat Ale    1324 0.050
## 1409   MO                           L'il Lucy's Hot Pepper Ale    2341 0.049
## 1410   MO                     O’Malley’s Irish Style Cream Ale    2342    NA
## 1411   MO                          Schlafly American Brown Ale    1077 0.050
## 1412   MO                                          Divided Sky    2286 0.065
## 1413   MO                              Cast Iron Oatmeal Brown    2324 0.055
## 1414   MO                                 Schlafly Black Lager    1323 0.050
## 1415   MO                                     O’Malley’s Stout    2344    NA
## 1416   MS                                 Mississippi Fire Ant    1745 0.080
## 1417   MS                              Suzy B Dirty Blonde Ale    2296 0.050
## 1418   MS                       Devil's Harvest Extra Pale Ale    2297 0.058
## 1419   MS                                      Jack the Sipper    2320 0.053
## 1420   MS                                              Pub Ale    2033 0.038
## 1421   MS                                     Ballistic Blonde    2032 0.051
## 1422   MS                       Devil's Harvest Extra Pale Ale    1117 0.058
## 1423   MS                                    Hipster Breakfast    1120 0.058
## 1424   MS                          Sinister Minister Black IPA    2346 0.077
## 1425   MS                              Suzy B Dirty Blonde Ale    1118 0.050
## 1426   MS                               2014 IPA Cicada Series    2362 0.075
## 1427   MT                                      Plum St. Porter    1573 0.057
## 1428   MT                         Moose Drool Brown Ale (2011)     767 0.051
## 1429   MT                              Lewis & Clark Amber Ale     473 0.050
## 1430   MT                             Montana Trout Slayer Ale    1712 0.050
## 1431   MT                                  Scape Goat Pale Ale    1713 0.050
## 1432   MT                                   Bozone Hefe Weizen    1288 0.060
## 1433   MT                                Moose Drool Brown Ale    1711 0.051
## 1434   MT                                      Plum St. Porter    2107 0.060
## 1435   MT                                       Mystical Stout     826 0.054
## 1436   MT                         Cold Smoke Scotch Ale (2007)     760 0.065
## 1437   MT                                        Beltian White     181 0.048
## 1438   MT                                      Ambitious Lager     813 0.050
## 1439   MT                                Cold Smoke Scotch Ale      85 0.065
## 1440   MT                      Montana Trout Slayer Ale (2012)     766 0.050
## 1441   MT                                          Big Sky IPA    1714 0.062
## 1442   MT                                         Summer Honey     168 0.047
## 1443   MT                                  Yard Sale Amber Ale    1432 0.056
## 1444   MT                               Double Haul IPA (2006)     758 0.065
## 1445   MT                              Miner's Gold Hefeweizen     472 0.050
## 1446   MT                                   Bozone HopZone IPA    1289 0.070
## 1447   MT                                       Bodacious Bock     825 0.075
## 1448   MT                           Scape Goat Pale Ale (2010)     159 0.050
## 1449   MT                         Moose Drool Brown Ale (2009)      34 0.051
## 1450   MT                               Double Haul IPA (2009)     759 0.065
## 1451   MT                                         Sawtooth Ale    1411 0.054
## 1452   MT                                    Hat Trick Hop IPA    1433 0.068
## 1453   MT                          Great Falls Select Pale Ale     506    NA
## 1454   MT                              Powder Hound Winter Ale    1456 0.072
## 1455   MT                              Bozone Select Amber Ale     470 0.055
## 1456   MT                                       Tumbleweed IPA     474 0.057
## 1457   MT                                   Big Sky IPA (2012)     579 0.062
## 1458   MT                                    Eddy Out Pale Ale      87 0.055
## 1459   MT       Black Star Double Hopped Golden Lager (24 oz.)     404 0.045
## 1460   MT       Black Star Double Hopped Golden Lager (12 oz.)     164 0.045
## 1461   MT                                      Blown Out Brown    1441 0.052
## 1462   MT                            Back Country Scottish Ale     471 0.057
## 1463   MT                                      Double Haul IPA      86 0.065
## 1464   MT                      Montana Trout Slayer Ale (2009)      35 0.050
## 1465   MT                                       Single Hop Ale    1413 0.063
## 1466   MT                               Yellowstone Golden Ale     475 0.051
## 1467   NC                                     THP Light (2006)     868    NA
## 1468   NC                           Carolina Lighthouse (2007)     784 0.040
## 1469   NC                                             Old Chub    1175 0.080
## 1470   NC                                       GreyBeard™ IPA    1760 0.069
## 1471   NC                                          Hot Rod Red     702 0.061
## 1472   NC                              Hog Wild India Pale Ale     705 0.067
## 1473   NC                                         Cack-A-Lacky    1658 0.050
## 1474   NC                                            Shiva IPA     428 0.060
## 1475   NC                                     THP White (2006)     870    NA
## 1476   NC                                   Deviant Dale's IPA    1328 0.080
## 1477   NC                                      Salamander Slam    2254 0.070
## 1478   NC                                      THP Dark (2006)     867    NA
## 1479   NC                               Carolina Blonde (2006)     783 0.050
## 1480   NC                                      Pisgah Pale Ale    1759 0.057
## 1481   NC                                         King Coconut    2106 0.054
## 1482   NC                        Devils Tramping Ground Tripel     704 0.092
## 1483   NC                     Farmer Ted's Farmhouse Cream Ale     480 0.056
## 1484   NC                                          Sweet Josie    2326 0.061
## 1485   NC                                         Ninja Porter     429 0.053
## 1486   NC                                      Dale's Pale Ale    1065 0.065
## 1487   NC                                        Shotgun Betty    2327 0.058
## 1488   NC                             Gateway Kolsch Style Ale    1300 0.053
## 1489   NC                              Triangle India Pale Ale     594 0.057
## 1490   NC                                 Trail Maker Pale Ale    1251 0.065
## 1491   NC                                             Ten Fidy    1532 0.099
## 1492   NC                                     White Zombie Ale     638 0.047
## 1493   NC                                             G'KNIGHT    1533 0.087
## 1494   NC                     Porter (a/k/a Black Gold Porter)    2509 0.060
## 1495   NC                             Peanut Butter Jelly Time    2446 0.058
## 1496   NC                                     THP Amber (2006)     869    NA
## 1497   NC                                     Action Man Lager    1250 0.055
## 1498   NC                                      Dale's Pale Ale    1166 0.065
## 1499   NC                                            Mad Beach    1228 0.048
## 1500   NC                                  Honey Badger Blonde    2510 0.047
## 1501   NC                                  Peacemaker Pale Ale    2329 0.057
## 1502   NC                                        Pumpkin Beast    1620 0.062
## 1503   NC                                 Second Wind Pale Ale     419 0.050
## 1504   NC                                         Flagship IPA     530 0.057
## 1505   NC                                            Long Leaf    2511 0.071
## 1506   NC                                          Jam Session    1622 0.051
## 1507   NC                                         Deadeye Jack    2332 0.060
## 1508   NC                           King Winterbolt Winter Ale    1719 0.070
## 1509   NC                             Firewater India Pale Ale     507 0.052
## 1510   NC                                       Santa's Secret    2255 0.059
## 1511   NC                                      Pistols at Dawn    2330 0.075
## 1512   NC                              Wee-Heavy-Er Scotch Ale    1260 0.070
## 1513   NC                          Triangle Belgian Golden Ale     113 0.080
## 1514   NC                                 Hop Drop 'N Roll IPA    1621 0.072
## 1515   NC                         Carolina Blonde Light (2005)     782 0.035
## 1516   NC                                  Sky Blue Golden Ale     427 0.051
## 1517   NC                                          Rocket Girl     550 0.032
## 1518   NC                                        13 Rebels ESB    1259 0.052
## 1519   NC                                    Jalapeno Pale Ale    2508 0.055
## 1520   NC                             Firewater India Pale Ale    1743 0.052
## 1521   NC                                           Sunny Haze     408 0.050
## 1522   NC                                         OktoberBeast    1579 0.072
## 1523   NC                               Farmer Ted's Cream Ale    1744 0.056
## 1524   NC                                     White Zombie Ale    1742 0.047
## 1525   NC                                   Triangle White Ale     114 0.050
## 1526   ND                                    Stone's Throw IPA    1435 0.045
## 1527   ND                                  Iron Horse Pale Ale    1722 0.050
## 1528   ND                          Wood Chipper India Pale Ale    1434 0.067
## 1529   NE                            1800 Big Log Wheat (2012)    1564 0.050
## 1530   NE                              Nebraska India Pale Ale    1148 0.065
## 1531   NE                                      Leatherhead Red    1889 0.052
## 1532   NE                                    467 Ethan's Stout    1012 0.050
## 1533   NE                                Pernicious Double IPA    1319 0.096
## 1534   NE                         Last Call Imperial Amber Ale    1320 0.080
## 1535   NE                               Brunette Nut Brown Ale    1146 0.048
## 1536   NE                               Cornstalker Dark Wheat     121    NA
## 1537   NE                              Golden Frau Honey Wheat     122 0.075
## 1538   NE                                       Hopluia (2004)     763    NA
## 1539   NE                            6-4-3 Double Play Pilsner    1303 0.052
## 1540   NE                                           Monkadelic    2236 0.042
## 1541   NE                                  Double Play Pilsner    1541    NA
## 1542   NE                                    1335 Wicked Snout     942 0.064
## 1543   NE                          Cropduster Mid-American IPA    1222 0.065
## 1544   NE                                    Cardinal Pale Ale    1145 0.057
## 1545   NE                                 Brewerhood Brown Ale    1321 0.055
## 1546   NE               N Street Drive-In 50th Anniversary IPA    1025    NA
## 1547   NE                                      Wick For Brains    1705 0.061
## 1548   NE                                     834 Happy As Ale     611 0.046
## 1549   NE                                       1327 Pod's ESB     888 0.056
## 1550   NE                                       EOS Hefeweizen    1147 0.048
## 1551   NE                543 Skull Creek Fresh Hopped Pale Ale     937 0.045
## 1552   NE                                       1327 Pod's ESB     612 0.056
## 1553   NE                                       1327 Pod's ESB     886 0.056
## 1554   NH                                          Hop Session    2572 0.050
## 1555   NH                                   Iron Mike Pale Ale     336 0.056
## 1556   NH                                 Boneshaker Brown Ale     337 0.055
## 1557   NH                            Blueberry Berliner Weisse    2571 0.055
## 1558   NH                                      4000 Footer IPA    2417 0.065
## 1559   NH                                          Summer Brew    2306 0.028
## 1560   NH                                      Berliner Weisse    2570 0.055
## 1561   NH                            Raspberry Berliner Weisse    2573 0.055
## 1562   NJ                                           Lucky Buck    1890 0.040
## 1563   NJ                                                077XX    1940 0.078
## 1564   NJ                                            Boat Beer    1439 0.042
## 1565   NJ                                  What the Butler Saw    2111 0.050
## 1566   NJ                             Monkey Chased the Weasel    1941 0.039
## 1567   NJ                                    1916 Shore Shiver    2110 0.069
## 1568   NJ                                              Epitome    2094 0.099
## 1569   NJ                                          Longhop IPA    1891 0.042
## 1570   NM                                Marble India Pale Ale     845 0.062
## 1571   NM                                  Imperial Java Stout     305 0.080
## 1572   NM                                       Marble Pilsner    1262 0.047
## 1573   NM                                 Santa Fe Oktoberfest     307    NA
## 1574   NM                               Santa Fe Irish Red Ale     599 0.045
## 1575   NM                                     Happy Camper IPA     217 0.066
## 1576   NM                                    Freestyle Pilsner     304 0.055
## 1577   NM                                            Saison 88    1519 0.055
## 1578   NM                                            Black IPA     967 0.071
## 1579   NM                                 Farmer's Tan Red Ale    1936 0.060
## 1580   NM                                 Milk Mustachio Stout    1937 0.065
## 1581   NM                                         Elevated IPA     664 0.072
## 1582   NM                                          Almanac IPA    1938 0.062
## 1583   NM                                     A Slice of Hefen    1741 0.054
## 1584   NV                Original Orange Blossom Ale (Current)      27 0.058
## 1585   NV                          Joseph James American Lager     467 0.052
## 1586   NV                          Tule Duck Red Ale (Current)      28 0.062
## 1587   NV                    Tour de Nez Belgian IPA (Current)     538 0.080
## 1588   NV                                 Roler Bock (Current)     504    NA
## 1589   NV                            Black Adder IBA (Current)     383 0.073
## 1590   NV                          Black Noddy Lager (Current)      26 0.052
## 1591   NV                           Very Noddy Lager (Current)      29 0.099
## 1592   NV                                            Weize Guy    2060 0.050
## 1593   NV                                 Hop Box Imperial IPA     468 0.093
## 1594   NV                             Fox Tail Gluten Free Ale     469 0.050
## 1595   NY                                         Toxic Sludge     939 0.070
## 1596   NY                            Saranac Pale Ale (16 oz.)     133 0.055
## 1597   NY                                            The Crisp    1388 0.054
## 1598   NY                                        Righteous Ale    1386 0.063
## 1599   NY                              Bomb Lager (New Recipe)     577 0.051
## 1600   NY                                        Bengali Tiger    1385 0.064
## 1601   NY                                                  Rad    2266 0.032
## 1602   NY                                               3Beans    1020 0.099
## 1603   NY                       Saranac Golden Pilsener (2003)     960 0.051
## 1604   NY                                Bronx Summer Pale Ale    1748 0.052
## 1605   NY                                  East India Pale Ale    1279 0.068
## 1606   NY                                   Autumnation (2013)    1591 0.067
## 1607   NY                                      Snapperhead IPA      51 0.068
## 1608   NY                             Heinnieweisse Weissebier      52 0.049
## 1609   NY                                    Porkslap Pale Ale      49 0.043
## 1610   NY                                            Cream Ale    2050 0.042
## 1611   NY                                        Toasted Lager     665 0.055
## 1612   NY                              Bomb Lager (Old Recipe)     513 0.045
## 1613   NY                                Blue Point Summer Ale     667 0.044
## 1614   NY                                       Our Legacy IPA    1831 0.065
## 1615   NY                                         Molotov Lite    2248 0.085
## 1616   NY                                              Abigale    2443 0.080
## 1617   NY                                       Our Legacy IPA    1135 0.065
## 1618   NY                            Saranac Summer Ale (2011)     453 0.047
## 1619   NY                                    Saranac White IPA     686 0.060
## 1620   NY                                    Moo Thunder Stout      50 0.049
## 1621   NY                                        Montauk Light    2024 0.035
## 1622   NY                      Hipster Ale (Westbrook Brewing)     640 0.055
## 1623   NY                                        KelSo Pilsner    1348 0.055
## 1624   NY                                 Blue Point White IPA     692 0.060
## 1625   NY                                       Saranac Shandy    1359 0.042
## 1626   NY                                       Upstate I.P.W.     381 0.065
## 1627   NY                              Brooklyn Lager (12 oz.)      65 0.052
## 1628   NY                                           Brownstone     778 0.059
## 1629   NY                                       Bronx Pale Ale    1037 0.063
## 1630   NY                                         Sweet Action    1387 0.052
## 1631   NY                      Hipster Ale (Two Roads Brewing)    1287 0.055
## 1632   NY                                        Global Warmer    1608 0.070
## 1633   NY                                        Sensi Harvest    1962 0.047
## 1634   NY                                              Bengali    2090 0.065
## 1635   NY                     Saranac Traditional Lager (2000)     957 0.048
## 1636   NY                     Common Sense Kentucky Common Ale     382 0.053
## 1637   NY                                             8 Barrel    2080 0.080
## 1638   NY                                               Diesel     525 0.063
## 1639   NY                             Dundee Summer Wheat Beer     457 0.045
## 1640   NY                                               Apollo     630 0.052
## 1641   NY                           Brooklyn Summer Ale (2011)     328 0.045
## 1642   NY                                 Bronx Black Pale Ale    1747 0.057
## 1643   NY                                        Nomader Weiss    2283 0.040
## 1644   NY                                                Resin     628 0.091
## 1645   NY                                            Harbinger     629 0.049
## 1646   NY                                               Hi-Res    1696 0.099
## 1647   NY                             Pomegranate Wheat (2008)     956 0.047
## 1648   NY                                        Driftwood Ale    1906 0.060
## 1649   NY                                KelSo Nut Brown Lager    1678 0.057
## 1650   NY                      Saranac Adirondack Light (2002)     959 0.045
## 1651   NY                         Autumnation (2011-12) (2011)     512 0.060
## 1652   NY                                 Blueberry Blonde Ale     773 0.050
## 1653   NY                                 KelSo India Pale Ale    1572 0.060
## 1654   NY                                   Montauk Summer Ale    1907 0.056
## 1655   NY                            Saranac Pale Ale (12 oz.)     150 0.055
## 1656   NY                                          Bikini Beer    1286 0.027
## 1657   NY                              Brooklyn Lager (16 oz.)      66 0.052
## 1658   NY                                               4Beans    2574 0.100
## 1659   NY                                  Brooklyn Summer Ale     756 0.045
## 1660   NY                          Manhattan Gold Lager (1990)     963    NA
## 1661   NY                                     DAX Light (1998)     958 0.045
## 1662   NY                                               Jammer    2479 0.042
## 1663   NY                                     The Crisp (2011)     425 0.054
## 1664   NY                                  East India Pale Ale     566 0.068
## 1665   NY                                 Righteous Ale (2011)     423 0.063
## 1666   NY                                          Oktoberfest    2079 0.055
## 1667   NY                                 Bengali Tiger (2011)     422 0.064
## 1668   NY                                  Sweet Action (2011)     424 0.052
## 1669   OH                                         Whitecap Wit    1882 0.048
## 1670   OH                                      Mystic Mama IPA     689 0.070
## 1671   OH                               Suncaster Summer Wheat    2427 0.050
## 1672   OH                                 Stone Fort Brown Ale    1768 0.053
## 1673   OH                                    Firefly Amber Ale     688 0.050
## 1674   OH                                     Golden Ratio IPA    1765 0.070
## 1675   OH                                          Happy Amber    1124 0.060
## 1676   OH                                                Truth    1852 0.072
## 1677   OH                                   Big Star White IPA    2424 0.070
## 1678   OH                                               Cougar    1851 0.048
## 1679   OH                               Brass Knuckle Pale Ale    2425 0.057
## 1680   OH                                             Hop Ryot    2363 0.065
## 1681   OH                                              Panther    1993 0.058
## 1682   OH                           Angry Orchard Apple Ginger    1294 0.050
## 1683   OH                                  Seiche Scottish Ale    1881 0.078
## 1684   OH                      Chomolungma Honey Nut Brown Ale     687 0.067
## 1685   OH                                                  Zen    1935 0.043
## 1686   OH                                          Psychopathy    1126 0.069
## 1687   OH                                          Galaxy High    2454 0.099
## 1688   OH                        Humulus Nimbus Super Pale Ale    1766 0.060
## 1689   OH                             Bleeding Buckeye Red Ale    1642 0.057
## 1690   OH                                         Gnarly Brown    1125 0.070
## 1691   OH                           Four String Vanilla Porter    2428 0.060
## 1692   OH                            Hop Stalker Fresh Hop IPA    2088 0.070
## 1693   OH                                           Trail Head    2089 0.063
## 1694   OH                                                 LIFT    1816 0.047
## 1695   OH                                                  Dad    2132 0.060
## 1696   OH                                             Lil SIPA    1771 0.050
## 1697   OH                            Angry Orchard Crisp Apple    1292 0.050
## 1698   OH                                                SPRYE    1815 0.050
## 1699   OH                                               Hustle    2452 0.057
## 1700   OH                         Seventh Son of a Seventh Son    2250 0.077
## 1701   OH                                    The Great Pumpcan    1994 0.079
## 1702   OH                             Cleveland Beer Week 2013    1627 0.053
## 1703   OH                                                Franz    1992 0.052
## 1704   OH                                         Thunder Snow    2133 0.085
## 1705   OH                              Hop Bomber Rye Pale Ale    1654 0.055
## 1706   OH                                           Flyin' Rye    2221 0.070
## 1707   OH                                              Ermal's    2223 0.054
## 1708   OH                               New Cleveland Palesner    2336 0.050
## 1709   OH                           Seventh Son Hopped Red Ale    1767 0.077
## 1710   OH                                          Sol Drifter    2209 0.043
## 1711   OH                                            Pure Fury    2451 0.055
## 1712   OH                      Bay of Bengal Double IPA (2014)    2440 0.089
## 1713   OH                                 Big Chuck Barleywine    1909 0.099
## 1714   OH                                               10 Ton    2222 0.070
## 1715   OH                                           Razz Wheat    2453 0.055
## 1716   OH                            Angry Orchard Crisp Apple    1293 0.050
## 1717   OH                                         Self Starter    2450 0.052
## 1718   OK                                     Choc Beer (2003)     781 0.040
## 1719   OK                                   Horny Toad Cerveza    2214 0.053
## 1720   OK                                           Gran Sport    2252 0.052
## 1721   OK                                         Native Amber    2213 0.063
## 1722   OK                                        Washita Wheat     420 0.053
## 1723   OK                                           Golden One    2207 0.068
## 1724   OK                                   Session '33 (2011)     699 0.040
## 1725   OK                                  Native Amber (2013)     170 0.063
## 1726   OK                             Dead Armadillo Amber Ale    1746 0.063
## 1727   OK                                   Mustang Golden Ale     421 0.053
## 1728   OK                                               Arjuna    2040 0.060
## 1729   OK                            Horny Toad Cerveza (2013)     169 0.053
## 1730   OK                                    Mustang Sixty-Six    1598 0.050
## 1731   OK                                             Uroboros    2039 0.085
## 1732   OK                                          Mustang '33     862 0.040
## 1733   OK                                           12th Round    1577 0.076
## 1734   OK                                    Polar Night Stout    1575 0.080
## 1735   OK                                        RoughTail IPA    1576 0.070
## 1736   OK                                               F5 IPA    1442 0.068
## 1737   OR                                             Pub Beer    1436 0.050
## 1738   OR                         Abominable Winter Ale (2012)     916 0.073
## 1739   OR                                            HUB Lager     658 0.051
## 1740   OR                                  Hopworks IPA (2012)     653 0.066
## 1741   OR                                        Nice Rack IPA    1282 0.055
## 1742   OR                                       P-Town Pilsner    2403 0.040
## 1743   OR                                   Klickitat Pale Ale    2402 0.053
## 1744   OR                             Yellow Wolf Imperial IPA    2401 0.082
## 1745   OR                                     Caldera Pale Ale    1419 0.056
## 1746   OR                                      Lawnmower Lager     878 0.039
## 1747   OR                                      Double D Blonde    2195 0.049
## 1748   OR                                     Frankenlou's IPA     918 0.070
## 1749   OR                             Becky's Black Cat Porter     917 0.070
## 1750   OR                                     Post Time Kölsch    2204 0.050
## 1751   OR                                      Peaches & Cream    1731 0.046
## 1752   OR                                          Ginja Ninja    2318 0.060
## 1753   OR                                        Cherried Away    2170 0.060
## 1754   OR                                         Rhubarbarian    2169 0.060
## 1755   OR                                          BrightCider    1502 0.060
## 1756   OR                              Hopportunity Knocks IPA    2315 0.068
## 1757   OR                                    Pilot Rock Porter    1808 0.060
## 1758   OR                                  Ultra Gnar Gnar IPA    2323 0.067
## 1759   OR                            In-Tents India Pale Lager    2189 0.068
## 1760   OR                             Ashland Amber Ale (2009)     794 0.054
## 1761   OR                                   Caldera IPA (2009)     793 0.061
## 1762   OR                                   Trolley Stop Stout    1580 0.057
## 1763   OR                            Bitter Bitch Imperial IPA     980 0.082
## 1764   OR                                     Poop Deck Porter     979 0.062
## 1765   OR                              Old Red Beard Amber Ale     978 0.060
## 1766   OR                              Caldera Pale Ale (2007)     788 0.056
## 1767   OR                              Caldera Pale Ale (2011)      38 0.056
## 1768   OR                                    Ashland Amber Ale      37 0.054
## 1769   OR                                          Caldera IPA      36 0.061
## 1770   OR                              Hop in the ‘Pool Helles    2404 0.049
## 1771   OR                             Next Adventure Black IPA    1566 0.062
## 1772   OR                                Occidental Hefeweizen    2192 0.047
## 1773   OR                                    Lost Meridian Wit    2188 0.050
## 1774   OR              Celestial Meridian Cascadian Dark Lager    2187 0.051
## 1775   OR                                       Survival Stout    2200 0.058
## 1776   OR                                         Hopworks IPA    2199 0.066
## 1777   OR                                Abominable Winter Ale    2193 0.073
## 1778   OR                                          Happy Cider    1467 0.055
## 1779   OR                                   Couch Select Lager    2196 0.050
## 1780   OR                                    Na Zdraví Pilsner    1283 0.048
## 1781   OR                                 Mjolnir Imperial IPA     682 0.069
## 1782   OR                                Fearless Scottish Ale     112 0.050
## 1783   OR                                         Java the Hop    1803 0.065
## 1784   OR                                      Nonstop Hef Hop    2392 0.039
## 1785   OR                                      Nonstop Hef Hop    2391 0.039
## 1786   OR                                    Occidental Dunkel    1130 0.051
## 1787   OR                                   Occidental Altbier    1129 0.050
## 1788   OR                                           Worthy IPA    2194 0.069
## 1789   OR                                           Hefe Lemon    1838 0.049
## 1790   OR                                         Loki Red Ale    2191 0.075
## 1791   OR                                    Worthy IPA (2013)    1512 0.069
## 1792   OR                        Quaff India Style Session Ale    1022 0.051
## 1793   OR                                  Loki Red Ale (2013)     895 0.075
## 1794   OR                                      Nonstop Hef Hop    2395 0.039
## 1795   OR                                      Nonstop Hef Hop    2394 0.039
## 1796   OR                                      Nonstop Hef Hop    2393 0.039
## 1797   OR                                 Sweet As Pacific Ale    1108 0.060
## 1798   OR           Old Grogham Imperial India Pale Ale (2012)     747 0.085
## 1799   OR                                      Nonstop Hef Hop    2390 0.039
## 1800   OR                                      Nonstop Hef Hop    2389 0.039
## 1801   OR                                    Occidental Kölsch    1081 0.045
## 1802   OR                                        Yellow Collar    1372 0.059
## 1803   OR                                         Green Collar    1371 0.059
## 1804   OR                        Granny Smith Hard Apple Cider    1465 0.069
## 1805   OR                                 Dry Hard Apple Cider    1464 0.069
## 1806   OR                                      Nonstop Hef Hop    2396 0.039
## 1807   OR                                   Rise-Up Red (2014)    1085 0.058
## 1808   OR                                         The Optimist    2171 0.062
## 1809   OR                                  Suicide Squeeze IPA    1911 0.045
## 1810   OR                                        Descender IPA    1109 0.070
## 1811   OR                  Old Grogham Imperial India Pale Ale    1265 0.085
## 1812   OR                                     3-Way IPA (2013)    1515 0.067
## 1813   OR                            Tender Loving Empire NWPA    1214 0.058
## 1814   OR                                          Rise Up Red    2388 0.058
## 1815   OR                             Sunrise Oatmeal Pale Ale     562 0.055
## 1816   OR                                      Easy Day Kolsch    1514 0.045
## 1817   OR                 Lights Out Vanilla Cream Extra Stout    1513 0.077
## 1818   OR                                           Hefe Black    1837 0.049
## 1819   OR                          Pigwar White India Pale Ale    1398 0.060
## 1820   OR                                            Quick WIT    2172 0.052
## 1821   OR                              Caldera Pale Ale (2005)     789 0.056
## 1822   OR                Mac's Scottish Style Amber Ale (2000)     961 0.051
## 1823   OR                                Alphadelic IPA (2011)     499 0.065
## 1824   OR                               Double D Blonde (2011)     498 0.049
## 1825   OR                                    Knotty Blonde Ale    2319 0.040
## 1826   OR                            Fivepine Chocolate Porter    2317 0.062
## 1827   OR                           Quick Wit Belgianesque Ale     674 0.052
## 1828   OR                                          Worthy Pale    1511 0.060
## 1829   OR                                       Cavatica Stout     552 0.088
## 1830   OR                                           1811 Lager     319 0.051
## 1831   OR                                           Vortex IPA     318 0.074
## 1832   OR                                        Watershed IPA    2331 0.067
## 1833   OR                              Caldera Pale Ale (2009)     790 0.056
## 1834   OR                                   Oakshire Amber Ale    1669 0.054
## 1835   OR                              Overcast Espresso Stout    1668 0.058
## 1836   OR                                    Hoodoo Voodoo IPA    2316 0.062
## 1837   OR                                      Nonstop Hef Hop    2397 0.039
## 1838   OR                              CuDa Cascadian Dark Ale    1536 0.074
## 1839   OR                       CuDa Cascadian Dark Ale (2012)     746 0.074
## 1840   OR                                          Proxima IPA    1543 0.063
## 1841   OR                              Undun Blonde Ale (2012)     654 0.053
## 1842   OR                                           Hard Cider    2483 0.068
## 1843   OR                                  Festeroo Winter Ale    1605 0.078
## 1844   OR                     Mac's Highlander Pale Ale (2000)     962 0.050
## 1845   OR                                   Cascadian Dark Ale    1393 0.060
## 1846   OR                           Widmer Brothers Hefeweizen    1836 0.049
## 1847   OR                             Rogue American Amber Ale    1860 0.051
## 1848   OR                                     Undun Blonde Ale    1537 0.053
## 1849   OR                                       Alphadelic IPA    1353 0.065
## 1850   OR                               Double D Blonde (2013)    1390 0.049
## 1851   OR                                 Watershed IPA (2013)     999 0.067
## 1852   OR                             Mountain Rescue Pale Ale    2205 0.055
## 1853   OR                                      Nonstop Hef Hop    2398 0.039
## 1854   OR                                       Totally Radler    2482 0.027
## 1855   OR                              Caldera Pale Ale (2010)     791 0.056
## 1856   OR                                   541 American Lager    1354 0.048
## 1857   OR                                      Nonstop Hef Hop    2399 0.039
## 1858   OR                                     Wheat the People     893 0.044
## 1859   OR                                 Mirror Pond Pale Ale    1210 0.050
## 1860   OR                                   Caldera IPA (2007)     792 0.061
## 1861   OR                                      Nonstop Hef Hop    2400 0.039
## 1862   PA                                      Babbling Blonde    1103 0.053
## 1863   PA                                      Yunkin' Punkin'    1600 0.055
## 1864   PA                             Station 33 Firehouse Red    1305 0.055
## 1865   PA                                         Kiss Off IPA    1782 0.063
## 1866   PA                                         Festivus (1)    1628 0.072
## 1867   PA                                  Hopsmith Pale Lager    1828 0.060
## 1868   PA                                             Pilzilla    1488 0.075
## 1869   PA                               OH-PA Session Pale Ale    1878 0.048
## 1870   PA                                       Good Vibes IPA    1603 0.073
## 1871   PA                                      Alpha Blackback    1841 0.072
## 1872   PA                                     Patrick's Poison    1877 0.080
## 1873   PA                                             Gran Met    1729 0.092
## 1874   PA                            Belgian Style Session Ale    1625 0.045
## 1875   PA                                       American Light    2231 0.032
## 1876   PA                                             Hop Lace    1879 0.062
## 1877   PA                                       American Amber    2232 0.041
## 1878   PA                                        American Hero    1688 0.057
## 1879   PA                                  Dog Days Summer Ale    1552 0.045
## 1880   PA                                         Manayunk IPA    1624 0.055
## 1881   PA                               Troegenator Doublebock    1510 0.082
## 1882   PA                               Falling Down Brown Ale    1487 0.065
## 1883   PA                                        Rudolph's Red    1764 0.081
## 1884   PA                               Maxwell's Scottish Ale    1102 0.051
## 1885   PA                                     Royal Weisse Ale      22 0.056
## 1886   PA                                            Passenger    2298 0.047
## 1887   PA                                 Manayunk Oktoberfest    1626 0.067
## 1888   PA                        All Aboard! Anniversary Stout    1880 0.071
## 1889   PA                                       Headless Wylie    2049 0.080
## 1890   PA                                         Adam's Stout    1832 0.058
## 1891   PA                                       American Lager    2233 0.041
## 1892   PA                                 Original Slacker Ale    1842 0.056
## 1893   PA                                        Perpetual IPA    1509 0.075
## 1894   PA                                            Paleo IPA    1307 0.060
## 1895   PA                                 Celestial Blonde Ale     900 0.065
## 1896   PA                                    Slimy Pebble Pils    1304 0.045
## 1897   PA                                            Lionshead    2455 0.045
## 1898   PA                                 Resolution Rye Stout    1486 0.068
## 1899   PA                                        Pikeland Pils      21 0.049
## 1900   PA                               Wynona's Big Brown Ale    1730 0.075
## 1901   PA                              White Magick of the Sun    1769 0.079
## 1902   PA                                           Dayman IPA    2048 0.050
## 1903   PA                                    Oktoberfest Lager     166 0.058
## 1904   PA                                     Buck Snort Stout    1306 0.061
## 1905   PA                                Straub Beer (Current)    2369 0.050
## 1906   PA                                        Sunshine Pils    2203 0.045
## 1907   PA                                           Sanctified    2249 0.099
## 1908   PA                                          Schweet Ale    1687 0.052
## 1909   PA                        Lancaster German Style Kölsch     195 0.048
## 1910   PA                           Hala Kahiki Pineapple Beer    1098 0.048
## 1911   PA                                      Summer Paradise    1484 0.050
## 1912   PA                                              113 IPA      24 0.070
## 1913   PA                                     Phoenix Pale Ale      20 0.051
## 1914   PA                                        One Nut Brown    1834 0.047
## 1915   PA                                         Hop Farm IPA    1833 0.058
## 1916   PA                                 Seven Gates Pale Ale    1587 0.056
## 1917   PA                                 Odyssey Imperial IPA     894 0.084
## 1918   PA                                    Jack's Hard Cider     823 0.051
## 1919   PA                                              Sundown    2304 0.071
## 1920   PA                                        Homefront IPA    2305 0.060
## 1921   PA                                          Madra Allta    1675 0.064
## 1922   PA                                  Helles Golden Lager    1123 0.049
## 1923   PA                                     Keeper (Current)    1612 0.050
## 1924   PA                                         Dunkel Lager      23 0.053
## 1925   PA                                         Mango Ginger    2299 0.058
## 1926   PA                                             RT Lager    1100 0.055
## 1927   PA                                         Overbite IPA     891 0.075
## 1928   PA                    Sly Fox Christmas Ale 2012 (2012)     926 0.055
## 1929   PA                               Rumspringa Golden Bock     392 0.066
## 1930   PA                               Fear of a Brett Planet    2053 0.051
## 1931   PA                                       Grateful White    1101 0.061
## 1932   PA                           Sly Fox Christmas Ale 2013    1588 0.055
## 1933   PA                                    Voodoo Love Child    1770 0.092
## 1934   PA                               Nitro Can Coffee Stout    2411 0.052
## 1935   PA                                          Oktoberfest    2373 0.062
## 1936   PA                                                 1492    2300 0.065
## 1937   PA                                        Nugget Nectar    2444 0.075
## 1938   PA                                  360° India Pale Ale    1211 0.062
## 1939   PA                                   Inclined Plane Ale     520    NA
## 1940   PA                                            Provision    1835 0.042
## 1941   PA                                  Monk from the 'Yunk    1356 0.090
## 1942   PA                                     Schuylkill Punch    1355 0.060
## 1943   PA                                      Trauger Pilsner    1757 0.048
## 1944   PA                                  Dreamin' Double IPA    1334 0.085
## 1945   PA                                        Helen's Blend    1405 0.050
## 1946   PA                                      T-Rail Pale Ale     509 0.055
## 1947   PA                                      Endless Sun Ale    1381 0.045
## 1948   PA                                     Irregardless IPA    1686 0.065
## 1949   PA                            Endless Summer Ale (2011)     508 0.048
## 1950   PA                                        Fort Pitt Ale    2322    NA
## 1951   PA                              Duluchan India Pale Ale    1249 0.056
## 1952   PA                                          Better Half    1611 0.068
## 1953   PA                                     Plowshare Porter    1485 0.055
## 1954   PA                                              Jah Mon    2579 0.050
## 1955   PA                                      Old Wylie's IPA    1099 0.062
## 1956   PA                                          Troegenator    2445 0.082
## 1957   PA                                      County Line IPA    1758 0.066
## 1958   PA                                Old Forge Pumpkin Ale    1394 0.046
## 1959   PA                                             Grisette    1363 0.056
## 1960   PA                         Bermuda Triangle Ginger Beer    1554 0.045
## 1961   PA                        Dock Street Amber Beer (1992)     944    NA
## 1962   RI                               Narragansett Cream Ale     580 0.050
## 1963   RI                   Flying Jenny Extra Pale Ale (2012)     693 0.060
## 1964   RI                              Raincloud Robust Porter     982 0.065
## 1965   RI                                         Backyahd IPA     983 0.060
## 1966   RI                               Autumn Winds Fest Beer    2461 0.058
## 1967   RI                           Hurricane Amber Ale (2004)     751 0.052
## 1968   RI                        Leaning Chimney Smoked Porter     984 0.060
## 1969   RI                                  Hurricane Amber Ale     120 0.052
## 1970   RI                                         Flagship Ale     631 0.049
## 1971   RI                           Autocrat Coffee Milk Stout    1775 0.053
## 1972   RI                      Bring Back the Beach Blonde Ale    1185 0.055
## 1973   RI                              Narragansett Summer Ale     403 0.042
## 1974   RI                                        Bohemian Pils    2224 0.052
## 1975   RI                        Narragansett Bohemian Pilsner    1291 0.086
## 1976   RI                                    Newport Storm IPA    2437 0.065
## 1977   RI                                    Narragansett Bock     315 0.065
## 1978   RI                                  Narragansett Porter     316 0.070
## 1979   RI                               Rhode Island Blueberry    2438 0.046
## 1980   RI                       La Ferme Urbaine Farmhouse Ale    1899 0.078
## 1981   RI                           Hazy Day Belgian-Style Wit    1186 0.040
## 1982   RI                          Flying Jenny Extra Pale Ale    1505 0.060
## 1983   RI                              Narragansett Fest Lager     314 0.055
## 1984   RI                                   Captain's Daughter    2044 0.085
## 1985   RI                                        Gansett Light    2345 0.037
## 1986   RI                              Narragansett Summer Ale    1093 0.042
## 1987   RI                         Barstool American Golden Ale     981 0.045
## 1988   RI                                         Autumn Winds    1567 0.058
## 1989   SC                                             Boy King    2652 0.097
## 1990   SC                                               HopArt    2653 0.077
## 1991   SC                                        Westbrook IPA     575 0.068
## 1992   SC                                             Dead Arm    2655 0.060
## 1993   SC                                           White Thai     576 0.050
## 1994   SC                                       Westbrook Gose    1312 0.040
## 1995   SC                                            White Ale     165 0.046
## 1996   SC                                      32°/50° Kölsch     2654 0.048
## 1997   SC                                             One Claw    1542 0.055
## 1998   SC                                             Rye Knot    2656 0.062
## 1999   SC                                       Smoking Mirror    2030 0.055
## 2000   SC                                        Nut Brown Ale     646 0.054
## 2001   SC                                           Blackbeard    2657 0.093
## 2002   SC                                        Golden Fleece    2031 0.045
## 2003   SD                                             Mjöllnir    1804 0.066
## 2004   SD                                     Canyon Cream Ale     542 0.055
## 2005   SD                                        11th Hour IPA     271 0.060
## 2006   SD                                   Pile O'Dirt Porter     272 0.069
## 2007   SD                               Easy Livin' Summer Ale    1301 0.045
## 2008   SD                            Red Water Irish Style Red    2145 0.065
## 2009   SD                             Bear Butte Nut Brown Ale    1602 0.055
## 2010   TN                                    Big River Pilsner     643 0.050
## 2011   TN                                          Thunder Ann    1793 0.055
## 2012   TN                                Ananda India Pale Ale    1470 0.062
## 2013   TN                                            Tiny Bomb    1469 0.045
## 2014   TN                                             Tarasque    2047 0.059
## 2015   TN                                      House Brand IPA     632 0.060
## 2016   TX                                     Quakertown Stout    1333 0.092
## 2017   TX                                      Special Release    2210    NA
## 2018   TX                                   Barn Burner Saison    1068 0.066
## 2019   TX                                            Twisted X    2212 0.051
## 2020   TX                                        Broken Bridge    2117 0.056
## 2021   TX                                           Gone A-Rye    2600 0.085
## 2022   TX                                            Lobo Lito    2238 0.040
## 2023   TX                               Sympathy for the Lager     465 0.049
## 2024   TX                                   Double Brown Stout    1203 0.070
## 2025   TX                             Hopadillo India Pale Ale     463 0.066
## 2026   TX                                     Karbachtoberfest    1458 0.055
## 2027   TX                                              Rye Wit    2522 0.042
## 2028   TX                                  Deep Ellum Pale Ale    1827 0.060
## 2029   TX                                     Humbucker Helles    2367 0.047
## 2030   TX                                  Big Bend Hefeweizen    1155 0.056
## 2031   TX                               Rodeo Clown Double IPA     666 0.095
## 2032   TX                                       El Chingon IPA    1874 0.076
## 2033   TX                          Robert Earl Keen Honey Pils    2144 0.050
## 2034   TX                      Sir William's English Brown Ale    2127 0.049
## 2035   TX                                          First Stand    2119 0.055
## 2036   TX                                              Walloon    2267 0.055
## 2037   TX                                           Pearl-Snap     341 0.053
## 2038   TX                              La Frontera Premium IPA    1158 0.078
## 2039   TX                              Greenbelt Farmhouse Ale    1332 0.051
## 2040   TX                     Pete's Wicked Summer Brew (2002)    1055 0.047
## 2041   TX                                          Tejas Lager    1157 0.047
## 2042   TX                                Lakefire Rye Pale Ale    2126 0.055
## 2043   TX                        Firemans #4 Blonde Ale (2015)     830 0.051
## 2044   TX                                             Evil Owl    2167 0.052
## 2045   TX                     Pete's Wicked Summer Brew (1997)    1054 0.047
## 2046   TX                   Love Street Summer Seasonal (2014)    1235 0.047
## 2047   TX                       Monarch Classic American Wheat    2129 0.043
## 2048   TX                                            Kol' Beer    1969 0.050
## 2049   TX                                      Mother in Lager    1560 0.058
## 2050   TX                                        Neato Bandito    2371 0.060
## 2051   TX                       Elliott's Phoned Home Pale Ale    1182 0.051
## 2052   TX                                             Skylight    2043 0.056
## 2053   TX                                         More Cowbell    2123 0.090
## 2054   TX                Pete's Wicked Bohemian Pilsner (1997)    1060 0.049
## 2055   TX                     Pete's Wicked Summer Brew (1996)    1053 0.047
## 2056   TX                                         Weisse Versa     464 0.052
## 2057   TX                                           Chupahopra    2458 0.075
## 2058   TX                                       The Green Room    2372 0.060
## 2059   TX                             Weekend Warrior Pale Ale    1557 0.055
## 2060   TX                                         Summer's Wit    2124 0.060
## 2061   TX                                            Slow Ride    2069 0.048
## 2062   TX                                      6 String Saison    1970 0.080
## 2063   TX                                  Four Squared (2015)    1086 0.060
## 2064   TX                                          Battle LIne    2118 0.063
## 2065   TX                                  There Will Be Stout    1231 0.065
## 2066   TX                                       Terlingua Gold    1154 0.060
## 2067   TX                                The One They Call Zoe    1004 0.051
## 2068   TX                                  Weisse Versa (2012)    2374 0.052
## 2069   TX                               Rye Pils Session Lager    1161 0.046
## 2070   TX                                               Brutus    2116 0.071
## 2071   TX                                           Local Buzz    1872 0.052
## 2072   TX                                          Little Boss    2489    NA
## 2073   TX                             Dream Crusher Double IPA    2166 0.085
## 2074   TX                                       Rubberneck Red    2197 0.050
## 2075   TX                                  London Homesick Ale    2071 0.049
## 2076   TX                                     Bombshell Blonde      44 0.050
## 2077   TX                        Pete's Wicked Pale Ale (1997)    1056    NA
## 2078   TX                                             Original    2523 0.068
## 2079   TX                            Block Party Robust Porter    1873 0.057
## 2080   TX                                       Fire Eagle IPA     343 0.062
## 2081   TX                              The Sword Iron Swan Ale    1290 0.059
## 2082   TX                                   Pine Belt Pale Ale    2387 0.065
## 2083   TX                                         Lake Monster    2247 0.082
## 2084   TX                                           Van Dayum!    2488    NA
## 2085   TX                                       Le Mort Vivant    1740 0.069
## 2086   TX                                        Luchesa Lager    2070 0.048
## 2087   TX                                      The Lawn Ranger    1050 0.050
## 2088   TX                                 Scruffy's Smoked Alt    1584 0.051
## 2089   TX                                                 1836    2125 0.060
## 2090   TX                                        OktoberFiesta    2527 0.053
## 2091   TX                                     Number 22 Porter    1156 0.064
## 2092   TX                                     Bombshell Blonde     856 0.050
## 2093   TX                                           Soul Doubt    2521 0.059
## 2094   TX                                            Cow Creek    2588 0.054
## 2095   TX                                          Dankosaurus    2052 0.068
## 2096   TX                                        Farmhouse Wit    1202 0.048
## 2097   TX                                        Spirit Animal    2487    NA
## 2098   TX                                 Oak Cliff Coffee Ale    2251 0.075
## 2099   TX                                   The Imperial Texan    1234 0.080
## 2100   TX                     Pete's Wicked Summer Brew (1995)    1061 0.047
## 2101   TX                                    Hans' Pils (2015)    1091 0.053
## 2102   TX                                       Pinata Protest    2525 0.060
## 2103   TX                                        Pretzel Stout    2268 0.065
## 2104   TX                                            Texicali     2526 0.065
## 2105   TX                                     Bat Outta Helles    2524 0.042
## 2106   TX                              Pete's ESP Lager (1998)    1062 0.051
## 2107   TX                                        Black Thunder     340 0.052
## 2108   TX                        Firemans #4 Blonde Ale (2013)    1718 0.051
## 2109   TX                                           LuckenBock    1972 0.070
## 2110   TX                     Day Break 4-Grain Breakfast Beer    1233 0.050
## 2111   TX                                      Professor Black    2490    NA
## 2112   TX                                 Texas Pale Ale (TPA)    1971 0.055
## 2113   TX                                   The Imperial Texan    2120 0.080
## 2114   TX                                   River House Saison    1232 0.050
## 2115   TX                                  Valkyrie Double IPA    1497 0.092
## 2116   TX                                 PRO-AM (2012) (2012)     853 0.099
## 2117   TX                           Green House India Pale Ale    1501 0.070
## 2118   TX                                          River House    2308 0.050
## 2119   TX                                   Yo Soy Un Berliner    2520 0.044
## 2120   TX                                               BLAKKR    1861 0.099
## 2121   TX                                           Peacemaker     342 0.051
## 2122   TX                                 Buried Hatchet Stout      46 0.083
## 2123   TX                                     Red Cockaded Ale    1728 0.085
## 2124   TX                                       Deep Ellum IPA     943 0.070
## 2125   TX                                   Pine Belt Pale Ale      45 0.065
## 2126   TX            Heavy Machinery IPA Series #1: Heavy Fist    1409 0.070
## 2127   TX                                         White (2015)    2211 0.046
## 2128   TX                                18th Anniversary Gose    2370 0.044
## 2129   TX                                           Alteration     502 0.051
## 2130   TX                                        Rahr's Blonde    2269 0.046
## 2131   TX                                       Porter Culture    2357 0.065
## 2132   TX                                        Dallas Blonde     946 0.052
## 2133   TX                              Pride of Texas Pale Ale    2229 0.058
## 2134   TX                                        Oklahoma Suks    2350 0.048
## 2135   TX                                         Infamous IPA    2038 0.070
## 2136   TX                                             Pale Dog     501 0.060
## 2137   TX                                              Kadigan    2042 0.056
## 2138   TX                                          Dammit Jim!    2041 0.052
## 2139   TX                                Le Mort Vivant (2011)     555 0.069
## 2140   TX                                        White Rabbit     1904 0.059
## 2141   TX                                        Old Potentate    1010 0.072
## 2142   TX                              Red Cockaded Ale (2013)    1011 0.085
## 2143   TX                                               Hijack    1774 0.055
## 2144   TX                                        Power & Light    2301 0.055
## 2145   TX                                       Walloon (2014)     691 0.055
## 2146   UT                               Devastator Double Bock    1824 0.080
## 2147   UT                  Wasatch Ghostrider White IPA (2014)    1682 0.060
## 2148   UT                   Squatters Full Suspension Pale Ale    1826 0.040
## 2149   UT                                   Cutthroat Pale Ale    1088 0.040
## 2150   UT                                     Dead Horse Amber     902 0.040
## 2151   UT                                   Trader Session IPA    1925 0.040
## 2152   UT                         Wasatch Ghostrider White IPA    1823 0.060
## 2153   UT                                Bohemian Export Lager    1607 0.060
## 2154   UT                                                SUM'R    1212 0.040
## 2155   UT                           Rocket Bike American Lager     645 0.040
## 2156   UT                   Squatters Full Suspension Pale Ale    1679 0.040
## 2157   UT                                Altus Bohemes Altbier    1597 0.053
## 2158   UT                                  WYLD Extra Pale Ale     974 0.040
## 2159   UT                                         Hop Nosh IPA    1723 0.073
## 2160   UT                                               PUNK'N    2310 0.050
## 2161   UT                           Wasatch Apricot Hefeweizen    1681 0.040
## 2162   UT               Squatters Hop Rising Double IPA (2014)    1680 0.090
## 2163   UT                           Squeaky Bike Nut Brown Ale    1476 0.040
## 2164   UT                                          Cherny Bock     344 0.040
## 2165   UT                                       Viennese Lager      88 0.050
## 2166   UT                               Yard Sale Winter Lager    2100 0.040
## 2167   UT                      Squatters Hop Rising Double IPA    1825 0.090
## 2168   UT                                 Hop Notch IPA (2013)    1089 0.073
## 2169   UT                                Johnny's American IPA     644 0.040
## 2170   UT                                        Czech Pilsner      89 0.050
## 2171   UT                             Organic Baba Black Lager    1097 0.040
## 2172   VA                                           Alter Ego     2405 0.062
## 2173   VA                                       Hydraulion Red    1913 0.053
## 2174   VA                           Wild Wolf American Pilsner    1195 0.045
## 2175   VA                                Main St. Virginia Ale    1248 0.050
## 2176   VA                                         Murphy's Law    2406 0.058
## 2177   VA                                       Black Me Stout    2056 0.060
## 2178   VA                                     Bravo Four Point    2051 0.044
## 2179   VA                                          40 Mile IPA    1912 0.060
## 2180   VA                                   Stickin' In My Rye    2057 0.070
## 2181   VA                                   Ray Ray’s Pale Ale    1247 0.052
## 2182   VA                                            Alpha Ale    1194 0.051
## 2183   VA                                        Killer Kolsch    2055 0.050
## 2184   VA                                         Blonde Hunny    2253 0.068
## 2185   VA                                     Steel Wheels ESB    1546 0.065
## 2186   VA                                Striped Bass Pale Ale    1201 0.052
## 2187   VA                          Blue Mountain Classic Lager    1545 0.053
## 2188   VA                                     The Great Return    1677 0.075
## 2189   VA                                          Missile IPA    1933 0.070
## 2190   VA                                       Face Plant IPA    1309 0.062
## 2191   VA                                 Full Nelson Pale Ale    1547 0.059
## 2192   VA                                  Hoptopus Double IPA    1806 0.088
## 2193   VA                                           Starr Pils    1544 0.042
## 2194   VA                                Rhino Chasers Pilsner    1308 0.056
## 2195   VA                                         Red Clay IPA    1206 0.070
## 2196   VA                                           Rule G IPA    2407 0.070
## 2197   VA                       Northern Lights India Pale Ale     368 0.065
## 2198   VA                          Full Nelson Pale Ale (2010)     119 0.059
## 2199   VA                                               Festie     369 0.048
## 2200   VA                               Chin Music Amber Lager    1839 0.045
## 2201   VA                                       Flying Mouse 4    2566 0.070
## 2202   VA                       Northern Lights India Pale Ale    1205 0.065
## 2203   VA                               Capital Trail Pale Ale    1270 0.056
## 2204   VA                                  Hardywood Cream Ale    1331 0.044
## 2205   VA                                   Troopers Alley IPA    1676 0.059
## 2206   VA                                       Flying Mouse 8    2567 0.040
## 2207   VA               Wild Wolf Wee Heavy Scottish Style Ale    1318 0.057
## 2208   VA                                            Dam Lager    1207 0.045
## 2209   VA                                           Kölsch 151    1408 0.049
## 2210   VA                                Main St. Virginia Ale    2377 0.050
## 2211   VA                                  Track 1 Amber Lager    1330 0.045
## 2212   VT                                      Vermont Pilsner    2583 0.048
## 2213   VT                                        Second Fiddle    1929 0.082
## 2214   VT                                Mosaic Single Hop IPA    2582 0.055
## 2215   VT                              Curious Traveler Shandy    1732 0.044
## 2216   VT                                           Mastermind    2289 0.081
## 2217   VT                                   Long Trail Ale (1)     573 0.046
## 2218   VT                                         Hodad Porter    1858 0.055
## 2219   VT                                             Just IPA    1749 0.046
## 2220   VT                                                   #9    1813 0.051
## 2221   VT                                           Hyzer Flip    2027 0.082
## 2222   VT                                           Double Bag    1090 0.072
## 2223   VT                                         Petit Mutant    1916 0.060
## 2224   VT                                       Long Trail IPA    1926 0.059
## 2225   VT                                          The Crusher    1915 0.096
## 2226   VT                                                 Gose    2584 0.046
## 2227   VT                                       Long Trail Ale    1924 0.046
## 2228   VT                                         Heady Topper     379 0.080
## 2229   VT                                Fresh Slice White IPA    1908 0.055
## 2230   VT                          Overgrown American Pale Ale    1946 0.055
## 2231   VT                           Woodchuck Amber Hard Cider     822 0.050
## 2232   VT                                         Heady Topper    1111 0.080
## 2233   VT                                         Focal Banger    1810 0.070
## 2234   VT                                            Beelzebub    1914 0.080
## 2235   VT                                     Blackbeary Wheat     574 0.040
## 2236   VT                                                   #9     360 0.051
## 2237   VT                                          Elder Betty    1113 0.055
## 2238   VT                                          Lost Galaxy    2581 0.045
## 2239   WA                                       Supergoose IPA    1857 0.069
## 2240   WA                                          Clem's Gold    1530 0.053
## 2241   WA                                   Panorama Wheat Ale     451 0.046
## 2242   WA                                       Interurban IPA     857 0.065
## 2243   WA                                        Underachiever    1039 0.050
## 2244   WA                             Hale's Pale American Ale    1440 0.047
## 2245   WA                                 Dusty Trail Pale Ale    1474 0.054
## 2246   WA                                           Havanüther    1526 0.041
## 2247   WA                                            Aslan IPA    1639 0.077
## 2248   WA                                          P-51 Porter     761 0.080
## 2249   WA                                      Country Boy IPA    1504 0.062
## 2250   WA                                  Universale Pale Ale     858 0.056
## 2251   WA                                     Day Hike Session    2235 0.041
## 2252   WA                                 Dottie Seattle Lager     673 0.049
## 2253   WA                                             Damnesia    1473 0.062
## 2254   WA                                             Brünette    1527 0.042
## 2255   WA                                    Field 41 Pale Ale     965 0.044
## 2256   WA                                              Ace IPA     762 0.074
## 2257   WA                                   Fremont Summer Ale     875 0.065
## 2258   WA                                        The 12th Can™    1615 0.045
## 2259   WA                                          Aslan Amber    1638 0.077
## 2260   WA                            Haywire Hefeweizen (2010)      82 0.052
## 2261   WA                                   Copper Hook (2011)     339 0.058
## 2262   WA                                         Aslan Kölsch    1640 0.048
## 2263   WA                                Ballz Deep Double IPA      47 0.084
## 2264   WA                                          Harvest Ale     901 0.065
## 2265   WA                                       Oak Aged Cider    1503 0.065
## 2266   WA                                          Lizzy's Red    1529 0.055
## 2267   WA                           Immersion Amber Ale (2011)     518 0.052
## 2268   WA                                       Dry Hard Cider    1415 0.065
## 2269   WA                              Evolutionary IPA (2011)     505 0.062
## 2270   WA                                       Abominable Ale     994 0.080
## 2271   WA                Little Sister India Style Session Ale    2292 0.043
## 2272   WA                                     Persnickety Pale     560 0.057
## 2273   WA                                 Hilliard's Amber Ale     497 0.055
## 2274   WA                              Evolutionary IPA (2012)    1173 0.062
## 2275   WA                                    Hilliard's Saison     496 0.066
## 2276   WA                             Fremont Organic Pale Ale    1116 0.045
## 2277   WA                                     British Pale Ale      48 0.054
## 2278   WA                                      Long Hammer IPA     945 0.065
## 2279   WA                              British Pale Ale (2010)     866 0.054
## 2280   WA                                      Long Hammer IPA     583 0.065
## 2281   WA                                            Dry Cider    1416 0.065
## 2282   WA                 77 Fremont Select Spring Session IPA    1174 0.040
## 2283   WA                            Three Skulls Ale Pale Ale    1226 0.063
## 2284   WA                             Topcutter India Pale Ale     966 0.068
## 2285   WA                                          Oatmeal PSA    1162 0.050
## 2286   WA             Trailhead India Style Session Ale (2011)     482 0.048
## 2287   WA                                              Evo IPA    1659 0.062
## 2288   WA                                   Pre Flight Pilsner    1137 0.052
## 2289   WA                                        Trailhead ISA    1661 0.048
## 2290   WA                                         Ginger Cider    1466 0.065
## 2291   WA                             Orlison India Pale Lager    1528 0.067
## 2292   WA                                       Desolation IPA     837 0.062
## 2293   WA                                    Presidential Pils    1438 0.048
## 2294   WA                            Pyramid Hefeweizen (2011)     399 0.052
## 2295   WA                                      Rude Parrot IPA     972 0.059
## 2296   WA                              Maylani's Coconut Stout    1594 0.053
## 2297   WA                         Churchkey Pilsner Style Beer     567 0.049
## 2298   WA              Bellingham Beer Week 2013 Collaboration    1637 0.080
## 2299   WA                                    Hilliard's Blonde     724 0.049
## 2300   WA                                      Immersion Amber    1660 0.052
## 2301   WA                                 Schilling Hard Cider    1245 0.065
## 2302   WA                                       SoDo Brown Ale     519 0.054
## 2303   WA                                      Hilliard's Pils     889 0.055
## 2304   WA                                      12 Man Pale Ale    1773 0.045
## 2305   WA                                      Hoppy Bitch IPA    1227 0.063
## 2306   WA                                   Filthy Hoppin' IPA    1795 0.065
## 2307   WI                                           Lake House    1910 0.046
## 2308   WI                                  #004 Session I.P.A.    2146 0.048
## 2309   WI                                                Boxer    2276 0.050
## 2310   WI                                    Supper Club Lager      61    NA
## 2311   WI                                 #002 American I.P.A.    2148 0.071
## 2312   WI                                  Beyond The Pale IPA    2150 0.063
## 2313   WI                                            Boxer Ice    2274 0.055
## 2314   WI                                         Island Wheat     180 0.042
## 2315   WI                                          Wisco Disco     953 0.051
## 2316   WI                                                Boxer    2273 0.050
## 2317   WI                                 Point Special (2013)    2122 0.047
## 2318   WI                                  Laka Laka Pineapple    2384 0.051
## 2319   WI                                     Watermelon Wheat    2385 0.056
## 2320   WI                                   River Pig Pale Ale     410 0.054
## 2321   WI                                          Magic Apple    1341 0.050
## 2322   WI                                 Point Special (2012)    2121 0.047
## 2323   WI                                 Ghost Ship White IPA    1954 0.056
## 2324   WI                                       Hips Don't Lie    1204 0.062
## 2325   WI                                        Point Special    2228 0.047
## 2326   WI                                        Point Special    2365 0.047
## 2327   WI                           #003 Brown & Robust Porter    2147 0.052
## 2328   WI                                     Boathouse Blonde    2076 0.049
## 2329   WI                                  Point Special Lager     138 0.047
## 2330   WI                                          First Press    1342 0.050
## 2331   WI                          JP's Ould Sod Irish Red IPA    1254 0.060
## 2332   WI                             Louie's Demise Amber Ale    1272 0.051
## 2333   WI                               Wisconsin Amber (2013)      63 0.052
## 2334   WI                                       Onyx Black Ale    2151 0.052
## 2335   WI                                        U.S. Pale Ale      62 0.050
## 2336   WI                              #001 Golden Amber Lager    2149 0.055
## 2337   WI                                          Hopalicious    2501 0.057
## 2338   WI                                       Mountain Crest    2278 0.055
## 2339   WI                                          Boxer Light    2275 0.042
## 2340   WI                       Walter's Premium Pilsener Beer     541 0.045
## 2341   WI                                 Oaky's Oatmeal Stout     409 0.047
## 2342   WI                                           Lake House    2225 0.046
## 2343   WI                         Dark Voyage Black IPA (2013)    2227 0.065
## 2344   WI                                              Bastian    2595    NA
## 2345   WI                                      Slow Hand Stout    1571 0.052
## 2346   WI                                           Mutiny IPA    1177 0.062
## 2347   WI                               Wisconsin Amber (1998)     840 0.052
## 2348   WI                                          Cedar Point    2075 0.050
## 2349   WI                                          No Wake IPA    2077 0.072
## 2350   WI                                Mountain Creek (2013)    2277 0.055
## 2351   WI                                       Mountain Crest    2279 0.055
## 2352   WI                                            Hop Freak    1884 0.087
## 2353   WI                                     Floppin' Crappie     109 0.045
## 2354   WI                                   Casper White Stout    1523 0.060
## 2355   WI                                    Point Oktoberfest    1357 0.057
## 2356   WI                                 Booyah Farmhouse Ale     932 0.065
## 2357   WI                                    Huber Bock (2014)    2359 0.054
## 2358   WI                              Point Special (Current)    2366 0.047
## 2359   WI                                The Farmer's Daughter     700 0.048
## 2360   WI                                  Ride Again Pale Ale    1122 0.052
## 2361   WI                                      Clear Creek Ice    2280 0.062
## 2362   WI                                  Point Special Lager    2115 0.047
## 2363   WI                                          Oktoberfest    2383 0.060
## 2364   WI                                      Wisconsin Amber    2226 0.052
## 2365   WI                                  White Cap White IPA    1652 0.042
## 2366   WI                        Point Nude Beach Summer Wheat     816 0.050
## 2367   WI                         BrewFarm Select Golden Lager     110 0.055
## 2368   WI                                        Special Amber     445 0.050
## 2369   WI                       A Capella Gluten Free Pale Ale    1524 0.055
## 2370   WI                                  Point Amber Classic     139 0.047
## 2371   WI                 Point Nude Beach Summer Wheat (2011)     772 0.050
## 2372   WI                        Point Cascade Pale Ale (2013)    2270 0.054
## 2373   WI                 Point Nude Beach Summer Wheat (2010)     141 0.050
## 2374   WI                                  Minhas Light (2012)    2358 0.040
## 2375   WI                                      Clear Creek Ice    2281 0.062
## 2376   WI                            St. Benedict's Winter Ale    1450 0.062
## 2377   WI                                    Point Oktoberfest     456 0.057
## 2378   WI                          Yabba Dhaba Chai Tea Porter    1525 0.055
## 2379   WI                                            Hop Happy    1080 0.075
## 2380   WI                                        Special Amber     855 0.050
## 2381   WI                                    Charlie's Rye IPA    2337 0.060
## 2382   WI                                                O-Gii     776 0.092
## 2383   WI                                       2012 Black Ale     357 0.054
## 2384   WI                                                Huber    2282 0.050
## 2385   WI                                 Axe Head Malt Liquor    2361 0.099
## 2386   WI                           Lazy Monk Bohemian Pilsner    1445 0.050
## 2387   WI                          Flaming Damsel Lager (2010)     172 0.048
## 2388   WI                               Point Cascade Pale Ale     140 0.054
## 2389   WI                                      Three Kings Ale     650 0.049
## 2390   WI                                     Drop Dead Blonde     684 0.035
## 2391   WI                        Point Nude Beach Summer Wheat    1225 0.052
## 2392   WI                                              Healani    2480 0.045
## 2393   WI                     Louie’s Demise Immort-Ale (2010)     171 0.051
## 2394   WV                                    Mothman Black IPA    2313 0.067
## 2395   WV                                  Wild Trail Pale Ale    2314 0.057
## 2396   WY                            Bomber Mountain Amber Ale    2484 0.046
## 2397   WY                     Bomber Mountain Amber Ale (2013)    1200 0.046
## 2398   WY                                Indian Paintbrush IPA    1199 0.070
## 2399   WY                        Saddle Bronc Brown Ale (2013)    1198 0.048
## 2400   WY                                 Wagon Box Wheat Beer    1197 0.059
## 2401   WY                               Saddle Bronc Brown Ale    2485 0.048
## 2402   WY                                         Zonker Stout     617 0.054
## 2403   WY                                Wind River Blonde Ale     323 0.050
## 2404   WY                                         Pako’s EyePA     393 0.068
## 2405   WY                                     Wyoming Pale Ale     324 0.072
## 2406   WY                                    Snake River Lager     406 0.050
## 2407   WY                                   Snow King Pale Ale    1606 0.060
## 2408   WY                                      Monarch Pilsner    2234 0.050
## 2409   WY                                     OB-1 Organic Ale     407 0.050
## 2410   WY                                 Snake River Pale Ale     402 0.052
##      IBU Brewery_id                               Style Ounces
## 1     NA        494            American Amber / Red Ale   12.0
## 2     NA        224                        American IPA   12.0
## 3     30        103                          Hefeweizen   12.0
## 4     63        103            American Amber / Red Ale   12.0
## 5     NA        103                 American Blonde Ale   12.0
## 6     71        103                      Czech Pilsener   12.0
## 7     70        224                             Witbier   12.0
## 8     70        224                        American IPA   12.0
## 9     64        224                  American Brown Ale   12.0
## 10    61        271                             Altbier   12.0
## 11    61        271             American Pale Ale (APA)   12.0
## 12    55        459                 American Blonde Ale   12.0
## 13    46        494                        American IPA   12.0
## 14    46        454                        American IPA   12.0
## 15    40        494                           Cream Ale   12.0
## 16    36        459                        Scottish Ale   12.0
## 17    36        454                       Irish Red Ale   12.0
## 18    24        224                        American IPA   12.0
## 19    18        494             American Pale Ale (APA)   12.0
## 20    17        459                        Scottish Ale   12.0
## 21    15        103                        American IPA   12.0
## 22    15        454                 American Blonde Ale   12.0
## 23    13        454                     Irish Dry Stout   12.0
## 24    12        558                    English Pale Ale   12.0
## 25    10        459                        American IPA   12.0
## 26    NA        287                   English Brown Ale   12.0
## 27   103        479      American Double / Imperial IPA   12.0
## 28    70        479                       Oatmeal Stout   12.0
## 29    64        413                        American IPA   12.0
## 30    54        413                              Kölsch   12.0
## 31    43        413                  Milk / Sweet Stout   12.0
## 32    36        479                        American IPA   12.0
## 33    36        479                  American Brown Ale   12.0
## 34    30        287             American Pale Ale (APA)   12.0
## 35    25        479             American Pale Ale (APA)   12.0
## 36    16        140            American Amber / Red Ale   12.0
## 37    NA        140 Extra Special / Strong Bitter (ESB)   12.0
## 38    36        140                    American Pilsner   12.0
## 39    NA        260             American Pale Ale (APA)   12.0
## 40    39        140                       Oatmeal Stout   12.0
## 41    NA         31             American Pale Wheat Ale   12.0
## 42    NA        508                         Light Lager   12.0
## 43    NA        161                              Kölsch   12.0
## 44    NA        161                     American Porter   12.0
## 45    NA        508                          Hefeweizen   12.0
## 46    NA        508                             Witbier   12.0
## 47    NA        508                        American IPA   12.0
## 48    25        161                                       12.0
## 49    NA        161                        American IPA   12.0
## 50    NA         31            American Amber / Red Ale   12.0
## 51    NA        537             American Pale Wheat Ale   12.0
## 52    NA        508                             Witbier   12.0
## 53    NA        537                    American Pilsner   12.0
## 54    NA        252                        American IPA   12.0
## 55    NA        159            American Amber / Red Ale   12.0
## 56    70        549            American Amber / Red Ale   12.0
## 57    NA         31                 American Blonde Ale   12.0
## 58    NA         31                     American Porter   12.0
## 59    NA        537            American Amber / Red Ale   12.0
## 60    NA        158                        American IPA   12.0
## 61    NA        233              Fruit / Vegetable Beer   16.0
## 62    NA        161              Fruit / Vegetable Beer   12.0
## 63    NA        550            American Amber / Red Ale   12.0
## 64    99        537                        American IPA   12.0
## 65    85         31                       Winter Warmer   16.0
## 66    85        232                     American Porter   16.0
## 67    60         31             American Pale Ale (APA)   12.0
## 68    60         31              Fruit / Vegetable Beer   12.0
## 69    47        252                 American Blonde Ale   12.0
## 70    45        161                              Kölsch   12.0
## 71    45         31                Märzen / Oktoberfest   12.0
## 72    45        161                        Scottish Ale   12.0
## 73    25         31                     American Porter   12.0
## 74    21         31                          Hefeweizen   12.0
## 75    21         31                        American IPA   12.0
## 76    20        549                        American IPA   12.0
## 77    20        159                        American IPA   12.0
## 78    20         31                         Belgian IPA   12.0
## 79    20         31      American Double / Imperial IPA   16.0
## 80    20         31             American Pale Ale (APA)   12.0
## 81    20         31             American Pale Ale (APA)   12.0
## 82    17        159                    American Pilsner   12.0
## 83    16        159             American Pale Ale (APA)   12.0
## 84    15         31            American Amber / Red Ale   12.0
## 85    15         31                Herbed / Spiced Beer   12.0
## 86    15         31                          Hefeweizen   12.0
## 87     9         31                        American IPA   12.0
## 88    NA         99                    Belgian Pale Ale   32.0
## 89    NA        450                 American Blonde Ale   24.0
## 90    NA         49                     German Pilsener   12.0
## 91    NA        371                        American IPA   16.0
## 92    NA        450                 American Blonde Ale   12.0
## 93    NA        241                  American Brown Ale   16.0
## 94    NA        241                              Kölsch   16.0
## 95    NA          4                              Kölsch   16.0
## 96    19        433                        American IPA   12.0
## 97    NA        369              Fruit / Vegetable Beer   12.0
## 98    NA        226                             Witbier   16.0
## 99    NA        241                 American Pale Lager   16.0
## 100   NA        369                      American Stout   12.0
## 101   NA        241                        American IPA   16.0
## 102   NA         49                 American Blonde Ale   12.0
## 103   NA        289                              Kölsch   12.0
## 104   NA         35                        American IPA   12.0
## 105   NA        369             American Pale Ale (APA)   12.0
## 106   NA        241                          Hefeweizen   16.0
## 107   NA        369                    Belgian Dark Ale   12.0
## 108   NA        369                        American IPA   12.0
## 109   NA        113                          Hefeweizen   12.0
## 110   NA        113             American Pale Ale (APA)   12.0
## 111   NA        113                 American Blonde Ale   12.0
## 112   NA        424                        American IPA   16.0
## 113   NA        113                        American IPA   12.0
## 114   NA         84                      Czech Pilsener   12.0
## 115   NA         35                              Kölsch   12.0
## 116   NA        241                        American IPA   12.0
## 117   NA        210                        American IPA   16.0
## 118   NA        523                              Dubbel   16.0
## 119   NA        311             American Pale Ale (APA)   12.0
## 120   NA        369                  English Strong Ale   12.0
## 121   NA        311                  Milk / Sweet Stout   12.0
## 122   NA         49                 American Blonde Ale   12.0
## 123   NA        347             American Pale Ale (APA)   12.0
## 124   NA        424                           Cream Ale   16.0
## 125   NA        241                        American IPA   16.0
## 126   NA        334             American Pale Ale (APA)   12.0
## 127   NA        515      American Double / Imperial IPA   16.0
## 128   NA         49                        American IPA   12.0
## 129   NA        369                       Winter Warmer   12.0
## 130   NA         37                              Kölsch   12.0
## 131   NA        210                        American IPA   16.0
## 132   NA        241              Saison / Farmhouse Ale   12.0
## 133   NA        241                        American IPA   16.0
## 134   NA        369                        American IPA   12.0
## 135   NA         84             American Pale Wheat Ale   12.0
## 136  115        281      American Double / Imperial IPA   16.0
## 137  101        535            American Amber / Red Ale   12.0
## 138  100        369                              Tripel   12.0
## 139  100        369      American Double / Imperial IPA   12.0
## 140   99        424    American Double / Imperial Stout   16.0
## 141   95        371            American Amber / Red Ale   16.0
## 142   94         49                        American IPA   12.0
## 143   93        556                     German Pilsener   12.0
## 144   92        450                        American IPA   12.0
## 145   92        398            American Amber / Red Ale   12.0
## 146   88        369              Fruit / Vegetable Beer   12.0
## 147   88         99             American Pale Ale (APA)   32.0
## 148   86        172                       Oatmeal Stout   12.0
## 149   85        241                        American IPA   16.0
## 150   85        112                           Cream Ale   12.0
## 151   85         84                        American IPA   16.0
## 152   85        334                 American Blonde Ale   12.0
## 153   85          4                           Cream Ale   16.0
## 154   80         36          American Amber / Red Lager   12.0
## 155   80        515             American Pale Ale (APA)   16.0
## 156   77        289             American Pale Ale (APA)   12.0
## 157   77        321                        American IPA   16.0
## 158   75         35                        American IPA   12.0
## 159   75         99                        American IPA   32.0
## 160   75        462                                Gose   16.0
## 161   75        241                        American IPA   16.0
## 162   75        241                          Hefeweizen   16.0
## 163   75        347                        American IPA   12.0
## 164   74        289                        American IPA   12.0
## 165   70        369                       Baltic Porter   12.0
## 166   70        369                 American Barleywine    8.4
## 167   70        369             American Pale Ale (APA)   12.0
## 168   70        369                       Winter Warmer   12.0
## 169   70        172                                Gose   12.0
## 170   70        450                        American IPA   24.0
## 171   70        172            American Amber / Red Ale   12.0
## 172   66        369              Fruit / Vegetable Beer   12.0
## 173   66        281                         Belgian IPA   16.0
## 174   65        172            American Amber / Red Ale   12.0
## 175   65        369                        American IPA   12.0
## 176   65        172                        Vienna Lager   16.0
## 177   65         79                        American IPA   12.0
## 178   65          5            American Amber / Red Ale   12.0
## 179   65        172            American Amber / Red Ale   12.0
## 180   60        523                       Baltic Porter   16.0
## 181   60         36             American Pale Wheat Ale   12.0
## 182   60        369                  American Black Ale   12.0
## 183   60         36      California Common / Steam Beer   12.0
## 184   60         37                       Kristalweizen   12.0
## 185   55        450                          Hefeweizen   24.0
## 186   55        398                  American Black Ale   12.0
## 187   53        450                          Hefeweizen   12.0
## 188   52        477              Fruit / Vegetable Beer   12.0
## 189   50        477                 Munich Helles Lager   12.0
## 190   49        535                     German Pilsener   12.0
## 191   47          4                           Wheat Ale   16.0
## 192   46        371                        American IPA   16.0
## 193   45         35                        American IPA   12.0
## 194   45        253        English India Pale Ale (IPA)   16.0
## 195   45         34      American Double / Imperial IPA   16.0
## 196   44        450              Saison / Farmhouse Ale   12.0
## 197   44        172                        American IPA   12.0
## 198   44         35                 Munich Helles Lager   12.0
## 199   44        210             American Pale Ale (APA)   16.0
## 200   44        241                        American IPA   16.0
## 201   42        210            American Amber / Red Ale   16.0
## 202   42        241                        American IPA   16.0
## 203   42        210              Saison / Farmhouse Ale   16.0
## 204   42        515                  American Brown Ale   16.0
## 205   40        210            American Amber / Red Ale   16.0
## 206   40        253                  American Brown Ale   12.0
## 207   40          4      American Double / Imperial IPA   16.0
## 208   40        450      American Double / Imperial IPA   12.0
## 209   37         34                        American IPA   16.0
## 210   37         34                   English Brown Ale   16.0
## 211   36        449                     American Porter   12.0
## 212   35         37                      Czech Pilsener   12.0
## 213   35        369              Fruit / Vegetable Beer   12.0
## 214   35         84               Maibock / Helles Bock   12.0
## 215   35        172                        American IPA   12.0
## 216   35        369                        American IPA   12.0
## 217   35        281                 American Pale Lager   16.0
## 218   35        253      American Double / Imperial IPA   16.0
## 219   34        518             American Pale Ale (APA)   12.0
## 220   34        347                 American Blonde Ale   12.0
## 221   30         36                        American IPA   12.0
## 222   30        172                           Cream Ale   12.0
## 223   30         84             American Pale Ale (APA)   12.0
## 224   28        172                       Winter Warmer   12.0
## 225   28        492            American Amber / Red Ale   16.0
## 226   28        172                           Cream Ale   12.0
## 227   28        398          American Amber / Red Lager   12.0
## 228   28        398                  American Black Ale   16.0
## 229   27        535                     German Pilsener   12.0
## 230   26        535                        American IPA   12.0
## 231   25         99      American Double / Imperial IPA   32.0
## 232   25        210                      American Stout   16.0
## 233   24          4                        American IPA   16.0
## 234   23        289                             Witbier   12.0
## 235   22         36                        American IPA   12.0
## 236   21        351      American Double / Imperial IPA   16.0
## 237   21        351                  American Black Ale   16.0
## 238   20        172             American Pale Ale (APA)   12.0
## 239   20        172                         Pumpkin Ale   12.0
## 240   20        172                       Oatmeal Stout   12.0
## 241   19         84                        American IPA   12.0
## 242   19        172                           Cream Ale   12.0
## 243   19         34             American Pale Ale (APA)   16.0
## 244   17        347                  American Brown Ale   12.0
## 245   17        523                  American Brown Ale   16.0
## 246   17        347      American Double / Imperial IPA   12.0
## 247   17        351                        American IPA   16.0
## 248   17         84                            Rye Beer   12.0
## 249   17        172                                Gose   12.0
## 250   16        172                       Oatmeal Stout   12.0
## 251   16          5                        American IPA   12.0
## 252   16         34                              Kölsch   16.0
## 253   15          5             American Pale Wheat Ale   12.0
## 254   15        172             American Pale Ale (APA)   12.0
## 255   15        492                  American Black Ale   16.0
## 256   15          5                              Kölsch   12.0
## 257   15        398            American Amber / Red Ale   16.0
## 258   15        210             American Pale Wheat Ale   16.0
## 259   15          4      American Double / Imperial IPA   16.0
## 260   14         35                        American IPA   12.0
## 261   13        351                Herbed / Spiced Beer   16.0
## 262   13        523                    Belgian Pale Ale   16.0
## 263   13         84                     German Pilsener   12.0
## 264   12        241                        American IPA   16.0
## 265   10        492              Scotch Ale / Wee Heavy   16.0
## 266    8        449             American Pale Ale (APA)   12.0
## 267    6         84             American Pale Ale (APA)   16.0
## 268    4        449                             Witbier   12.0
## 269    4        492                        American IPA   16.0
## 270    4        523                    Low Alcohol Beer   16.0
## 271   NA        387                 American Blonde Ale   16.0
## 272   NA        265                        American IPA   12.0
## 273   NA        387                        Vienna Lager   16.0
## 274   NA        356            American Amber / Red Ale   16.0
## 275   NA        169             American Pale Ale (APA)   12.0
## 276   NA        504                  American Brown Ale   12.0
## 277   NA        167             American Pale Ale (APA)   19.2
## 278   NA        111                        American IPA   16.0
## 279   NA        504             American Pale Ale (APA)   12.0
## 280   NA        392             American Pale Wheat Ale   12.0
## 281   NA        295                     American Porter   12.0
## 282   NA        552                        American IPA   12.0
## 283   NA        265                 American Pale Lager   12.0
## 284   NA        430                        American IPA   16.0
## 285   NA        504                        Scottish Ale   12.0
## 286   NA        111      American Double / Imperial IPA   12.0
## 287   NA        504                        Scottish Ale   12.0
## 288   NA        504             American Pale Ale (APA)   12.0
## 289   NA        504             American Pale Ale (APA)   12.0
## 290   NA        421                 American Pale Lager   12.0
## 291   NA        149             American Pale Ale (APA)   12.0
## 292   NA        149                     American Porter   12.0
## 293   NA        392                        American IPA   12.0
## 294   NA         64            American Amber / Red Ale   12.0
## 295   NA        120                              Kölsch   12.0
## 296   NA        392             American Pale Wheat Ale   12.0
## 297   NA        514             American Pale Ale (APA)   12.0
## 298   NA        149             Belgian Strong Dark Ale   12.0
## 299   NA          7              Russian Imperial Stout   12.0
## 300   NA        295                 American Strong Ale   12.0
## 301   NA        149                          Hefeweizen   12.0
## 302   NA        108                  American Brown Ale   12.0
## 303   NA        265 Extra Special / Strong Bitter (ESB)   12.0
## 304   NA        167                    Belgian Dark Ale   16.0
## 305   NA        442                              Kölsch   16.0
## 306   NA        387            American Amber / Red Ale   12.0
## 307   NA        265                          Doppelbock   12.0
## 308   NA        111             American Pale Ale (APA)   12.0
## 309   NA        504              Russian Imperial Stout   12.0
## 310   NA         83             American Pale Wheat Ale   16.0
## 311   NA        111                        American IPA   16.0
## 312   NA        521                        American IPA   16.0
## 313   NA        120          American Amber / Red Lager   12.0
## 314   NA        504                        Scottish Ale   12.0
## 315   NA        497            American Amber / Red Ale   12.0
## 316   NA        504             American Pale Ale (APA)   12.0
## 317   NA        265                 American Blonde Ale   12.0
## 318   NA        481             American Pale Ale (APA)   12.0
## 319   NA        481                        American IPA   12.0
## 320   NA        387                 American Blonde Ale   12.0
## 321   NA        463          American Amber / Red Lager   12.0
## 322   NA        370                     German Pilsener   16.0
## 323   NA        406                      American Stout   16.0
## 324   NA        167             American Pale Ale (APA)   12.0
## 325   NA        406                    Belgian Pale Ale   16.0
## 326   NA        463          American Amber / Red Lager   12.0
## 327   NA        265              Foreign / Export Stout   12.0
## 328   NA          7                        American IPA   12.0
## 329   NA         82              Fruit / Vegetable Beer   12.0
## 330   NA        392            American Amber / Red Ale   12.0
## 331   NA        387             American Pale Ale (APA)   16.0
## 332   NA        370             American Pale Ale (APA)   16.0
## 333   NA        442             American Pale Ale (APA)   16.0
## 334   NA        370              Fruit / Vegetable Beer   16.0
## 335   NA        552                  American Brown Ale   12.0
## 336   NA        552            American Amber / Red Ale   12.0
## 337   NA        532               English Dark Mild Ale   16.0
## 338   NA        149              Scotch Ale / Wee Heavy   12.0
## 339   NA        167             American Pale Ale (APA)   12.0
## 340   NA        167      American Double / Imperial IPA   16.0
## 341   NA         83             American Pale Wheat Ale   12.0
## 342   NA         38      American Double / Imperial IPA   12.0
## 343   NA        149             American Pale Ale (APA)   12.0
## 344   NA         52                        Vienna Lager   12.0
## 345   NA        149                          Hefeweizen   12.0
## 346   NA         52                    Quadrupel (Quad)   19.2
## 347   NA        442                     American Porter   16.0
## 348   NA        504              Russian Imperial Stout   12.0
## 349   NA         38                  American Brown Ale   12.0
## 350   NA        265                        American IPA   12.0
## 351   NA        167             American Pale Ale (APA)   12.0
## 352   NA        422                                Mead   16.0
## 353   NA        111              Russian Imperial Stout   12.0
## 354   NA         64             American Pale Ale (APA)   12.0
## 355   NA         64            American Amber / Red Ale   12.0
## 356   NA        387                      American Stout   16.0
## 357   NA        504             American Pale Ale (APA)   12.0
## 358   NA        370                        American IPA   16.0
## 359   NA        167             American Pale Ale (APA)   12.0
## 360   NA        504      American Double / Imperial IPA   12.0
## 361   NA        108                 American Blonde Ale   12.0
## 362   NA        108 Extra Special / Strong Bitter (ESB)   12.0
## 363   NA         83                     Euro Dark Lager   12.0
## 364   NA        532                     Irish Dry Stout   16.0
## 365   NA          7                        American IPA   12.0
## 366   NA        108             American Pale Ale (APA)   12.0
## 367   NA        265                      American Stout   12.0
## 368   NA        265                      American Stout   12.0
## 369   NA        265                      American Stout   12.0
## 370   NA        356             American Pale Ale (APA)   16.0
## 371   NA         82             American Pale Ale (APA)   12.0
## 372   NA        370                         Pumpkin Ale   16.0
## 373   NA        342             American Dark Wheat Ale   12.0
## 374   NA        442                      English Bitter   16.0
## 375   NA        169                    American Pilsner   12.0
## 376   NA        504      American Double / Imperial IPA   12.0
## 377   NA        292                        American IPA   12.0
## 378   NA         83                        American IPA   12.0
## 379   NA         83                      Czech Pilsener   12.0
## 380   NA         83          American Amber / Red Lager   12.0
## 381   NA         52                        American IPA   12.0
## 382   NA        167             Belgian Strong Pale Ale   16.0
## 383   NA        295            American Amber / Red Ale   12.0
## 384   NA        460            American Amber / Red Ale   16.0
## 385   NA        145                             Altbier   12.0
## 386   NA         82                        American IPA   12.0
## 387   NA        108                        American IPA   16.0
## 388   NA         64            American Amber / Red Ale   12.0
## 389   NA        370                         Pumpkin Ale   16.0
## 390  104         52             American Pale Ale (APA)   12.0
## 391  100        453            American Amber / Red Ale   12.0
## 392  100        422                                Mead   16.0
## 393  100        120             American Pale Ale (APA)   12.0
## 394  100        497                        American IPA   12.0
## 395  100        111                 American Blonde Ale   16.0
## 396   98        497                          Hefeweizen   12.0
## 397   98        387                      American Stout   16.0
## 398   98        387                     American Porter   16.0
## 399   94        167                        American IPA   12.0
## 400   90        108                 American Blonde Ale   16.0
## 401   87        167                                       32.0
## 402   85        108                        American IPA   16.0
## 403   85         38                        American IPA   12.0
## 404   85        108                 American Blonde Ale   12.0
## 405   85        292                        Vienna Lager   12.0
## 406   85        524                 American Blonde Ale   12.0
## 407   85        108                       Winter Warmer   12.0
## 408   83          7              Saison / Farmhouse Ale   12.0
## 409   75        108             American Pale Ale (APA)   12.0
## 410   75        167                        American IPA   16.0
## 411   74        473                              Kölsch   16.0
## 412   74        481                  American Brown Ale   12.0
## 413   72        265             American Pale Ale (APA)   12.0
## 414   72        442                       Irish Red Ale   16.0
## 415   72         64                      American Stout   12.0
## 416   71        167                                       12.0
## 417   70        167             American Pale Ale (APA)   12.0
## 418   70        532             American Pale Ale (APA)   16.0
## 419   70         83                 American Pale Lager   12.0
## 420   70        167      American Double / Imperial IPA   12.0
## 421   70         64                             Witbier   12.0
## 422   69        406                              Kölsch   16.0
## 423   68        167                 American Strong Ale   12.0
## 424   68        295              Saison / Farmhouse Ale   12.0
## 425   68        420              Saison / Farmhouse Ale   12.0
## 426   67        420                  American Black Ale   12.0
## 427   65         52                            Rye Beer   19.2
## 428   65        167              Scotch Ale / Wee Heavy   16.0
## 429   65         83                        American IPA   12.0
## 430   65        136             American Pale Wheat Ale   12.0
## 431   65          7             American Pale Ale (APA)   12.0
## 432   65        453                 American Blonde Ale   12.0
## 433   65         83            American Amber / Red Ale   12.0
## 434   65        167             American Pale Ale (APA)   12.0
## 435   65        265                        American IPA   12.0
## 436   65        406                        American IPA   16.0
## 437   65        120                        American IPA   12.0
## 438   65        167      American Double / Imperial IPA   16.0
## 439   65         38              Saison / Farmhouse Ale   12.0
## 440   65        342                        American IPA   12.0
## 441   65         52                   English Brown Ale   12.0
## 442   65         64             Belgian Strong Pale Ale   12.0
## 443   65         38                             Witbier   12.0
## 444   65        167                      Czech Pilsener   12.0
## 445   65        167                        American IPA   16.0
## 446   60        108                 Munich Dunkel Lager   16.0
## 447   60        532      American Double / Imperial IPA   16.0
## 448   60        370                        American IPA   16.0
## 449   58        167                      Czech Pilsener   19.2
## 450   58        167                        American IPA   19.2
## 451   51        264                     American Porter   12.0
## 452   49        108                     American Porter   16.0
## 453   48        167                  American Brown Ale   16.0
## 454   46        108              Scotch Ale / Wee Heavy   16.0
## 455   45        167             American Pale Ale (APA)   19.2
## 456   45        108                      Czech Pilsener   16.0
## 457   45        136                      Czech Pilsener   12.0
## 458   45        532 Extra Special / Strong Bitter (ESB)   16.0
## 459   44        422                                Mead   16.0
## 460   43        167                   English Brown Ale   12.0
## 461   42         83             American Pale Wheat Ale   12.0
## 462   40        167             American Pale Ale (APA)   12.0
## 463   40        108                        American IPA   12.0
## 464   40        497              Fruit / Vegetable Beer   12.0
## 465   40        221                 American Strong Ale   16.0
## 466   38        473            American Amber / Red Ale   16.0
## 467   36        356                        American IPA   12.0
## 468   35         64             American Pale Ale (APA)   12.0
## 469   35        167      American Double / Imperial IPA   12.0
## 470   35        418             American Pale Ale (APA)   12.0
## 471   35        108                 American Blonde Ale   12.0
## 472   35         52                  American Brown Ale   19.2
## 473   35         83                        American IPA   12.0
## 474   35         52              Saison / Farmhouse Ale   12.0
## 475   35        167                        American IPA   12.0
## 476   35        524                        American IPA   12.0
## 477   35        425            American Amber / Red Ale   12.0
## 478   34        264                        American IPA   12.0
## 479   33        105             American Pale Ale (APA)   12.0
## 480   33         82                 American Pale Lager   12.0
## 481   31        108                      Czech Pilsener   12.0
## 482   30        516                       Oatmeal Stout   16.0
## 483   30        136             American Pale Wheat Ale   12.0
## 484   30        418             American Pale Ale (APA)   12.0
## 485   29        532                          Hefeweizen   16.0
## 486   29         52    American Double / Imperial Stout   19.2
## 487   29        425                          Chile Beer   12.0
## 488   29        425                         Pumpkin Ale   12.0
## 489   29          7                              Tripel   12.0
## 490   28         52                   American Wild Ale   19.2
## 491   27        406                          Roggenbier   16.0
## 492   26         52                         Pumpkin Ale   16.0
## 493   26        516                  American Black Ale   16.0
## 494   26         52                        Vienna Lager   12.0
## 495   25        425                         Schwarzbier   12.0
## 496   25        516                 American Blonde Ale   16.0
## 497   25        136             American Pale Ale (APA)   12.0
## 498   25         52                   American Wild Ale   19.2
## 499   24         83            American Amber / Red Ale   16.0
## 500   24         83                 American Pale Lager   16.0
## 501   23          7                        American IPA   12.0
## 502   23         52                  American White IPA   12.0
## 503   22        425                      American Stout   12.0
## 504   22         52      American Double / Imperial IPA   19.2
## 505   22        167              Russian Imperial Stout   12.0
## 506   21         52              Foreign / Export Stout   12.0
## 507   21        452                        American IPA   16.0
## 508   21        460                             Witbier   16.0
## 509   21        167      American Double / Imperial IPA   12.0
## 510   20         38                     German Pilsener   12.0
## 511   20         83                        American IPA   16.0
## 512   20        136                 Munich Dunkel Lager   12.0
## 513   20        108        English India Pale Ale (IPA)   16.0
## 514   19          7             American Pale Wheat Ale   12.0
## 515   19        425                 American Strong Ale   12.0
## 516   18        108                Märzen / Oktoberfest   12.0
## 517   18        425             American Pale Ale (APA)   12.0
## 518   18        221      California Common / Steam Beer   16.0
## 519   18        221      American Double / Imperial IPA   12.0
## 520   18         52                    Belgian Pale Ale   12.0
## 521   17        221            American Amber / Red Ale   16.0
## 522   17        167      American Double / Imperial IPA   12.0
## 523   17        452                        American IPA   16.0
## 524   17        136                 Munich Helles Lager   12.0
## 525   17         83            American Amber / Red Ale   12.0
## 526   15        418             American Pale Ale (APA)   12.0
## 527   15        136                      Czech Pilsener   12.0
## 528   15         52                       Winter Warmer   16.0
## 529   15        167      American Double / Imperial IPA   12.0
## 530   15        425            American Amber / Red Ale   12.0
## 531   14        425                         Belgian IPA   12.0
## 532   14         83            American Amber / Red Ale   12.0
## 533   12          7                             Old Ale   12.0
## 534   10        167                        Scottish Ale   12.0
## 535    9         83                 American Pale Lager   12.0
## 536   NA        411                        American IPA   12.0
## 537   NA        411                    Belgian Pale Ale   12.0
## 538   33        109              Fruit / Vegetable Beer   12.0
## 539   NA        236                        American IPA   12.0
## 540   NA        411            American Amber / Red Ale   12.0
## 541   NA        411      American Double / Imperial IPA   16.0
## 542   NA        236            American Amber / Red Ale   12.0
## 543   NA        236                 American Blonde Ale   12.0
## 544   NA        249                        American IPA   12.0
## 545   NA        411                        American IPA   12.0
## 546   NA        436              Saison / Farmhouse Ale   12.0
## 547   NA        411                    American Pilsner   12.0
## 548   NA        436                          Hefeweizen   16.0
## 549   NA        131                  American Black Ale   12.0
## 550   NA        436                     German Pilsener   12.0
## 551   NA        236                     American Porter   12.0
## 552   NA         90            American Amber / Red Ale   16.0
## 553   NA        249                 American Blonde Ale   12.0
## 554   65        411      American Double / Imperial IPA   12.0
## 555   NA        436                  American White IPA   12.0
## 556   NA        411                    Belgian Pale Ale   16.0
## 557   85        411                  Berliner Weissbier   12.0
## 558   85        236      American Double / Imperial IPA   12.0
## 559   40        411                    American Pilsner   12.0
## 560   18        513                 American Pale Lager   12.0
## 561   11        436      American Double / Imperial IPA   12.0
## 562    6        411            American Amber / Red Ale   12.0
## 563   NA        228                     American Porter   12.0
## 564   NA        228      American Double / Imperial IPA   12.0
## 565   NA        228                 American Blonde Ale   12.0
## 566   NA        228              Scotch Ale / Wee Heavy   12.0
## 567  115        228             American Pale Ale (APA)   12.0
## 568   80        228                        American IPA   12.0
## 569   15        228                    Belgian Pale Ale   12.0
## 570   11        228                          Hefeweizen   12.0
## 571   NA        317                        American IPA   16.0
## 572   52        540             American Pale Ale (APA)   12.0
## 573   NA        142                  American Brown Ale   12.0
## 574   NA        142             American Pale Ale (APA)   12.0
## 575   NA        142                        American IPA   12.0
## 576   NA        142            American Amber / Red Ale   12.0
## 577   NA        467             American Pale Ale (APA)   12.0
## 578   NA        142                   English Brown Ale   12.0
## 579   21        528             American Pale Ale (APA)   12.0
## 580   NA        142             American Pale Ale (APA)   12.0
## 581   NA        142             American Pale Wheat Ale   16.0
## 582   NA         68                 American Blonde Ale   12.0
## 583   NA        142                  American Black Ale   12.0
## 584   NA        142                        American IPA   12.0
## 585   25        142                  American Brown Ale   12.0
## 586   NA         68                        American IPA   12.0
## 587   NA        341                        American IPA   12.0
## 588   NA        468             American Pale Wheat Ale   12.0
## 589   35        142                        American IPA   12.0
## 590   NA        142                        American IPA   12.0
## 591   NA        379                        American IPA   12.0
## 592   NA        222            American Amber / Red Ale   12.0
## 593   12        244                 Munich Helles Lager   12.0
## 594   82        394                        American IPA   12.0
## 595   81        142                             Witbier   12.0
## 596   80        142                        American IPA   12.0
## 597   75        448                           Cream Ale   12.0
## 598   70        448                       Oatmeal Stout   12.0
## 599   70        142                     American Porter   12.0
## 600   70        142                        American IPA   12.0
## 601   65        379                  American Brown Ale   12.0
## 602   65        142                        American IPA   12.0
## 603   65        309                       Irish Red Ale   12.0
## 604   64        468             American Pale Ale (APA)   12.0
## 605   62        491                        American IPA   16.0
## 606   60        394              Fruit / Vegetable Beer   12.0
## 607   60        528                 American Blonde Ale   12.0
## 608   60        142                 Munich Helles Lager   12.0
## 609   60        448                             Witbier   12.0
## 610   60         68            American Amber / Red Ale   12.0
## 611   60        448             American Pale Ale (APA)   12.0
## 612   55        466                  American Brown Ale   12.0
## 613   50        379                           Cream Ale   12.0
## 614   38        142                        American IPA   12.0
## 615   38        309                        American IPA   12.0
## 616   35        142             American Pale Ale (APA)   12.0
## 617   30        222                        American IPA   12.0
## 618   30        142                Märzen / Oktoberfest   12.0
## 619   28        309             American Pale Wheat Ale   12.0
## 620   28        142                                Bock   12.0
## 621   25        394                  American Brown Ale   12.0
## 622   25        309              Fruit / Vegetable Beer   12.0
## 623   25        394                 American Blonde Ale   12.0
## 624   21        528                        American IPA   12.0
## 625   20        142                     American Porter   12.0
## 626   18        374                  Berliner Weissbier   12.0
## 627   18        142                        American IPA   12.0
## 628   16        142                        American IPA   12.0
## 629   11        491                             Altbier   16.0
## 630   10        448                        American IPA   12.0
## 631   NA        470             American Pale Ale (APA)   12.0
## 632   20        217              Saison / Farmhouse Ale   12.0
## 633   NA        248                        American IPA   12.0
## 634   25         50             American Pale Ale (APA)   12.0
## 635   NA        476                      Czech Pilsener   12.0
## 636   NA        476                        American IPA   12.0
## 637   35        217              Saison / Farmhouse Ale   12.0
## 638   50         50                          Hefeweizen   12.0
## 639   NA        248                  Berliner Weissbier   12.0
## 640   65        401             American Pale Ale (APA)   12.0
## 641   55        401                  American Brown Ale   12.0
## 642   55         50                        American IPA   12.0
## 643   55         50                     German Pilsener   12.0
## 644   42        416                 American Blonde Ale   12.0
## 645   35        416                  American Brown Ale   12.0
## 646   17        476                  American Brown Ale   12.0
## 647   NA        440          American Amber / Red Lager   16.0
## 648   NA        204                        American IPA   12.0
## 649   36        440          American Amber / Red Lager   24.0
## 650   NA        440          American Amber / Red Lager   12.0
## 651   NA        205                    Flanders Red Ale   19.2
## 652   NA        440          American Amber / Red Lager   12.0
## 653   NA        376                        American IPA   12.0
## 654   NA        376                     American Porter   12.0
## 655   NA        376                        American IPA   12.0
## 656   75        376              Saison / Farmhouse Ale   12.0
## 657   75        205                 American Blonde Ale   12.0
## 658   68        205             American Pale Ale (APA)   12.0
## 659   65        376                 Munich Helles Lager   12.0
## 660   42        376             Belgian Strong Dark Ale   12.0
## 661   30        204                        American IPA   19.2
## 662   27        376                  American Brown Ale   12.0
## 663   24        204                 American Blonde Ale   12.0
## 664   23        376             American Pale Wheat Ale   12.0
## 665   22        205                  American Brown Ale   19.2
## 666   20        376                      Czech Pilsener   12.0
## 667   18        204                     American Porter   12.0
## 668   18        376              Fruit / Vegetable Beer   12.0
## 669   18        204             American Pale Ale (APA)   12.0
## 670   18        205                  American Brown Ale   12.0
## 671   18        376                             Witbier   12.0
## 672   15        204            American Amber / Red Ale   12.0
## 673   12        376            American Amber / Red Ale   12.0
## 674   NA        483                     German Pilsener   16.0
## 675   NA        209                        American IPA   12.0
## 676   18        483                 American Blonde Ale   16.0
## 677   NA        366                       Irish Red Ale   16.0
## 678   NA        483                        American IPA   16.0
## 679   99        472                        Scottish Ale   16.0
## 680   75        472                  American Brown Ale   16.0
## 681   70        472                      American Stout   16.0
## 682   48        366                 American Blonde Ale   12.0
## 683   48        366                        Vienna Lager   16.0
## 684   45        209                          Doppelbock   12.0
## 685   36        366                 American Blonde Ale   12.0
## 686   30        472             American Pale Ale (APA)   16.0
## 687   30        366                        Vienna Lager   12.0
## 688   30        472              Saison / Farmhouse Ale   16.0
## 689   29        366                  American Brown Ale   16.0
## 690   26        366                Märzen / Oktoberfest   16.0
## 691   26        366                       Irish Red Ale   16.0
## 692   25        366                      American Stout   16.0
## 693   25        366            American Amber / Red Ale   16.0
## 694   24        366                        American IPA   16.0
## 695   23        469                              Kölsch   12.0
## 696   22        366             American Pale Ale (APA)   16.0
## 697   22        366                             Witbier   16.0
## 698   22        366              Fruit / Vegetable Beer   12.0
## 699   21        366                  American Brown Ale   16.0
## 700   20        366                       Irish Red Ale   16.0
## 701   19        366                            Rye Beer   16.0
## 702   10        472                            Rye Beer   16.0
## 703    5        366             American Pale Ale (APA)   16.0
## 704   NA        310                 American Strong Ale   16.0
## 705   NA        308                  American Brown Ale   12.0
## 706   75        314                        American IPA   12.0
## 707   NA        310             American Pale Ale (APA)   12.0
## 708   NA        219                           Cream Ale   12.0
## 709   73        310                 American Blonde Ale   12.0
## 710   19        310                     American Porter   12.0
## 711   NA        308             American Pale Ale (APA)   12.0
## 712   NA        310             American Pale Wheat Ale   12.0
## 713   NA        219                        American IPA   12.0
## 714   17        308             American Pale Ale (APA)   12.0
## 715   NA        310                Märzen / Oktoberfest   16.0
## 716   NA        310                        American IPA   12.0
## 717  100        314            American Amber / Red Ale   12.0
## 718  100        310                        American IPA   12.0
## 719  100        310                 American Barleywine   12.0
## 720  100        310                              Kölsch   12.0
## 721   92        308                 American Pale Lager   12.0
## 722   90        310      American Double / Imperial IPA   12.0
## 723   66        310    American Double / Imperial Stout   12.0
## 724   65        310               Maibock / Helles Bock   12.0
## 725   39        219                    American Pilsner   12.0
## 726   35        170             American Pale Ale (APA)   12.0
## 727   35        308                        American IPA   12.0
## 728   32        310                        American IPA   12.0
## 729   25        170                     American Porter   12.0
## 730   25        310      American Double / Imperial IPA   12.0
## 731   12        170                 American Blonde Ale   12.0
## 732   12        310                             Witbier   16.0
## 733    9        310              Saison / Farmhouse Ale   16.0
## 734   NA         65                         Belgian IPA   24.0
## 735   NA         89             American Pale Wheat Ale   12.0
## 736   NA         65                              Tripel   24.0
## 737   NA        176             American Pale Ale (APA)   16.0
## 738   NA         66                        American IPA   24.0
## 739   NA        211              Fruit / Vegetable Beer   12.0
## 740   NA        553            American Amber / Red Ale   12.0
## 741   NA        257                 American Blonde Ale   16.0
## 742   NA        328                     German Pilsener   16.0
## 743   NA         75                        American IPA   16.0
## 744   NA         75                      Bière de Garde   12.0
## 745   NA        257             American Pale Ale (APA)   16.0
## 746   NA         58                                Gose   12.0
## 747   NA        176                      American Stout   16.0
## 748   NA         66      American Double / Imperial IPA   24.0
## 749   NA        176                       Irish Red Ale   12.0
## 750   NA         75             American Dark Wheat Ale   12.0
## 751   NA        328  American Double / Imperial Pilsner   16.0
## 752   NA        176            American Amber / Red Ale   16.0
## 753   NA         58              Fruit / Vegetable Beer   12.0
## 754   NA        211        English India Pale Ale (IPA)   12.0
## 755   NA        176             American Pale Ale (APA)   16.0
## 756   NA        176      American Double / Imperial IPA   16.0
## 757   NA        176                     American Porter   16.0
## 758   NA        328                        American IPA   16.0
## 759   NA        328                 American Blonde Ale   16.0
## 760   NA         75             American Dark Wheat Ale   12.0
## 761   NA         66                  Berliner Weissbier   24.0
## 762   NA         41              Fruit / Vegetable Beer   12.0
## 763   NA        257             American Pale Ale (APA)   16.0
## 764   NA        362      American Double / Imperial IPA   12.0
## 765   NA         89             American Pale Wheat Ale   12.0
## 766   NA         89             American Pale Wheat Ale   16.0
## 767   NA         89             American Pale Ale (APA)   12.0
## 768   NA        328             American Pale Wheat Ale   16.0
## 769   NA        176             American Pale Wheat Ale   12.0
## 770   NA         66                        American IPA   24.0
## 771   NA         58      American Double / Imperial IPA   12.0
## 772   NA         58                          Hefeweizen   12.0
## 773   NA        257            American Amber / Red Ale   16.0
## 774   NA        211 Extra Special / Strong Bitter (ESB)   12.0
## 775   NA        362      American Double / Imperial IPA   12.0
## 776   NA         75                        American IPA   12.0
## 777   NA        362      American Double / Imperial IPA   12.0
## 778   NA        328        English India Pale Ale (IPA)   16.0
## 779   NA         66             American Pale Ale (APA)   24.0
## 780   NA         55             American Pale Ale (APA)   16.0
## 781   NA        362             American Pale Ale (APA)   12.0
## 782   NA         45                        American IPA   12.0
## 783   NA         66                         Belgian IPA   24.0
## 784   NA        257             Belgian Strong Dark Ale   16.0
## 785   NA        257      American Double / Imperial IPA   16.0
## 786  100         75             American Pale Ale (APA)   12.0
## 787  100        257                      American Stout   16.0
## 788  100        176             American Pale Ale (APA)   12.0
## 789   85         75           Dortmunder / Export Lager   12.0
## 790   80        362                         Pumpkin Ale   12.0
## 791   76        176      American Double / Imperial IPA   16.0
## 792   72         56             American Pale Ale (APA)   12.0
## 793   70         75                Märzen / Oktoberfest   12.0
## 794   69        362                         Pumpkin Ale   12.0
## 795   68         45                             Witbier   12.0
## 796   60         45                Herbed / Spiced Beer   12.0
## 797   55         75                 American Strong Ale   12.0
## 798   45         53            American Amber / Red Ale   16.0
## 799   43        257                  American Black Ale   16.0
## 800   43        362                 American Blonde Ale   12.0
## 801   41        176      American Double / Imperial IPA   12.0
## 802   40         58                    Abbey Single Ale   12.0
## 803   36        257             American Pale Wheat Ale   16.0
## 804   31         45                Herbed / Spiced Beer   12.0
## 805   30         66                        American IPA   24.0
## 806   30         58                        American IPA   12.0
## 807   28        328                  American Brown Ale   16.0
## 808   27        328             American Pale Ale (APA)   16.0
## 809   25        197                        American IPA   12.0
## 810   23        362                             Witbier   12.0
## 811   23         57             American Pale Ale (APA)   12.0
## 812   22         89             American Pale Ale (APA)   16.0
## 813   22         45                Märzen / Oktoberfest   12.0
## 814   22         58                    Abbey Single Ale   12.0
## 815   20         45                     American Porter   12.0
## 816   18         45                    Belgian Pale Ale   12.0
## 817   18        362                       Oatmeal Stout   12.0
## 818   17         45             American Pale Ale (APA)   12.0
## 819   16        362                  American Brown Ale   12.0
## 820   15         75             American Pale Ale (APA)   12.0
## 821   14        257                        American IPA   16.0
## 822   13         66              Saison / Farmhouse Ale   24.0
## 823   12         41                        American IPA   16.0
## 824    8        176                        American IPA   12.0
## 825   NA        178      American Double / Imperial IPA   12.0
## 826   NA         28                        American IPA   16.0
## 827   NA        206             American Pale Wheat Ale   12.0
## 828   NA        178             American Pale Ale (APA)   12.0
## 829   NA         27                      Czech Pilsener   16.0
## 830   NA        166                 American Blonde Ale   16.0
## 831   NA         25             American Pale Wheat Ale   16.0
## 832   NA        178              Saison / Farmhouse Ale   12.0
## 833   NA        178                     American Porter   12.0
## 834   NA        206                        American IPA   12.0
## 835   NA        206                     German Pilsener   12.0
## 836   NA        166              Fruit / Vegetable Beer   16.0
## 837   NA         28                        American IPA   16.0
## 838   NA         18                        American IPA   16.0
## 839   NA         26                    Quadrupel (Quad)   16.0
## 840   NA        166              Fruit / Vegetable Beer   16.0
## 841   NA        166           Dortmunder / Export Lager   16.0
## 842   NA        206                        American IPA   12.0
## 843   NA         27                         Belgian IPA   16.0
## 844   NA         18                       Irish Red Ale   16.0
## 845   NA         25             American Pale Wheat Ale   16.0
## 846   NA         18      American Double / Imperial IPA   16.0
## 847   NA         20             American Pale Ale (APA)   16.0
## 848   NA        178                        American IPA   12.0
## 849   NA        178                       Oatmeal Stout   12.0
## 850   NA         17                          Doppelbock   16.0
## 851   NA         25                  American Brown Ale   16.0
## 852   NA         26                        Scottish Ale   16.0
## 853   NA         26                           Cream Ale   16.0
## 854   NA         26             American Pale Ale (APA)   16.0
## 855   10         27             American Pale Ale (APA)   16.0
## 856   NA         27                     American Porter   16.0
## 857   NA         25                           Cream Ale   12.0
## 858   NA         26                  American Brown Ale   16.0
## 859   NA         25                        American IPA   16.0
## 860   NA         25                        American IPA   16.0
## 861   40         17                 American Blonde Ale   16.0
## 862   NA        166                 American Blonde Ale   16.0
## 863   NA        178             American Pale Ale (APA)   12.0
## 864   NA        359                        American IPA   16.0
## 865   NA         26                Märzen / Oktoberfest   16.0
## 866   NA         27                 American Blonde Ale   16.0
## 867   NA         27             American Pale Wheat Ale   16.0
## 868   NA        166                  American Brown Ale   16.0
## 869   85         18                          Roggenbier   16.0
## 870   NA        251             American Pale Ale (APA)   16.0
## 871   NA        166             American Dark Wheat Ale   16.0
## 872   40         26                Märzen / Oktoberfest   16.0
## 873  115         26           Dortmunder / Export Lager   16.0
## 874  115         26           Dortmunder / Export Lager   16.0
## 875  104         17                        American IPA   16.0
## 876   91         26                  English Barleywine   16.0
## 877   90        316                        American IPA   16.0
## 878   90        316                        Scottish Ale   16.0
## 879   86        166                     American Porter   16.0
## 880   77        166                Märzen / Oktoberfest   16.0
## 881   77         26                        American IPA   16.0
## 882   77        251                              Kölsch   16.0
## 883   75         25             American Pale Ale (APA)   12.0
## 884   75         26                        American IPA   16.0
## 885   75         18                     American Porter   16.0
## 886   75        178              Saison / Farmhouse Ale   12.0
## 887   75        178             American Pale Ale (APA)   12.0
## 888   75        166                     American Porter   16.0
## 889   66        166           Dortmunder / Export Lager   16.0
## 890   65         26                        American IPA   16.0
## 891   65         26              Scotch Ale / Wee Heavy   16.0
## 892   64        178             American Pale Ale (APA)   12.0
## 893   62         24             American Pale Ale (APA)   12.0
## 894   61         19                            Rye Beer   16.0
## 895   60         25              Fruit / Vegetable Beer   24.0
## 896   60         26              Scotch Ale / Wee Heavy   16.0
## 897   60         25      American Double / Imperial IPA   12.0
## 898   60         26                        American IPA   16.0
## 899   60        251                   English Brown Ale   16.0
## 900   58         28             Belgian Strong Dark Ale   16.0
## 901   55         22             American Pale Wheat Ale   16.0
## 902   50        166                        American IPA   16.0
## 903   50         21                        American IPA   16.0
## 904   50         28                        American IPA   16.0
## 905   50         28                  English Strong Ale   16.0
## 906   50         25                  American Black Ale   16.0
## 907   48         18              Fruit / Vegetable Beer   16.0
## 908   46         18              Russian Imperial Stout   16.0
## 909   45         18                     American Porter   16.0
## 910   40        251              Fruit / Vegetable Beer   16.0
## 911   40         26                  English Barleywine   16.0
## 912   37         25             American Pale Ale (APA)   16.0
## 913   36         26              Scotch Ale / Wee Heavy   16.0
## 914   36        178              Saison / Farmhouse Ale   12.0
## 915   36         26             Belgian Strong Pale Ale   16.0
## 916   35         28                    Belgian Dark Ale   16.0
## 917   33        316                 American Blonde Ale   16.0
## 918   33         26                     American Porter   16.0
## 919   33        178      American Double / Imperial IPA   12.0
## 920   31         26              Scotch Ale / Wee Heavy   16.0
## 921   30        166                 American Blonde Ale   16.0
## 922   30         26                    Belgian Dark Ale   16.0
## 923   30         26                        Scottish Ale   16.0
## 924   30        178                         Belgian IPA   12.0
## 925   29        316                             Witbier   16.0
## 926   27         23                       Oatmeal Stout   16.0
## 927   27        507            American Amber / Red Ale   12.0
## 928   27         23                        American IPA   16.0
## 929   27         26                     German Pilsener   16.0
## 930   27         26                     Irish Dry Stout   16.0
## 931   26         23                    Belgian Pale Ale   16.0
## 932   25         26              Scotch Ale / Wee Heavy   16.0
## 933   25        203                             Witbier   16.0
## 934   24         22                       Oatmeal Stout   16.0
## 935   24        166                        American IPA   16.0
## 936   24        203                        American IPA   16.0
## 937   23        166               English Dark Mild Ale   16.0
## 938   23        178                        American IPA   12.0
## 939   23        166                       English Stout   16.0
## 940   23        166                     American Porter   16.0
## 941   23         26                    Belgian Pale Ale   16.0
## 942   23         26 Extra Special / Strong Bitter (ESB)   16.0
## 943   23        349                 American Pale Lager   12.0
## 944   23         26      American Double / Imperial IPA   16.0
## 945   23         26                        American IPA   16.0
## 946   23         22             American Pale Ale (APA)   16.0
## 947   22         18                      Czech Pilsener   16.0
## 948   22         26              Russian Imperial Stout   16.0
## 949   22         26                  Flanders Oud Bruin   16.0
## 950   22        166                      American Stout   16.0
## 951   22        166                     Euro Dark Lager   16.0
## 952   20         28                              Kölsch   16.0
## 953   20        203                        American IPA   16.0
## 954   20         26                        American IPA   16.0
## 955   18         26                        Scottish Ale   16.0
## 956   18         29                              Dubbel   12.0
## 957   18         23                        American IPA   16.0
## 958   16         26                             Altbier   16.0
## 959   15        166                             Witbier   16.0
## 960   15         22      California Common / Steam Beer   16.0
## 961   13         26                         Belgian IPA   16.0
## 962   12         26             American Pale Ale (APA)   16.0
## 963    8         26                     American Porter   16.0
## 964   NA         46                       Oatmeal Stout   16.0
## 965   NA        501              Fruit / Vegetable Beer   12.0
## 966   NA         46             American Pale Wheat Ale   16.0
## 967   NA         46                        American IPA   16.0
## 968  110         46              Saison / Farmhouse Ale   16.0
## 969   93        501            American Amber / Red Ale   12.0
## 970   93        501             American Pale Wheat Ale   12.0
## 971   60         46                  American Brown Ale   16.0
## 972   44         46 Extra Special / Strong Bitter (ESB)   16.0
## 973   35        284                        American IPA   12.0
## 974   34         46                     American Porter   16.0
## 975   22         46                  Milk / Sweet Stout   16.0
## 976   22         46                  Milk / Sweet Stout   16.0
## 977   20         46                  American Brown Ale   16.0
## 978   20         46             American Pale Ale (APA)   16.0
## 979   20         46      American Double / Imperial IPA   16.0
## 980   20         46                              Tripel   16.9
## 981   20         46                        American IPA   16.0
## 982   20         46                              Tripel   16.0
## 983   20         46              Saison / Farmhouse Ale   16.0
## 984   16        284               English Pale Mild Ale   12.0
## 985   16         46             American Pale Wheat Ale   12.0
## 986   12         46                     German Pilsener   16.0
## 987   NA          2      American Double / Imperial IPA   16.0
## 988   NA          2                   English Brown Ale   16.0
## 989   45        389                        American IPA   16.0
## 990   NA        101                        American IPA   12.0
## 991   NA        101                Herbed / Spiced Beer   12.0
## 992   NA        389                              Kölsch   16.0
## 993   NA          2                        American IPA   16.0
## 994   80          2                   American Wild Ale   16.0
## 995   68        101                     American Porter   12.0
## 996   68          2                    American Pilsner   16.0
## 997   68          2                    Belgian Pale Ale   16.0
## 998   65          2                         Pumpkin Ale   16.0
## 999   42          2              Saison / Farmhouse Ale   16.0
## 1000  38        101            American Amber / Red Ale   12.0
## 1001  25         63                        American IPA   16.0
## 1002  25          2             American Pale Ale (APA)   16.0
## 1003  21          2      American Double / Imperial IPA   16.0
## 1004  20          2                  English Barleywine   16.0
## 1005  20         63                  American Brown Ale   16.0
## 1006  17          2                     German Pilsener   16.0
## 1007  13          2                  Milk / Sweet Stout   16.0
## 1008  NA        153             American Pale Ale (APA)   12.0
## 1009  48        153                        American IPA   12.0
## 1010  41        175             American Pale Ale (APA)   12.0
## 1011  22        175                 American Blonde Ale   12.0
## 1012  NA        270             American Pale Ale (APA)   12.0
## 1013  NA        175                        American IPA   16.0
## 1014  NA        270                 American Pale Lager   12.0
## 1015  28        534              Fruit / Vegetable Beer   12.0
## 1016  NA        175               English Dark Mild Ale   12.0
## 1017  60        175                      American Stout   16.0
## 1018  52        153                     American Porter   12.0
## 1019  49        153                 American Blonde Ale   12.0
## 1020  37        534          American Amber / Red Lager   12.0
## 1021  35        534                        American IPA   12.0
## 1022  28        153                 American Blonde Ale   12.0
## 1023  21        175      American Double / Imperial IPA   16.0
## 1024  18        153              Fruit / Vegetable Beer   12.0
## 1025  17        554                              Kölsch   12.0
## 1026  13        153            American Amber / Red Ale   12.0
## 1027  NA        235                Märzen / Oktoberfest   12.0
## 1028  NA        268            American Amber / Red Ale   16.0
## 1029  NA        478              Saison / Farmhouse Ale   12.0
## 1030  NA        235                         Pumpkin Ale   12.0
## 1031  NA        231      American Double / Imperial IPA   16.0
## 1032  NA        301             American Pale Wheat Ale   12.0
## 1033  NA        272                      Czech Pilsener   12.0
## 1034  NA        301                                Bock   12.0
## 1035  70        478                      American Stout   12.0
## 1036  NA        301                              Radler   12.0
## 1037  NA          3           American India Pale Lager   16.0
## 1038  NA        296                        American IPA   12.0
## 1039  NA        306            American Amber / Red Ale   16.0
## 1040  NA        447                               Cider   12.0
## 1041  NA        301                             Witbier   12.0
## 1042  NA        179                        American IPA   12.0
## 1043  NA        496             American Pale Ale (APA)   12.0
## 1044  NA        235                        American IPA   12.0
## 1045  NA        352                        American IPA   12.0
## 1046  NA        301                        Vienna Lager   12.0
## 1047  NA          3          Keller Bier / Zwickel Bier   16.0
## 1048  NA        235                              Kölsch   12.0
## 1049  NA        268                 American Blonde Ale   16.0
## 1050  22        179                    American Pilsner   12.0
## 1051  NA        279        English India Pale Ale (IPA)   12.0
## 1052  13        301                        American IPA   16.0
## 1053  NA        496                        American IPA   12.0
## 1054  NA        235                Herbed / Spiced Beer   12.0
## 1055  NA          3           American India Pale Lager   12.0
## 1056  NA        319                            Rye Beer   12.0
## 1057  40        272                        American IPA   12.0
## 1058 130        146                         Pumpkin Ale   12.0
## 1059  85        279             American Pale Ale (APA)   12.0
## 1060  85        294                        American IPA   16.0
## 1061  80        104                        American IPA   12.0
## 1062  80        235                  American White IPA   12.0
## 1063  69        478                        American IPA   12.0
## 1064  65        296                        American IPA   12.0
## 1065  64        352          American Amber / Red Lager   12.0
## 1066  55        231                        American IPA   12.0
## 1067  55        301                Märzen / Oktoberfest   12.0
## 1068  55        231            American Amber / Red Ale   12.0
## 1069  50        296                        American IPA   12.0
## 1070  45        496                             Witbier   12.0
## 1071  45        301                        Vienna Lager   16.0
## 1072  45        305      American Double / Imperial IPA   12.0
## 1073  45          3                 American Pale Lager   12.0
## 1074  45        447                               Cider   12.0
## 1075  43        231                     German Pilsener   12.0
## 1076  42          3           American India Pale Lager   12.0
## 1077  42        235                        American IPA   12.0
## 1078  42        319            American Amber / Red Ale   12.0
## 1079  40        319 Extra Special / Strong Bitter (ESB)   12.0
## 1080  37        235             American Pale Wheat Ale   12.0
## 1081  37        146                         Light Lager   12.0
## 1082  35        301                        Vienna Lager   12.0
## 1083  35        104                               Other   12.0
## 1084  30        235                        American IPA   12.0
## 1085  30        104              Fruit / Vegetable Beer   12.0
## 1086  30        340                        American IPA   16.0
## 1087  30        235                               Cider   12.0
## 1088  30        146                             Witbier   12.0
## 1089  28        235                              Kölsch   12.0
## 1090  28        231                         Pumpkin Ale   16.0
## 1091  28        296             American Pale Wheat Ale   12.0
## 1092  22         96                            Rye Beer   12.0
## 1093  20        296                    English Pale Ale   12.0
## 1094  20        104             American Pale Ale (APA)   12.0
## 1095  20        146                 Munich Helles Lager   12.0
## 1096  20        146                    English Pale Ale   12.0
## 1097  18        296                        American IPA   12.0
## 1098  17        296                        American IPA   12.0
## 1099  16        235                              Kölsch   12.0
## 1100  15        296                         Pumpkin Ale   12.0
## 1101  15        352                Märzen / Oktoberfest   12.0
## 1102  15        296              Fruit / Vegetable Beer   12.0
## 1103  10        296      American Double / Imperial IPA   12.0
## 1104  10        512                    English Pale Ale   12.0
## 1105  10        124                 American Blonde Ale   12.0
## 1106  10        146                         Light Lager   12.0
## 1107   8        146                        American IPA   12.0
## 1108   7        296                             Witbier   12.0
## 1109  NA         69                 American Blonde Ale   16.0
## 1110  NA        522                        American IPA   12.0
## 1111  NA         69                     American Porter   16.0
## 1112  NA        256                  American Black Ale   12.0
## 1113  NA        522                 American Pale Lager   12.0
## 1114  NA         69                        American IPA   16.0
## 1115  55         72      American Double / Imperial IPA   12.0
## 1116  NA        263                    Belgian Pale Ale   12.0
## 1117  NA        480                           Cream Ale   12.0
## 1118  18         69                         Belgian IPA   16.0
## 1119  NA        263                              Dubbel   12.0
## 1120  90         72                                Gose   12.0
## 1121  60        256              Saison / Farmhouse Ale   12.0
## 1122  45         69                            Rye Beer   16.0
## 1123  45        256                  American Black Ale   12.0
## 1124  30        480                        American IPA   12.0
## 1125  28        263                    Belgian Pale Ale   12.0
## 1126  25         72             American Pale Ale (APA)   12.0
## 1127  18         72                             Altbier   12.0
## 1128  17        480                Märzen / Oktoberfest   12.0
## 1129  10        115                        American IPA   12.0
## 1130  NA        107                        American IPA   12.0
## 1131  NA        386                        American IPA   12.0
## 1132  NA         43             American Pale Ale (APA)   16.0
## 1133  NA        293             American Pale Wheat Ale   12.0
## 1134  NA        318              Russian Imperial Stout   16.0
## 1135  NA        293                          Hefeweizen   16.0
## 1136  NA        386             American Pale Wheat Ale   12.0
## 1137  NA        293                        American IPA   12.0
## 1138  35        386                         Pumpkin Ale   12.0
## 1139  NA        293      California Common / Steam Beer   12.0
## 1140  NA        324                              Kölsch   12.0
## 1141   8         43                                Gose   16.0
## 1142 108        267             American Pale Wheat Ale   12.0
## 1143  NA        493                 American Blonde Ale   12.0
## 1144  NA        293                            Rye Beer   12.0
## 1145  NA        293            American Amber / Red Ale   12.0
## 1146  NA        386                 American Blonde Ale   12.0
## 1147  NA        293              Foreign / Export Stout   12.0
## 1148  NA        318      American Double / Imperial IPA   16.0
## 1149  NA        293             American Pale Ale (APA)   12.0
## 1150  70        503              Fruit / Vegetable Beer   12.0
## 1151  69        318                        American IPA   16.0
## 1152  65        318             American Pale Ale (APA)   16.0
## 1153  61        324                    English Pale Ale   12.0
## 1154  42        267                    American Pilsner   12.0
## 1155  35        318             American Pale Ale (APA)   16.0
## 1156  28        293             American Pale Wheat Ale   12.0
## 1157  NA        254            American Amber / Red Ale   12.0
## 1158  18         11                    Belgian Dark Ale   16.0
## 1159  NA         11                    Belgian Dark Ale   16.0
## 1160  NA         11                         Belgian IPA   16.0
## 1161  NA         11                            Rye Beer   16.0
## 1162  NA         85                  American Brown Ale   12.0
## 1163  NA         11                    Belgian Dark Ale   16.0
## 1164  NA         11                         Belgian IPA   16.0
## 1165  NA         11                         Belgian IPA   16.0
## 1166  NA         11                      Bière de Garde   16.0
## 1167  NA         40                     American Porter   16.0
## 1168  NA         11                    Belgian Pale Ale   16.0
## 1169  NA         85                  American Brown Ale   12.0
## 1170  NA         11                        Dunkelweizen   16.0
## 1171  NA         11                     American Porter   16.0
## 1172  NA         11                            Rye Beer   16.0
## 1173  NA        441                             Witbier   16.0
## 1174  15         11                    Belgian Dark Ale   16.0
## 1175  NA         11                      American Stout   16.0
## 1176  NA         14                  American Black Ale   12.0
## 1177  NA         11                       Oatmeal Stout   16.0
## 1178  NA        186                               Cider   16.0
## 1179  NA         11                           Rauchbier   16.0
## 1180  NA         11              Saison / Farmhouse Ale   16.0
## 1181  NA         85                 American Blonde Ale   12.0
## 1182  NA         85            American Amber / Red Ale   12.0
## 1183  NA        163                           Cream Ale   16.0
## 1184  NA         14                 American Blonde Ale   12.0
## 1185  NA         13                        American IPA   12.0
## 1186  NA         11            American Amber / Red Ale   16.0
## 1187  NA         12                              Dubbel   16.0
## 1188  NA         11                    Quadrupel (Quad)   16.0
## 1189  NA         11                         Belgian IPA   16.0
## 1190  NA         11                         Belgian IPA   16.0
## 1191  NA         14                  American Brown Ale   12.0
## 1192  NA         86            American Amber / Red Ale   16.0
## 1193  NA         16                        American IPA   12.0
## 1194  NA         11                             Witbier   16.0
## 1195  NA          9                      American Stout   16.0
## 1196  35         14                        American IPA   12.0
## 1197  NA         11                      Bière de Garde   16.0
## 1198  NA         85                        Scottish Ale   12.0
## 1199  NA        122                             Altbier   16.0
## 1200  NA         11              Russian Imperial Stout   16.0
## 1201  NA         11              Fruit / Vegetable Beer   16.0
## 1202  NA         13                  American Brown Ale   12.0
## 1203  15         13                           Cream Ale   12.0
## 1204  NA        122              Fruit / Vegetable Beer   16.0
## 1205  NA         11                              Tripel   16.0
## 1206  NA        186                               Cider   16.0
## 1207  NA         10             American Pale Ale (APA)   16.0
## 1208  NA         11                             Witbier   16.0
## 1209  20          9                        American IPA   16.0
## 1210  NA         11             Belgian Strong Pale Ale   16.0
## 1211  NA        254                        American IPA   12.0
## 1212  NA         73              Fruit / Vegetable Beer   16.0
## 1213  20         11              Saison / Farmhouse Ale   16.0
## 1214  NA        542             American Pale Wheat Ale   12.0
## 1215  NA          8                        American IPA   16.0
## 1216  12         16                        American IPA   12.0
## 1217  NA        261            American Amber / Red Ale   16.0
## 1218  NA        138                               Cider   16.0
## 1219  NA         11                             Witbier   16.0
## 1220   5         73                 Munich Helles Lager   12.0
## 1221  NA         12                 American Pale Lager   16.0
## 1222  NA         12                        American IPA   16.0
## 1223  NA         11                    Belgian Pale Ale   16.0
## 1224  NA         14                        American IPA   12.0
## 1225  23        230                  Milk / Sweet Stout   16.0
## 1226  NA        441                       Irish Red Ale   16.0
## 1227  NA        542             American Pale Ale (APA)   12.0
## 1228  NA         85                             Witbier   12.0
## 1229  21        403                 American Pale Lager   12.0
## 1230  NA         16              Scotch Ale / Wee Heavy   12.0
## 1231  NA        186                               Cider   16.0
## 1232  NA         11                          Doppelbock   16.0
## 1233  NA        186                               Cider   16.0
## 1234  NA         11              Saison / Farmhouse Ale   16.0
## 1235  NA        255                               Cider   16.0
## 1236  32        122                        American IPA   16.0
## 1237  NA        339                               Cider   16.0
## 1238  NA         14             American Pale Ale (APA)   12.0
## 1239  65         11    American Double / Imperial Stout   16.0
## 1240  NA         11                    Belgian Dark Ale   16.0
## 1241  NA        230              American Adjunct Lager   16.0
## 1242  NA        230            American Amber / Red Ale   16.0
## 1243  20         11                    Belgian Pale Ale   16.0
## 1244  NA        187                               Cider   16.0
## 1245  NA         11                      American Stout   16.0
## 1246  12        125                       Winter Warmer   16.0
## 1247  NA         77             American Pale Wheat Ale   16.0
## 1248  NA         85             American Pale Ale (APA)   12.0
## 1249  NA        125                         Pumpkin Ale   16.0
## 1250  NA          8                             Witbier   16.0
## 1251  NA        397                        American IPA   16.0
## 1252  NA        125             American Pale Ale (APA)   16.0
## 1253  NA         11                   American Wild Ale   16.0
## 1254  NA         11                         Belgian IPA   16.0
## 1255  NA         73      American Double / Imperial IPA   16.0
## 1256  NA        230                      Czech Pilsener   16.0
## 1257  NA          8                     American Porter   16.0
## 1258  NA        254                 Munich Helles Lager   12.0
## 1259  NA        230                     American Porter   16.0
## 1260  NA         73                        American IPA   12.0
## 1261  NA         73                     American Porter   16.0
## 1262  NA         73                 American Blonde Ale   12.0
## 1263  NA         11              Saison / Farmhouse Ale   16.0
## 1264  NA        125                        American IPA   12.0
## 1265  NA        339                               Cider   16.0
## 1266  77         11                    Quadrupel (Quad)   16.0
## 1267  NA         13              Foreign / Export Stout   12.0
## 1268  NA         11                              Tripel   16.0
## 1269  NA         11                           Rauchbier   16.0
## 1270  NA         11                         Belgian IPA   16.0
## 1271  NA         11                    Belgian Dark Ale   16.0
## 1272  NA         77             American Pale Wheat Ale   12.0
## 1273  40        186                               Cider   16.0
## 1274  NA         60                          Hefeweizen   12.0
## 1275  NA         77                  American Brown Ale   16.0
## 1276  30         60                        American IPA   12.0
## 1277  NA        439             American Pale Ale (APA)   16.0
## 1278  NA        125            American Amber / Red Ale   16.0
## 1279  NA         77                            Rye Beer   16.0
## 1280  NA         11            American Amber / Red Ale   16.0
## 1281 115         11                    Belgian Pale Ale   16.0
## 1282  74         13             American Pale Wheat Ale   12.0
## 1283  72        125                      Czech Pilsener   16.0
## 1284  69        441             American Pale Ale (APA)   16.0
## 1285  65         11             Belgian Strong Dark Ale   16.0
## 1286  65        125             American Pale Wheat Ale   16.0
## 1287  62         11                      Bière de Garde   16.0
## 1288  58         11                   American Wild Ale   16.0
## 1289  55         11              Saison / Farmhouse Ale   16.0
## 1290  55         12            American Amber / Red Ale   16.0
## 1291  54         77                             Witbier   16.0
## 1292  51         11                  American Black Ale   16.0
## 1293  50         11    American Double / Imperial Stout   16.0
## 1294  47        125                              Tripel   16.0
## 1295  42         11                    Belgian Dark Ale   16.0
## 1296  40        255                               Cider   16.0
## 1297  35         13                        American IPA   12.0
## 1298  35        230              American Adjunct Lager   12.0
## 1299  35        255                               Cider   16.0
## 1300  35         15                  American Brown Ale   12.0
## 1301  30         11                         Belgian IPA   16.0
## 1302  25         11                              Dubbel   16.0
## 1303  25        339                               Cider   16.0
## 1304  25         11              Fruit / Vegetable Beer   16.0
## 1305  20         11              Saison / Farmhouse Ale   16.0
## 1306  18         11                        American IPA   16.0
## 1307  17        125                        American IPA   16.0
## 1308  15         11      American Double / Imperial IPA   16.0
## 1309  15         11                      Bière de Garde   16.0
## 1310  12         11              Saison / Farmhouse Ale   16.0
## 1311  12        439                      American Stout   16.0
## 1312  12         60                   English Brown Ale   12.0
## 1313  11         15                        American IPA   12.0
## 1314  11        230                        American IPA   16.0
## 1315  10        399                 American Blonde Ale   16.0
## 1316  10        439            American Amber / Red Ale   12.0
## 1317   8         60            American Amber / Red Ale   12.0
## 1318   6         77                        American IPA   16.0
## 1319  NA        278                       Winter Warmer   12.0
## 1320  NA         62                        American IPA   16.0
## 1321  NA        278              Fruit / Vegetable Beer   12.0
## 1322  NA         62                        American IPA   16.0
## 1323  NA        245              Saison / Farmhouse Ale   16.0
## 1324  NA         62 Extra Special / Strong Bitter (ESB)   16.0
## 1325  40        278                        American IPA   12.0
## 1326  NA        278             American Pale Ale (APA)   12.0
## 1327  83         76                     German Pilsener   12.0
## 1328 120         62                  American Black Ale   16.0
## 1329 100          1                  Milk / Sweet Stout   16.0
## 1330  99          1                   English Brown Ale   16.0
## 1331  90        259      California Common / Steam Beer   12.0
## 1332  90        245                     German Pilsener   16.0
## 1333  87         62                        American IPA   16.0
## 1334  85          1                     American Porter   16.0
## 1335  85        143                           Cream Ale   12.0
## 1336  80        278             American Pale Wheat Ale   12.0
## 1337  76         59      American Double / Imperial IPA   16.0
## 1338  70        278                  American Black Ale   12.0
## 1339  69         62                  American Brown Ale   16.0
## 1340  68         62                  American Brown Ale   16.0
## 1341  55        143                  American Brown Ale   12.0
## 1342  55         59 Extra Special / Strong Bitter (ESB)   12.0
## 1343  50         62                            Rye Beer   16.0
## 1344  50        445                            Rye Beer   16.0
## 1345  49        259                     German Pilsener   12.0
## 1346  48        445             American Pale Ale (APA)   16.0
## 1347  47          1                         Pumpkin Ale   16.0
## 1348  45        139             American Pale Ale (APA)   12.0
## 1349  45        445      American Double / Imperial IPA   16.0
## 1350  45         54      American Double / Imperial IPA   16.0
## 1351  44          1 Extra Special / Strong Bitter (ESB)   16.0
## 1352  43        259                        American IPA   12.0
## 1353  40         54                 American Blonde Ale   12.0
## 1354  38         76                  American Black Ale   12.0
## 1355  38         62              Saison / Farmhouse Ale   16.0
## 1356  37        445                       Oatmeal Stout   16.0
## 1357  35        445                        American IPA   16.0
## 1358  34         62                      English Bitter   16.0
## 1359  34        475                        American IPA   16.0
## 1360  33        475                              Shandy   16.0
## 1361  32         76                  American Black Ale   12.0
## 1362  30         76                        American IPA   12.0
## 1363  30         62                        American IPA   16.0
## 1364  28         62      American Double / Imperial IPA   16.0
## 1365  27         62          Keller Bier / Zwickel Bier   16.0
## 1366  27         76 Extra Special / Strong Bitter (ESB)   12.0
## 1367  26        259                         Schwarzbier   12.0
## 1368  25          1                        American IPA   16.0
## 1369  22         59             American Pale Ale (APA)   16.0
## 1370  20        143             American Pale Wheat Ale   12.0
## 1371  19         54        English India Pale Ale (IPA)   12.0
## 1372  18        143             American Pale Ale (APA)   12.0
## 1373  10         76                        American IPA   12.0
## 1374  NA        443                         Pumpkin Ale   12.0
## 1375  NA         61                  American Black Ale   12.0
## 1376  NA         61             American Pale Wheat Ale   12.0
## 1377  NA        327                         Schwarzbier   12.0
## 1378  70        429                 Munich Helles Lager   12.0
## 1379  NA        443                        American IPA   12.0
## 1380  NA         61                  Berliner Weissbier   12.0
## 1381  NA        133                 American Pale Lager   16.0
## 1382  38        133                                Bock   12.0
## 1383  NA        443              Fruit / Vegetable Beer   12.0
## 1384  NA         61            American Amber / Red Ale   12.0
## 1385  NA        327                     German Pilsener   12.0
## 1386  NA         88                        American IPA   16.0
## 1387  89        429                          Hefeweizen   12.0
## 1388  80         88             American Pale Wheat Ale   16.0
## 1389  70        315                  American Black Ale   16.0
## 1390  70        315                     American Porter   16.0
## 1391  66        315                 American Blonde Ale   16.0
## 1392  65        327             American Pale Wheat Ale   12.0
## 1393  45        315            American Amber / Red Ale   16.0
## 1394  35        327                Märzen / Oktoberfest   12.0
## 1395  30        189                 American Blonde Ale   12.0
## 1396  30        315                          Chile Beer   16.0
## 1397  28         61                 American Blonde Ale   12.0
## 1398  28        133                        American IPA   12.0
## 1399  25        315                        American IPA   16.0
## 1400  24        133            American Amber / Red Ale   12.0
## 1401  24        429                        American IPA   12.0
## 1402  24        315             American Dark Wheat Ale   16.0
## 1403  21        189                        American IPA   12.0
## 1404  20         61                        American IPA   12.0
## 1405  20        327                 Munich Helles Lager   12.0
## 1406  18         32                        American IPA   12.0
## 1407  18        315              Fruit / Vegetable Beer   16.0
## 1408  18        429             American Pale Wheat Ale   12.0
## 1409  18        133                          Chile Beer   12.0
## 1410  17        133                           Cream Ale   12.0
## 1411  16        429                  American Brown Ale   12.0
## 1412  14         61                        American IPA   12.0
## 1413  11         61                  American Brown Ale   12.0
## 1414  11        429                         Schwarzbier   12.0
## 1415   7        133                       English Stout   12.0
## 1416  80        134            American Amber / Red Ale   16.0
## 1417  72        134                 American Blonde Ale   12.0
## 1418  65        134             American Pale Ale (APA)   12.0
## 1419  60        134 Extra Special / Strong Bitter (ESB)   12.0
## 1420  60        246               English Dark Mild Ale   12.0
## 1421  45        246                    Belgian Pale Ale   12.0
## 1422  40        134             American Pale Ale (APA)   16.0
## 1423  31        134                       Oatmeal Stout   16.0
## 1424  20        134                        American IPA   16.0
## 1425  20        134                 American Blonde Ale   16.0
## 1426  18        134                        American IPA   16.0
## 1427  42        220                     American Porter   12.0
## 1428  NA        337                  American Brown Ale   12.0
## 1429  15        538            American Amber / Red Ale   12.0
## 1430  NA        337             American Pale Wheat Ale   12.0
## 1431  NA        337                    English Pale Ale   12.0
## 1432  36        220                          Hefeweizen   12.0
## 1433  NA        337                  American Brown Ale   12.0
## 1434  70        220                     American Porter   12.0
## 1435  NA        500                     Irish Dry Stout   16.0
## 1436  NA        511              Scotch Ale / Wee Heavy   16.0
## 1437  NA        536                             Witbier   12.0
## 1438  27        500                 Munich Helles Lager   16.0
## 1439  NA        511              Scotch Ale / Wee Heavy   16.0
## 1440  NA        337             American Pale Wheat Ale   12.0
## 1441  NA        337                        American IPA   12.0
## 1442  NA        337                 American Blonde Ale   12.0
## 1443  45        410            American Amber / Red Ale   16.0
## 1444  80        511                        American IPA   16.0
## 1445  65        538                          Hefeweizen   12.0
## 1446  65        220                        American IPA   12.0
## 1447  65        500                                Bock   16.0
## 1448  65        337                    English Pale Ale   12.0
## 1449  65        337                  American Brown Ale   12.0
## 1450  60        511                        American IPA   16.0
## 1451  52        408                 American Blonde Ale   12.0
## 1452  52        410                        American IPA   16.0
## 1453  50        536                 American Blonde Ale   12.0
## 1454  40        337                  English Strong Ale   12.0
## 1455  40        220            American Amber / Red Ale   12.0
## 1456  35        538                        American IPA   12.0
## 1457  35        337                        American IPA   12.0
## 1458  35        511             American Pale Ale (APA)   16.0
## 1459  26        544                 American Pale Lager   24.0
## 1460  26        544                 American Pale Lager   12.0
## 1461  26        408                  American Brown Ale   12.0
## 1462  25        538                        Scottish Ale   12.0
## 1463  15        511                        American IPA   16.0
## 1464  15        337             American Pale Wheat Ale   12.0
## 1465  11        408             American Pale Ale (APA)   12.0
## 1466  11        538                              Kölsch   12.0
## 1467  NA        498                 American Blonde Ale   12.0
## 1468  35        505                 American Blonde Ale   12.0
## 1469  NA        390                        Scottish Ale   12.0
## 1470  NA        325                        American IPA   12.0
## 1471  NA        361            American Amber / Red Ale   12.0
## 1472  20        361                        American IPA   12.0
## 1473  NA        348             American Pale Ale (APA)   12.0
## 1474  NA        529                        American IPA   12.0
## 1475  NA        498                             Witbier   12.0
## 1476  65        390      American Double / Imperial IPA   16.0
## 1477  NA        181                        American IPA   16.0
## 1478  NA        498               English Dark Mild Ale   12.0
## 1479  NA        505                 American Blonde Ale   12.0
## 1480  50        325             American Pale Ale (APA)   12.0
## 1481  NA         97                     American Porter   12.0
## 1482  50        361                              Tripel   12.0
## 1483  NA        332                           Cream Ale   12.0
## 1484  NA        150                  American Brown Ale   12.0
## 1485  NA        529                     American Porter   12.0
## 1486  NA        390             American Pale Ale (APA)   12.0
## 1487  NA        150                          Hefeweizen   12.0
## 1488  NA        434                              Kölsch   12.0
## 1489  NA        525                        American IPA   12.0
## 1490  60        446             American Pale Ale (APA)   12.0
## 1491  NA        390              Russian Imperial Stout   12.0
## 1492  NA        332                             Witbier   12.0
## 1493  NA        390      American Double / Imperial IPA   12.0
## 1494   5         70                     American Porter   16.0
## 1495  NA         97                  American Brown Ale   12.0
## 1496  98        498            American Amber / Red Ale   12.0
## 1497  85        446                        Vienna Lager   12.0
## 1498  85        390             American Pale Ale (APA)   19.2
## 1499  80        361             American Pale Wheat Ale   12.0
## 1500  75         70                 American Blonde Ale   16.0
## 1501  73        150             American Pale Ale (APA)   12.0
## 1502  69        361                         Pumpkin Ale   12.0
## 1503  65        541             American Pale Ale (APA)   12.0
## 1504  65        180        English India Pale Ale (IPA)   12.0
## 1505  51         70                        American IPA   16.0
## 1506  47        360             American Pale Ale (APA)   16.0
## 1507  45        150                     American Porter   12.0
## 1508  42        332                       Winter Warmer   12.0
## 1509  41        332                        American IPA   12.0
## 1510  35        180                       Winter Warmer   16.0
## 1511  32        150                      American Stout   16.0
## 1512  31        434              Scotch Ale / Wee Heavy   12.0
## 1513  31        525             Belgian Strong Pale Ale   12.0
## 1514  30        360                        American IPA   16.0
## 1515  27        505                 American Blonde Ale   12.0
## 1516  26        180                              Kölsch   12.0
## 1517  24        529                              Kölsch   12.0
## 1518  23        434 Extra Special / Strong Bitter (ESB)   12.0
## 1519  23         71             American Pale Ale (APA)   16.0
## 1520  22        332                        American IPA   12.0
## 1521  22        541                          Hefeweizen   12.0
## 1522  19        361                Märzen / Oktoberfest   12.0
## 1523  17        332                           Cream Ale   12.0
## 1524  11        332                             Witbier   12.0
## 1525   5        525                             Witbier   12.0
## 1526  70        336                        Scottish Ale   12.0
## 1527  32        336             American Pale Ale (APA)   12.0
## 1528  19        336                        American IPA   12.0
## 1529  NA        381             American Pale Wheat Ale   12.0
## 1530  NA        338                        American IPA   12.0
## 1531  NA        283            American Amber / Red Ale   12.0
## 1532  50        381                      American Stout   12.0
## 1533  NA        381      American Double / Imperial IPA   12.0
## 1534  NA        381            American Amber / Red Ale   12.0
## 1535  NA        338                   English Brown Ale   12.0
## 1536  NA        283             American Dark Wheat Ale   12.0
## 1537  NA        283                             Braggot   12.0
## 1538  NA        509        English India Pale Ale (IPA)   16.0
## 1539  NA        381                     German Pilsener   12.0
## 1540  70        190             American Pale Ale (APA)   12.0
## 1541  NA        381                    American Pilsner   12.0
## 1542  NA        381              Saison / Farmhouse Ale   12.0
## 1543  NA        283                        American IPA   12.0
## 1544 100        338             American Pale Ale (APA)   12.0
## 1545  65        381                  American Brown Ale   12.0
## 1546  37        381      American Double / Imperial IPA   12.0
## 1547  37        338                         Pumpkin Ale   12.0
## 1548  37        381             American Pale Ale (APA)   12.0
## 1549  35        381 Extra Special / Strong Bitter (ESB)   12.0
## 1550  29        338                          Hefeweizen   12.0
## 1551  15        381             American Pale Ale (APA)   12.0
## 1552  11        381 Extra Special / Strong Bitter (ESB)   12.0
## 1553  10        381 Extra Special / Strong Bitter (ESB)   12.0
## 1554  NA         48                        American IPA   12.0
## 1555  NA        548             American Pale Ale (APA)   24.0
## 1556  30        548                   English Brown Ale   24.0
## 1557  NA         48                  Berliner Weissbier   12.0
## 1558  NA        110                        American IPA   12.0
## 1559  NA        110                    American Pilsner   12.0
## 1560  82         48                  Berliner Weissbier   12.0
## 1561  15         48                  Berliner Weissbier   12.0
## 1562 100        282                     Irish Dry Stout   16.0
## 1563  80        223      American Double / Imperial IPA   16.0
## 1564  65        223                        American IPA   12.0
## 1565  35        218                             Witbier   12.0
## 1566  34        223                  Berliner Weissbier   16.0
## 1567  30        218                        American IPA   12.0
## 1568  18        223                  American Black Ale   16.0
## 1569   9        282                        American IPA   16.0
## 1570  55        444                        American IPA   12.0
## 1571  NA        393              Russian Imperial Stout   12.0
## 1572  50        444                     German Pilsener   12.0
## 1573  95        393                Märzen / Oktoberfest   12.0
## 1574  NA        393                       Irish Red Ale   12.0
## 1575  26        393                        American IPA   12.0
## 1576  NA        393                     German Pilsener   12.0
## 1577  25        393              Saison / Farmhouse Ale   12.0
## 1578 100        393                  American Black Ale   12.0
## 1579  95        266            American Amber / Red Ale   12.0
## 1580  72        266                  Milk / Sweet Stout   12.0
## 1581  30        333                        American IPA   16.0
## 1582  30        266                        American IPA   12.0
## 1583  15        333                          Hefeweizen   16.0
## 1584  NA        531                Herbed / Spiced Beer   16.0
## 1585  NA        234              American Adjunct Lager   12.0
## 1586  NA        531            American Amber / Red Ale   16.0
## 1587  90        531                         Belgian IPA   16.0
## 1588  85        531               Maibock / Helles Bock   16.0
## 1589  50        531                  American Black Ale   16.0
## 1590  42        531                         Schwarzbier   16.0
## 1591  40        531                         Schwarzbier   16.0
## 1592  35        234                          Hefeweizen   12.0
## 1593  15        234      American Double / Imperial IPA   12.0
## 1594  15        234             American Pale Ale (APA)   12.0
## 1595  NA        490                  American Black Ale   16.0
## 1596  NA        300                    English Pale Ale   16.0
## 1597  NA         47                     German Pilsener   16.0
## 1598  NA         47                            Rye Beer   16.0
## 1599  NA        526                 Munich Helles Lager   12.0
## 1600  18         47                        American IPA   16.0
## 1601  NA         47              Fruit / Vegetable Beer   16.0
## 1602  NA         47                       Baltic Porter   12.0
## 1603  NA        300                     German Pilsener   12.0
## 1604  NA        330             American Pale Ale (APA)   16.0
## 1605  NA        438        English India Pale Ale (IPA)   16.0
## 1606  NA         47                        American IPA   16.0
## 1607  NA        557                        American IPA   12.0
## 1608  NA        557                          Hefeweizen   12.0
## 1609  NA        557             American Pale Ale (APA)   12.0
## 1610  NA        239                           Cream Ale   12.0
## 1611  NA        490                        Vienna Lager   12.0
## 1612  NA        526                 Munich Helles Lager   12.0
## 1613  NA        490                 American Blonde Ale   12.0
## 1614  NA        300                        American IPA   12.0
## 1615  NA        174      American Double / Imperial IPA   16.0
## 1616  NA         47                    Belgian Pale Ale   12.0
## 1617  NA        300                        American IPA   16.0
## 1618  NA        300             American Pale Wheat Ale   12.0
## 1619  NA        300                        American IPA   12.0
## 1620  NA        557                  Milk / Sweet Stout   12.0
## 1621  63        250                         Light Lager   12.0
## 1622  NA        174             American Pale Ale (APA)   12.0
## 1623 111        343                      Czech Pilsener   12.0
## 1624 103        490                  American White IPA   12.0
## 1625  85        300                              Shandy   12.0
## 1626  74        547                        American IPA   12.0
## 1627  70        438          American Amber / Red Lager   12.0
## 1628  70         47                  American Brown Ale   16.0
## 1629  69        330             American Pale Ale (APA)   16.0
## 1630  69         47                           Cream Ale   16.0
## 1631  64        174             American Pale Ale (APA)   12.0
## 1632  62         47                 American Strong Ale   12.0
## 1633  62         47             American Pale Ale (APA)   12.0
## 1634  62         47                        American IPA   24.0
## 1635  60        300                 American Pale Lager   12.0
## 1636  60        547                  American Brown Ale   16.0
## 1637  57        227                 American Strong Ale   16.0
## 1638  57         47                      American Stout   16.0
## 1639  52        539             American Pale Wheat Ale   12.0
## 1640  50         47             American Pale Wheat Ale   16.0
## 1641  50        438               English Pale Mild Ale   12.0
## 1642  49        330                  American Black Ale   16.0
## 1643  48        174                  Berliner Weissbier   12.0
## 1644  47         47      American Double / Imperial IPA   12.0
## 1645  47         47              Saison / Farmhouse Ale   16.0
## 1646  47         47      American Double / Imperial IPA   12.0
## 1647  46        300              Fruit / Vegetable Beer   12.0
## 1648  42        277 Extra Special / Strong Bitter (ESB)   12.0
## 1649  42        343                     Euro Dark Lager   12.0
## 1650  40        300                         Light Lager   12.0
## 1651  40         47                         Pumpkin Ale   16.0
## 1652  35        300                 American Blonde Ale   12.0
## 1653  35        343                        American IPA   12.0
## 1654  34        277                 American Blonde Ale   12.0
## 1655  34        300                    English Pale Ale   12.0
## 1656  28        174                        American IPA   12.0
## 1657  28        438          American Amber / Red Lager   16.0
## 1658  27         47                       Baltic Porter   12.0
## 1659  23        438               English Pale Mild Ale   12.0
## 1660  22        485          American Amber / Red Lager   12.0
## 1661  19        300                         Light Lager   12.0
## 1662  18         47                                Gose   12.0
## 1663  16         47                     German Pilsener   16.0
## 1664  16        438        English India Pale Ale (IPA)   12.0
## 1665  16         47                            Rye Beer   16.0
## 1666  12        227                Märzen / Oktoberfest   16.0
## 1667  11         47                        American IPA   16.0
## 1668   7         47                           Cream Ale   16.0
## 1669  NA        286                             Witbier   16.0
## 1670  NA         93                        American IPA   12.0
## 1671  NA        106             American Pale Wheat Ale   12.0
## 1672  NA        184                   English Brown Ale   16.0
## 1673  NA         93            American Amber / Red Ale   12.0
## 1674  NA        184                        American IPA   16.0
## 1675  33         92            American Amber / Red Ale   12.0
## 1676  NA         94                        American IPA   12.0
## 1677  NA        106                  American White IPA   12.0
## 1678  NA         94                 American Blonde Ale   12.0
## 1679  NA        106             American Pale Ale (APA)   12.0
## 1680 120         93                        American IPA   12.0
## 1681  NA         94                     American Porter   12.0
## 1682  NA        435                               Cider   16.0
## 1683  23        286                        Scottish Ale   16.0
## 1684  NA         93                   English Brown Ale   12.0
## 1685  NA         94             American Pale Ale (APA)   12.0
## 1686 126         92                        American IPA   12.0
## 1687  80         92      American Double / Imperial IPA   12.0
## 1688  75        184             American Pale Ale (APA)   16.0
## 1689  70        353 Extra Special / Strong Bitter (ESB)   16.0
## 1690  70         92                  American Brown Ale   12.0
## 1691  68        106                     American Porter   12.0
## 1692  67        225                        American IPA   16.0
## 1693  60        225             American Pale Ale (APA)   12.0
## 1694  60         92                              Kölsch   12.0
## 1695  55         94            American Amber / Red Ale   12.0
## 1696  55        322                        American IPA   16.0
## 1697  53        435                               Cider   12.0
## 1698  45         92             American Pale Ale (APA)   12.0
## 1699  42         94            American Amber / Red Ale   12.0
## 1700  42        184                 American Strong Ale   16.0
## 1701  40         92              Fruit / Vegetable Beer   16.0
## 1702  40        358                 Munich Helles Lager   16.0
## 1703  40         94                Märzen / Oktoberfest   12.0
## 1704  36         92                       Winter Warmer   12.0
## 1705  35        322             American Pale Ale (APA)   16.0
## 1706  32         95                        American IPA   16.0
## 1707  30         95                           Cream Ale   16.0
## 1708  28        148                    American Pilsner   12.0
## 1709  25        184            American Amber / Red Ale   16.0
## 1710  21         92                 American Blonde Ale   12.0
## 1711  20         94             American Pale Ale (APA)   12.0
## 1712  20        100      American Double / Imperial IPA   12.0
## 1713  18        275                 American Barleywine   12.0
## 1714  18         95                       Oatmeal Stout   16.0
## 1715  16         93              Fruit / Vegetable Beer   12.0
## 1716  16        435                               Cider   16.0
## 1717  11         95                        American IPA   16.0
## 1718  NA        506             American Dark Wheat Ale   12.0
## 1719  26        183                 American Blonde Ale   16.0
## 1720  NA        183                     American Porter   16.0
## 1721  NA        183            American Amber / Red Ale   16.0
## 1722  NA        367             American Pale Wheat Ale   12.0
## 1723  74        194                    Belgian Pale Ale   12.0
## 1724  NA        367                 American Pale Lager   12.0
## 1725  NA        183            American Amber / Red Ale   16.0
## 1726 100        331            American Amber / Red Ale   12.0
## 1727  80        367                 American Blonde Ale   12.0
## 1728  78        194                             Witbier   12.0
## 1729  37        183                 American Blonde Ale   16.0
## 1730  35        367          American Amber / Red Lager   12.0
## 1731  35        194                      American Stout   12.0
## 1732  25        367                 American Pale Lager   12.0
## 1733  25        377                 American Strong Ale   16.0
## 1734  14        377                      American Stout   16.0
## 1735  10        377                        American IPA   16.0
## 1736   9        183                        American IPA   16.0
## 1737  15        409                 American Pale Lager   12.0
## 1738  NA         81                 American Strong Ale   16.0
## 1739  NA         81                      Czech Pilsener   16.0
## 1740  NA         81                        American IPA   16.0
## 1741  NA        437                        American IPA   16.0
## 1742  NA        118                    American Pilsner   12.0
## 1743  NA        118             American Pale Ale (APA)   12.0
## 1744  NA        118      American Double / Imperial IPA   12.0
## 1745  NA        156             American Pale Ale (APA)   12.0
## 1746   4        156              American Adjunct Lager   12.0
## 1747  NA        199                 American Blonde Ale   12.0
## 1748  NA        495                        American IPA   16.0
## 1749  NA        495                     American Porter   16.0
## 1750  NA        196                              Kölsch   16.0
## 1751  50        202              Fruit / Vegetable Beer   16.0
## 1752  NA        155                               Cider   12.0
## 1753  70        155                               Cider   12.0
## 1754  NA        155                               Cider   12.0
## 1755  NA        155                               Cider   12.0
## 1756  NA        156                        American IPA   12.0
## 1757  NA        156                     American Porter   12.0
## 1758  NA        117                        American IPA   12.0
## 1759  45        117                 American Pale Lager   12.0
## 1760  NA        156            American Amber / Red Ale   12.0
## 1761  NA        156                        American IPA   12.0
## 1762  NA        375                      American Stout   12.0
## 1763  50        375      American Double / Imperial IPA   12.0
## 1764  NA        375                     American Porter   12.0
## 1765  NA        375            American Amber / Red Ale   12.0
## 1766  NA        156             American Pale Ale (APA)   12.0
## 1767  NA        156             American Pale Ale (APA)   12.0
## 1768  NA        156            American Amber / Red Ale   12.0
## 1769  NA        156                        American IPA   12.0
## 1770  NA        117                    American Pilsner   12.0
## 1771  NA        207                  American Black Ale   16.0
## 1772  NA        201             American Pale Wheat Ale   16.0
## 1773  NA        117                             Witbier   12.0
## 1774  NA        117                     Euro Dark Lager   12.0
## 1775 138         81                      American Stout   16.0
## 1776 105         81                        American IPA   16.0
## 1777 103         81                 American Strong Ale   16.0
## 1778 100        404                               Cider   16.0
## 1779  97        198                 American Pale Lager   12.0
## 1780  94        437                      Czech Pilsener   16.0
## 1781  94        202      American Double / Imperial IPA   16.0
## 1782  94        202                        Scottish Ale   16.0
## 1783  90        207                        American IPA   16.0
## 1784  90         81             American Pale Wheat Ale   16.0
## 1785  86         81             American Pale Wheat Ale   16.0
## 1786  86        201                        Dunkelweizen   16.0
## 1787  82        201                             Altbier   16.0
## 1788  75        200                        American IPA   12.0
## 1789  75        297                              Radler   12.0
## 1790  75        202            American Amber / Red Ale   16.0
## 1791  70        200                        American IPA   12.0
## 1792  70        202                        American IPA   16.0
## 1793  70        202            American Amber / Red Ale   16.0
## 1794  70         81             American Pale Wheat Ale   16.0
## 1795  70         81             American Pale Wheat Ale   16.0
## 1796  70         81             American Pale Wheat Ale   16.0
## 1797  69        465             American Pale Wheat Ale   12.0
## 1798  69        388      American Double / Imperial IPA   16.0
## 1799  65         81             American Pale Wheat Ale   16.0
## 1800  62         81             American Pale Wheat Ale   16.0
## 1801  60        201                              Kölsch   16.0
## 1802  60        423                                Mead   12.0
## 1803  60        423                                Mead   12.0
## 1804  60        405                               Cider   16.0
## 1805  60        405                               Cider   16.0
## 1806  55         81             American Pale Wheat Ale   16.0
## 1807  55         81            American Amber / Red Ale   16.0
## 1808  55        207                        American IPA   12.0
## 1809  55        207                        American IPA   16.0
## 1810  55        465                        American IPA   12.0
## 1811  55        388      American Double / Imperial IPA   16.0
## 1812  55        207                        American IPA   16.0
## 1813  53        207             American Pale Ale (APA)   16.0
## 1814  53         81            American Amber / Red Ale   16.0
## 1815  50        207             American Pale Ale (APA)   16.0
## 1816  45        200                              Kölsch   12.0
## 1817  40        200      American Double / Imperial IPA   12.0
## 1818  40        297                          Hefeweizen   12.0
## 1819  40         81                  American White IPA   16.0
## 1820  40        207                    Belgian Pale Ale   12.0
## 1821  36        156             American Pale Ale (APA)   12.0
## 1822  35        486            American Amber / Red Ale   12.0
## 1823  35        199                        American IPA   12.0
## 1824  35        199                 American Blonde Ale   12.0
## 1825  32        154                 American Blonde Ale   12.0
## 1826  32        154                     American Porter   12.0
## 1827  32        207                             Witbier   16.0
## 1828  30        200             American Pale Ale (APA)   12.0
## 1829  30        207    American Double / Imperial Stout   16.0
## 1830  30        207          American Amber / Red Lager   16.0
## 1831  30        207                        American IPA   16.0
## 1832  27        151                        American IPA   12.0
## 1833  25        156             American Pale Ale (APA)   12.0
## 1834  24        151            American Amber / Red Ale   12.0
## 1835  24        151                      American Stout   12.0
## 1836  24        154                        American IPA   12.0
## 1837  22         81             American Pale Wheat Ale   16.0
## 1838  21        388                  American Black Ale   16.0
## 1839  20        388                  American Black Ale   16.0
## 1840  20        199                        American IPA   12.0
## 1841  20        388                 American Blonde Ale   16.0
## 1842  20         81                               Cider   16.0
## 1843  20        199                 American Strong Ale   12.0
## 1844  20        486             American Pale Ale (APA)   12.0
## 1845  20        419                  American Black Ale   12.0
## 1846  20        297                          Hefeweizen   12.0
## 1847  20        290            American Amber / Red Ale   16.0
## 1848  20        388                 American Blonde Ale   16.0
## 1849  20        199                        American IPA   12.0
## 1850  20        199                 American Blonde Ale   12.0
## 1851  20        151                        American IPA   12.0
## 1852  20        195             American Pale Ale (APA)   12.0
## 1853  20         81             American Pale Wheat Ale   16.0
## 1854  20         81                              Radler   16.0
## 1855  20        156             American Pale Ale (APA)   12.0
## 1856  18        199                 American Pale Lager   12.0
## 1857  18         81             American Pale Wheat Ale   16.0
## 1858  16        419             American Pale Wheat Ale   16.0
## 1859  14        455             American Pale Ale (APA)   12.0
## 1860  13        156                        American IPA   12.0
## 1861  13         81             American Pale Wheat Ale   16.0
## 1862  NA         44                 American Blonde Ale   12.0
## 1863  NA        357                         Pumpkin Ale   12.0
## 1864  NA        432                       Irish Red Ale   12.0
## 1865  NA        165                        American IPA   12.0
## 1866  NA        357                       Winter Warmer   12.0
## 1867  NA        302                 American Pale Lager   16.0
## 1868  NA        323  American Double / Imperial Pilsner   12.0
## 1869  NA         44             American Pale Ale (APA)   12.0
## 1870  NA        323                        American IPA   12.0
## 1871  NA        165                  American Black Ale   12.0
## 1872  NA         44            American Amber / Red Ale   12.0
## 1873  NA        323             Belgian Strong Pale Ale   12.0
## 1874  NA        357                    Belgian Pale Ale   12.0
## 1875  20        130                         Light Lager   12.0
## 1876  NA         44                  American White IPA   12.0
## 1877  NA        130          American Amber / Red Lager   12.0
## 1878  NA        299            American Amber / Red Ale   12.0
## 1879  NA        165                              Kölsch   12.0
## 1880  NA        357                        American IPA   12.0
## 1881  NA         98                          Doppelbock   16.0
## 1882  NA        302                  American Brown Ale   16.0
## 1883  NA         44            American Amber / Red Ale   12.0
## 1884  NA         44                        Scottish Ale   12.0
## 1885  NA        372                          Hefeweizen   12.0
## 1886  NA        168               English Dark Mild Ale   12.0
## 1887  NA        357                Märzen / Oktoberfest   12.0
## 1888  NA         44                       Oatmeal Stout   12.0
## 1889  NA         44                         Pumpkin Ale   12.0
## 1890  NA        299                      American Stout   12.0
## 1891  25        130              American Adjunct Lager   12.0
## 1892  NA        165                   English Brown Ale   12.0
## 1893  NA         98                        American IPA   12.0
## 1894  NA        432        English India Pale Ale (IPA)   12.0
## 1895  NA        302                 American Blonde Ale   16.0
## 1896  NA        432                     German Pilsener   12.0
## 1897  NA         91                    American Pilsner   12.0
## 1898  NA        302                      American Stout   16.0
## 1899  NA        372                     German Pilsener   12.0
## 1900  NA        323                  American Brown Ale   12.0
## 1901  NA        323                             Witbier   12.0
## 1902  NA         44                        American IPA   12.0
## 1903  NA        372                Märzen / Oktoberfest   12.0
## 1904  NA        432                      American Stout   12.0
## 1905  NA        130              American Adjunct Lager   12.0
## 1906  NA         98                    American Pilsner   12.0
## 1907  NA        165             Belgian Strong Pale Ale   12.0
## 1908  NA        299              Fruit / Vegetable Beer   12.0
## 1909  NA        546                              Kölsch   12.0
## 1910  NA         44              Fruit / Vegetable Beer   12.0
## 1911  NA        357             American Pale Wheat Ale   12.0
## 1912  NA        372                        American IPA   12.0
## 1913  25        372             American Pale Ale (APA)   12.0
## 1914  NA        298                  American Brown Ale   12.0
## 1915 113        298                        American IPA   12.0
## 1916 100        373             American Pale Ale (APA)   12.0
## 1917  95        372      American Double / Imperial IPA   12.0
## 1918  93        417                               Cider   12.0
## 1919  90        165              Saison / Farmhouse Ale   12.0
## 1920  85        164                        American IPA   12.0
## 1921  85        346                        American IPA   12.0
## 1922  85        372                 Munich Helles Lager   12.0
## 1923  85        364                    American Pilsner   12.0
## 1924  75        372                 Munich Dunkel Lager   12.0
## 1925  70        168                        American IPA   12.0
## 1926  70         44          American Amber / Red Lager   12.0
## 1927  65        302                        American IPA   16.0
## 1928  45        372                       Winter Warmer   12.0
## 1929  45        546               Maibock / Helles Bock   12.0
## 1930  44        165             American Pale Ale (APA)   12.0
## 1931  42         44                             Witbier   12.0
## 1932  40        372                       Winter Warmer   12.0
## 1933  40        323                              Tripel   12.0
## 1934  40        114                      American Stout   12.0
## 1935  36         44                Märzen / Oktoberfest   12.0
## 1936  31        168             American Pale Ale (APA)   12.0
## 1937  30         98            American Amber / Red Ale   16.0
## 1938  30        372                        American IPA   12.0
## 1939  28        533                        American IPA   12.0
## 1940  28        298              Saison / Farmhouse Ale   12.0
## 1941  28        357                              Tripel   12.0
## 1942  25        357              Fruit / Vegetable Beer   12.0
## 1943  25        326                     German Pilsener   12.0
## 1944  25        357      American Double / Imperial IPA   12.0
## 1945  25        417                               Cider   12.0
## 1946  25        302             American Pale Ale (APA)   16.0
## 1947  25        302             American Pale Wheat Ale   16.0
## 1948  23        299                        American IPA   12.0
## 1949  21        302             American Pale Wheat Ale   16.0
## 1950  21        152            American Amber / Red Ale   12.0
## 1951  20        346                        American IPA   12.0
## 1952  20        364                        American IPA   12.0
## 1953  18        302                     American Porter   16.0
## 1954  18         44                        American IPA   12.0
## 1955  16         44                        American IPA   12.0
## 1956  16         98                          Doppelbock   16.0
## 1957  14        326                        American IPA   12.0
## 1958  13        302                         Pumpkin Ale   16.0
## 1959  11        372                            Grisette   12.0
## 1960   8        382                Herbed / Spiced Beer   12.0
## 1961   8        489            American Amber / Red Ale   12.0
## 1962  NA        144                           Cream Ale   16.0
## 1963  NA        380             American Pale Ale (APA)   12.0
## 1964  NA        280                     American Porter   12.0
## 1965  NA        280                        American IPA   12.0
## 1966  NA         87                Märzen / Oktoberfest   16.0
## 1967  NA        102            American Amber / Red Ale   12.0
## 1968  NA        380                     American Porter   16.0
## 1969  75        102            American Amber / Red Ale   12.0
## 1970  69        380                           Cream Ale   12.0
## 1971  54        144                  Milk / Sweet Stout   16.0
## 1972  54        380                 American Blonde Ale   16.0
## 1973  35        144             American Pale Wheat Ale   16.0
## 1974  34        144                    American Pilsner   16.0
## 1975  32        144                     German Pilsener   16.0
## 1976  30        102                        American IPA   12.0
## 1977  30        144                                Bock   16.0
## 1978  24        144                     American Porter   16.0
## 1979  24        102                              Kölsch   12.0
## 1980  24        280              Saison / Farmhouse Ale   12.0
## 1981  24        380                             Witbier   16.0
## 1982  22        380             American Pale Ale (APA)   12.0
## 1983  22        144                Märzen / Oktoberfest   16.0
## 1984  22         87      American Double / Imperial IPA   12.0
## 1985  20        144                         Light Lager   16.0
## 1986  15        144             American Pale Wheat Ale   12.0
## 1987  11        280                 American Blonde Ale   12.0
## 1988  10        380                Märzen / Oktoberfest   16.0
## 1989  NA          6      American Double / Imperial IPA   16.0
## 1990  NA          6                        American IPA   16.0
## 1991  80        385                        American IPA   12.0
## 1992  NA          6             American Pale Ale (APA)   12.0
## 1993  75        385                             Witbier   12.0
## 1994  NA        385                                Gose   12.0
## 1995  30        519                             Witbier   12.0
## 1996  NA          6                              Kölsch   16.0
## 1997  NA        385             American Pale Ale (APA)   12.0
## 1998  65          6                  American Brown Ale   12.0
## 1999  35        247                     American Porter   12.0
## 2000  30        519                   English Brown Ale   12.0
## 2001  16          6    American Double / Imperial Stout   12.0
## 2002   5        247                    Belgian Pale Ale   12.0
## 2003  NA        213                Herbed / Spiced Beer   12.0
## 2004  NA        213                           Cream Ale   12.0
## 2005  10        213                        American IPA   12.0
## 2006  26        213                     American Porter   12.0
## 2007  NA        213                 American Blonde Ale   12.0
## 2008  25        213            American Amber / Red Ale   12.0
## 2009  NA        213                  American Brown Ale   12.0
## 2010  NA        520                      Czech Pilsener   12.0
## 2011  61        313             American Pale Ale (APA)   12.0
## 2012  55        240                        American IPA   12.0
## 2013  37        240                    American Pilsner   12.0
## 2014  32        240              Saison / Farmhouse Ale   12.0
## 2015  23        520                        American IPA   12.0
## 2016  NA        427    American Double / Imperial Stout   12.0
## 2017  NA         30                                       16.0
## 2018  NA        126              Saison / Farmhouse Ale   12.0
## 2019  20         39              American Adjunct Lager   12.0
## 2020  NA        216                        Dunkelweizen   12.0
## 2021  27         30      American Double / Imperial IPA   16.0
## 2022  NA        188                         Light Lager   12.0
## 2023  NA        126          American Amber / Red Lager   12.0
## 2024  NA        128                       Baltic Porter   12.0
## 2025  NA        126                        American IPA   12.0
## 2026  NA        126                Märzen / Oktoberfest   12.0
## 2027  18         67                             Witbier   12.0
## 2028  NA        128             American Pale Ale (APA)   12.0
## 2029  NA        127               Maibock / Helles Bock   16.0
## 2030  NA        464                          Hefeweizen   12.0
## 2031  NA        126      American Double / Imperial IPA   12.0
## 2032  NA        288                        American IPA   12.0
## 2033  NA        188                    American Pilsner   12.0
## 2034  NA        214                   English Brown Ale   12.0
## 2035  NA        216              Saison / Farmhouse Ale   12.0
## 2036  NA        119              Saison / Farmhouse Ale   12.0
## 2037  NA        414                     German Pilsener   12.0
## 2038  NA        464                        American IPA   12.0
## 2039  NA        427              Saison / Farmhouse Ale   12.0
## 2040  NA        471             American Pale Wheat Ale   12.0
## 2041  NA        464                      Czech Pilsener   12.0
## 2042  NA        214             American Pale Ale (APA)   12.0
## 2043  NA        129                 American Blonde Ale   12.0
## 2044  NA        208            American Amber / Red Ale   12.0
## 2045  NA        471             American Pale Wheat Ale   12.0
## 2046  NA        126                              Kölsch   12.0
## 2047  NA        214             American Pale Wheat Ale   12.0
## 2048  NA        258                              Kölsch   16.0
## 2049  NA        126                 Munich Dunkel Lager   12.0
## 2050  NA        128                     Euro Pale Lager   12.0
## 2051  NA         30             American Pale Ale (APA)   16.0
## 2052  NA        242                        Dunkelweizen   12.0
## 2053  NA        215      American Double / Imperial IPA   16.0
## 2054  NA        471                      Czech Pilsener   12.0
## 2055  NA        471             American Pale Wheat Ale   12.0
## 2056  NA        126                          Hefeweizen   12.0
## 2057 118         39                        American IPA   12.0
## 2058 110        127                        American IPA   16.0
## 2059 110        126             American Pale Ale (APA)   12.0
## 2060 100        215                             Witbier   12.0
## 2061 100        185             American Pale Ale (APA)   12.0
## 2062 100        258              Saison / Farmhouse Ale   16.0
## 2063  90        129                 American Blonde Ale   12.0
## 2064  85        216                  American Brown Ale   12.0
## 2065  85        162                      American Stout   12.0
## 2066  75        464                 American Blonde Ale   12.0
## 2067  75        396                 American Pale Lager   12.0
## 2068  73        126                          Hefeweizen   12.0
## 2069  70        128                     German Pilsener   12.0
## 2070  70        216        English India Pale Ale (IPA)   12.0
## 2071  70        288                 American Blonde Ale   12.0
## 2072  70         78             American Pale Wheat Ale   12.0
## 2073  69        128      American Double / Imperial IPA   12.0
## 2074  63        162            American Amber / Red Ale   16.0
## 2075  60        185                      English Bitter   12.0
## 2076  52        119                 American Blonde Ale   12.0
## 2077  50        471             American Pale Ale (APA)   12.0
## 2078  50         67            American Amber / Red Ale   12.0
## 2079  50        288                     American Porter   12.0
## 2080  50        414                        American IPA   12.0
## 2081  50        129                    English Pale Ale   12.0
## 2082  47        119             American Pale Ale (APA)   12.0
## 2083  45        185                       Baltic Porter   16.0
## 2084  45         78            American Amber / Red Ale   12.0
## 2085  45        119                      Bière de Garde   12.0
## 2086  42        185          Keller Bier / Zwickel Bier   12.0
## 2087  40         30                           Cream Ale   16.0
## 2088  40         30                         Smoked Beer   16.0
## 2089  40        215                 American Blonde Ale   12.0
## 2090  40         67                                       12.0
## 2091  40        464                     American Porter   12.0
## 2092  40        119                 American Blonde Ale   16.0
## 2093  40         67                        American IPA   12.0
## 2094  36         39          American Amber / Red Lager   12.0
## 2095  35         30                        American IPA   16.0
## 2096  35        128              Saison / Farmhouse Ale   16.0
## 2097  35         78             American Pale Ale (APA)   12.0
## 2098  35        128                  American Brown Ale   12.0
## 2099  35        162      American Double / Imperial IPA   12.0
## 2100  35        471             American Pale Wheat Ale   12.0
## 2101  33        129                     German Pilsener   12.0
## 2102  33         67                             Witbier   12.0
## 2103  32        162                      American Stout   16.0
## 2104  30         67                  American Brown Ale   12.0
## 2105  27         67                 Munich Helles Lager   12.0
## 2106  27        471                 American Pale Lager   12.0
## 2107  27        414                         Schwarzbier   12.0
## 2108  26        129                 American Blonde Ale   12.0
## 2109  25        258                                Bock   16.0
## 2110  25        162                            Rye Beer   16.0
## 2111  25         78                      American Stout   12.0
## 2112  25        258                        American IPA   16.0
## 2113  25        162      American Double / Imperial IPA   16.0
## 2114  25        162              Saison / Farmhouse Ale   12.0
## 2115  23        119      American Double / Imperial IPA   12.0
## 2116  23        119      American Double / Imperial IPA   12.0
## 2117  23        396                        American IPA   12.0
## 2118  23        162              Saison / Farmhouse Ale   16.0
## 2119  22         67                  Berliner Weissbier   12.0
## 2120  21        129                  American Black Ale   12.0
## 2121  21        414             American Pale Ale (APA)   12.0
## 2122  21        119              Foreign / Export Stout   12.0
## 2123  21        119      American Double / Imperial IPA   12.0
## 2124  20        128                        American IPA   12.0
## 2125  20        119             American Pale Ale (APA)   16.0
## 2126  20        414                  American Black Ale   16.0
## 2127  20        129                             Witbier   12.0
## 2128  20        129                                Gose   12.0
## 2129  20        396                             Altbier   12.0
## 2130  20        177                 Munich Helles Lager   12.0
## 2131  20        137                     American Porter   12.0
## 2132  20        128                 American Blonde Ale   12.0
## 2133  20        177             American Pale Ale (APA)   12.0
## 2134  20        141            American Amber / Red Ale   12.0
## 2135  19        243                        American IPA   12.0
## 2136  18        396             American Pale Ale (APA)   12.0
## 2137  18        242                 American Blonde Ale   12.0
## 2138  17        242            American Amber / Red Ale   12.0
## 2139  16        119                      Bière de Garde   12.0
## 2140  15        141                             Witbier   12.0
## 2141  12        119                             Old Ale   12.0
## 2142  12        119      American Double / Imperial IPA   12.0
## 2143  10        243                           Cream Ale   12.0
## 2144   5        141             American Pale Ale (APA)   12.0
## 2145   5        119              Saison / Farmhouse Ale   12.0
## 2146  NA        303                          Doppelbock   12.0
## 2147  NA        303                  American White IPA   12.0
## 2148  NA        303             American Pale Ale (APA)   12.0
## 2149  NA        160             American Pale Ale (APA)   12.0
## 2150  NA        400             American Pale Wheat Ale   16.0
## 2151  18        160                        American IPA   12.0
## 2152  60        303                  American White IPA   12.0
## 2153  NA        365           Dortmunder / Export Lager   12.0
## 2154  40        160                 American Blonde Ale   12.0
## 2155  40        400      California Common / Steam Beer   16.0
## 2156  NA        303             American Pale Ale (APA)   12.0
## 2157  NA        365                             Altbier   12.0
## 2158   9        160             American Pale Ale (APA)   12.0
## 2159  45        160                        American IPA   12.0
## 2160  NA        160                         Pumpkin Ale   12.0
## 2161  83        303              Fruit / Vegetable Beer   12.0
## 2162  82        303      American Double / Imperial IPA   12.0
## 2163  75        400                  American Brown Ale   16.0
## 2164  75        365                         Schwarzbier   12.0
## 2165  42        365                        Vienna Lager   12.0
## 2166  34        160          American Amber / Red Lager   12.0
## 2167  32        303      American Double / Imperial IPA   12.0
## 2168  29        160                        American IPA   12.0
## 2169  22        400                        American IPA   16.0
## 2170  17        365                      Czech Pilsener   12.0
## 2171  10        160                         Schwarzbier   12.0
## 2172  15        116              Saison / Farmhouse Ale   12.0
## 2173  40        274                       Irish Red Ale   12.0
## 2174  NA        182                    American Pilsner   12.0
## 2175  NA        123                             Altbier   12.0
## 2176  65        116            American Amber / Red Ale   12.0
## 2177 135        237                      American Stout   12.0
## 2178 108        238             American Pale Ale (APA)   12.0
## 2179  88        274                        American IPA   12.0
## 2180  70        237                            Rye Beer   24.0
## 2181  70        123             American Pale Ale (APA)   12.0
## 2182  65        182             American Pale Ale (APA)   12.0
## 2183  65        237                              Kölsch   12.0
## 2184  60        182                    Belgian Pale Ale   12.0
## 2185  60        383 Extra Special / Strong Bitter (ESB)   12.0
## 2186  55        238             American Pale Ale (APA)   12.0
## 2187  55        383                     Euro Pale Lager   12.0
## 2188  52        344                        American IPA   16.0
## 2189  52        237                        American IPA   12.0
## 2190  50        431                        American IPA   12.0
## 2191  45        383             American Pale Ale (APA)   12.0
## 2192  45        307      American Double / Imperial IPA   16.0
## 2193  45        384                     German Pilsener   12.0
## 2194  42        431                      Czech Pilsener   12.0
## 2195  40        456                        American IPA   12.0
## 2196  40        116                        American IPA   12.0
## 2197  35        384                        American IPA   12.0
## 2198  33        383             American Pale Ale (APA)   12.0
## 2199  30        384                Märzen / Oktoberfest   12.0
## 2200  26        123          American Amber / Red Lager   12.0
## 2201  25         51                        American IPA   12.0
## 2202  24        384                        American IPA   16.0
## 2203  22        344             American Pale Ale (APA)   12.0
## 2204  22        344                           Cream Ale   12.0
## 2205  22        345                        American IPA   12.0
## 2206  21         51                     American Porter   12.0
## 2207  20        182              Scotch Ale / Wee Heavy   12.0
## 2208  20        456          American Amber / Red Lager   12.0
## 2209  18        415                              Kölsch   12.0
## 2210  16        123                             Altbier   12.0
## 2211  12        428          American Amber / Red Lager   16.0
## 2212  NA         42                     German Pilsener   16.0
## 2213  NA        173      American Double / Imperial IPA   16.0
## 2214  NA         42                        American IPA   16.0
## 2215  NA        335                              Shandy   12.0
## 2216  50        173      American Double / Imperial IPA   12.0
## 2217  NA        269                             Altbier   12.0
## 2218  NA        173                     American Porter   16.0
## 2219  NA        329                        American IPA   12.0
## 2220  NA        304              Fruit / Vegetable Beer   16.0
## 2221  NA        173      American Double / Imperial IPA   16.0
## 2222 120        269                             Altbier   16.0
## 2223 120        273                   American Wild Ale   16.0
## 2224  80        269        English India Pale Ale (IPA)   12.0
## 2225  55        273      American Double / Imperial IPA   16.0
## 2226  45         42                                Gose   16.0
## 2227  45        269            American Amber / Red Ale   12.0
## 2228  42        273      American Double / Imperial IPA   16.0
## 2229  33        276                  American White IPA   12.0
## 2230  30        262             American Pale Ale (APA)   12.0
## 2231  30        502                               Cider   12.0
## 2232  30        273      American Double / Imperial IPA   16.0
## 2233  20        273                        American IPA   16.0
## 2234  20        273    American Double / Imperial Stout   16.0
## 2235  20        269              Fruit / Vegetable Beer   12.0
## 2236  13        304              Fruit / Vegetable Beer   12.0
## 2237   8        304                          Hefeweizen   12.0
## 2238   8         42                        American IPA   16.0
## 2239  NA        291                        American IPA   12.0
## 2240  NA        391                 American Pale Lager   16.0
## 2241  NA        191             American Pale Wheat Ale   12.0
## 2242  33        461                        American IPA   12.0
## 2243  NA        474              American Adjunct Lager   16.0
## 2244  NA        291             American Pale Ale (APA)   12.0
## 2245  NA        402             American Pale Ale (APA)   16.0
## 2246  NA        391                         Light Lager   16.0
## 2247  29        354                        American IPA   16.0
## 2248  NA        510                     American Porter   16.0
## 2249  NA        171                        American IPA   12.0
## 2250  NA        461             American Pale Ale (APA)   12.0
## 2251  NA        191                        American IPA   12.0
## 2252  NA        517          American Amber / Red Lager   16.0
## 2253  NA        402                        American IPA   16.0
## 2254  NA        391                     Euro Dark Lager   16.0
## 2255  NA        484             American Pale Ale (APA)   12.0
## 2256  NA        510                        American IPA   16.0
## 2257  NA        461             American Pale Ale (APA)   12.0
## 2258  NA        363             American Pale Ale (APA)   16.0
## 2259  NA        354            American Amber / Red Ale   16.0
## 2260  NA        545                          Hefeweizen   16.0
## 2261  NA        488            American Amber / Red Ale   12.0
## 2262  NA        354                              Kölsch   16.0
## 2263  NA        482      American Double / Imperial IPA   16.0
## 2264  83        461              Saison / Farmhouse Ale   12.0
## 2265  82        395                               Cider   12.0
## 2266  80        391          American Amber / Red Lager   16.0
## 2267  80        191            American Amber / Red Ale   12.0
## 2268  75        412                               Cider   16.0
## 2269  72        191                        American IPA   12.0
## 2270  70        461                  English Strong Ale   12.0
## 2271  70        171                        American IPA   12.0
## 2272  70        191             American Pale Ale (APA)   12.0
## 2273  70        363            American Amber / Red Ale   16.0
## 2274  67        191                        American IPA   12.0
## 2275  60        363              Saison / Farmhouse Ale   16.0
## 2276  60        461             American Pale Ale (APA)   12.0
## 2277  48        482                    English Pale Ale   16.0
## 2278  48        488                        American IPA   16.0
## 2279  45        482                    English Pale Ale   16.0
## 2280  44        488                        American IPA   12.0
## 2281  44        412                               Cider   16.0
## 2282  43        461                        American IPA   12.0
## 2283  42        451             American Pale Ale (APA)   16.0
## 2284  41        484                        American IPA   12.0
## 2285  38        368             American Pale Ale (APA)   16.0
## 2286  36        191                        American IPA   12.0
## 2287  35        191                        American IPA   12.0
## 2288  35        368                    American Pilsner   16.0
## 2289  35        191                        American IPA   12.0
## 2290  34        395                               Cider   12.0
## 2291  33        391                 American Pale Lager   16.0
## 2292  32        402                        American IPA   16.0
## 2293  31        191                      Czech Pilsener   12.0
## 2294  30        545                          Hefeweizen   12.0
## 2295  30        482                        American IPA   16.0
## 2296  30        368                      American Stout   16.0
## 2297  30        527                    American Pilsner   12.0
## 2298  29        355             Belgian Strong Dark Ale   16.0
## 2299  27        363                 American Blonde Ale   16.0
## 2300  27        191            American Amber / Red Ale   12.0
## 2301  27        395                               Cider   12.0
## 2302  25        191                  American Brown Ale   12.0
## 2303  20        363                      Czech Pilsener   16.0
## 2304  20        320             American Pale Ale (APA)   12.0
## 2305  18        451                        American IPA   16.0
## 2306  18        312                        American IPA   16.0
## 2307  NA        193                 Munich Helles Lager   16.0
## 2308  NA        212                        American IPA   12.0
## 2309  NA        135              American Adjunct Lager   24.0
## 2310  NA        193                 American Pale Lager   12.0
## 2311  NA        212                        American IPA   12.0
## 2312  NA        132                        American IPA   12.0
## 2313  NA        135              American Adjunct Lager   12.0
## 2314  NA        193             American Pale Wheat Ale   12.0
## 2315  NA        487            American Amber / Red Ale   16.0
## 2316  NA        135              American Adjunct Lager   12.0
## 2317  NA        132              American Adjunct Lager   12.0
## 2318  NA        121                          Hefeweizen   12.0
## 2319  NA        121             American Pale Wheat Ale   12.0
## 2320  NA        543             American Pale Ale (APA)   16.0
## 2321  NA        426                               Cider   12.0
## 2322  NA        132              American Adjunct Lager   12.0
## 2323  25        193                        American IPA   12.0
## 2324  NA        457                          Hefeweizen   16.0
## 2325  NA        132              American Adjunct Lager   12.0
## 2326  52        132              American Adjunct Lager   12.0
## 2327  NA        212                     American Porter   12.0
## 2328  NA        229                 American Blonde Ale   12.0
## 2329  NA        132              American Adjunct Lager   12.0
## 2330  NA        426                               Cider   12.0
## 2331  NA         33                        American IPA   12.0
## 2332  NA        285            American Amber / Red Ale   16.0
## 2333  NA        193                        Vienna Lager   12.0
## 2334  NA        132                  American Black Ale   12.0
## 2335  NA        193             American Pale Ale (APA)   12.0
## 2336  NA        212          American Amber / Red Lager   12.0
## 2337  NA         74             American Pale Ale (APA)   12.0
## 2338  NA        135                 American Pale Lager   12.0
## 2339  NA        135                         Light Lager   12.0
## 2340  NA        530                     German Pilsener   12.0
## 2341  NA        543                       Oatmeal Stout   16.0
## 2342  NA        193                 Munich Helles Lager   12.0
## 2343  NA        193                  American Black Ale   12.0
## 2344  NA         33                 American Strong Ale   12.0
## 2345  NA        378                      American Stout   16.0
## 2346  NA        193                        American IPA   12.0
## 2347  NA        193                        Vienna Lager   12.0
## 2348  NA        229            American Amber / Red Ale   12.0
## 2349  NA        229                        American IPA   12.0
## 2350  NA        135                 American Pale Lager   12.0
## 2351  NA        135                 American Pale Lager   16.0
## 2352  80        285      American Double / Imperial IPA   16.0
## 2353  80        530             American Pale Wheat Ale   12.0
## 2354  70         33                 American Blonde Ale   12.0
## 2355  64        132                Märzen / Oktoberfest   16.0
## 2356  60        285              Saison / Farmhouse Ale   16.0
## 2357  55        135                                Bock   16.0
## 2358  51        132              American Adjunct Lager   12.0
## 2359  50        457                 American Blonde Ale   16.0
## 2360  38        457             American Pale Ale (APA)   16.0
## 2361  33        135                 American Pale Lager   12.0
## 2362  33        132              American Adjunct Lager   16.0
## 2363  32        121                Märzen / Oktoberfest   16.0
## 2364  31        193                        Vienna Lager   12.0
## 2365  29        350                  American White IPA   16.0
## 2366  28        132             American Pale Wheat Ale   12.0
## 2367  26        555                 American Pale Lager   12.0
## 2368  24        499                        Vienna Lager   12.0
## 2369  24         33             American Pale Ale (APA)   12.0
## 2370  22        132          American Amber / Red Lager   12.0
## 2371  22        132             American Pale Wheat Ale   12.0
## 2372  20        132             American Pale Ale (APA)   12.0
## 2373  18        132             American Pale Wheat Ale   12.0
## 2374  18        135                         Light Lager   12.0
## 2375  18        135                 American Pale Lager   16.0
## 2376  17        132                       Winter Warmer   12.0
## 2377  15        132                Märzen / Oktoberfest   12.0
## 2378  15         33                     American Porter   12.0
## 2379  15        285                        American IPA   16.0
## 2380  14        499                        Vienna Lager   12.0
## 2381  13        147                        American IPA   16.0
## 2382   9        285                             Witbier   16.0
## 2383   9        132                  American Brown Ale   12.0
## 2384   9        135                 American Pale Lager   12.0
## 2385   9        135                American Malt Liquor   24.0
## 2386   9        407                      Czech Pilsener   16.0
## 2387   9        285                        Vienna Lager   16.0
## 2388   9        132             American Pale Ale (APA)   12.0
## 2389   9        132                              Kölsch   12.0
## 2390   7        132                 American Blonde Ale   12.0
## 2391   7        132             American Pale Wheat Ale   16.0
## 2392   7         33                          Hefeweizen   12.0
## 2393   7        285            American Amber / Red Ale   16.0
## 2394  71        157                  American Black Ale   12.0
## 2395  44        157             American Pale Ale (APA)   12.0
## 2396  38         80            American Amber / Red Ale   12.0
## 2397  15        458            American Amber / Red Ale   12.0
## 2398  90        458                        American IPA   12.0
## 2399  75        458                   English Brown Ale   12.0
## 2400  60        458             American Pale Wheat Ale   12.0
## 2401  55         80                  American Brown Ale   12.0
## 2402  36        192              Foreign / Export Stout   12.0
## 2403  32        551                 American Blonde Ale   16.0
## 2404  22        192                        American IPA   12.0
## 2405  20        551             American Pale Ale (APA)   16.0
## 2406  20        192                        Vienna Lager   12.0
## 2407  18        192             American Pale Ale (APA)   12.0
## 2408  16        192                    American Pilsner   12.0
## 2409  16        192                   English Brown Ale   12.0
## 2410  15        192             American Pale Ale (APA)   12.0
##                             Brewery_Name                City
## 1           Broken Tooth Brewing Company           Anchorage
## 2           Midnight Sun Brewing Company           Anchorage
## 3            King Street Brewing Company           Anchorage
## 4            King Street Brewing Company           Anchorage
## 5            King Street Brewing Company           Anchorage
## 6            King Street Brewing Company           Anchorage
## 7           Midnight Sun Brewing Company           Anchorage
## 8           Midnight Sun Brewing Company           Anchorage
## 9           Midnight Sun Brewing Company           Anchorage
## 10               Alaskan Brewing Company              Juneau
## 11               Alaskan Brewing Company              Juneau
## 12           Kenai River Brewing Company            Soldotna
## 13          Broken Tooth Brewing Company           Anchorage
## 14                Denali Brewing Company           Talkeetna
## 15          Broken Tooth Brewing Company           Anchorage
## 16           Kenai River Brewing Company            Soldotna
## 17                Denali Brewing Company           Talkeetna
## 18          Midnight Sun Brewing Company           Anchorage
## 19          Broken Tooth Brewing Company           Anchorage
## 20           Kenai River Brewing Company            Soldotna
## 21           King Street Brewing Company           Anchorage
## 22                Denali Brewing Company           Talkeetna
## 23                Denali Brewing Company           Talkeetna
## 24         Sleeping Lady Brewing Company           Anchorage
## 25           Kenai River Brewing Company            Soldotna
## 26               Back Forty Beer Company             Gadsden
## 27           Good People Brewing Company          Birmingham
## 28           Good People Brewing Company          Birmingham
## 29                       Straight to Ale          Huntsville
## 30                       Straight to Ale          Huntsville
## 31                       Straight to Ale          Huntsville
## 32           Good People Brewing Company          Birmingham
## 33           Good People Brewing Company          Birmingham
## 34               Back Forty Beer Company             Gadsden
## 35           Good People Brewing Company          Birmingham
## 36     Core Brewing & Distilling Company          Springdale
## 37     Core Brewing & Distilling Company          Springdale
## 38     Core Brewing & Distilling Company          Springdale
## 39                    Ozark Beer Company              Rogers
## 40     Core Brewing & Distilling Company          Springdale
## 41                SanTan Brewing Company            Chandler
## 42              Mudshark Brewing Company    Lake Havasu City
## 43            Four Peaks Brewing Company               Tempe
## 44            Four Peaks Brewing Company               Tempe
## 45              Mudshark Brewing Company    Lake Havasu City
## 46              Mudshark Brewing Company    Lake Havasu City
## 47              Mudshark Brewing Company    Lake Havasu City
## 48            Four Peaks Brewing Company               Tempe
## 49            Four Peaks Brewing Company               Tempe
## 50                SanTan Brewing Company            Chandler
## 51          Grand Canyon Brewing Company            Williams
## 52              Mudshark Brewing Company    Lake Havasu City
## 53          Grand Canyon Brewing Company            Williams
## 54                Barrio Brewing Company              Tucson
## 55            Lumberyard Brewing Company           Flagstaff
## 56              Prescott Brewing Company            Prescott
## 57                SanTan Brewing Company            Chandler
## 58                SanTan Brewing Company            Chandler
## 59          Grand Canyon Brewing Company            Williams
## 60                   Phoenix Ale Brewery             Phoenix
## 61      College Street Brewhouse and Pub    Lake Havasu City
## 62            Four Peaks Brewing Company               Tempe
## 63              Mogollon Brewing Company           Flagstaff
## 64          Grand Canyon Brewing Company            Williams
## 65                SanTan Brewing Company            Chandler
## 66           Borderlands Brewing Company              Tucson
## 67                SanTan Brewing Company            Chandler
## 68                SanTan Brewing Company            Chandler
## 69                Barrio Brewing Company              Tucson
## 70            Four Peaks Brewing Company               Tempe
## 71                SanTan Brewing Company            Chandler
## 72            Four Peaks Brewing Company               Tempe
## 73                SanTan Brewing Company            Chandler
## 74                SanTan Brewing Company            Chandler
## 75                SanTan Brewing Company            Chandler
## 76              Prescott Brewing Company            Prescott
## 77            Lumberyard Brewing Company           Flagstaff
## 78                SanTan Brewing Company            Chandler
## 79                SanTan Brewing Company            Chandler
## 80                SanTan Brewing Company            Chandler
## 81                SanTan Brewing Company            Chandler
## 82            Lumberyard Brewing Company           Flagstaff
## 83            Lumberyard Brewing Company           Flagstaff
## 84                SanTan Brewing Company            Chandler
## 85                SanTan Brewing Company            Chandler
## 86                SanTan Brewing Company            Chandler
## 87                SanTan Brewing Company            Chandler
## 88                       Mission Brewery           San Diego
## 89                         TailGate Beer           San Diego
## 90      Firestone Walker Brewing Company         Paso Robles
## 91            Pizza Port Brewing Company            Carlsbad
## 92                         TailGate Beer           San Diego
## 93                   Golden Road Brewing         Los Angeles
## 94                   Golden Road Brewing         Los Angeles
## 95             Mike Hess Brewing Company           San Diego
## 96                     Seabright Brewery          Santa Cruz
## 97                21st Amendment Brewery       San Francisco
## 98                        Refuge Brewery            Temecula
## 99                   Golden Road Brewing         Los Angeles
## 100               21st Amendment Brewery       San Francisco
## 101                  Golden Road Brewing         Los Angeles
## 102     Firestone Walker Brewing Company         Paso Robles
## 103                 Saint Archer Brewery           San Diego
## 104        Ballast Point Brewing Company           San Diego
## 105               21st Amendment Brewery       San Francisco
## 106                  Golden Road Brewing         Los Angeles
## 107               21st Amendment Brewery       San Francisco
## 108               21st Amendment Brewery       San Francisco
## 109         Black Market Brewing Company            Temecula
## 110         Black Market Brewing Company            Temecula
## 111         Black Market Brewing Company            Temecula
## 112                 Hess Brewing Company           San Diego
## 113         Black Market Brewing Company            Temecula
## 114        Sierra Nevada Brewing Company               Chico
## 115        Ballast Point Brewing Company           San Diego
## 116                  Golden Road Brewing         Los Angeles
## 117                    Modern Times Beer           San Diego
## 118                     Uncommon Brewers          Santa Cruz
## 119                  Pine Street Brewery       San Francisco
## 120               21st Amendment Brewery       San Francisco
## 121                  Pine Street Brewery       San Francisco
## 122     Firestone Walker Brewing Company         Paso Robles
## 123            Manzanita Brewing Company              Santee
## 124                 Hess Brewing Company           San Diego
## 125                  Golden Road Brewing         Los Angeles
## 126                    David's Ale Works     Diamond Springs
## 127             Monkey Paw Pub & Brewery           San Diego
## 128     Firestone Walker Brewing Company         Paso Robles
## 129               21st Amendment Brewery       San Francisco
## 130    Figueroa Mountain Brewing Company            Buellton
## 131                    Modern Times Beer           San Diego
## 132                  Golden Road Brewing         Los Angeles
## 133                  Golden Road Brewing         Los Angeles
## 134               21st Amendment Brewery       San Francisco
## 135        Sierra Nevada Brewing Company               Chico
## 136            Headlands Brewing Company         Mill Valley
## 137              Mammoth Brewing Company       Mammoth Lakes
## 138               21st Amendment Brewery       San Francisco
## 139               21st Amendment Brewery       San Francisco
## 140                 Hess Brewing Company           San Diego
## 141           Pizza Port Brewing Company            Carlsbad
## 142     Firestone Walker Brewing Company         Paso Robles
## 143                Ukiah Brewing Company               Ukiah
## 144                        TailGate Beer           San Diego
## 145              Ruhstaller Beer Company          Sacramento
## 146               21st Amendment Brewery       San Francisco
## 147                      Mission Brewery           San Diego
## 148      Anderson Valley Brewing Company           Boonville
## 149                  Golden Road Brewing         Los Angeles
## 150            Mother Earth Brew Company               Vista
## 151        Sierra Nevada Brewing Company               Chico
## 152                    David's Ale Works     Diamond Springs
## 153            Mike Hess Brewing Company           San Diego
## 154               Anchor Brewing Company       San Francisco
## 155             Monkey Paw Pub & Brewery           San Diego
## 156                 Saint Archer Brewery           San Diego
## 157                 Claremont Craft Ales           Claremont
## 158        Ballast Point Brewing Company           San Diego
## 159                      Mission Brewery           San Diego
## 160            Armstrong Brewing Company South San Francisco
## 161                  Golden Road Brewing         Los Angeles
## 162                  Golden Road Brewing         Los Angeles
## 163            Manzanita Brewing Company              Santee
## 164                 Saint Archer Brewery           San Diego
## 165               21st Amendment Brewery       San Francisco
## 166               21st Amendment Brewery       San Francisco
## 167               21st Amendment Brewery       San Francisco
## 168               21st Amendment Brewery       San Francisco
## 169      Anderson Valley Brewing Company           Boonville
## 170                        TailGate Beer           San Diego
## 171      Anderson Valley Brewing Company           Boonville
## 172               21st Amendment Brewery       San Francisco
## 173            Headlands Brewing Company         Mill Valley
## 174      Anderson Valley Brewing Company           Boonville
## 175               21st Amendment Brewery       San Francisco
## 176      Anderson Valley Brewing Company           Boonville
## 177               Speakasy Ales & Lagers       San Francisco
## 178              Fort Point Beer Company       San Francisco
## 179      Anderson Valley Brewing Company           Boonville
## 180                     Uncommon Brewers          Santa Cruz
## 181               Anchor Brewing Company       San Francisco
## 182               21st Amendment Brewery       San Francisco
## 183               Anchor Brewing Company       San Francisco
## 184    Figueroa Mountain Brewing Company            Buellton
## 185                        TailGate Beer           San Diego
## 186              Ruhstaller Beer Company          Sacramento
## 187                        TailGate Beer           San Diego
## 188              Hangar 24 Craft Brewery            Redlands
## 189              Hangar 24 Craft Brewery            Redlands
## 190              Mammoth Brewing Company       Mammoth Lakes
## 191            Mike Hess Brewing Company           San Diego
## 192           Pizza Port Brewing Company            Carlsbad
## 193        Ballast Point Brewing Company           San Diego
## 194          Santa Cruz Mountain Brewing          Santa Cruz
## 195           The Dudes' Brewing Company            Torrance
## 196                        TailGate Beer           San Diego
## 197      Anderson Valley Brewing Company           Boonville
## 198        Ballast Point Brewing Company           San Diego
## 199                    Modern Times Beer           San Diego
## 200                  Golden Road Brewing         Los Angeles
## 201                    Modern Times Beer           San Diego
## 202                  Golden Road Brewing         Los Angeles
## 203                    Modern Times Beer           San Diego
## 204             Monkey Paw Pub & Brewery           San Diego
## 205                    Modern Times Beer           San Diego
## 206          Santa Cruz Mountain Brewing          Santa Cruz
## 207            Mike Hess Brewing Company           San Diego
## 208                        TailGate Beer           San Diego
## 209           The Dudes' Brewing Company            Torrance
## 210           The Dudes' Brewing Company            Torrance
## 211               Mavericks Beer Company       Half Moon Bay
## 212    Figueroa Mountain Brewing Company            Buellton
## 213               21st Amendment Brewery       San Francisco
## 214        Sierra Nevada Brewing Company               Chico
## 215      Anderson Valley Brewing Company           Boonville
## 216               21st Amendment Brewery       San Francisco
## 217            Headlands Brewing Company         Mill Valley
## 218          Santa Cruz Mountain Brewing          Santa Cruz
## 219                    Butcher's Brewing            Carlsbad
## 220            Manzanita Brewing Company              Santee
## 221               Anchor Brewing Company       San Francisco
## 222      Anderson Valley Brewing Company           Boonville
## 223        Sierra Nevada Brewing Company               Chico
## 224      Anderson Valley Brewing Company           Boonville
## 225               Devil's Canyon Brewery             Belmont
## 226      Anderson Valley Brewing Company           Boonville
## 227              Ruhstaller Beer Company          Sacramento
## 228              Ruhstaller Beer Company          Sacramento
## 229              Mammoth Brewing Company       Mammoth Lakes
## 230              Mammoth Brewing Company       Mammoth Lakes
## 231                      Mission Brewery           San Diego
## 232                    Modern Times Beer           San Diego
## 233            Mike Hess Brewing Company           San Diego
## 234                 Saint Archer Brewery           San Diego
## 235               Anchor Brewing Company       San Francisco
## 236        Central Coast Brewing Company     San Luis Obispo
## 237        Central Coast Brewing Company     San Luis Obispo
## 238      Anderson Valley Brewing Company           Boonville
## 239      Anderson Valley Brewing Company           Boonville
## 240      Anderson Valley Brewing Company           Boonville
## 241        Sierra Nevada Brewing Company               Chico
## 242      Anderson Valley Brewing Company           Boonville
## 243           The Dudes' Brewing Company            Torrance
## 244            Manzanita Brewing Company              Santee
## 245                     Uncommon Brewers          Santa Cruz
## 246            Manzanita Brewing Company              Santee
## 247        Central Coast Brewing Company     San Luis Obispo
## 248        Sierra Nevada Brewing Company               Chico
## 249      Anderson Valley Brewing Company           Boonville
## 250      Anderson Valley Brewing Company           Boonville
## 251              Fort Point Beer Company       San Francisco
## 252           The Dudes' Brewing Company            Torrance
## 253              Fort Point Beer Company       San Francisco
## 254      Anderson Valley Brewing Company           Boonville
## 255               Devil's Canyon Brewery             Belmont
## 256              Fort Point Beer Company       San Francisco
## 257              Ruhstaller Beer Company          Sacramento
## 258                    Modern Times Beer           San Diego
## 259            Mike Hess Brewing Company           San Diego
## 260        Ballast Point Brewing Company           San Diego
## 261        Central Coast Brewing Company     San Luis Obispo
## 262                     Uncommon Brewers          Santa Cruz
## 263        Sierra Nevada Brewing Company               Chico
## 264                  Golden Road Brewing         Los Angeles
## 265               Devil's Canyon Brewery             Belmont
## 266               Mavericks Beer Company       Half Moon Bay
## 267        Sierra Nevada Brewing Company               Chico
## 268               Mavericks Beer Company       Half Moon Bay
## 269               Devil's Canyon Brewery             Belmont
## 270                     Uncommon Brewers          Santa Cruz
## 271                   Revolution Brewing              Paonia
## 272                  Ska Brewing Company             Durango
## 273                   Revolution Brewing              Paonia
## 274           Pikes Peak Brewing Company            Monument
## 275                    High Hops Brewery             Windsor
## 276                  Oskar Blues Brewery               Lyons
## 277                  Oskar Blues Brewery            Longmont
## 278             Renegade Brewing Company              Denver
## 279                  Oskar Blues Brewery               Lyons
## 280                 Breckenridge Brewery              Denver
## 281          Black Shirt Brewing Company              Denver
## 282                    Silverton Brewery           Silverton
## 283                  Ska Brewing Company             Durango
## 284                Asher Brewing Company             Boulder
## 285                  Oskar Blues Brewery               Lyons
## 286             Renegade Brewing Company              Denver
## 287                  Oskar Blues Brewery               Lyons
## 288                  Oskar Blues Brewery               Lyons
## 289                  Oskar Blues Brewery               Lyons
## 290                   Gore Range Brewery             Edwards
## 291                    Odyssey Beerwerks              Arvada
## 292                    Odyssey Beerwerks              Arvada
## 293                 Breckenridge Brewery              Denver
## 294       Crazy Mountain Brewing Company             Edwards
## 295           Steamworks Brewing Company             Durango
## 296                 Breckenridge Brewery              Denver
## 297                 Arctic Craft Brewery    Colorado Springs
## 298                    Odyssey Beerwerks              Arvada
## 299         Great Divide Brewing Company              Denver
## 300          Black Shirt Brewing Company              Denver
## 301                    Odyssey Beerwerks              Arvada
## 302              Bonfire Brewing Company               Eagle
## 303                  Ska Brewing Company             Durango
## 304                  Oskar Blues Brewery            Longmont
## 305        Pateros Creek Brewing Company        Fort Collins
## 306                   Revolution Brewing              Paonia
## 307                  Ska Brewing Company             Durango
## 308             Renegade Brewing Company              Denver
## 309                  Oskar Blues Brewery               Lyons
## 310          New Belgium Brewing Company        Fort Collins
## 311             Renegade Brewing Company              Denver
## 312         Twisted Pine Brewing Company             Boulder
## 313           Steamworks Brewing Company             Durango
## 314                  Oskar Blues Brewery               Lyons
## 315             Dry Dock Brewing Company              Aurora
## 316                  Oskar Blues Brewery               Lyons
## 317                  Ska Brewing Company             Durango
## 318            Telluride Brewing Company           Telluride
## 319            Telluride Brewing Company           Telluride
## 320                   Revolution Brewing              Paonia
## 321            AC Golden Brewing Company              Golden
## 322        Eddyline Brewery & Restaurant         Buena Vista
## 323                 Fate Brewing Company             Boulder
## 324                  Oskar Blues Brewery            Longmont
## 325                 Fate Brewing Company             Boulder
## 326            AC Golden Brewing Company              Golden
## 327                  Ska Brewing Company             Durango
## 328         Great Divide Brewing Company              Denver
## 329                         Epic Brewing              Denver
## 330                 Breckenridge Brewery              Denver
## 331                   Revolution Brewing              Paonia
## 332        Eddyline Brewery & Restaurant         Buena Vista
## 333        Pateros Creek Brewing Company        Fort Collins
## 334        Eddyline Brewery & Restaurant         Buena Vista
## 335                    Silverton Brewery           Silverton
## 336                    Silverton Brewery           Silverton
## 337                Dolores River Brewery             Dolores
## 338                    Odyssey Beerwerks              Arvada
## 339                  Oskar Blues Brewery            Longmont
## 340                  Oskar Blues Brewery            Longmont
## 341          New Belgium Brewing Company        Fort Collins
## 342                Avery Brewing Company             Boulder
## 343                    Odyssey Beerwerks              Arvada
## 344              Upslope Brewing Company             Boulder
## 345                    Odyssey Beerwerks              Arvada
## 346              Upslope Brewing Company             Boulder
## 347        Pateros Creek Brewing Company        Fort Collins
## 348                  Oskar Blues Brewery               Lyons
## 349                Avery Brewing Company             Boulder
## 350                  Ska Brewing Company             Durango
## 351                  Oskar Blues Brewery            Longmont
## 352                     Redstone Meadery             Boulder
## 353             Renegade Brewing Company              Denver
## 354       Crazy Mountain Brewing Company             Edwards
## 355       Crazy Mountain Brewing Company             Edwards
## 356                   Revolution Brewing              Paonia
## 357                  Oskar Blues Brewery               Lyons
## 358        Eddyline Brewery & Restaurant         Buena Vista
## 359                  Oskar Blues Brewery            Longmont
## 360                  Oskar Blues Brewery               Lyons
## 361              Bonfire Brewing Company               Eagle
## 362              Bonfire Brewing Company               Eagle
## 363          New Belgium Brewing Company        Fort Collins
## 364                Dolores River Brewery             Dolores
## 365         Great Divide Brewing Company              Denver
## 366              Bonfire Brewing Company               Eagle
## 367                  Ska Brewing Company             Durango
## 368                  Ska Brewing Company             Durango
## 369                  Ska Brewing Company             Durango
## 370           Pikes Peak Brewing Company            Monument
## 371                         Epic Brewing              Denver
## 372        Eddyline Brewery & Restaurant         Buena Vista
## 373             Palisade Brewing Company            Palisade
## 374        Pateros Creek Brewing Company        Fort Collins
## 375                    High Hops Brewery             Windsor
## 376                  Oskar Blues Brewery               Lyons
## 377                 Tommyknocker Brewery       Idaho Springs
## 378          New Belgium Brewing Company        Fort Collins
## 379          New Belgium Brewing Company        Fort Collins
## 380          New Belgium Brewing Company        Fort Collins
## 381              Upslope Brewing Company             Boulder
## 382                  Oskar Blues Brewery            Longmont
## 383          Black Shirt Brewing Company              Denver
## 384                  River North Brewery              Denver
## 385             Grimm Brothers Brewhouse            Loveland
## 386                         Epic Brewing              Denver
## 387              Bonfire Brewing Company               Eagle
## 388       Crazy Mountain Brewing Company             Edwards
## 389        Eddyline Brewery & Restaurant         Buena Vista
## 390              Upslope Brewing Company             Boulder
## 391              Centennial Beer Company             Edwards
## 392                     Redstone Meadery             Boulder
## 393           Steamworks Brewing Company             Durango
## 394             Dry Dock Brewing Company              Aurora
## 395             Renegade Brewing Company              Denver
## 396             Dry Dock Brewing Company              Aurora
## 397                   Revolution Brewing              Paonia
## 398                   Revolution Brewing              Paonia
## 399                  Oskar Blues Brewery            Longmont
## 400              Bonfire Brewing Company               Eagle
## 401                  Oskar Blues Brewery            Longmont
## 402              Bonfire Brewing Company               Eagle
## 403                Avery Brewing Company             Boulder
## 404              Bonfire Brewing Company               Eagle
## 405                 Tommyknocker Brewery       Idaho Springs
## 406                Aspen Brewing Company               Aspen
## 407              Bonfire Brewing Company               Eagle
## 408         Great Divide Brewing Company              Denver
## 409              Bonfire Brewing Company               Eagle
## 410                  Oskar Blues Brewery            Longmont
## 411      Crystal Springs Brewing Company             Boulder
## 412            Telluride Brewing Company           Telluride
## 413                  Ska Brewing Company             Durango
## 414        Pateros Creek Brewing Company        Fort Collins
## 415       Crazy Mountain Brewing Company             Edwards
## 416                  Oskar Blues Brewery            Longmont
## 417                  Oskar Blues Brewery            Longmont
## 418                Dolores River Brewery             Dolores
## 419          New Belgium Brewing Company        Fort Collins
## 420                  Oskar Blues Brewery            Longmont
## 421       Crazy Mountain Brewing Company             Edwards
## 422                 Fate Brewing Company             Boulder
## 423                  Oskar Blues Brewery            Longmont
## 424          Black Shirt Brewing Company              Denver
## 425              Sanitas Brewing Company             Boulder
## 426              Sanitas Brewing Company             Boulder
## 427              Upslope Brewing Company             Boulder
## 428                  Oskar Blues Brewery            Longmont
## 429          New Belgium Brewing Company        Fort Collins
## 430                   Pug Ryan's Brewery              Dillon
## 431         Great Divide Brewing Company              Denver
## 432              Centennial Beer Company             Edwards
## 433          New Belgium Brewing Company        Fort Collins
## 434                  Oskar Blues Brewery            Longmont
## 435                  Ska Brewing Company             Durango
## 436                 Fate Brewing Company             Boulder
## 437           Steamworks Brewing Company             Durango
## 438                  Oskar Blues Brewery            Longmont
## 439                Avery Brewing Company             Boulder
## 440             Palisade Brewing Company            Palisade
## 441              Upslope Brewing Company             Boulder
## 442       Crazy Mountain Brewing Company             Edwards
## 443                Avery Brewing Company             Boulder
## 444                  Oskar Blues Brewery            Longmont
## 445                  Oskar Blues Brewery            Longmont
## 446              Bonfire Brewing Company               Eagle
## 447                Dolores River Brewery             Dolores
## 448        Eddyline Brewery & Restaurant         Buena Vista
## 449                  Oskar Blues Brewery            Longmont
## 450                  Oskar Blues Brewery            Longmont
## 451                  Denver Beer Company              Denver
## 452              Bonfire Brewing Company               Eagle
## 453                  Oskar Blues Brewery            Longmont
## 454              Bonfire Brewing Company               Eagle
## 455                  Oskar Blues Brewery            Longmont
## 456              Bonfire Brewing Company               Eagle
## 457                   Pug Ryan's Brewery              Dillon
## 458                Dolores River Brewery             Dolores
## 459                     Redstone Meadery             Boulder
## 460                  Oskar Blues Brewery            Longmont
## 461          New Belgium Brewing Company        Fort Collins
## 462                  Oskar Blues Brewery            Longmont
## 463              Bonfire Brewing Company               Eagle
## 464             Dry Dock Brewing Company              Aurora
## 465                   Big Choice Brewing          Broomfield
## 466      Crystal Springs Brewing Company             Boulder
## 467           Pikes Peak Brewing Company            Monument
## 468       Crazy Mountain Brewing Company             Edwards
## 469                  Oskar Blues Brewery            Longmont
## 470                 Boulder Beer Company             Boulder
## 471              Bonfire Brewing Company               Eagle
## 472              Upslope Brewing Company             Boulder
## 473          New Belgium Brewing Company        Fort Collins
## 474              Upslope Brewing Company             Boulder
## 475                  Oskar Blues Brewery            Longmont
## 476                Aspen Brewing Company               Aspen
## 477              Wynkoop Brewing Company              Denver
## 478                  Denver Beer Company              Denver
## 479            Lone Tree Brewing Company           Lone Tree
## 480                         Epic Brewing              Denver
## 481              Bonfire Brewing Company               Eagle
## 482             Crabtree Brewing Company             Greeley
## 483                   Pug Ryan's Brewery              Dillon
## 484                 Boulder Beer Company             Boulder
## 485                Dolores River Brewery             Dolores
## 486              Upslope Brewing Company             Boulder
## 487              Wynkoop Brewing Company              Denver
## 488              Wynkoop Brewing Company              Denver
## 489         Great Divide Brewing Company              Denver
## 490              Upslope Brewing Company             Boulder
## 491                 Fate Brewing Company             Boulder
## 492              Upslope Brewing Company             Boulder
## 493             Crabtree Brewing Company             Greeley
## 494              Upslope Brewing Company             Boulder
## 495              Wynkoop Brewing Company              Denver
## 496             Crabtree Brewing Company             Greeley
## 497                   Pug Ryan's Brewery              Dillon
## 498              Upslope Brewing Company             Boulder
## 499          New Belgium Brewing Company        Fort Collins
## 500          New Belgium Brewing Company        Fort Collins
## 501         Great Divide Brewing Company              Denver
## 502              Upslope Brewing Company             Boulder
## 503              Wynkoop Brewing Company              Denver
## 504              Upslope Brewing Company             Boulder
## 505                  Oskar Blues Brewery            Longmont
## 506              Upslope Brewing Company             Boulder
## 507                Dad & Dude's Breweria              Aurora
## 508                  River North Brewery              Denver
## 509                  Oskar Blues Brewery            Longmont
## 510                Avery Brewing Company             Boulder
## 511          New Belgium Brewing Company        Fort Collins
## 512                   Pug Ryan's Brewery              Dillon
## 513              Bonfire Brewing Company               Eagle
## 514         Great Divide Brewing Company              Denver
## 515              Wynkoop Brewing Company              Denver
## 516              Bonfire Brewing Company               Eagle
## 517              Wynkoop Brewing Company              Denver
## 518                   Big Choice Brewing          Broomfield
## 519                   Big Choice Brewing          Broomfield
## 520              Upslope Brewing Company             Boulder
## 521                   Big Choice Brewing          Broomfield
## 522                  Oskar Blues Brewery            Longmont
## 523                Dad & Dude's Breweria              Aurora
## 524                   Pug Ryan's Brewery              Dillon
## 525          New Belgium Brewing Company        Fort Collins
## 526                 Boulder Beer Company             Boulder
## 527                   Pug Ryan's Brewery              Dillon
## 528              Upslope Brewing Company             Boulder
## 529                  Oskar Blues Brewery            Longmont
## 530              Wynkoop Brewing Company              Denver
## 531              Wynkoop Brewing Company              Denver
## 532          New Belgium Brewing Company        Fort Collins
## 533         Great Divide Brewing Company              Denver
## 534                  Oskar Blues Brewery            Longmont
## 535          New Belgium Brewing Company        Fort Collins
## 536          New England Brewing Company          Woodbridge
## 537          New England Brewing Company          Woodbridge
## 538        Thomas Hooker Brewing Company          Bloomfield
## 539            Back East Brewing Company          Bloomfield
## 540          New England Brewing Company          Woodbridge
## 541          New England Brewing Company          Woodbridge
## 542            Back East Brewing Company          Bloomfield
## 543            Back East Brewing Company          Bloomfield
## 544                    Half Full Brewery            Stamford
## 545          New England Brewing Company          Woodbridge
## 546            Two Roads Brewing Company           Stratford
## 547          New England Brewing Company          Woodbridge
## 548            Two Roads Brewing Company           Stratford
## 549              Shebeen Brewing Company             Wolcott
## 550            Two Roads Brewing Company           Stratford
## 551            Back East Brewing Company          Bloomfield
## 552              Broad Brook Brewing LLC        East Windsor
## 553                    Half Full Brewery            Stamford
## 554          New England Brewing Company          Woodbridge
## 555            Two Roads Brewing Company           Stratford
## 556          New England Brewing Company          Woodbridge
## 557          New England Brewing Company          Woodbridge
## 558            Back East Brewing Company          Bloomfield
## 559          New England Brewing Company          Woodbridge
## 560                     Cottrell Brewing           Pawcatuck
## 561            Two Roads Brewing Company           Stratford
## 562          New England Brewing Company          Woodbridge
## 563              DC Brau Brewing Company          Washington
## 564              DC Brau Brewing Company          Washington
## 565              DC Brau Brewing Company          Washington
## 566              DC Brau Brewing Company          Washington
## 567              DC Brau Brewing Company          Washington
## 568              DC Brau Brewing Company          Washington
## 569              DC Brau Brewing Company          Washington
## 570              DC Brau Brewing Company          Washington
## 571       Iron Hill Brewery & Restaurant          Wilmington
## 572           Twin Lakes Brewing Company          Greenville
## 573           Cigar City Brewing Company               Tampa
## 574           Cigar City Brewing Company               Tampa
## 575           Cigar City Brewing Company               Tampa
## 576           Cigar City Brewing Company               Tampa
## 577                   Green Room Brewing        Jacksonville
## 578           Cigar City Brewing Company               Tampa
## 579                  Intuition Ale Works        Jacksonville
## 580           Cigar City Brewing Company               Tampa
## 581           Cigar City Brewing Company               Tampa
## 582                  3 Daughters Brewing       St Petersburg
## 583           Cigar City Brewing Company               Tampa
## 584           Cigar City Brewing Company               Tampa
## 585           Cigar City Brewing Company               Tampa
## 586                  3 Daughters Brewing       St Petersburg
## 587            Due South Brewing Company       Boynton Beach
## 588          Brindle Dog Brewing Company           Tampa Bay
## 589           Cigar City Brewing Company               Tampa
## 590           Cigar City Brewing Company               Tampa
## 591                    Bold City Brewery        Jacksonville
## 592            Big Storm Brewing Company              Odessa
## 593           Two Henrys Brewing Company          Plant City
## 594                Miami Brewing Company               Miami
## 595           Cigar City Brewing Company               Tampa
## 596           Cigar City Brewing Company               Tampa
## 597                   Swamp Head Brewery         Gainesville
## 598                   Swamp Head Brewery         Gainesville
## 599           Cigar City Brewing Company               Tampa
## 600           Cigar City Brewing Company               Tampa
## 601                    Bold City Brewery        Jacksonville
## 602           Cigar City Brewing Company               Tampa
## 603                     Brew Bus Brewing               Tampa
## 604          Brindle Dog Brewing Company           Tampa Bay
## 605            Tampa Bay Brewing Company               Tampa
## 606                Miami Brewing Company               Miami
## 607                  Intuition Ale Works        Jacksonville
## 608           Cigar City Brewing Company               Tampa
## 609                   Swamp Head Brewery         Gainesville
## 610                  3 Daughters Brewing       St Petersburg
## 611                   Swamp Head Brewery         Gainesville
## 612                    Engine 15 Brewing  Jacksonville Beach
## 613                    Bold City Brewery        Jacksonville
## 614           Cigar City Brewing Company               Tampa
## 615                     Brew Bus Brewing               Tampa
## 616           Cigar City Brewing Company               Tampa
## 617            Big Storm Brewing Company              Odessa
## 618           Cigar City Brewing Company               Tampa
## 619                     Brew Bus Brewing               Tampa
## 620           Cigar City Brewing Company               Tampa
## 621                Miami Brewing Company               Miami
## 622                     Brew Bus Brewing               Tampa
## 623                Miami Brewing Company               Miami
## 624                  Intuition Ale Works        Jacksonville
## 625           Cigar City Brewing Company               Tampa
## 626                           7venth Sun             Dunedin
## 627           Cigar City Brewing Company               Tampa
## 628           Cigar City Brewing Company               Tampa
## 629            Tampa Bay Brewing Company               Tampa
## 630                   Swamp Head Brewery         Gainesville
## 631             Terrapin Brewing Company              Athens
## 632                      Orpheus Brewing             Atlanta
## 633                    Creature Comforts              Athens
## 634           SweetWater Brewing Company             Atlanta
## 635             Red Hare Brewing Company            Marietta
## 636             Red Hare Brewing Company            Marietta
## 637                      Orpheus Brewing             Atlanta
## 638           SweetWater Brewing Company             Atlanta
## 639                    Creature Comforts              Athens
## 640                   Macon Beer Company               Macon
## 641                   Macon Beer Company               Macon
## 642           SweetWater Brewing Company             Atlanta
## 643           SweetWater Brewing Company             Atlanta
## 644          Coastal Empire Beer Company            Savannah
## 645          Coastal Empire Beer Company            Savannah
## 646             Red Hare Brewing Company            Marietta
## 647                 Kona Brewing Company                Kona
## 648                   Mehana Brewing Co.                Hilo
## 649                 Kona Brewing Company                Kona
## 650                 Kona Brewing Company                Kona
## 651              Hawai'i Nui Brewing Co.                Hilo
## 652                 Kona Brewing Company                Kona
## 653                 Maui Brewing Company             Lahaina
## 654                 Maui Brewing Company             Lahaina
## 655                 Maui Brewing Company             Lahaina
## 656                 Maui Brewing Company             Lahaina
## 657              Hawai'i Nui Brewing Co.                Hilo
## 658              Hawai'i Nui Brewing Co.                Hilo
## 659                 Maui Brewing Company             Lahaina
## 660                 Maui Brewing Company             Lahaina
## 661                   Mehana Brewing Co.                Hilo
## 662                 Maui Brewing Company             Lahaina
## 663                   Mehana Brewing Co.                Hilo
## 664                 Maui Brewing Company             Lahaina
## 665              Hawai'i Nui Brewing Co.                Hilo
## 666                 Maui Brewing Company             Lahaina
## 667                   Mehana Brewing Co.                Hilo
## 668                 Maui Brewing Company             Lahaina
## 669                   Mehana Brewing Co.                Hilo
## 670              Hawai'i Nui Brewing Co.                Hilo
## 671                 Maui Brewing Company             Lahaina
## 672                   Mehana Brewing Co.                Hilo
## 673                 Maui Brewing Company             Lahaina
## 674           Confluence Brewing Company          Des Moines
## 675               Kalona Brewing Company              Kalona
## 676           Confluence Brewing Company          Des Moines
## 677                  Great River Brewery           Davenport
## 678           Confluence Brewing Company          Des Moines
## 679              Okoboji Brewing Company         Spirit Lake
## 680              Okoboji Brewing Company         Spirit Lake
## 681              Okoboji Brewing Company         Spirit Lake
## 682                  Great River Brewery           Davenport
## 683                  Great River Brewery           Davenport
## 684               Kalona Brewing Company              Kalona
## 685                  Great River Brewery           Davenport
## 686              Okoboji Brewing Company         Spirit Lake
## 687                  Great River Brewery           Davenport
## 688              Okoboji Brewing Company         Spirit Lake
## 689                  Great River Brewery           Davenport
## 690                  Great River Brewery           Davenport
## 691                  Great River Brewery           Davenport
## 692                  Great River Brewery           Davenport
## 693                  Great River Brewery           Davenport
## 694                  Great River Brewery           Davenport
## 695           Peace Tree Brewing Company           Knoxville
## 696                  Great River Brewery           Davenport
## 697                  Great River Brewery           Davenport
## 698                  Great River Brewery           Davenport
## 699                  Great River Brewery           Davenport
## 700                  Great River Brewery           Davenport
## 701                  Great River Brewery           Davenport
## 702              Okoboji Brewing Company         Spirit Lake
## 703                  Great River Brewery           Davenport
## 704              Sockeye Brewing Company               Boise
## 705              Payette Brewing Company         Garden City
## 706         Slanted Rock Brewing Company            Meridian
## 707              Sockeye Brewing Company               Boise
## 708         Laughing Dog Brewing Company            Ponderay
## 709              Sockeye Brewing Company               Boise
## 710              Sockeye Brewing Company               Boise
## 711              Payette Brewing Company         Garden City
## 712              Sockeye Brewing Company               Boise
## 713         Laughing Dog Brewing Company            Ponderay
## 714              Payette Brewing Company         Garden City
## 715              Sockeye Brewing Company               Boise
## 716              Sockeye Brewing Company               Boise
## 717         Slanted Rock Brewing Company            Meridian
## 718              Sockeye Brewing Company               Boise
## 719              Sockeye Brewing Company               Boise
## 720              Sockeye Brewing Company               Boise
## 721              Payette Brewing Company         Garden City
## 722              Sockeye Brewing Company               Boise
## 723              Sockeye Brewing Company               Boise
## 724              Sockeye Brewing Company               Boise
## 725         Laughing Dog Brewing Company            Ponderay
## 726        Crooked Fence Brewing Company         Garden City
## 727              Payette Brewing Company         Garden City
## 728              Sockeye Brewing Company               Boise
## 729        Crooked Fence Brewing Company         Garden City
## 730              Sockeye Brewing Company               Boise
## 731        Crooked Fence Brewing Company         Garden City
## 732              Sockeye Brewing Company               Boise
## 733              Sockeye Brewing Company               Boise
## 734             SlapShot Brewing Company             Chicago
## 735         Goose Island Brewing Company             Chicago
## 736             SlapShot Brewing Company             Chicago
## 737             Spiteful Brewing Company             Chicago
## 738                   Mikerphone Brewing             Chicago
## 739              Temperance Beer Company            Evanston
## 740                Mickey Finn's Brewery        Libertyville
## 741                 Finch's Beer Company             Chicago
## 742               Half Acre Beer Company             Chicago
## 743         Two Brothers Brewing Company         Warrenville
## 744         Two Brothers Brewing Company         Warrenville
## 745                 Finch's Beer Company             Chicago
## 746                      Destihl Brewery         Bloomington
## 747             Spiteful Brewing Company             Chicago
## 748                   Mikerphone Brewing             Chicago
## 749             Spiteful Brewing Company             Chicago
## 750         Two Brothers Brewing Company         Warrenville
## 751               Half Acre Beer Company             Chicago
## 752             Spiteful Brewing Company             Chicago
## 753                      Destihl Brewery         Bloomington
## 754              Temperance Beer Company            Evanston
## 755             Spiteful Brewing Company             Chicago
## 756             Spiteful Brewing Company             Chicago
## 757             Spiteful Brewing Company             Chicago
## 758               Half Acre Beer Company             Chicago
## 759               Half Acre Beer Company             Chicago
## 760         Two Brothers Brewing Company         Warrenville
## 761                   Mikerphone Brewing             Chicago
## 762                    Big Muddy Brewing         Murphysboro
## 763                 Finch's Beer Company             Chicago
## 764           Wild Onion Brewing Company     Lake Barrington
## 765         Goose Island Brewing Company             Chicago
## 766         Goose Island Brewing Company             Chicago
## 767         Goose Island Brewing Company             Chicago
## 768               Half Acre Beer Company             Chicago
## 769             Spiteful Brewing Company             Chicago
## 770                   Mikerphone Brewing             Chicago
## 771                      Destihl Brewery         Bloomington
## 772                      Destihl Brewery         Bloomington
## 773                 Finch's Beer Company             Chicago
## 774              Temperance Beer Company            Evanston
## 775           Wild Onion Brewing Company     Lake Barrington
## 776         Two Brothers Brewing Company         Warrenville
## 777           Wild Onion Brewing Company     Lake Barrington
## 778               Half Acre Beer Company             Chicago
## 779                   Mikerphone Brewing             Chicago
## 780                Flesk Brewing Company             Lombard
## 781           Wild Onion Brewing Company     Lake Barrington
## 782           Revolution Brewing Company             Chicago
## 783                   Mikerphone Brewing             Chicago
## 784                 Finch's Beer Company             Chicago
## 785                 Finch's Beer Company             Chicago
## 786         Two Brothers Brewing Company         Warrenville
## 787                 Finch's Beer Company             Chicago
## 788             Spiteful Brewing Company             Chicago
## 789         Two Brothers Brewing Company         Warrenville
## 790           Wild Onion Brewing Company     Lake Barrington
## 791             Spiteful Brewing Company             Chicago
## 792            Pollyanna Brewing Company              Lemont
## 793         Two Brothers Brewing Company         Warrenville
## 794           Wild Onion Brewing Company     Lake Barrington
## 795           Revolution Brewing Company             Chicago
## 796           Revolution Brewing Company             Chicago
## 797         Two Brothers Brewing Company         Warrenville
## 798            Pipeworks Brewing Company             Chicago
## 799                 Finch's Beer Company             Chicago
## 800           Wild Onion Brewing Company     Lake Barrington
## 801             Spiteful Brewing Company             Chicago
## 802                      Destihl Brewery         Bloomington
## 803                 Finch's Beer Company             Chicago
## 804           Revolution Brewing Company             Chicago
## 805                   Mikerphone Brewing             Chicago
## 806                      Destihl Brewery         Bloomington
## 807               Half Acre Beer Company             Chicago
## 808               Half Acre Beer Company             Chicago
## 809         Goose Island Brewery Company             Chicago
## 810           Wild Onion Brewing Company     Lake Barrington
## 811                   BuckleDown Brewing               Lyons
## 812         Goose Island Brewing Company             Chicago
## 813           Revolution Brewing Company             Chicago
## 814                      Destihl Brewery         Bloomington
## 815           Revolution Brewing Company             Chicago
## 816           Revolution Brewing Company             Chicago
## 817           Wild Onion Brewing Company     Lake Barrington
## 818           Revolution Brewing Company             Chicago
## 819           Wild Onion Brewing Company     Lake Barrington
## 820         Two Brothers Brewing Company         Warrenville
## 821                 Finch's Beer Company             Chicago
## 822                   Mikerphone Brewing             Chicago
## 823                    Big Muddy Brewing         Murphysboro
## 824             Spiteful Brewing Company             Chicago
## 825                  18th Street Brewery                Gary
## 826            450 North Brewing Company            Columbus
## 827             People's Brewing Company           Lafayette
## 828                  18th Street Brewery                Gary
## 829                   Evil Czech Brewery           Mishawaka
## 830               Great Crescent Brewery              Aurora
## 831                     Burn 'Em Brewing       Michigan City
## 832                  18th Street Brewery                Gary
## 833                  18th Street Brewery                Gary
## 834             People's Brewing Company           Lafayette
## 835             People's Brewing Company           Lafayette
## 836               Great Crescent Brewery              Aurora
## 837            450 North Brewing Company            Columbus
## 838              Tin Man Brewing Company          Evansville
## 839             Sun King Brewing Company        Indianapolis
## 840               Great Crescent Brewery              Aurora
## 841               Great Crescent Brewery              Aurora
## 842             People's Brewing Company           Lafayette
## 843                   Evil Czech Brewery           Mishawaka
## 844              Tin Man Brewing Company          Evansville
## 845                     Burn 'Em Brewing       Michigan City
## 846              Tin Man Brewing Company          Evansville
## 847                    Brew Link Brewing          Plainfield
## 848                  18th Street Brewery                Gary
## 849                  18th Street Brewery                Gary
## 850                    Flat 12 Bierwerks        Indianapolis
## 851                     Burn 'Em Brewing       Michigan City
## 852             Sun King Brewing Company        Indianapolis
## 853             Sun King Brewing Company        Indianapolis
## 854             Sun King Brewing Company        Indianapolis
## 855                   Evil Czech Brewery           Mishawaka
## 856                   Evil Czech Brewery           Mishawaka
## 857                     Burn 'Em Brewing       Michigan City
## 858             Sun King Brewing Company        Indianapolis
## 859                     Burn 'Em Brewing       Michigan City
## 860                     Burn 'Em Brewing       Michigan City
## 861                    Flat 12 Bierwerks        Indianapolis
## 862               Great Crescent Brewery              Aurora
## 863                  18th Street Brewery                Gary
## 864            Daredevil Brewing Company         Shelbyville
## 865             Sun King Brewing Company        Indianapolis
## 866                   Evil Czech Brewery           Mishawaka
## 867                   Evil Czech Brewery           Mishawaka
## 868               Great Crescent Brewery              Aurora
## 869              Tin Man Brewing Company          Evansville
## 870                    Chapman's Brewing              Angola
## 871               Great Crescent Brewery              Aurora
## 872             Sun King Brewing Company        Indianapolis
## 873             Sun King Brewing Company        Indianapolis
## 874             Sun King Brewing Company        Indianapolis
## 875                    Flat 12 Bierwerks        Indianapolis
## 876             Sun King Brewing Company        Indianapolis
## 877              Cutters Brewing Company                Avon
## 878              Cutters Brewing Company                Avon
## 879               Great Crescent Brewery              Aurora
## 880               Great Crescent Brewery              Aurora
## 881             Sun King Brewing Company        Indianapolis
## 882                    Chapman's Brewing              Angola
## 883                     Burn 'Em Brewing       Michigan City
## 884             Sun King Brewing Company        Indianapolis
## 885              Tin Man Brewing Company          Evansville
## 886                  18th Street Brewery                Gary
## 887                  18th Street Brewery                Gary
## 888               Great Crescent Brewery              Aurora
## 889               Great Crescent Brewery              Aurora
## 890             Sun King Brewing Company        Indianapolis
## 891             Sun King Brewing Company        Indianapolis
## 892                  18th Street Brewery                Gary
## 893                 Indiana City Brewing        Indianapolis
## 894               Black Acre Brewing Co.        Indianapolis
## 895                     Burn 'Em Brewing       Michigan City
## 896             Sun King Brewing Company        Indianapolis
## 897                     Burn 'Em Brewing       Michigan City
## 898             Sun King Brewing Company        Indianapolis
## 899                    Chapman's Brewing              Angola
## 900            450 North Brewing Company            Columbus
## 901                  Three Pints Brewing        Martinsville
## 902               Great Crescent Brewery              Aurora
## 903                   Bare Hands Brewery             Granger
## 904            450 North Brewing Company            Columbus
## 905            450 North Brewing Company            Columbus
## 906                     Burn 'Em Brewing       Michigan City
## 907              Tin Man Brewing Company          Evansville
## 908              Tin Man Brewing Company          Evansville
## 909              Tin Man Brewing Company          Evansville
## 910                    Chapman's Brewing              Angola
## 911             Sun King Brewing Company        Indianapolis
## 912                     Burn 'Em Brewing       Michigan City
## 913             Sun King Brewing Company        Indianapolis
## 914                  18th Street Brewery                Gary
## 915             Sun King Brewing Company        Indianapolis
## 916            450 North Brewing Company            Columbus
## 917              Cutters Brewing Company                Avon
## 918             Sun King Brewing Company        Indianapolis
## 919                  18th Street Brewery                Gary
## 920             Sun King Brewing Company        Indianapolis
## 921               Great Crescent Brewery              Aurora
## 922             Sun King Brewing Company        Indianapolis
## 923             Sun King Brewing Company        Indianapolis
## 924                  18th Street Brewery                Gary
## 925              Cutters Brewing Company                Avon
## 926                Four Fathers Brewing           Valparaiso
## 927              Warbird Brewing Company          Fort Wayne
## 928                Four Fathers Brewing           Valparaiso
## 929             Sun King Brewing Company        Indianapolis
## 930             Sun King Brewing Company        Indianapolis
## 931                Four Fathers Brewing           Valparaiso
## 932             Sun King Brewing Company        Indianapolis
## 933               Upland Brewing Company         Bloomington
## 934                  Three Pints Brewing        Martinsville
## 935               Great Crescent Brewery              Aurora
## 936               Upland Brewing Company         Bloomington
## 937               Great Crescent Brewery              Aurora
## 938                  18th Street Brewery                Gary
## 939               Great Crescent Brewery              Aurora
## 940               Great Crescent Brewery              Aurora
## 941             Sun King Brewing Company        Indianapolis
## 942             Sun King Brewing Company        Indianapolis
## 943        Four Horsemen Brewing Company          South Bend
## 944             Sun King Brewing Company        Indianapolis
## 945             Sun King Brewing Company        Indianapolis
## 946                  Three Pints Brewing        Martinsville
## 947              Tin Man Brewing Company          Evansville
## 948             Sun King Brewing Company        Indianapolis
## 949             Sun King Brewing Company        Indianapolis
## 950               Great Crescent Brewery              Aurora
## 951               Great Crescent Brewery              Aurora
## 952            450 North Brewing Company            Columbus
## 953               Upland Brewing Company         Bloomington
## 954             Sun King Brewing Company        Indianapolis
## 955             Sun King Brewing Company        Indianapolis
## 956               Taxman Brewing Company        Bargersville
## 957                Four Fathers Brewing           Valparaiso
## 958             Sun King Brewing Company        Indianapolis
## 959               Great Crescent Brewery              Aurora
## 960                  Three Pints Brewing        Martinsville
## 961             Sun King Brewing Company        Indianapolis
## 962             Sun King Brewing Company        Indianapolis
## 963             Sun King Brewing Company        Indianapolis
## 964            Tallgrass Brewing Company           Manhattan
## 965         High Noon Saloon And Brewery         Leavenworth
## 966            Tallgrass Brewing Company           Manhattan
## 967            Tallgrass Brewing Company           Manhattan
## 968            Tallgrass Brewing Company           Manhattan
## 969         High Noon Saloon And Brewery         Leavenworth
## 970         High Noon Saloon And Brewery         Leavenworth
## 971            Tallgrass Brewing Company           Manhattan
## 972            Tallgrass Brewing Company           Manhattan
## 973             Defiance Brewing Company                Hays
## 974            Tallgrass Brewing Company           Manhattan
## 975            Tallgrass Brewing Company           Manhattan
## 976            Tallgrass Brewing Company           Manhattan
## 977            Tallgrass Brewing Company           Manhattan
## 978            Tallgrass Brewing Company           Manhattan
## 979            Tallgrass Brewing Company           Manhattan
## 980            Tallgrass Brewing Company           Manhattan
## 981            Tallgrass Brewing Company           Manhattan
## 982            Tallgrass Brewing Company           Manhattan
## 983            Tallgrass Brewing Company           Manhattan
## 984             Defiance Brewing Company                Hays
## 985            Tallgrass Brewing Company           Manhattan
## 986            Tallgrass Brewing Company           Manhattan
## 987            Against the Grain Brewery          Louisville
## 988            Against the Grain Brewery          Louisville
## 989  Alltech's Lexington Brewing Company           Lexington
## 990                   West Sixth Brewing           Lexington
## 991                   West Sixth Brewing           Lexington
## 992  Alltech's Lexington Brewing Company           Lexington
## 993            Against the Grain Brewery          Louisville
## 994            Against the Grain Brewery          Louisville
## 995                   West Sixth Brewing           Lexington
## 996            Against the Grain Brewery          Louisville
## 997            Against the Grain Brewery          Louisville
## 998            Against the Grain Brewery          Louisville
## 999            Against the Grain Brewery          Louisville
## 1000                  West Sixth Brewing           Lexington
## 1001           Against The Grain Brewery          Louisville
## 1002           Against the Grain Brewery          Louisville
## 1003           Against the Grain Brewery          Louisville
## 1004           Against the Grain Brewery          Louisville
## 1005           Against The Grain Brewery          Louisville
## 1006           Against the Grain Brewery          Louisville
## 1007           Against the Grain Brewery          Louisville
## 1008            Tin Roof Brewing Company         Baton Rouge
## 1009            Tin Roof Brewing Company         Baton Rouge
## 1010 New Orleans Lager & Ale Brewing ...         New Orleans
## 1011 New Orleans Lager & Ale Brewing ...         New Orleans
## 1012          Great Raft Brewing Company          Shreveport
## 1013 New Orleans Lager & Ale Brewing ...         New Orleans
## 1014          Great Raft Brewing Company          Shreveport
## 1015               Abita Brewing Company       Abita Springs
## 1016 New Orleans Lager & Ale Brewing ...         New Orleans
## 1017 New Orleans Lager & Ale Brewing ...         New Orleans
## 1018            Tin Roof Brewing Company         Baton Rouge
## 1019            Tin Roof Brewing Company         Baton Rouge
## 1020               Abita Brewing Company       Abita Springs
## 1021               Abita Brewing Company       Abita Springs
## 1022            Tin Roof Brewing Company         Baton Rouge
## 1023 New Orleans Lager & Ale Brewing ...         New Orleans
## 1024            Tin Roof Brewing Company         Baton Rouge
## 1025                 Covington Brewhouse           Covington
## 1026            Tin Roof Brewing Company         Baton Rouge
## 1027                     Harpoon Brewery              Boston
## 1028                       Cape Cod Beer             Hyannis
## 1029                     Big Elm Brewing           Sheffield
## 1030                     Harpoon Brewery              Boston
## 1031            Cape Ann Brewing Company          Gloucester
## 1032                 Boston Beer Company              Boston
## 1033               Notch Brewing Company             Ipswich
## 1034                 Boston Beer Company              Boston
## 1035                     Big Elm Brewing           Sheffield
## 1036                 Boston Beer Company              Boston
## 1037            Jack's Abby Craft Lagers          Framingham
## 1038           Wachusett Brewing Company         Westminster
## 1039                 Night Shift Brewing             Everett
## 1040                Downeast Cider House          Leominster
## 1041                 Boston Beer Company              Boston
## 1042           Cambridge Brewing Company           Cambridge
## 1043         Newburyport Brewing Company         Newburyport
## 1044                     Harpoon Brewery              Boston
## 1045     Westfield River Brewing Company           Westfield
## 1046                 Boston Beer Company              Boston
## 1047            Jack's Abby Craft Lagers          Framingham
## 1048                     Harpoon Brewery              Boston
## 1049                       Cape Cod Beer             Hyannis
## 1050           Cambridge Brewing Company           Cambridge
## 1051           Berkshire Brewing Company     South Deerfield
## 1052                 Boston Beer Company              Boston
## 1053         Newburyport Brewing Company         Newburyport
## 1054                     Harpoon Brewery              Boston
## 1055            Jack's Abby Craft Lagers          Framingham
## 1056                 Banner Beer Company        Williamsburg
## 1057               Notch Brewing Company             Ipswich
## 1058                       Cisco Brewers           Nantucket
## 1059           Berkshire Brewing Company     South Deerfield
## 1060                 Northampton Brewery         Northamtpon
## 1061                  Beer Works Brewery              Lowell
## 1062                     Harpoon Brewery              Boston
## 1063                     Big Elm Brewing           Sheffield
## 1064           Wachusett Brewing Company         Westminster
## 1065     Westfield River Brewing Company           Westfield
## 1066            Cape Ann Brewing Company          Gloucester
## 1067                 Boston Beer Company              Boston
## 1068            Cape Ann Brewing Company          Gloucester
## 1069           Wachusett Brewing Company         Westminster
## 1070         Newburyport Brewing Company         Newburyport
## 1071                 Boston Beer Company              Boston
## 1072                  Blue Hills Brewery              Canton
## 1073            Jack's Abby Craft Lagers          Framingham
## 1074                Downeast Cider House          Leominster
## 1075            Cape Ann Brewing Company          Gloucester
## 1076            Jack's Abby Craft Lagers          Framingham
## 1077                     Harpoon Brewery              Boston
## 1078                 Banner Beer Company        Williamsburg
## 1079                 Banner Beer Company        Williamsburg
## 1080                     Harpoon Brewery              Boston
## 1081                       Cisco Brewers           Nantucket
## 1082                 Boston Beer Company              Boston
## 1083                  Beer Works Brewery              Lowell
## 1084                     Harpoon Brewery              Boston
## 1085                  Beer Works Brewery              Lowell
## 1086                    Wormtown Brewery           Worcester
## 1087                     Harpoon Brewery              Boston
## 1088                       Cisco Brewers           Nantucket
## 1089                     Harpoon Brewery              Boston
## 1090            Cape Ann Brewing Company          Gloucester
## 1091           Wachusett Brewing Company         Westminster
## 1092                  Blackrocks Brewery           Marquette
## 1093           Wachusett Brewing Company         Westminster
## 1094                  Beer Works Brewery              Lowell
## 1095                       Cisco Brewers           Nantucket
## 1096                       Cisco Brewers           Nantucket
## 1097           Wachusett Brewing Company         Westminster
## 1098           Wachusett Brewing Company         Westminster
## 1099                     Harpoon Brewery              Boston
## 1100           Wachusett Brewing Company         Westminster
## 1101     Westfield River Brewing Company           Westfield
## 1102           Wachusett Brewing Company         Westminster
## 1103           Wachusett Brewing Company         Westminster
## 1104             Sherwood Forest Brewers         Marlborough
## 1105                 Ipswich Ale Brewery             Ipswich
## 1106                       Cisco Brewers           Nantucket
## 1107                       Cisco Brewers           Nantucket
## 1108           Wachusett Brewing Company         Westminster
## 1109 Red Shedman Farm Brewery and Hop...            Mt. Airy
## 1110                  Flying Dog Brewery           Frederick
## 1111 Red Shedman Farm Brewery and Hop...            Mt. Airy
## 1112           Stillwater Artisanal Ales           Baltimore
## 1113                  Flying Dog Brewery           Frederick
## 1114 Red Shedman Farm Brewery and Hop...            Mt. Airy
## 1115                 Union Craft Brewing           Baltimore
## 1116                    The Brewer's Art           Baltimore
## 1117                     Heavy Seas Beer          Halethorpe
## 1118 Red Shedman Farm Brewery and Hop...            Mt. Airy
## 1119                    The Brewer's Art           Baltimore
## 1120                 Union Craft Brewing           Baltimore
## 1121           Stillwater Artisanal Ales           Baltimore
## 1122 Red Shedman Farm Brewery and Hop...            Mt. Airy
## 1123           Stillwater Artisanal Ales           Baltimore
## 1124                     Heavy Seas Beer          Halethorpe
## 1125                    The Brewer's Art           Baltimore
## 1126                 Union Craft Brewing           Baltimore
## 1127                 Union Craft Brewing           Baltimore
## 1128                     Heavy Seas Beer          Halethorpe
## 1129           Jailbreak Brewing Company              Laurel
## 1130            Glabrous Brewing Company            Pineland
## 1131            Shipyard Brewing Company            Portland
## 1132         Rising Tide Brewing Company            Portland
## 1133              Baxter Brewing Company            Lewiston
## 1134      Marshall Wharf Brewing Company             Belfast
## 1135              Baxter Brewing Company            Lewiston
## 1136            Shipyard Brewing Company            Portland
## 1137              Baxter Brewing Company            Lewiston
## 1138            Shipyard Brewing Company            Portland
## 1139              Baxter Brewing Company            Lewiston
## 1140          D.L. Geary Brewing Company            Portland
## 1141         Rising Tide Brewing Company            Portland
## 1142        Peak Organic Brewing Company            Portland
## 1143         Stone Coast Brewing Company            Portland
## 1144              Baxter Brewing Company            Lewiston
## 1145              Baxter Brewing Company            Lewiston
## 1146            Shipyard Brewing Company            Portland
## 1147              Baxter Brewing Company            Lewiston
## 1148      Marshall Wharf Brewing Company             Belfast
## 1149              Baxter Brewing Company            Lewiston
## 1150             Sea Dog Brewing Company            Portland
## 1151      Marshall Wharf Brewing Company             Belfast
## 1152      Marshall Wharf Brewing Company             Belfast
## 1153          D.L. Geary Brewing Company            Portland
## 1154        Peak Organic Brewing Company            Portland
## 1155      Marshall Wharf Brewing Company             Belfast
## 1156              Baxter Brewing Company            Lewiston
## 1157                 Frankenmuth Brewery         Frankenmuth
## 1158                      Brewery Vivant        Grand Rapids
## 1159                      Brewery Vivant        Grand Rapids
## 1160                      Brewery Vivant        Grand Rapids
## 1161                      Brewery Vivant        Grand Rapids
## 1162            Keweenaw Brewing Company            Houghton
## 1163                      Brewery Vivant        Grand Rapids
## 1164                      Brewery Vivant        Grand Rapids
## 1165                      Brewery Vivant        Grand Rapids
## 1166                      Brewery Vivant        Grand Rapids
## 1167            Gonzo's BiggDogg Brewing           Kalamazoo
## 1168                      Brewery Vivant        Grand Rapids
## 1169            Keweenaw Brewing Company            Houghton
## 1170                      Brewery Vivant        Grand Rapids
## 1171                      Brewery Vivant        Grand Rapids
## 1172                      Brewery Vivant        Grand Rapids
## 1173             MillKing It Productions           Royal Oak
## 1174                      Brewery Vivant        Grand Rapids
## 1175                      Brewery Vivant        Grand Rapids
## 1176              Perrin Brewing Company       Comstock Park
## 1177                      Brewery Vivant        Grand Rapids
## 1178                  Vander Mill Ciders         Spring Lake
## 1179                      Brewery Vivant        Grand Rapids
## 1180                      Brewery Vivant        Grand Rapids
## 1181            Keweenaw Brewing Company            Houghton
## 1182            Keweenaw Brewing Company            Houghton
## 1183                 Right Brain Brewery       Traverse City
## 1184              Perrin Brewing Company       Comstock Park
## 1185                  Blackrocks Brewery           Marquette
## 1186                      Brewery Vivant        Grand Rapids
## 1187                    Petoskey Brewing            Petoskey
## 1188                      Brewery Vivant        Grand Rapids
## 1189                      Brewery Vivant        Grand Rapids
## 1190                      Brewery Vivant        Grand Rapids
## 1191              Perrin Brewing Company       Comstock Park
## 1192                 Brewery Terra Firma       Traverse City
## 1193            Founders Brewing Company        Grand Rapids
## 1194                      Brewery Vivant        Grand Rapids
## 1195                    Big Lake Brewing             Holland
## 1196              Perrin Brewing Company       Comstock Park
## 1197                      Brewery Vivant        Grand Rapids
## 1198            Keweenaw Brewing Company            Houghton
## 1199           Cheboygan Brewing Company           Cheboygan
## 1200                      Brewery Vivant        Grand Rapids
## 1201                      Brewery Vivant        Grand Rapids
## 1202                  Blackrocks Brewery           Marquette
## 1203                  Blackrocks Brewery           Marquette
## 1204           Cheboygan Brewing Company           Cheboygan
## 1205                      Brewery Vivant        Grand Rapids
## 1206                  Vander Mill Ciders         Spring Lake
## 1207          The Mitten Brewing Company        Grand Rapids
## 1208                      Brewery Vivant        Grand Rapids
## 1209                    Big Lake Brewing             Holland
## 1210                      Brewery Vivant        Grand Rapids
## 1211                 Frankenmuth Brewery         Frankenmuth
## 1212                     Atwater Brewery             Detroit
## 1213                      Brewery Vivant        Grand Rapids
## 1214             Arcadia Brewing Company        Battle Creek
## 1215                    Tapistry Brewing            Bridgman
## 1216            Founders Brewing Company        Grand Rapids
## 1217      Mountain Town Brewing Company       Mount Pleasant
## 1218    Sietsema Orchards and Cider Mill                 Ada
## 1219                      Brewery Vivant        Grand Rapids
## 1220                     Atwater Brewery             Detroit
## 1221                    Petoskey Brewing            Petoskey
## 1222                    Petoskey Brewing            Petoskey
## 1223                      Brewery Vivant        Grand Rapids
## 1224              Perrin Brewing Company       Comstock Park
## 1225     Rochester Mills Brewing Company           Rochester
## 1226             MillKing It Productions           Royal Oak
## 1227             Arcadia Brewing Company        Battle Creek
## 1228            Keweenaw Brewing Company            Houghton
## 1229     Wolverine State Brewing Company           Ann Arbor
## 1230            Founders Brewing Company        Grand Rapids
## 1231                  Vander Mill Ciders         Spring Lake
## 1232                      Brewery Vivant        Grand Rapids
## 1233                  Vander Mill Ciders         Spring Lake
## 1234                      Brewery Vivant        Grand Rapids
## 1235                    Meckley's Cidery     Somerset Center
## 1236           Cheboygan Brewing Company           Cheboygan
## 1237     Uncle John's Fruit House Winery          St. John's
## 1238              Perrin Brewing Company       Comstock Park
## 1239                      Brewery Vivant        Grand Rapids
## 1240                      Brewery Vivant        Grand Rapids
## 1241     Rochester Mills Brewing Company           Rochester
## 1242     Rochester Mills Brewing Company           Rochester
## 1243                      Brewery Vivant        Grand Rapids
## 1244                   St. Julian Winery             Paw Paw
## 1245                      Brewery Vivant        Grand Rapids
## 1246        Griffin Claw Brewing Company          Birmingham
## 1247                      Bell's Brewery           Kalamazoo
## 1248            Keweenaw Brewing Company            Houghton
## 1249        Griffin Claw Brewing Company          Birmingham
## 1250                    Tapistry Brewing            Bridgman
## 1251         White Flame Brewing Company         Hudsonville
## 1252        Griffin Claw Brewing Company          Birmingham
## 1253                      Brewery Vivant        Grand Rapids
## 1254                      Brewery Vivant        Grand Rapids
## 1255                     Atwater Brewery             Detroit
## 1256     Rochester Mills Brewing Company           Rochester
## 1257                    Tapistry Brewing            Bridgman
## 1258                 Frankenmuth Brewery         Frankenmuth
## 1259     Rochester Mills Brewing Company           Rochester
## 1260                     Atwater Brewery             Detroit
## 1261                     Atwater Brewery             Detroit
## 1262                     Atwater Brewery             Detroit
## 1263                      Brewery Vivant        Grand Rapids
## 1264        Griffin Claw Brewing Company          Birmingham
## 1265     Uncle John's Fruit House Winery          St. John's
## 1266                      Brewery Vivant        Grand Rapids
## 1267                  Blackrocks Brewery           Marquette
## 1268                      Brewery Vivant        Grand Rapids
## 1269                      Brewery Vivant        Grand Rapids
## 1270                      Brewery Vivant        Grand Rapids
## 1271                      Brewery Vivant        Grand Rapids
## 1272                      Bell's Brewery           Kalamazoo
## 1273                  Vander Mill Ciders         Spring Lake
## 1274         Latitude 42 Brewing Company             Portage
## 1275                      Bell's Brewery           Kalamazoo
## 1276         Latitude 42 Brewing Company             Portage
## 1277             The Right Brain Brewery       Traverse City
## 1278        Griffin Claw Brewing Company          Birmingham
## 1279                      Bell's Brewery           Kalamazoo
## 1280                      Brewery Vivant        Grand Rapids
## 1281                      Brewery Vivant        Grand Rapids
## 1282                  Blackrocks Brewery           Marquette
## 1283        Griffin Claw Brewing Company          Birmingham
## 1284             MillKing It Productions           Royal Oak
## 1285                      Brewery Vivant        Grand Rapids
## 1286        Griffin Claw Brewing Company          Birmingham
## 1287                      Brewery Vivant        Grand Rapids
## 1288                      Brewery Vivant        Grand Rapids
## 1289                      Brewery Vivant        Grand Rapids
## 1290                    Petoskey Brewing            Petoskey
## 1291                      Bell's Brewery           Kalamazoo
## 1292                      Brewery Vivant        Grand Rapids
## 1293                      Brewery Vivant        Grand Rapids
## 1294        Griffin Claw Brewing Company          Birmingham
## 1295                      Brewery Vivant        Grand Rapids
## 1296                    Meckley's Cidery     Somerset Center
## 1297                  Blackrocks Brewery           Marquette
## 1298     Rochester Mills Brewing Company           Rochester
## 1299                    Meckley's Cidery     Somerset Center
## 1300         Witch's Hat Brewing Company          South Lyon
## 1301                      Brewery Vivant        Grand Rapids
## 1302                      Brewery Vivant        Grand Rapids
## 1303     Uncle John's Fruit House Winery          St. John's
## 1304                      Brewery Vivant        Grand Rapids
## 1305                      Brewery Vivant        Grand Rapids
## 1306                      Brewery Vivant        Grand Rapids
## 1307        Griffin Claw Brewing Company          Birmingham
## 1308                      Brewery Vivant        Grand Rapids
## 1309                      Brewery Vivant        Grand Rapids
## 1310                      Brewery Vivant        Grand Rapids
## 1311             The Right Brain Brewery       Traverse City
## 1312         Latitude 42 Brewing Company             Portage
## 1313         Witch's Hat Brewing Company          South Lyon
## 1314     Rochester Mills Brewing Company           Rochester
## 1315           Saugatuck Brewing Company             Douglas
## 1316             The Right Brain Brewery       Traverse City
## 1317         Latitude 42 Brewing Company             Portage
## 1318                      Bell's Brewery           Kalamazoo
## 1319              Indeed Brewing Company         Minneapolis
## 1320               Surly Brewing Company     Brooklyn Center
## 1321              Indeed Brewing Company         Minneapolis
## 1322               Surly Brewing Company     Brooklyn Center
## 1323         Lift Bridge Brewing Company          Stillwater
## 1324               Surly Brewing Company     Brooklyn Center
## 1325              Indeed Brewing Company         Minneapolis
## 1326              Indeed Brewing Company         Minneapolis
## 1327         Bent Paddle Brewing Company              Duluth
## 1328               Surly Brewing Company     Brooklyn Center
## 1329                  NorthGate Brewing          Minneapolis
## 1330                  NorthGate Brewing          Minneapolis
## 1331                   Bauhaus Brew Labs         Minneapolis
## 1332         Lift Bridge Brewing Company          Stillwater
## 1333               Surly Brewing Company     Brooklyn Center
## 1334                  NorthGate Brewing          Minneapolis
## 1335              Third Street Brewhouse         Cold Spring
## 1336              Indeed Brewing Company         Minneapolis
## 1337              Summit Brewing Company            St. Paul
## 1338              Indeed Brewing Company         Minneapolis
## 1339               Surly Brewing Company     Brooklyn Center
## 1340               Surly Brewing Company     Brooklyn Center
## 1341              Third Street Brewhouse         Cold Spring
## 1342              Summit Brewing Company            St. Paul
## 1343               Surly Brewing Company     Brooklyn Center
## 1344                    Big Wood Brewery     Vadnais Heights
## 1345                   Bauhaus Brew Labs         Minneapolis
## 1346                    Big Wood Brewery     Vadnais Heights
## 1347                  NorthGate Brewing          Minneapolis
## 1348              Summit Brewing Company             St Paul
## 1349                    Big Wood Brewery     Vadnais Heights
## 1350                   Bent Brewstillery           Roseville
## 1351                  NorthGate Brewing          Minneapolis
## 1352                   Bauhaus Brew Labs         Minneapolis
## 1353                   Bent Brewstillery           Roseville
## 1354         Bent Paddle Brewing Company              Duluth
## 1355               Surly Brewing Company     Brooklyn Center
## 1356                    Big Wood Brewery     Vadnais Heights
## 1357                    Big Wood Brewery     Vadnais Heights
## 1358               Surly Brewing Company     Brooklyn Center
## 1359                  Tonka Beer Company          Minnetonka
## 1360                  Tonka Beer Company          Minnetonka
## 1361         Bent Paddle Brewing Company              Duluth
## 1362         Bent Paddle Brewing Company              Duluth
## 1363               Surly Brewing Company     Brooklyn Center
## 1364               Surly Brewing Company     Brooklyn Center
## 1365               Surly Brewing Company     Brooklyn Center
## 1366         Bent Paddle Brewing Company              Duluth
## 1367                   Bauhaus Brew Labs         Minneapolis
## 1368                  NorthGate Brewing          Minneapolis
## 1369              Summit Brewing Company            St. Paul
## 1370              Third Street Brewhouse         Cold Spring
## 1371                   Bent Brewstillery           Roseville
## 1372              Third Street Brewhouse         Cold Spring
## 1373         Bent Paddle Brewing Company              Duluth
## 1374                    O'Fallon Brewery            O'Fallon
## 1375             4 Hands Brewing Company         Saint Louis
## 1376             4 Hands Brewing Company         Saint Louis
## 1377               Morgan Street Brewery         Saint Louis
## 1378            Schlafly Brewing Company         Saint Louis
## 1379                    O'Fallon Brewery            O'Fallon
## 1380             4 Hands Brewing Company         Saint Louis
## 1381              Weston Brewing Company              Weston
## 1382              Weston Brewing Company              Weston
## 1383                    O'Fallon Brewery            O'Fallon
## 1384             4 Hands Brewing Company         Saint Louis
## 1385               Morgan Street Brewery         Saint Louis
## 1386    Kirkwood Station Brewing Company            Kirkwood
## 1387            Schlafly Brewing Company         Saint Louis
## 1388    Kirkwood Station Brewing Company            Kirkwood
## 1389         Piney River Brewing Company             Bucryus
## 1390         Piney River Brewing Company             Bucryus
## 1391         Piney River Brewing Company             Bucryus
## 1392               Morgan Street Brewery         Saint Louis
## 1393         Piney River Brewing Company             Bucryus
## 1394               Morgan Street Brewery         Saint Louis
## 1395                    Mother's Brewing         Springfield
## 1396         Piney River Brewing Company             Bucryus
## 1397             4 Hands Brewing Company         Saint Louis
## 1398              Weston Brewing Company              Weston
## 1399         Piney River Brewing Company             Bucryus
## 1400              Weston Brewing Company              Weston
## 1401            Schlafly Brewing Company         Saint Louis
## 1402         Piney River Brewing Company             Bucryus
## 1403                    Mother's Brewing         Springfield
## 1404             4 Hands Brewing Company         Saint Louis
## 1405               Morgan Street Brewery         Saint Louis
## 1406           Boulevard Brewing Company         Kansas City
## 1407         Piney River Brewing Company             Bucryus
## 1408            Schlafly Brewing Company         Saint Louis
## 1409              Weston Brewing Company              Weston
## 1410              Weston Brewing Company              Weston
## 1411            Schlafly Brewing Company         Saint Louis
## 1412             4 Hands Brewing Company         Saint Louis
## 1413             4 Hands Brewing Company         Saint Louis
## 1414            Schlafly Brewing Company         Saint Louis
## 1415              Weston Brewing Company              Weston
## 1416 Southern Prohibition Brewing Com...         Hattiesburg
## 1417 Southern Prohibition Brewing Com...         Hattiesburg
## 1418 Southern Prohibition Brewing Com...         Hattiesburg
## 1419 Southern Prohibition Brewing Com...         Hattiesburg
## 1420          Lucky Town Brewing Company             Jackson
## 1421          Lucky Town Brewing Company             Jackson
## 1422 Southern Prohibition Brewing Com...         Hattiesburg
## 1423 Southern Prohibition Brewing Com...         Hattiesburg
## 1424 Southern Prohibition Brewing Com...         Hattiesburg
## 1425 Southern Prohibition Brewing Com...         Hattiesburg
## 1426 Southern Prohibition Brewing Com...         Hattiesburg
## 1427             Bozeman Brewing Company             Bozeman
## 1428             Big Sky Brewing Company            Missoula
## 1429     Lewis and Clark Brewing Company              Helena
## 1430             Big Sky Brewing Company            Missoula
## 1431             Big Sky Brewing Company            Missoula
## 1432             Bozeman Brewing Company             Bozeman
## 1433             Big Sky Brewing Company            Missoula
## 1434             Bozeman Brewing Company             Bozeman
## 1435            Wildwood Brewing Company        Stevensville
## 1436        Kettle House Brewing Company            Missoula
## 1437        Harvest Moon Brewing Company                Belt
## 1438            Wildwood Brewing Company        Stevensville
## 1439        Kettle House Brewing Company            Missoula
## 1440             Big Sky Brewing Company            Missoula
## 1441             Big Sky Brewing Company            Missoula
## 1442             Big Sky Brewing Company            Missoula
## 1443            Tamarack Brewing Company            Lakeside
## 1444        Kettle House Brewing Company            Missoula
## 1445     Lewis and Clark Brewing Company              Helena
## 1446             Bozeman Brewing Company             Bozeman
## 1447            Wildwood Brewing Company        Stevensville
## 1448             Big Sky Brewing Company            Missoula
## 1449             Big Sky Brewing Company            Missoula
## 1450        Kettle House Brewing Company            Missoula
## 1451                 Bitter Root Brewing            Hamilton
## 1452            Tamarack Brewing Company            Lakeside
## 1453        Harvest Moon Brewing Company                Belt
## 1454             Big Sky Brewing Company            Missoula
## 1455             Bozeman Brewing Company             Bozeman
## 1456     Lewis and Clark Brewing Company              Helena
## 1457             Big Sky Brewing Company            Missoula
## 1458        Kettle House Brewing Company            Missoula
## 1459      Great Northern Brewing Company           Whitefish
## 1460      Great Northern Brewing Company           Whitefish
## 1461                 Bitter Root Brewing            Hamilton
## 1462     Lewis and Clark Brewing Company              Helena
## 1463        Kettle House Brewing Company            Missoula
## 1464             Big Sky Brewing Company            Missoula
## 1465                 Bitter Root Brewing            Hamilton
## 1466     Lewis and Clark Brewing Company              Helena
## 1467                Cans Bar and Canteen           Charlotte
## 1468            Carolina Beer & Beverage         Mooresville
## 1469 Oskar Blues Brewery (North Carol...             Brevard
## 1470              Pisgah Brewing Company      Black Mountain
## 1471             Aviator Brewing Company       Fuquay-Varina
## 1472             Aviator Brewing Company       Fuquay-Varina
## 1473                   Fullsteam Brewery              Durham
## 1474           Asheville Brewing Company           Asheville
## 1475                Cans Bar and Canteen           Charlotte
## 1476 Oskar Blues Brewery (North Carol...             Brevard
## 1477          Frog Level Brewing Company         Waynesville
## 1478                Cans Bar and Canteen           Charlotte
## 1479            Carolina Beer & Beverage         Mooresville
## 1480              Pisgah Brewing Company      Black Mountain
## 1481      Catawba Valley Brewing Company           Morganton
## 1482             Aviator Brewing Company       Fuquay-Varina
## 1483             Catawba Brewing Company           Morganton
## 1484           Lonerider Brewing Company             Raleigh
## 1485           Asheville Brewing Company           Asheville
## 1486 Oskar Blues Brewery (North Carol...             Brevard
## 1487           Lonerider Brewing Company             Raleigh
## 1488                French Broad Brewery           Asheville
## 1489            Triangle Brewing Company              Durham
## 1490              Howard Brewing Company              Lenoir
## 1491 Oskar Blues Brewery (North Carol...             Brevard
## 1492             Catawba Brewing Company           Morganton
## 1493 Oskar Blues Brewery (North Carol...             Brevard
## 1494        Appalachian Mountain Brewery               Boone
## 1495      Catawba Valley Brewing Company           Morganton
## 1496                Cans Bar and Canteen           Charlotte
## 1497              Howard Brewing Company              Lenoir
## 1498 Oskar Blues Brewery (North Carol...             Brevard
## 1499             Aviator Brewing Company       Fuquay-Varina
## 1500        Appalachian Mountain Brewery               Boone
## 1501           Lonerider Brewing Company             Raleigh
## 1502             Aviator Brewing Company       Fuquay-Varina
## 1503        Mother Earth Brewing Company             Kinston
## 1504                    Carolina Brewery           Pittsboro
## 1505        Appalachian Mountain Brewery               Boone
## 1506                NoDa Brewing Company           Charlotte
## 1507           Lonerider Brewing Company             Raleigh
## 1508             Catawba Brewing Company           Morganton
## 1509             Catawba Brewing Company           Morganton
## 1510                    Carolina Brewery           Pittsboro
## 1511           Lonerider Brewing Company             Raleigh
## 1512                French Broad Brewery           Asheville
## 1513            Triangle Brewing Company              Durham
## 1514                NoDa Brewing Company           Charlotte
## 1515            Carolina Beer & Beverage         Mooresville
## 1516                    Carolina Brewery           Pittsboro
## 1517           Asheville Brewing Company           Asheville
## 1518                French Broad Brewery           Asheville
## 1519            Birdsong Brewing Company           Charlotte
## 1520             Catawba Brewing Company           Morganton
## 1521        Mother Earth Brewing Company             Kinston
## 1522             Aviator Brewing Company       Fuquay-Varina
## 1523             Catawba Brewing Company           Morganton
## 1524             Catawba Brewing Company           Morganton
## 1525            Triangle Brewing Company              Durham
## 1526               Fargo Brewing Company               Fargo
## 1527               Fargo Brewing Company               Fargo
## 1528               Fargo Brewing Company               Fargo
## 1529          Blue Blood Brewing Company             Lincoln
## 1530            Nebraska Brewing Company           Papillion
## 1531         Thunderhead Brewing Company             Kearney
## 1532          Blue Blood Brewing Company             Lincoln
## 1533          Blue Blood Brewing Company             Lincoln
## 1534          Blue Blood Brewing Company             Lincoln
## 1535            Nebraska Brewing Company           Papillion
## 1536         Thunderhead Brewing Company             Kearney
## 1537         Thunderhead Brewing Company             Kearney
## 1538                        Spilker Ales            Cortland
## 1539          Blue Blood Brewing Company             Lincoln
## 1540                Modern Monks Brewery             Lincoln
## 1541          Blue Blood Brewing Company             Lincoln
## 1542          Blue Blood Brewing Company             Lincoln
## 1543         Thunderhead Brewing Company             Kearney
## 1544            Nebraska Brewing Company           Papillion
## 1545          Blue Blood Brewing Company             Lincoln
## 1546          Blue Blood Brewing Company             Lincoln
## 1547            Nebraska Brewing Company           Papillion
## 1548          Blue Blood Brewing Company             Lincoln
## 1549          Blue Blood Brewing Company             Lincoln
## 1550            Nebraska Brewing Company           Papillion
## 1551          Blue Blood Brewing Company             Lincoln
## 1552          Blue Blood Brewing Company             Lincoln
## 1553          Blue Blood Brewing Company             Lincoln
## 1554                 White Birch Brewing            Hooksett
## 1555 Moat Mountain Smoke House & Brew...        North Conway
## 1556 Moat Mountain Smoke House & Brew...        North Conway
## 1557                 White Birch Brewing            Hooksett
## 1558    Woodstock Inn, Station & Brewery     North Woodstock
## 1559    Woodstock Inn, Station & Brewery     North Woodstock
## 1560                 White Birch Brewing            Hooksett
## 1561                 White Birch Brewing            Hooksett
## 1562                Bolero Snort Brewery     Ridgefield Park
## 1563              Carton Brewing Company  Atlantic Highlands
## 1564              Carton Brewing Company  Atlantic Highlands
## 1565                 Forgotten Boardwalk         Cherry Hill
## 1566              Carton Brewing Company  Atlantic Highlands
## 1567                 Forgotten Boardwalk         Cherry Hill
## 1568              Carton Brewing Company  Atlantic Highlands
## 1569                Bolero Snort Brewery     Ridgefield Park
## 1570                      Marble Brewery         Albuquerque
## 1571            Santa Fe Brewing Company            Santa Fe
## 1572                      Marble Brewery         Albuquerque
## 1573            Santa Fe Brewing Company            Santa Fe
## 1574            Santa Fe Brewing Company            Santa Fe
## 1575            Santa Fe Brewing Company            Santa Fe
## 1576            Santa Fe Brewing Company            Santa Fe
## 1577            Santa Fe Brewing Company            Santa Fe
## 1578            Santa Fe Brewing Company            Santa Fe
## 1579             Tractor Brewing Company         Albuquerque
## 1580             Tractor Brewing Company         Albuquerque
## 1581           La Cumbre Brewing Company         Albuquerque
## 1582             Tractor Brewing Company         Albuquerque
## 1583           La Cumbre Brewing Company         Albuquerque
## 1584            Buckbean Brewing Company                Reno
## 1585        Joseph James Brewing Company           Henderson
## 1586            Buckbean Brewing Company                Reno
## 1587            Buckbean Brewing Company                Reno
## 1588            Buckbean Brewing Company                Reno
## 1589            Buckbean Brewing Company                Reno
## 1590            Buckbean Brewing Company                Reno
## 1591            Buckbean Brewing Company                Reno
## 1592        Joseph James Brewing Company           Henderson
## 1593        Joseph James Brewing Company           Henderson
## 1594        Joseph James Brewing Company           Henderson
## 1595          Blue Point Brewing Company           Patchogue
## 1596                Matt Brewing Company               Utica
## 1597                 Sixpoint Craft Ales            Brooklyn
## 1598                 Sixpoint Craft Ales            Brooklyn
## 1599                   Bomb Beer Company            New York
## 1600                 Sixpoint Craft Ales            Brooklyn
## 1601                 Sixpoint Craft Ales            Brooklyn
## 1602                 Sixpoint Craft Ales            Brooklyn
## 1603                Matt Brewing Company               Utica
## 1604                   The Bronx Brewery               Bronx
## 1605                    Brooklyn Brewery            Brooklyn
## 1606                 Sixpoint Craft Ales            Brooklyn
## 1607             Butternuts Beer and Ale       Garrattsville
## 1608             Butternuts Beer and Ale       Garrattsville
## 1609             Butternuts Beer and Ale       Garrattsville
## 1610            Newburgh Brewing Company            Newburgh
## 1611          Blue Point Brewing Company           Patchogue
## 1612                   Bomb Beer Company            New York
## 1613          Blue Point Brewing Company           Patchogue
## 1614                Matt Brewing Company               Utica
## 1615                   Evil Twin Brewing            Brooklyn
## 1616                 Sixpoint Craft Ales            Brooklyn
## 1617                Matt Brewing Company               Utica
## 1618                Matt Brewing Company               Utica
## 1619                Matt Brewing Company               Utica
## 1620             Butternuts Beer and Ale       Garrattsville
## 1621           Southampton Publick House         Southampton
## 1622                   Evil Twin Brewing            Brooklyn
## 1623                  KelSo Beer Company            Brooklyn
## 1624          Blue Point Brewing Company           Patchogue
## 1625                Matt Brewing Company               Utica
## 1626             Upstate Brewing Company              Elmira
## 1627                    Brooklyn Brewery            Brooklyn
## 1628                 Sixpoint Craft Ales            Brooklyn
## 1629                   The Bronx Brewery               Bronx
## 1630                 Sixpoint Craft Ales            Brooklyn
## 1631                   Evil Twin Brewing            Brooklyn
## 1632                 Sixpoint Craft Ales            Brooklyn
## 1633                 Sixpoint Craft Ales            Brooklyn
## 1634                 Sixpoint Craft Ales            Brooklyn
## 1635                Matt Brewing Company               Utica
## 1636             Upstate Brewing Company              Elmira
## 1637                     Chatham Brewing             Chatham
## 1638                 Sixpoint Craft Ales            Brooklyn
## 1639              Dundee Brewing Company           Rochester
## 1640                 Sixpoint Craft Ales            Brooklyn
## 1641                    Brooklyn Brewery            Brooklyn
## 1642                   The Bronx Brewery               Bronx
## 1643                   Evil Twin Brewing            Brooklyn
## 1644                 Sixpoint Craft Ales            Brooklyn
## 1645                 Sixpoint Craft Ales            Brooklyn
## 1646                 Sixpoint Craft Ales            Brooklyn
## 1647                Matt Brewing Company               Utica
## 1648             Montauk Brewing Company             Montauk
## 1649                  KelSo Beer Company            Brooklyn
## 1650                Matt Brewing Company               Utica
## 1651                 Sixpoint Craft Ales            Brooklyn
## 1652                Matt Brewing Company               Utica
## 1653                  KelSo Beer Company            Brooklyn
## 1654             Montauk Brewing Company             Montauk
## 1655                Matt Brewing Company               Utica
## 1656                   Evil Twin Brewing            Brooklyn
## 1657                    Brooklyn Brewery            Brooklyn
## 1658                 Sixpoint Craft Ales            Brooklyn
## 1659                    Brooklyn Brewery            Brooklyn
## 1660       The Manhattan Brewing Company            New York
## 1661                Matt Brewing Company               Utica
## 1662                 Sixpoint Craft Ales            Brooklyn
## 1663                 Sixpoint Craft Ales            Brooklyn
## 1664                    Brooklyn Brewery            Brooklyn
## 1665                 Sixpoint Craft Ales            Brooklyn
## 1666                     Chatham Brewing             Chatham
## 1667                 Sixpoint Craft Ales            Brooklyn
## 1668                 Sixpoint Craft Ales            Brooklyn
## 1669              Catawba Island Brewing        Port Clinton
## 1670            Jackie O's Pub & Brewery              Athens
## 1671         Four String Brewing Company            Columbus
## 1672         Seventh Son Brewing Company            Columbus
## 1673            Jackie O's Pub & Brewery              Athens
## 1674         Seventh Son Brewing Company            Columbus
## 1675             Madtree Brewing Company          Cincinnati
## 1676                  Rhinegeist Brewery          Cincinnati
## 1677         Four String Brewing Company            Columbus
## 1678                  Rhinegeist Brewery          Cincinnati
## 1679         Four String Brewing Company            Columbus
## 1680            Jackie O's Pub & Brewery              Athens
## 1681                  Rhinegeist Brewery          Cincinnati
## 1682         Angry Orchard Cider Company          Cincinnati
## 1683              Catawba Island Brewing        Port Clinton
## 1684            Jackie O's Pub & Brewery              Athens
## 1685                  Rhinegeist Brewery          Cincinnati
## 1686             Madtree Brewing Company          Cincinnati
## 1687             Madtree Brewing Company          Cincinnati
## 1688         Seventh Son Brewing Company            Columbus
## 1689            Elevator Brewing Company            Columbus
## 1690             Madtree Brewing Company          Cincinnati
## 1691         Four String Brewing Company            Columbus
## 1692                  Fat Head's Brewery  Middleburg Heights
## 1693                  Fat Head's Brewery  Middleburg Heights
## 1694             Madtree Brewing Company          Cincinnati
## 1695                  Rhinegeist Brewery          Cincinnati
## 1696           Rivertown Brewing Company            Lockland
## 1697         Angry Orchard Cider Company          Cincinnati
## 1698             Madtree Brewing Company          Cincinnati
## 1699                  Rhinegeist Brewery          Cincinnati
## 1700         Seventh Son Brewing Company            Columbus
## 1701             Madtree Brewing Company          Cincinnati
## 1702                     Buckeye Brewing           Cleveland
## 1703                  Rhinegeist Brewery          Cincinnati
## 1704             Madtree Brewing Company          Cincinnati
## 1705           Rivertown Brewing Company            Lockland
## 1706         Warped Wing Brewing Company              Dayton
## 1707         Warped Wing Brewing Company              Dayton
## 1708               Platform Beer Company           Cleveland
## 1709         Seventh Son Brewing Company            Columbus
## 1710             Madtree Brewing Company          Cincinnati
## 1711                  Rhinegeist Brewery          Cincinnati
## 1712  Christian Moerlein Brewing Company          Cincinnati
## 1713                    Portside Brewery           Cleveland
## 1714         Warped Wing Brewing Company              Dayton
## 1715            Jackie O's Pub & Brewery              Athens
## 1716         Angry Orchard Cider Company          Cincinnati
## 1717         Warped Wing Brewing Company              Dayton
## 1718 Krebs Brewing Company (Pete's Pl...               Krebs
## 1719                      COOP Ale Works       Oklahoma City
## 1720                      COOP Ale Works       Oklahoma City
## 1721                      COOP Ale Works       Oklahoma City
## 1722             Mustang Brewing Company             Mustang
## 1723              Anthem Brewing Company       Oklahoma City
## 1724             Mustang Brewing Company             Mustang
## 1725                      COOP Ale Works       Oklahoma City
## 1726        Dead Armadillo Craft Brewing               Tulsa
## 1727             Mustang Brewing Company             Mustang
## 1728              Anthem Brewing Company       Oklahoma City
## 1729                      COOP Ale Works       Oklahoma City
## 1730             Mustang Brewing Company             Mustang
## 1731              Anthem Brewing Company       Oklahoma City
## 1732             Mustang Brewing Company             Mustang
## 1733           RoughTail Brewing Company        Midwest City
## 1734           RoughTail Brewing Company        Midwest City
## 1735           RoughTail Brewing Company        Midwest City
## 1736                      COOP Ale Works       Oklahoma City
## 1737           10 Barrel Brewing Company                Bend
## 1738              Hopworks Urban Brewery            Portland
## 1739              Hopworks Urban Brewery            Portland
## 1740              Hopworks Urban Brewery            Portland
## 1741     Southern Oregon Brewing Company             Medford
## 1742                     Alameda Brewing            Portland
## 1743                     Alameda Brewing            Portland
## 1744                     Alameda Brewing            Portland
## 1745             Caldera Brewing Company             Ashland
## 1746             Caldera Brewing Company             Ashland
## 1747          Hop Valley Brewing Company         Springfield
## 1748                Seven Brides Brewery           Silverton
## 1749                Seven Brides Brewery           Silverton
## 1750                   Breakside Brewery            Portland
## 1751            Fearless Brewing Company            Estacada
## 1752                  2 Towns Ciderhouse           Corvallis
## 1753                  2 Towns Ciderhouse           Corvallis
## 1754                  2 Towns Ciderhouse           Corvallis
## 1755                  2 Towns Ciderhouse           Corvallis
## 1756             Caldera Brewing Company             Ashland
## 1757             Caldera Brewing Company             Ashland
## 1758               Base Camp Brewing Co.            Portland
## 1759               Base Camp Brewing Co.            Portland
## 1760             Caldera Brewing Company             Ashland
## 1761             Caldera Brewing Company             Ashland
## 1762             Astoria Brewing Company             Astoria
## 1763             Astoria Brewing Company             Astoria
## 1764             Astoria Brewing Company             Astoria
## 1765             Astoria Brewing Company             Astoria
## 1766             Caldera Brewing Company             Ashland
## 1767             Caldera Brewing Company             Ashland
## 1768             Caldera Brewing Company             Ashland
## 1769             Caldera Brewing Company             Ashland
## 1770               Base Camp Brewing Co.            Portland
## 1771                 Fort George Brewery             Astoria
## 1772          Occidental Brewing Company            Portland
## 1773               Base Camp Brewing Co.            Portland
## 1774               Base Camp Brewing Co.            Portland
## 1775              Hopworks Urban Brewery            Portland
## 1776              Hopworks Urban Brewery            Portland
## 1777              Hopworks Urban Brewery            Portland
## 1778              Red Tank Cider Company                Bend
## 1779                Burnside Brewing Co.            Portland
## 1780     Southern Oregon Brewing Company             Medford
## 1781            Fearless Brewing Company            Estacada
## 1782            Fearless Brewing Company            Estacada
## 1783                 Fort George Brewery             Astoria
## 1784              Hopworks Urban Brewery            Portland
## 1785              Hopworks Urban Brewery            Portland
## 1786          Occidental Brewing Company            Portland
## 1787          Occidental Brewing Company            Portland
## 1788              Worthy Brewing Company                Bend
## 1789     Widmer Brothers Brewing Company            Portland
## 1790            Fearless Brewing Company            Estacada
## 1791              Worthy Brewing Company                Bend
## 1792            Fearless Brewing Company            Estacada
## 1793            Fearless Brewing Company            Estacada
## 1794              Hopworks Urban Brewery            Portland
## 1795              Hopworks Urban Brewery            Portland
## 1796              Hopworks Urban Brewery            Portland
## 1797           Good Life Brewing Company                Bend
## 1798                      Natian Brewery            Portland
## 1799              Hopworks Urban Brewery            Portland
## 1800              Hopworks Urban Brewery            Portland
## 1801          Occidental Brewing Company            Portland
## 1802                       Blue Dog Mead              Eugene
## 1803                       Blue Dog Mead              Eugene
## 1804          Cascadia Ciderworks United            Portland
## 1805          Cascadia Ciderworks United            Portland
## 1806              Hopworks Urban Brewery            Portland
## 1807              Hopworks Urban Brewery            Portland
## 1808                 Fort George Brewery             Astoria
## 1809                 Fort George Brewery             Astoria
## 1810           Good Life Brewing Company                Bend
## 1811                      Natian Brewery            Portland
## 1812                 Fort George Brewery             Astoria
## 1813                 Fort George Brewery             Astoria
## 1814              Hopworks Urban Brewery            Portland
## 1815                 Fort George Brewery             Astoria
## 1816              Worthy Brewing Company                Bend
## 1817              Worthy Brewing Company                Bend
## 1818     Widmer Brothers Brewing Company            Portland
## 1819              Hopworks Urban Brewery            Portland
## 1820                 Fort George Brewery             Astoria
## 1821             Caldera Brewing Company             Ashland
## 1822        MacTarnahans Brewing Company            Portland
## 1823          Hop Valley Brewing Company         Springfield
## 1824          Hop Valley Brewing Company         Springfield
## 1825                Three Creeks Brewing             Sisters
## 1826                Three Creeks Brewing             Sisters
## 1827                 Fort George Brewery             Astoria
## 1828              Worthy Brewing Company                Bend
## 1829                 Fort George Brewery             Astoria
## 1830                 Fort George Brewery             Astoria
## 1831                 Fort George Brewery             Astoria
## 1832                    Oakshire Brewing              Eugene
## 1833             Caldera Brewing Company             Ashland
## 1834                    Oakshire Brewing              Eugene
## 1835                    Oakshire Brewing              Eugene
## 1836                Three Creeks Brewing             Sisters
## 1837              Hopworks Urban Brewery            Portland
## 1838                      Natian Brewery            Portland
## 1839                      Natian Brewery            Portland
## 1840          Hop Valley Brewing Company         Springfield
## 1841                      Natian Brewery            Portland
## 1842              Hopworks Urban Brewery            Portland
## 1843          Hop Valley Brewing Company         Springfield
## 1844        MacTarnahans Brewing Company            Portland
## 1845           Coalition Brewing Company            Portland
## 1846     Widmer Brothers Brewing Company            Portland
## 1847                          Rogue Ales             Newport
## 1848                      Natian Brewery            Portland
## 1849          Hop Valley Brewing Company         Springfield
## 1850          Hop Valley Brewing Company         Springfield
## 1851                    Oakshire Brewing              Eugene
## 1852                Goodlife Brewing Co.                Bend
## 1853              Hopworks Urban Brewery            Portland
## 1854              Hopworks Urban Brewery            Portland
## 1855             Caldera Brewing Company             Ashland
## 1856          Hop Valley Brewing Company         Springfield
## 1857              Hopworks Urban Brewery            Portland
## 1858           Coalition Brewing Company            Portland
## 1859                   Deschutes Brewery                Bend
## 1860             Caldera Brewing Company             Ashland
## 1861              Hopworks Urban Brewery            Portland
## 1862          Rivertowne Brewing Company              Export
## 1863            Manayunk Brewing Company        Philadelphia
## 1864       North Country Brewing Company       Slippery Rock
## 1865                  Round Guys Brewing            Lansdale
## 1866            Manayunk Brewing Company        Philadelphia
## 1867           Old Forge Brewing Company            Danville
## 1868                      Voodoo Brewery           Meadville
## 1869          Rivertowne Brewing Company              Export
## 1870                      Voodoo Brewery           Meadville
## 1871                  Round Guys Brewing            Lansdale
## 1872          Rivertowne Brewing Company              Export
## 1873                      Voodoo Brewery           Meadville
## 1874            Manayunk Brewing Company        Philadelphia
## 1875                      Straub Brewery           St Mary's
## 1876          Rivertowne Brewing Company              Export
## 1877                      Straub Brewery           St Mary's
## 1878                 Liquid Hero Brewery                York
## 1879                  Round Guys Brewing            Lansdale
## 1880            Manayunk Brewing Company        Philadelphia
## 1881              Tröegs Brewing Company             Hershey
## 1882           Old Forge Brewing Company            Danville
## 1883          Rivertowne Brewing Company              Export
## 1884          Rivertowne Brewing Company              Export
## 1885             Sly Fox Brewing Company           Pottstown
## 1886              Boxcar Brewing Company        West Chester
## 1887            Manayunk Brewing Company        Philadelphia
## 1888          Rivertowne Brewing Company              Export
## 1889          Rivertowne Brewing Company              Export
## 1890                 Liquid Hero Brewery                York
## 1891                      Straub Brewery           St Mary's
## 1892                  Round Guys Brewing            Lansdale
## 1893              Tröegs Brewing Company             Hershey
## 1894       North Country Brewing Company       Slippery Rock
## 1895           Old Forge Brewing Company            Danville
## 1896       North Country Brewing Company       Slippery Rock
## 1897                    The Lion Brewery        Wilkes-Barre
## 1898           Old Forge Brewing Company            Danville
## 1899             Sly Fox Brewing Company           Pottstown
## 1900                      Voodoo Brewery           Meadville
## 1901                      Voodoo Brewery           Meadville
## 1902          Rivertowne Brewing Company              Export
## 1903             Sly Fox Brewing Company           Pottstown
## 1904       North Country Brewing Company       Slippery Rock
## 1905                      Straub Brewery           St Mary's
## 1906              Tröegs Brewing Company             Hershey
## 1907                  Round Guys Brewing            Lansdale
## 1908                 Liquid Hero Brewery                York
## 1909           Lancaster Brewing Company           Lancaster
## 1910          Rivertowne Brewing Company              Export
## 1911            Manayunk Brewing Company        Philadelphia
## 1912             Sly Fox Brewing Company           Pottstown
## 1913             Sly Fox Brewing Company           Pottstown
## 1914            Hop Farm Brewing Company          Pittsburgh
## 1915            Hop Farm Brewing Company          Pittsburgh
## 1916        Spring House Brewing Company           Conestoga
## 1917             Sly Fox Brewing Company           Pottstown
## 1918 Jack's Hard Cider (Hauser Estate...         Biglerville
## 1919                  Round Guys Brewing            Lansdale
## 1920             Sly Fox Brewing Company        Phoenixville
## 1921              Lavery Brewing Company                Erie
## 1922             Sly Fox Brewing Company           Pottstown
## 1923                           Mikkeller           Pottstown
## 1924             Sly Fox Brewing Company           Pottstown
## 1925              Boxcar Brewing Company        West Chester
## 1926          Rivertowne Brewing Company              Export
## 1927           Old Forge Brewing Company            Danville
## 1928             Sly Fox Brewing Company           Pottstown
## 1929           Lancaster Brewing Company           Lancaster
## 1930                  Round Guys Brewing            Lansdale
## 1931          Rivertowne Brewing Company              Export
## 1932             Sly Fox Brewing Company           Pottstown
## 1933                      Voodoo Brewery           Meadville
## 1934               Vault Brewing Company             Yardley
## 1935          Rivertowne Brewing Company              Export
## 1936              Boxcar Brewing Company        West Chester
## 1937              Tröegs Brewing Company             Hershey
## 1938             Sly Fox Brewing Company           Pottstown
## 1939           Flat Rock Brewing Company            Smithton
## 1940            Hop Farm Brewing Company          Pittsburgh
## 1941            Manayunk Brewing Company        Philadelphia
## 1942            Manayunk Brewing Company        Philadelphia
## 1943     Neshaminy Creek Brewing Company             Croydon
## 1944            Manayunk Brewing Company        Philadelphia
## 1945 Jack's Hard Cider (Hauser Estate...         Biglerville
## 1946           Old Forge Brewing Company            Danville
## 1947           Old Forge Brewing Company            Danville
## 1948                 Liquid Hero Brewery                York
## 1949           Old Forge Brewing Company            Danville
## 1950           Fort Pitt Brewing Company             Latrobe
## 1951              Lavery Brewing Company                Erie
## 1952                           Mikkeller           Pottstown
## 1953           Old Forge Brewing Company            Danville
## 1954          Rivertowne Brewing Company              Export
## 1955          Rivertowne Brewing Company              Export
## 1956              Tröegs Brewing Company             Hershey
## 1957     Neshaminy Creek Brewing Company             Croydon
## 1958           Old Forge Brewing Company            Danville
## 1959             Sly Fox Brewing Company           Pottstown
## 1960        Swashbuckler Brewing Company             Manheim
## 1961                 Dock Street Brewery        Philadelphia
## 1962        Narragansett Brewing Company          Providence
## 1963   Grey Sail Brewing of Rhode Island            Westerly
## 1964           Foolproof Brewing Company           Pawtucket
## 1965           Foolproof Brewing Company           Pawtucket
## 1966           Grey Sail Brewing Company            Westerly
## 1967     Coastal Extreme Brewing Company             Newport
## 1968   Grey Sail Brewing of Rhode Island            Westerly
## 1969     Coastal Extreme Brewing Company             Newport
## 1970   Grey Sail Brewing of Rhode Island            Westerly
## 1971        Narragansett Brewing Company          Providence
## 1972   Grey Sail Brewing of Rhode Island            Westerly
## 1973        Narragansett Brewing Company          Providence
## 1974        Narragansett Brewing Company          Providence
## 1975        Narragansett Brewing Company          Providence
## 1976     Coastal Extreme Brewing Company             Newport
## 1977        Narragansett Brewing Company          Providence
## 1978        Narragansett Brewing Company          Providence
## 1979     Coastal Extreme Brewing Company             Newport
## 1980           Foolproof Brewing Company           Pawtucket
## 1981   Grey Sail Brewing of Rhode Island            Westerly
## 1982   Grey Sail Brewing of Rhode Island            Westerly
## 1983        Narragansett Brewing Company          Providence
## 1984           Grey Sail Brewing Company            Westerly
## 1985        Narragansett Brewing Company          Providence
## 1986        Narragansett Brewing Company          Providence
## 1987           Foolproof Brewing Company           Pawtucket
## 1988   Grey Sail Brewing of Rhode Island            Westerly
## 1989               COAST Brewing Company          Charleston
## 1990               COAST Brewing Company          Charleston
## 1991           Westbrook Brewing Company        Mt. Pleasant
## 1992               COAST Brewing Company          Charleston
## 1993           Westbrook Brewing Company        Mt. Pleasant
## 1994           Westbrook Brewing Company        Mt. Pleasant
## 1995           New South Brewing Company        Myrtle Beach
## 1996               COAST Brewing Company          Charleston
## 1997           Westbrook Brewing Company        Mt. Pleasant
## 1998               COAST Brewing Company          Charleston
## 1999               Quest Brewing Company          Greenville
## 2000           New South Brewing Company        Myrtle Beach
## 2001               COAST Brewing Company          Charleston
## 2002               Quest Brewing Company          Greenville
## 2003           Crow Peak Brewing Company           Spearfish
## 2004           Crow Peak Brewing Company           Spearfish
## 2005           Crow Peak Brewing Company           Spearfish
## 2006           Crow Peak Brewing Company           Spearfish
## 2007           Crow Peak Brewing Company           Spearfish
## 2008           Crow Peak Brewing Company           Spearfish
## 2009           Crow Peak Brewing Company           Spearfish
## 2010           Big River Brewing Company         Chattanooga
## 2011           Jackalope Brewing Company           Nashville
## 2012            Wiseacre Brewing Company             Memphis
## 2013            Wiseacre Brewing Company             Memphis
## 2014            Wiseacre Brewing Company             Memphis
## 2015           Big River Brewing Company         Chattanooga
## 2016                 Armadillo Ale Works              Denton
## 2017                 Cedar Creek Brewery        Seven Points
## 2018             Karbach Brewing Company             Houston
## 2019           Twisted X Brewing Company    Dripping Springs
## 2020                  Texian Brewing Co.            Richmond
## 2021                 Cedar Creek Brewery        Seven Points
## 2022          Pedernales Brewing Company      Fredericksburg
## 2023             Karbach Brewing Company             Houston
## 2024          Deep Ellum Brewing Company              Dallas
## 2025             Karbach Brewing Company             Houston
## 2026             Karbach Brewing Company             Houston
## 2027            Freetail Brewing Company         San Antonio
## 2028          Deep Ellum Brewing Company              Dallas
## 2029 Uncle Billy's Brewery and Smokeh...              Austin
## 2030            Big Bend Brewing Company              Alpine
## 2031             Karbach Brewing Company             Houston
## 2032        Four Corners Brewing Company              Dallas
## 2033          Pedernales Brewing Company      Fredericksburg
## 2034             Grapevine Craft Brewery      Farmers Branch
## 2035                  Texian Brewing Co.            Richmond
## 2036       Southern Star Brewing Company              Conroe
## 2037                    Austin Beerworks              Austin
## 2038            Big Bend Brewing Company              Alpine
## 2039                 Armadillo Ale Works              Denton
## 2040              Pete's Brewing Company         San Antonio
## 2041            Big Bend Brewing Company              Alpine
## 2042             Grapevine Craft Brewery      Farmers Branch
## 2043            Real Ale Brewing Company              Blanco
## 2044          Branchline Brewing Company         San Antonio
## 2045              Pete's Brewing Company         San Antonio
## 2046             Karbach Brewing Company             Houston
## 2047             Grapevine Craft Brewery      Farmers Branch
## 2048                South Austin Brewery        South Austin
## 2049             Karbach Brewing Company             Houston
## 2050          Deep Ellum Brewing Company              Dallas
## 2051                 Cedar Creek Brewery        Seven Points
## 2052        New Republic Brewing Company     College Station
## 2053       Buffalo Bayou Brewing Company             Houston
## 2054              Pete's Brewing Company         San Antonio
## 2055              Pete's Brewing Company         San Antonio
## 2056             Karbach Brewing Company             Houston
## 2057           Twisted X Brewing Company    Dripping Springs
## 2058 Uncle Billy's Brewery and Smokeh...              Austin
## 2059             Karbach Brewing Company             Houston
## 2060       Buffalo Bayou Brewing Company             Houston
## 2061         Oasis Texas Brewing Company              Austin
## 2062                South Austin Brewery        South Austin
## 2063            Real Ale Brewing Company              Blanco
## 2064                  Texian Brewing Co.            Richmond
## 2065        Martin House Brewing Company          Fort Worth
## 2066            Big Bend Brewing Company              Alpine
## 2067                Hops & Grain Brewery              Austin
## 2068             Karbach Brewing Company             Houston
## 2069          Deep Ellum Brewing Company              Dallas
## 2070                  Texian Brewing Co.            Richmond
## 2071        Four Corners Brewing Company              Dallas
## 2072                    Blue Owl Brewing              Austin
## 2073          Deep Ellum Brewing Company              Dallas
## 2074        Martin House Brewing Company          Fort Worth
## 2075         Oasis Texas Brewing Company              Austin
## 2076       Southern Star Brewing Company              Conroe
## 2077              Pete's Brewing Company         San Antonio
## 2078            Freetail Brewing Company         San Antonio
## 2079        Four Corners Brewing Company              Dallas
## 2080                    Austin Beerworks              Austin
## 2081            Real Ale Brewing Company              Blanco
## 2082       Southern Star Brewing Company              Conroe
## 2083         Oasis Texas Brewing Company              Austin
## 2084                    Blue Owl Brewing              Austin
## 2085       Southern Star Brewing Company              Conroe
## 2086         Oasis Texas Brewing Company              Austin
## 2087                 Cedar Creek Brewery        Seven Points
## 2088                 Cedar Creek Brewery        Seven Points
## 2089       Buffalo Bayou Brewing Company             Houston
## 2090            Freetail Brewing Company         San Antonio
## 2091            Big Bend Brewing Company              Alpine
## 2092       Southern Star Brewing Company              Conroe
## 2093            Freetail Brewing Company         San Antonio
## 2094           Twisted X Brewing Company    Dripping Springs
## 2095                 Cedar Creek Brewery        Seven Points
## 2096          Deep Ellum Brewing Company              Dallas
## 2097                    Blue Owl Brewing              Austin
## 2098          Deep Ellum Brewing Company              Dallas
## 2099        Martin House Brewing Company          Fort Worth
## 2100              Pete's Brewing Company         San Antonio
## 2101            Real Ale Brewing Company              Blanco
## 2102            Freetail Brewing Company         San Antonio
## 2103        Martin House Brewing Company          Fort Worth
## 2104            Freetail Brewing Company         San Antonio
## 2105            Freetail Brewing Company         San Antonio
## 2106              Pete's Brewing Company         San Antonio
## 2107                    Austin Beerworks              Austin
## 2108            Real Ale Brewing Company              Blanco
## 2109                South Austin Brewery        South Austin
## 2110        Martin House Brewing Company          Fort Worth
## 2111                    Blue Owl Brewing              Austin
## 2112                South Austin Brewery        South Austin
## 2113        Martin House Brewing Company          Fort Worth
## 2114        Martin House Brewing Company          Fort Worth
## 2115       Southern Star Brewing Company              Conroe
## 2116       Southern Star Brewing Company              Conroe
## 2117                Hops & Grain Brewery              Austin
## 2118        Martin House Brewing Company          Fort Worth
## 2119            Freetail Brewing Company         San Antonio
## 2120            Real Ale Brewing Company              Blanco
## 2121                    Austin Beerworks              Austin
## 2122       Southern Star Brewing Company              Conroe
## 2123       Southern Star Brewing Company              Conroe
## 2124          Deep Ellum Brewing Company              Dallas
## 2125       Southern Star Brewing Company              Conroe
## 2126                    Austin Beerworks              Austin
## 2127            Real Ale Brewing Company              Blanco
## 2128            Real Ale Brewing Company              Blanco
## 2129                Hops & Grain Brewery              Austin
## 2130         Rahr & Sons Brewing Company          Fort Worth
## 2131       Hops & Grains Brewing Company              Austin
## 2132          Deep Ellum Brewing Company              Dallas
## 2133         Rahr & Sons Brewing Company          Fort Worth
## 2134        Independence Brewing Company              Austin
## 2135            Infamous Brewing Company              Austin
## 2136                Hops & Grain Brewery              Austin
## 2137        New Republic Brewing Company     College Station
## 2138        New Republic Brewing Company     College Station
## 2139       Southern Star Brewing Company              Conroe
## 2140        Independence Brewing Company              Austin
## 2141       Southern Star Brewing Company              Conroe
## 2142       Southern Star Brewing Company              Conroe
## 2143            Infamous Brewing Company              Austin
## 2144        Independence Brewing Company              Austin
## 2145       Southern Star Brewing Company              Conroe
## 2146            Utah Brewers Cooperative      Salt Lake City
## 2147            Utah Brewers Cooperative      Salt Lake City
## 2148            Utah Brewers Cooperative      Salt Lake City
## 2149               Uinta Brewing Company      Salt Lake City
## 2150                        Moab Brewery                Moab
## 2151               Uinta Brewing Company      Salt Lake City
## 2152            Utah Brewers Cooperative      Salt Lake City
## 2153                    Bohemian Brewery             Midvale
## 2154               Uinta Brewing Company      Salt Lake City
## 2155                        Moab Brewery                Moab
## 2156            Utah Brewers Cooperative      Salt Lake City
## 2157                    Bohemian Brewery             Midvale
## 2158               Uinta Brewing Company      Salt Lake City
## 2159               Uinta Brewing Company      Salt Lake City
## 2160               Uinta Brewing Company      Salt Lake City
## 2161            Utah Brewers Cooperative      Salt Lake City
## 2162            Utah Brewers Cooperative      Salt Lake City
## 2163                        Moab Brewery                Moab
## 2164                    Bohemian Brewery             Midvale
## 2165                    Bohemian Brewery             Midvale
## 2166               Uinta Brewing Company      Salt Lake City
## 2167            Utah Brewers Cooperative      Salt Lake City
## 2168               Uinta Brewing Company      Salt Lake City
## 2169                        Moab Brewery                Moab
## 2170                    Bohemian Brewery             Midvale
## 2171               Uinta Brewing Company      Salt Lake City
## 2172          Smartmouth Brewing Company             Norfolk
## 2173       Three Notch'd Brewing Company     Charlottesville
## 2174           Wild Wolf Brewing Company          Nellysford
## 2175 Center of the Universe Brewing C...             Ashland
## 2176          Smartmouth Brewing Company             Norfolk
## 2177            Champion Brewing Company     Charlottesville
## 2178    Devil's Backbone Brewing Company           Lexington
## 2179       Three Notch'd Brewing Company     Charlottesville
## 2180            Champion Brewing Company     Charlottesville
## 2181 Center of the Universe Brewing C...             Ashland
## 2182           Wild Wolf Brewing Company          Nellysford
## 2183            Champion Brewing Company     Charlottesville
## 2184           Wild Wolf Brewing Company          Nellysford
## 2185               Blue Mountain Brewery               Afton
## 2186    Devil's Backbone Brewing Company           Lexington
## 2187               Blue Mountain Brewery               Afton
## 2188        Hardywood Park Craft Brewery            Richmond
## 2189            Champion Brewing Company     Charlottesville
## 2190          Lost Rhino Brewing Company             Ashburn
## 2191               Blue Mountain Brewery               Afton
## 2192               Beach Brewing Company      Virginia Beach
## 2193                  Starr Hill Brewery              Crozet
## 2194          Lost Rhino Brewing Company             Ashburn
## 2195         Sunken City Brewing Company               Hardy
## 2196          Smartmouth Brewing Company             Norfolk
## 2197                  Starr Hill Brewery              Crozet
## 2198               Blue Mountain Brewery               Afton
## 2199                  Starr Hill Brewery              Crozet
## 2200 Center of the Universe Brewing C...             Ashland
## 2201                Flying Mouse Brewery          Troutville
## 2202                  Starr Hill Brewery              Crozet
## 2203        Hardywood Park Craft Brewery            Richmond
## 2204        Hardywood Park Craft Brewery            Richmond
## 2205          Wolf Hills Brewing Company            Abingdon
## 2206                Flying Mouse Brewery          Troutville
## 2207           Wild Wolf Brewing Company          Nellysford
## 2208         Sunken City Brewing Company               Hardy
## 2209               Blue Mountain Brewery           Arrington
## 2210 Center of the Universe Brewing C...             Ashland
## 2211           Roanoke Railhouse Brewery             Roanoke
## 2212                 Lost Nation Brewing      East Fairfield
## 2213          Fiddlehead Brewing Company           Shelburne
## 2214                 Lost Nation Brewing      East Fairfield
## 2215           The Traveler Beer Company          Burlington
## 2216          Fiddlehead Brewing Company           Shelburne
## 2217          Long Trail Brewing Company Bridgewater Corners
## 2218          Fiddlehead Brewing Company           Shelburne
## 2219               The Just Beer Project          Burlington
## 2220           Magic Hat Brewing Company    South Burlington
## 2221          Fiddlehead Brewing Company           Shelburne
## 2222          Long Trail Brewing Company Bridgewater Corners
## 2223                       The Alchemist           Waterbury
## 2224          Long Trail Brewing Company Bridgewater Corners
## 2225                       The Alchemist           Waterbury
## 2226                 Lost Nation Brewing      East Fairfield
## 2227          Long Trail Brewing Company Bridgewater Corners
## 2228                       The Alchemist           Waterbury
## 2229                 Otter Creek Brewing          Middlebury
## 2230                 Otter Creek Brewing           Waterbury
## 2231                Woodchuck Hard Cider          Middlebury
## 2232                       The Alchemist           Waterbury
## 2233                       The Alchemist           Waterbury
## 2234                       The Alchemist           Waterbury
## 2235          Long Trail Brewing Company Bridgewater Corners
## 2236           Magic Hat Brewing Company    South Burlington
## 2237           Magic Hat Brewing Company    South Burlington
## 2238                 Lost Nation Brewing      East Fairfield
## 2239                         Hale's Ales             Seattle
## 2240             Orlison Brewing Company      Airway Heights
## 2241           Two Beers Brewing Company             Seattle
## 2242             Fremont Brewing Company             Seattle
## 2243                      Engine House 9              Tacoma
## 2244                         Hale's Ales             Seattle
## 2245             Amnesia Brewing Company           Washougal
## 2246             Orlison Brewing Company      Airway Heights
## 2247               Aslan Brewing Company          Bellingham
## 2248                     Wingman Brewers              Tacoma
## 2249                 Everybody's Brewing        White Salmon
## 2250             Fremont Brewing Company             Seattle
## 2251           Two Beers Brewing Company             Seattle
## 2252           Emerald City Beer Company             Seattle
## 2253             Amnesia Brewing Company           Washougal
## 2254             Orlison Brewing Company      Airway Heights
## 2255        Bale Breaker Brewing Company              Yakima
## 2256                     Wingman Brewers              Tacoma
## 2257             Fremont Brewing Company             Seattle
## 2258                     Hilliard's Beer             Seattle
## 2259               Aslan Brewing Company          Bellingham
## 2260                   Pyramid Breweries             Seattle
## 2261                     Redhook Brewery         Woodinville
## 2262               Aslan Brewing Company          Bellingham
## 2263              7 Seas Brewing Company          Gig Harbor
## 2264             Fremont Brewing Company             Seattle
## 2265                 Schilling & Company             Seattle
## 2266             Orlison Brewing Company      Airway Heights
## 2267           Two Beers Brewing Company             Seattle
## 2268               Seattle Cider Company             Seattle
## 2269           Two Beers Brewing Company             Seattle
## 2270             Fremont Brewing Company             Seattle
## 2271                 Everybody's Brewing        White Salmon
## 2272           Two Beers Brewing Company             Seattle
## 2273                     Hilliard's Beer             Seattle
## 2274           Two Beers Brewing Company             Seattle
## 2275                     Hilliard's Beer             Seattle
## 2276             Fremont Brewing Company             Seattle
## 2277              7 Seas Brewing Company          Gig Harbor
## 2278                     Redhook Brewery         Woodinville
## 2279              7 Seas Brewing Company          Gig Harbor
## 2280                     Redhook Brewery         Woodinville
## 2281               Seattle Cider Company             Seattle
## 2282             Fremont Brewing Company             Seattle
## 2283           Northwest Brewing Company             Pacific
## 2284        Bale Breaker Brewing Company              Yakima
## 2285             Airways Brewing Company                Kent
## 2286           Two Beers Brewing Company             Seattle
## 2287           Two Beers Brewing Company             Seattle
## 2288             Airways Brewing Company                Kent
## 2289           Two Beers Brewing Company             Seattle
## 2290                 Schilling & Company             Seattle
## 2291             Orlison Brewing Company      Airway Heights
## 2292             Amnesia Brewing Company           Washougal
## 2293           Two Beers Brewing Company             Seattle
## 2294                   Pyramid Breweries             Seattle
## 2295              7 Seas Brewing Company          Gig Harbor
## 2296             Airways Brewing Company                Kent
## 2297               Churchkey Can Company             Seattle
## 2298                     Kulshan Brewery          Bellingham
## 2299                     Hilliard's Beer             Seattle
## 2300           Two Beers Brewing Company             Seattle
## 2301                 Schilling & Company             Seattle
## 2302           Two Beers Brewing Company             Seattle
## 2303                     Hilliard's Beer             Seattle
## 2304              Dick's Brewing Company           Centralia
## 2305           Northwest Brewing Company             Pacific
## 2306        Dirty Bucket Brewing Company         Woodinville
## 2307                     Capital Brewery           Middleton
## 2308           Wisconsin Brewing Company              Verona
## 2309                Minhas Craft Brewery              Monroe
## 2310                     Capital Brewery           Middleton
## 2311           Wisconsin Brewing Company              Verona
## 2312               Stevens Point Brewery       Stevens Point
## 2313                Minhas Craft Brewery              Monroe
## 2314                     Capital Brewery           Middleton
## 2315              Stillmank Beer Company           Green Bay
## 2316                Minhas Craft Brewery              Monroe
## 2317               Stevens Point Brewery       Stevens Point
## 2318                 Horny Goat Brew Pub           Milwaukee
## 2319                 Horny Goat Brew Pub           Milwaukee
## 2320        Angry Minnow Brewing Company             Hayward
## 2321                           Ciderboys       Stevens Point
## 2322               Stevens Point Brewery       Stevens Point
## 2323                     Capital Brewery           Middleton
## 2324             Lucette Brewing Company           Menominie
## 2325               Stevens Point Brewery       Stevens Point
## 2326               Stevens Point Brewery       Stevens Point
## 2327           Wisconsin Brewing Company              Verona
## 2328         Geneva Lake Brewing Company         Lake Geneva
## 2329               Stevens Point Brewery       Stevens Point
## 2330                           Ciderboys       Stevens Point
## 2331          James Page Brewing Company       Stevens Point
## 2332           Milwaukee Brewing Company           Milwaukee
## 2333                     Capital Brewery           Middleton
## 2334               Stevens Point Brewery       Stevens Point
## 2335                     Capital Brewery           Middleton
## 2336           Wisconsin Brewing Company              Verona
## 2337                          Ale Asylum             Madison
## 2338                Minhas Craft Brewery              Monroe
## 2339                Minhas Craft Brewery              Monroe
## 2340                  Northwoods Brewpub          Eau Claire
## 2341        Angry Minnow Brewing Company             Hayward
## 2342                     Capital Brewery           Middleton
## 2343                     Capital Brewery           Middleton
## 2344          James Page Brewing Company       Stevens Point
## 2345             Lucette Brewing Company           Menominee
## 2346                     Capital Brewery           Middleton
## 2347                     Capital Brewery           Middleton
## 2348         Geneva Lake Brewing Company         Lake Geneva
## 2349         Geneva Lake Brewing Company         Lake Geneva
## 2350                Minhas Craft Brewery              Monroe
## 2351                Minhas Craft Brewery              Monroe
## 2352           Milwaukee Brewing Company           Milwaukee
## 2353                  Northwoods Brewpub          Eau Claire
## 2354          James Page Brewing Company       Stevens Point
## 2355               Stevens Point Brewery       Stevens Point
## 2356           Milwaukee Brewing Company           Milwaukee
## 2357                Minhas Craft Brewery              Monroe
## 2358               Stevens Point Brewery       Stevens Point
## 2359             Lucette Brewing Company           Menominie
## 2360             Lucette Brewing Company           Menominie
## 2361                Minhas Craft Brewery              Monroe
## 2362               Stevens Point Brewery       Stevens Point
## 2363                 Horny Goat Brew Pub           Milwaukee
## 2364                     Capital Brewery           Middleton
## 2365                  Hinterland Brewery           Green Bay
## 2366               Stevens Point Brewery       Stevens Point
## 2367                     Dave's Brewfarm              Wilson
## 2368            Sprecher Brewing Company            Glendale
## 2369          James Page Brewing Company       Stevens Point
## 2370               Stevens Point Brewery       Stevens Point
## 2371               Stevens Point Brewery       Stevens Point
## 2372               Stevens Point Brewery       Stevens Point
## 2373               Stevens Point Brewery       Stevens Point
## 2374                Minhas Craft Brewery              Monroe
## 2375                Minhas Craft Brewery              Monroe
## 2376               Stevens Point Brewery       Stevens Point
## 2377               Stevens Point Brewery       Stevens Point
## 2378          James Page Brewing Company       Stevens Point
## 2379           Milwaukee Brewing Company           Milwaukee
## 2380            Sprecher Brewing Company            Glendale
## 2381                        Angry Minnow             Hayward
## 2382           Milwaukee Brewing Company           Milwaukee
## 2383               Stevens Point Brewery       Stevens Point
## 2384                Minhas Craft Brewery              Monroe
## 2385                Minhas Craft Brewery              Monroe
## 2386                   Lazy Monk Brewing          Eau Claire
## 2387           Milwaukee Brewing Company           Milwaukee
## 2388               Stevens Point Brewery       Stevens Point
## 2389               Stevens Point Brewery       Stevens Point
## 2390               Stevens Point Brewery       Stevens Point
## 2391               Stevens Point Brewery       Stevens Point
## 2392          James Page Brewing Company       Stevens Point
## 2393           Milwaukee Brewing Company           Milwaukee
## 2394   Greenbrier Valley Brewing Company           Lewisburg
## 2395   Greenbrier Valley Brewing Company           Lewisburg
## 2396         Black Tooth Brewing Company            Sheridan
## 2397     The Black Tooth Brewing Company            Sheridan
## 2398     The Black Tooth Brewing Company            Sheridan
## 2399     The Black Tooth Brewing Company            Sheridan
## 2400     The Black Tooth Brewing Company            Sheridan
## 2401         Black Tooth Brewing Company            Sheridan
## 2402         Snake River Brewing Company             Jackson
## 2403          Wind River Brewing Company            Pinedale
## 2404         Snake River Brewing Company             Jackson
## 2405          Wind River Brewing Company            Pinedale
## 2406         Snake River Brewing Company             Jackson
## 2407         Snake River Brewing Company             Jackson
## 2408         Snake River Brewing Company             Jackson
## 2409         Snake River Brewing Company             Jackson
## 2410         Snake River Brewing Company             Jackson
##                     State
## 1                  Alaska
## 2                  Alaska
## 3                  Alaska
## 4                  Alaska
## 5                  Alaska
## 6                  Alaska
## 7                  Alaska
## 8                  Alaska
## 9                  Alaska
## 10                 Alaska
## 11                 Alaska
## 12                 Alaska
## 13                 Alaska
## 14                 Alaska
## 15                 Alaska
## 16                 Alaska
## 17                 Alaska
## 18                 Alaska
## 19                 Alaska
## 20                 Alaska
## 21                 Alaska
## 22                 Alaska
## 23                 Alaska
## 24                 Alaska
## 25                 Alaska
## 26                Alabama
## 27                Alabama
## 28                Alabama
## 29                Alabama
## 30                Alabama
## 31                Alabama
## 32                Alabama
## 33                Alabama
## 34                Alabama
## 35                Alabama
## 36               Arkansas
## 37               Arkansas
## 38               Arkansas
## 39               Arkansas
## 40               Arkansas
## 41                Arizona
## 42                Arizona
## 43                Arizona
## 44                Arizona
## 45                Arizona
## 46                Arizona
## 47                Arizona
## 48                Arizona
## 49                Arizona
## 50                Arizona
## 51                Arizona
## 52                Arizona
## 53                Arizona
## 54                Arizona
## 55                Arizona
## 56                Arizona
## 57                Arizona
## 58                Arizona
## 59                Arizona
## 60                Arizona
## 61                Arizona
## 62                Arizona
## 63                Arizona
## 64                Arizona
## 65                Arizona
## 66                Arizona
## 67                Arizona
## 68                Arizona
## 69                Arizona
## 70                Arizona
## 71                Arizona
## 72                Arizona
## 73                Arizona
## 74                Arizona
## 75                Arizona
## 76                Arizona
## 77                Arizona
## 78                Arizona
## 79                Arizona
## 80                Arizona
## 81                Arizona
## 82                Arizona
## 83                Arizona
## 84                Arizona
## 85                Arizona
## 86                Arizona
## 87                Arizona
## 88             California
## 89             California
## 90             California
## 91             California
## 92             California
## 93             California
## 94             California
## 95             California
## 96             California
## 97             California
## 98             California
## 99             California
## 100            California
## 101            California
## 102            California
## 103            California
## 104            California
## 105            California
## 106            California
## 107            California
## 108            California
## 109            California
## 110            California
## 111            California
## 112            California
## 113            California
## 114            California
## 115            California
## 116            California
## 117            California
## 118            California
## 119            California
## 120            California
## 121            California
## 122            California
## 123            California
## 124            California
## 125            California
## 126            California
## 127            California
## 128            California
## 129            California
## 130            California
## 131            California
## 132            California
## 133            California
## 134            California
## 135            California
## 136            California
## 137            California
## 138            California
## 139            California
## 140            California
## 141            California
## 142            California
## 143            California
## 144            California
## 145            California
## 146            California
## 147            California
## 148            California
## 149            California
## 150            California
## 151            California
## 152            California
## 153            California
## 154            California
## 155            California
## 156            California
## 157            California
## 158            California
## 159            California
## 160            California
## 161            California
## 162            California
## 163            California
## 164            California
## 165            California
## 166            California
## 167            California
## 168            California
## 169            California
## 170            California
## 171            California
## 172            California
## 173            California
## 174            California
## 175            California
## 176            California
## 177            California
## 178            California
## 179            California
## 180            California
## 181            California
## 182            California
## 183            California
## 184            California
## 185            California
## 186            California
## 187            California
## 188            California
## 189            California
## 190            California
## 191            California
## 192            California
## 193            California
## 194            California
## 195            California
## 196            California
## 197            California
## 198            California
## 199            California
## 200            California
## 201            California
## 202            California
## 203            California
## 204            California
## 205            California
## 206            California
## 207            California
## 208            California
## 209            California
## 210            California
## 211            California
## 212            California
## 213            California
## 214            California
## 215            California
## 216            California
## 217            California
## 218            California
## 219            California
## 220            California
## 221            California
## 222            California
## 223            California
## 224            California
## 225            California
## 226            California
## 227            California
## 228            California
## 229            California
## 230            California
## 231            California
## 232            California
## 233            California
## 234            California
## 235            California
## 236            California
## 237            California
## 238            California
## 239            California
## 240            California
## 241            California
## 242            California
## 243            California
## 244            California
## 245            California
## 246            California
## 247            California
## 248            California
## 249            California
## 250            California
## 251            California
## 252            California
## 253            California
## 254            California
## 255            California
## 256            California
## 257            California
## 258            California
## 259            California
## 260            California
## 261            California
## 262            California
## 263            California
## 264            California
## 265            California
## 266            California
## 267            California
## 268            California
## 269            California
## 270            California
## 271              Colorado
## 272              Colorado
## 273              Colorado
## 274              Colorado
## 275              Colorado
## 276              Colorado
## 277              Colorado
## 278              Colorado
## 279              Colorado
## 280              Colorado
## 281              Colorado
## 282              Colorado
## 283              Colorado
## 284              Colorado
## 285              Colorado
## 286              Colorado
## 287              Colorado
## 288              Colorado
## 289              Colorado
## 290              Colorado
## 291              Colorado
## 292              Colorado
## 293              Colorado
## 294              Colorado
## 295              Colorado
## 296              Colorado
## 297              Colorado
## 298              Colorado
## 299              Colorado
## 300              Colorado
## 301              Colorado
## 302              Colorado
## 303              Colorado
## 304              Colorado
## 305              Colorado
## 306              Colorado
## 307              Colorado
## 308              Colorado
## 309              Colorado
## 310              Colorado
## 311              Colorado
## 312              Colorado
## 313              Colorado
## 314              Colorado
## 315              Colorado
## 316              Colorado
## 317              Colorado
## 318              Colorado
## 319              Colorado
## 320              Colorado
## 321              Colorado
## 322              Colorado
## 323              Colorado
## 324              Colorado
## 325              Colorado
## 326              Colorado
## 327              Colorado
## 328              Colorado
## 329              Colorado
## 330              Colorado
## 331              Colorado
## 332              Colorado
## 333              Colorado
## 334              Colorado
## 335              Colorado
## 336              Colorado
## 337              Colorado
## 338              Colorado
## 339              Colorado
## 340              Colorado
## 341              Colorado
## 342              Colorado
## 343              Colorado
## 344              Colorado
## 345              Colorado
## 346              Colorado
## 347              Colorado
## 348              Colorado
## 349              Colorado
## 350              Colorado
## 351              Colorado
## 352              Colorado
## 353              Colorado
## 354              Colorado
## 355              Colorado
## 356              Colorado
## 357              Colorado
## 358              Colorado
## 359              Colorado
## 360              Colorado
## 361              Colorado
## 362              Colorado
## 363              Colorado
## 364              Colorado
## 365              Colorado
## 366              Colorado
## 367              Colorado
## 368              Colorado
## 369              Colorado
## 370              Colorado
## 371              Colorado
## 372              Colorado
## 373              Colorado
## 374              Colorado
## 375              Colorado
## 376              Colorado
## 377              Colorado
## 378              Colorado
## 379              Colorado
## 380              Colorado
## 381              Colorado
## 382              Colorado
## 383              Colorado
## 384              Colorado
## 385              Colorado
## 386              Colorado
## 387              Colorado
## 388              Colorado
## 389              Colorado
## 390              Colorado
## 391              Colorado
## 392              Colorado
## 393              Colorado
## 394              Colorado
## 395              Colorado
## 396              Colorado
## 397              Colorado
## 398              Colorado
## 399              Colorado
## 400              Colorado
## 401              Colorado
## 402              Colorado
## 403              Colorado
## 404              Colorado
## 405              Colorado
## 406              Colorado
## 407              Colorado
## 408              Colorado
## 409              Colorado
## 410              Colorado
## 411              Colorado
## 412              Colorado
## 413              Colorado
## 414              Colorado
## 415              Colorado
## 416              Colorado
## 417              Colorado
## 418              Colorado
## 419              Colorado
## 420              Colorado
## 421              Colorado
## 422              Colorado
## 423              Colorado
## 424              Colorado
## 425              Colorado
## 426              Colorado
## 427              Colorado
## 428              Colorado
## 429              Colorado
## 430              Colorado
## 431              Colorado
## 432              Colorado
## 433              Colorado
## 434              Colorado
## 435              Colorado
## 436              Colorado
## 437              Colorado
## 438              Colorado
## 439              Colorado
## 440              Colorado
## 441              Colorado
## 442              Colorado
## 443              Colorado
## 444              Colorado
## 445              Colorado
## 446              Colorado
## 447              Colorado
## 448              Colorado
## 449              Colorado
## 450              Colorado
## 451              Colorado
## 452              Colorado
## 453              Colorado
## 454              Colorado
## 455              Colorado
## 456              Colorado
## 457              Colorado
## 458              Colorado
## 459              Colorado
## 460              Colorado
## 461              Colorado
## 462              Colorado
## 463              Colorado
## 464              Colorado
## 465              Colorado
## 466              Colorado
## 467              Colorado
## 468              Colorado
## 469              Colorado
## 470              Colorado
## 471              Colorado
## 472              Colorado
## 473              Colorado
## 474              Colorado
## 475              Colorado
## 476              Colorado
## 477              Colorado
## 478              Colorado
## 479              Colorado
## 480              Colorado
## 481              Colorado
## 482              Colorado
## 483              Colorado
## 484              Colorado
## 485              Colorado
## 486              Colorado
## 487              Colorado
## 488              Colorado
## 489              Colorado
## 490              Colorado
## 491              Colorado
## 492              Colorado
## 493              Colorado
## 494              Colorado
## 495              Colorado
## 496              Colorado
## 497              Colorado
## 498              Colorado
## 499              Colorado
## 500              Colorado
## 501              Colorado
## 502              Colorado
## 503              Colorado
## 504              Colorado
## 505              Colorado
## 506              Colorado
## 507              Colorado
## 508              Colorado
## 509              Colorado
## 510              Colorado
## 511              Colorado
## 512              Colorado
## 513              Colorado
## 514              Colorado
## 515              Colorado
## 516              Colorado
## 517              Colorado
## 518              Colorado
## 519              Colorado
## 520              Colorado
## 521              Colorado
## 522              Colorado
## 523              Colorado
## 524              Colorado
## 525              Colorado
## 526              Colorado
## 527              Colorado
## 528              Colorado
## 529              Colorado
## 530              Colorado
## 531              Colorado
## 532              Colorado
## 533              Colorado
## 534              Colorado
## 535              Colorado
## 536           Connecticut
## 537           Connecticut
## 538           Connecticut
## 539           Connecticut
## 540           Connecticut
## 541           Connecticut
## 542           Connecticut
## 543           Connecticut
## 544           Connecticut
## 545           Connecticut
## 546           Connecticut
## 547           Connecticut
## 548           Connecticut
## 549           Connecticut
## 550           Connecticut
## 551           Connecticut
## 552           Connecticut
## 553           Connecticut
## 554           Connecticut
## 555           Connecticut
## 556           Connecticut
## 557           Connecticut
## 558           Connecticut
## 559           Connecticut
## 560           Connecticut
## 561           Connecticut
## 562           Connecticut
## 563  District of Columbia
## 564  District of Columbia
## 565  District of Columbia
## 566  District of Columbia
## 567  District of Columbia
## 568  District of Columbia
## 569  District of Columbia
## 570  District of Columbia
## 571              Delaware
## 572              Delaware
## 573               Florida
## 574               Florida
## 575               Florida
## 576               Florida
## 577               Florida
## 578               Florida
## 579               Florida
## 580               Florida
## 581               Florida
## 582               Florida
## 583               Florida
## 584               Florida
## 585               Florida
## 586               Florida
## 587               Florida
## 588               Florida
## 589               Florida
## 590               Florida
## 591               Florida
## 592               Florida
## 593               Florida
## 594               Florida
## 595               Florida
## 596               Florida
## 597               Florida
## 598               Florida
## 599               Florida
## 600               Florida
## 601               Florida
## 602               Florida
## 603               Florida
## 604               Florida
## 605               Florida
## 606               Florida
## 607               Florida
## 608               Florida
## 609               Florida
## 610               Florida
## 611               Florida
## 612               Florida
## 613               Florida
## 614               Florida
## 615               Florida
## 616               Florida
## 617               Florida
## 618               Florida
## 619               Florida
## 620               Florida
## 621               Florida
## 622               Florida
## 623               Florida
## 624               Florida
## 625               Florida
## 626               Florida
## 627               Florida
## 628               Florida
## 629               Florida
## 630               Florida
## 631               Georgia
## 632               Georgia
## 633               Georgia
## 634               Georgia
## 635               Georgia
## 636               Georgia
## 637               Georgia
## 638               Georgia
## 639               Georgia
## 640               Georgia
## 641               Georgia
## 642               Georgia
## 643               Georgia
## 644               Georgia
## 645               Georgia
## 646               Georgia
## 647                Hawaii
## 648                Hawaii
## 649                Hawaii
## 650                Hawaii
## 651                Hawaii
## 652                Hawaii
## 653                Hawaii
## 654                Hawaii
## 655                Hawaii
## 656                Hawaii
## 657                Hawaii
## 658                Hawaii
## 659                Hawaii
## 660                Hawaii
## 661                Hawaii
## 662                Hawaii
## 663                Hawaii
## 664                Hawaii
## 665                Hawaii
## 666                Hawaii
## 667                Hawaii
## 668                Hawaii
## 669                Hawaii
## 670                Hawaii
## 671                Hawaii
## 672                Hawaii
## 673                Hawaii
## 674                  Iowa
## 675                  Iowa
## 676                  Iowa
## 677                  Iowa
## 678                  Iowa
## 679                  Iowa
## 680                  Iowa
## 681                  Iowa
## 682                  Iowa
## 683                  Iowa
## 684                  Iowa
## 685                  Iowa
## 686                  Iowa
## 687                  Iowa
## 688                  Iowa
## 689                  Iowa
## 690                  Iowa
## 691                  Iowa
## 692                  Iowa
## 693                  Iowa
## 694                  Iowa
## 695                  Iowa
## 696                  Iowa
## 697                  Iowa
## 698                  Iowa
## 699                  Iowa
## 700                  Iowa
## 701                  Iowa
## 702                  Iowa
## 703                  Iowa
## 704                 Idaho
## 705                 Idaho
## 706                 Idaho
## 707                 Idaho
## 708                 Idaho
## 709                 Idaho
## 710                 Idaho
## 711                 Idaho
## 712                 Idaho
## 713                 Idaho
## 714                 Idaho
## 715                 Idaho
## 716                 Idaho
## 717                 Idaho
## 718                 Idaho
## 719                 Idaho
## 720                 Idaho
## 721                 Idaho
## 722                 Idaho
## 723                 Idaho
## 724                 Idaho
## 725                 Idaho
## 726                 Idaho
## 727                 Idaho
## 728                 Idaho
## 729                 Idaho
## 730                 Idaho
## 731                 Idaho
## 732                 Idaho
## 733                 Idaho
## 734              Illinois
## 735              Illinois
## 736              Illinois
## 737              Illinois
## 738              Illinois
## 739              Illinois
## 740              Illinois
## 741              Illinois
## 742              Illinois
## 743              Illinois
## 744              Illinois
## 745              Illinois
## 746              Illinois
## 747              Illinois
## 748              Illinois
## 749              Illinois
## 750              Illinois
## 751              Illinois
## 752              Illinois
## 753              Illinois
## 754              Illinois
## 755              Illinois
## 756              Illinois
## 757              Illinois
## 758              Illinois
## 759              Illinois
## 760              Illinois
## 761              Illinois
## 762              Illinois
## 763              Illinois
## 764              Illinois
## 765              Illinois
## 766              Illinois
## 767              Illinois
## 768              Illinois
## 769              Illinois
## 770              Illinois
## 771              Illinois
## 772              Illinois
## 773              Illinois
## 774              Illinois
## 775              Illinois
## 776              Illinois
## 777              Illinois
## 778              Illinois
## 779              Illinois
## 780              Illinois
## 781              Illinois
## 782              Illinois
## 783              Illinois
## 784              Illinois
## 785              Illinois
## 786              Illinois
## 787              Illinois
## 788              Illinois
## 789              Illinois
## 790              Illinois
## 791              Illinois
## 792              Illinois
## 793              Illinois
## 794              Illinois
## 795              Illinois
## 796              Illinois
## 797              Illinois
## 798              Illinois
## 799              Illinois
## 800              Illinois
## 801              Illinois
## 802              Illinois
## 803              Illinois
## 804              Illinois
## 805              Illinois
## 806              Illinois
## 807              Illinois
## 808              Illinois
## 809              Illinois
## 810              Illinois
## 811              Illinois
## 812              Illinois
## 813              Illinois
## 814              Illinois
## 815              Illinois
## 816              Illinois
## 817              Illinois
## 818              Illinois
## 819              Illinois
## 820              Illinois
## 821              Illinois
## 822              Illinois
## 823              Illinois
## 824              Illinois
## 825               Indiana
## 826               Indiana
## 827               Indiana
## 828               Indiana
## 829               Indiana
## 830               Indiana
## 831               Indiana
## 832               Indiana
## 833               Indiana
## 834               Indiana
## 835               Indiana
## 836               Indiana
## 837               Indiana
## 838               Indiana
## 839               Indiana
## 840               Indiana
## 841               Indiana
## 842               Indiana
## 843               Indiana
## 844               Indiana
## 845               Indiana
## 846               Indiana
## 847               Indiana
## 848               Indiana
## 849               Indiana
## 850               Indiana
## 851               Indiana
## 852               Indiana
## 853               Indiana
## 854               Indiana
## 855               Indiana
## 856               Indiana
## 857               Indiana
## 858               Indiana
## 859               Indiana
## 860               Indiana
## 861               Indiana
## 862               Indiana
## 863               Indiana
## 864               Indiana
## 865               Indiana
## 866               Indiana
## 867               Indiana
## 868               Indiana
## 869               Indiana
## 870               Indiana
## 871               Indiana
## 872               Indiana
## 873               Indiana
## 874               Indiana
## 875               Indiana
## 876               Indiana
## 877               Indiana
## 878               Indiana
## 879               Indiana
## 880               Indiana
## 881               Indiana
## 882               Indiana
## 883               Indiana
## 884               Indiana
## 885               Indiana
## 886               Indiana
## 887               Indiana
## 888               Indiana
## 889               Indiana
## 890               Indiana
## 891               Indiana
## 892               Indiana
## 893               Indiana
## 894               Indiana
## 895               Indiana
## 896               Indiana
## 897               Indiana
## 898               Indiana
## 899               Indiana
## 900               Indiana
## 901               Indiana
## 902               Indiana
## 903               Indiana
## 904               Indiana
## 905               Indiana
## 906               Indiana
## 907               Indiana
## 908               Indiana
## 909               Indiana
## 910               Indiana
## 911               Indiana
## 912               Indiana
## 913               Indiana
## 914               Indiana
## 915               Indiana
## 916               Indiana
## 917               Indiana
## 918               Indiana
## 919               Indiana
## 920               Indiana
## 921               Indiana
## 922               Indiana
## 923               Indiana
## 924               Indiana
## 925               Indiana
## 926               Indiana
## 927               Indiana
## 928               Indiana
## 929               Indiana
## 930               Indiana
## 931               Indiana
## 932               Indiana
## 933               Indiana
## 934               Indiana
## 935               Indiana
## 936               Indiana
## 937               Indiana
## 938               Indiana
## 939               Indiana
## 940               Indiana
## 941               Indiana
## 942               Indiana
## 943               Indiana
## 944               Indiana
## 945               Indiana
## 946               Indiana
## 947               Indiana
## 948               Indiana
## 949               Indiana
## 950               Indiana
## 951               Indiana
## 952               Indiana
## 953               Indiana
## 954               Indiana
## 955               Indiana
## 956               Indiana
## 957               Indiana
## 958               Indiana
## 959               Indiana
## 960               Indiana
## 961               Indiana
## 962               Indiana
## 963               Indiana
## 964                Kansas
## 965                Kansas
## 966                Kansas
## 967                Kansas
## 968                Kansas
## 969                Kansas
## 970                Kansas
## 971                Kansas
## 972                Kansas
## 973                Kansas
## 974                Kansas
## 975                Kansas
## 976                Kansas
## 977                Kansas
## 978                Kansas
## 979                Kansas
## 980                Kansas
## 981                Kansas
## 982                Kansas
## 983                Kansas
## 984                Kansas
## 985                Kansas
## 986                Kansas
## 987              Kentucky
## 988              Kentucky
## 989              Kentucky
## 990              Kentucky
## 991              Kentucky
## 992              Kentucky
## 993              Kentucky
## 994              Kentucky
## 995              Kentucky
## 996              Kentucky
## 997              Kentucky
## 998              Kentucky
## 999              Kentucky
## 1000             Kentucky
## 1001             Kentucky
## 1002             Kentucky
## 1003             Kentucky
## 1004             Kentucky
## 1005             Kentucky
## 1006             Kentucky
## 1007             Kentucky
## 1008            Louisiana
## 1009            Louisiana
## 1010            Louisiana
## 1011            Louisiana
## 1012            Louisiana
## 1013            Louisiana
## 1014            Louisiana
## 1015            Louisiana
## 1016            Louisiana
## 1017            Louisiana
## 1018            Louisiana
## 1019            Louisiana
## 1020            Louisiana
## 1021            Louisiana
## 1022            Louisiana
## 1023            Louisiana
## 1024            Louisiana
## 1025            Louisiana
## 1026            Louisiana
## 1027        Massachusetts
## 1028        Massachusetts
## 1029        Massachusetts
## 1030        Massachusetts
## 1031        Massachusetts
## 1032        Massachusetts
## 1033        Massachusetts
## 1034        Massachusetts
## 1035        Massachusetts
## 1036        Massachusetts
## 1037        Massachusetts
## 1038        Massachusetts
## 1039        Massachusetts
## 1040        Massachusetts
## 1041        Massachusetts
## 1042        Massachusetts
## 1043        Massachusetts
## 1044        Massachusetts
## 1045        Massachusetts
## 1046        Massachusetts
## 1047        Massachusetts
## 1048        Massachusetts
## 1049        Massachusetts
## 1050        Massachusetts
## 1051        Massachusetts
## 1052        Massachusetts
## 1053        Massachusetts
## 1054        Massachusetts
## 1055        Massachusetts
## 1056        Massachusetts
## 1057        Massachusetts
## 1058        Massachusetts
## 1059        Massachusetts
## 1060        Massachusetts
## 1061        Massachusetts
## 1062        Massachusetts
## 1063        Massachusetts
## 1064        Massachusetts
## 1065        Massachusetts
## 1066        Massachusetts
## 1067        Massachusetts
## 1068        Massachusetts
## 1069        Massachusetts
## 1070        Massachusetts
## 1071        Massachusetts
## 1072        Massachusetts
## 1073        Massachusetts
## 1074        Massachusetts
## 1075        Massachusetts
## 1076        Massachusetts
## 1077        Massachusetts
## 1078        Massachusetts
## 1079        Massachusetts
## 1080        Massachusetts
## 1081        Massachusetts
## 1082        Massachusetts
## 1083        Massachusetts
## 1084        Massachusetts
## 1085        Massachusetts
## 1086        Massachusetts
## 1087        Massachusetts
## 1088        Massachusetts
## 1089        Massachusetts
## 1090        Massachusetts
## 1091        Massachusetts
## 1092        Massachusetts
## 1093        Massachusetts
## 1094        Massachusetts
## 1095        Massachusetts
## 1096        Massachusetts
## 1097        Massachusetts
## 1098        Massachusetts
## 1099        Massachusetts
## 1100        Massachusetts
## 1101        Massachusetts
## 1102        Massachusetts
## 1103        Massachusetts
## 1104        Massachusetts
## 1105        Massachusetts
## 1106        Massachusetts
## 1107        Massachusetts
## 1108        Massachusetts
## 1109             Maryland
## 1110             Maryland
## 1111             Maryland
## 1112             Maryland
## 1113             Maryland
## 1114             Maryland
## 1115             Maryland
## 1116             Maryland
## 1117             Maryland
## 1118             Maryland
## 1119             Maryland
## 1120             Maryland
## 1121             Maryland
## 1122             Maryland
## 1123             Maryland
## 1124             Maryland
## 1125             Maryland
## 1126             Maryland
## 1127             Maryland
## 1128             Maryland
## 1129             Maryland
## 1130                Maine
## 1131                Maine
## 1132                Maine
## 1133                Maine
## 1134                Maine
## 1135                Maine
## 1136                Maine
## 1137                Maine
## 1138                Maine
## 1139                Maine
## 1140                Maine
## 1141                Maine
## 1142                Maine
## 1143                Maine
## 1144                Maine
## 1145                Maine
## 1146                Maine
## 1147                Maine
## 1148                Maine
## 1149                Maine
## 1150                Maine
## 1151                Maine
## 1152                Maine
## 1153                Maine
## 1154                Maine
## 1155                Maine
## 1156                Maine
## 1157             Michigan
## 1158             Michigan
## 1159             Michigan
## 1160             Michigan
## 1161             Michigan
## 1162             Michigan
## 1163             Michigan
## 1164             Michigan
## 1165             Michigan
## 1166             Michigan
## 1167             Michigan
## 1168             Michigan
## 1169             Michigan
## 1170             Michigan
## 1171             Michigan
## 1172             Michigan
## 1173             Michigan
## 1174             Michigan
## 1175             Michigan
## 1176             Michigan
## 1177             Michigan
## 1178             Michigan
## 1179             Michigan
## 1180             Michigan
## 1181             Michigan
## 1182             Michigan
## 1183             Michigan
## 1184             Michigan
## 1185             Michigan
## 1186             Michigan
## 1187             Michigan
## 1188             Michigan
## 1189             Michigan
## 1190             Michigan
## 1191             Michigan
## 1192             Michigan
## 1193             Michigan
## 1194             Michigan
## 1195             Michigan
## 1196             Michigan
## 1197             Michigan
## 1198             Michigan
## 1199             Michigan
## 1200             Michigan
## 1201             Michigan
## 1202             Michigan
## 1203             Michigan
## 1204             Michigan
## 1205             Michigan
## 1206             Michigan
## 1207             Michigan
## 1208             Michigan
## 1209             Michigan
## 1210             Michigan
## 1211             Michigan
## 1212             Michigan
## 1213             Michigan
## 1214             Michigan
## 1215             Michigan
## 1216             Michigan
## 1217             Michigan
## 1218             Michigan
## 1219             Michigan
## 1220             Michigan
## 1221             Michigan
## 1222             Michigan
## 1223             Michigan
## 1224             Michigan
## 1225             Michigan
## 1226             Michigan
## 1227             Michigan
## 1228             Michigan
## 1229             Michigan
## 1230             Michigan
## 1231             Michigan
## 1232             Michigan
## 1233             Michigan
## 1234             Michigan
## 1235             Michigan
## 1236             Michigan
## 1237             Michigan
## 1238             Michigan
## 1239             Michigan
## 1240             Michigan
## 1241             Michigan
## 1242             Michigan
## 1243             Michigan
## 1244             Michigan
## 1245             Michigan
## 1246             Michigan
## 1247             Michigan
## 1248             Michigan
## 1249             Michigan
## 1250             Michigan
## 1251             Michigan
## 1252             Michigan
## 1253             Michigan
## 1254             Michigan
## 1255             Michigan
## 1256             Michigan
## 1257             Michigan
## 1258             Michigan
## 1259             Michigan
## 1260             Michigan
## 1261             Michigan
## 1262             Michigan
## 1263             Michigan
## 1264             Michigan
## 1265             Michigan
## 1266             Michigan
## 1267             Michigan
## 1268             Michigan
## 1269             Michigan
## 1270             Michigan
## 1271             Michigan
## 1272             Michigan
## 1273             Michigan
## 1274             Michigan
## 1275             Michigan
## 1276             Michigan
## 1277             Michigan
## 1278             Michigan
## 1279             Michigan
## 1280             Michigan
## 1281             Michigan
## 1282             Michigan
## 1283             Michigan
## 1284             Michigan
## 1285             Michigan
## 1286             Michigan
## 1287             Michigan
## 1288             Michigan
## 1289             Michigan
## 1290             Michigan
## 1291             Michigan
## 1292             Michigan
## 1293             Michigan
## 1294             Michigan
## 1295             Michigan
## 1296             Michigan
## 1297             Michigan
## 1298             Michigan
## 1299             Michigan
## 1300             Michigan
## 1301             Michigan
## 1302             Michigan
## 1303             Michigan
## 1304             Michigan
## 1305             Michigan
## 1306             Michigan
## 1307             Michigan
## 1308             Michigan
## 1309             Michigan
## 1310             Michigan
## 1311             Michigan
## 1312             Michigan
## 1313             Michigan
## 1314             Michigan
## 1315             Michigan
## 1316             Michigan
## 1317             Michigan
## 1318             Michigan
## 1319            Minnesota
## 1320            Minnesota
## 1321            Minnesota
## 1322            Minnesota
## 1323            Minnesota
## 1324            Minnesota
## 1325            Minnesota
## 1326            Minnesota
## 1327            Minnesota
## 1328            Minnesota
## 1329            Minnesota
## 1330            Minnesota
## 1331            Minnesota
## 1332            Minnesota
## 1333            Minnesota
## 1334            Minnesota
## 1335            Minnesota
## 1336            Minnesota
## 1337            Minnesota
## 1338            Minnesota
## 1339            Minnesota
## 1340            Minnesota
## 1341            Minnesota
## 1342            Minnesota
## 1343            Minnesota
## 1344            Minnesota
## 1345            Minnesota
## 1346            Minnesota
## 1347            Minnesota
## 1348            Minnesota
## 1349            Minnesota
## 1350            Minnesota
## 1351            Minnesota
## 1352            Minnesota
## 1353            Minnesota
## 1354            Minnesota
## 1355            Minnesota
## 1356            Minnesota
## 1357            Minnesota
## 1358            Minnesota
## 1359            Minnesota
## 1360            Minnesota
## 1361            Minnesota
## 1362            Minnesota
## 1363            Minnesota
## 1364            Minnesota
## 1365            Minnesota
## 1366            Minnesota
## 1367            Minnesota
## 1368            Minnesota
## 1369            Minnesota
## 1370            Minnesota
## 1371            Minnesota
## 1372            Minnesota
## 1373            Minnesota
## 1374             Missouri
## 1375             Missouri
## 1376             Missouri
## 1377             Missouri
## 1378             Missouri
## 1379             Missouri
## 1380             Missouri
## 1381             Missouri
## 1382             Missouri
## 1383             Missouri
## 1384             Missouri
## 1385             Missouri
## 1386             Missouri
## 1387             Missouri
## 1388             Missouri
## 1389             Missouri
## 1390             Missouri
## 1391             Missouri
## 1392             Missouri
## 1393             Missouri
## 1394             Missouri
## 1395             Missouri
## 1396             Missouri
## 1397             Missouri
## 1398             Missouri
## 1399             Missouri
## 1400             Missouri
## 1401             Missouri
## 1402             Missouri
## 1403             Missouri
## 1404             Missouri
## 1405             Missouri
## 1406             Missouri
## 1407             Missouri
## 1408             Missouri
## 1409             Missouri
## 1410             Missouri
## 1411             Missouri
## 1412             Missouri
## 1413             Missouri
## 1414             Missouri
## 1415             Missouri
## 1416          Mississippi
## 1417          Mississippi
## 1418          Mississippi
## 1419          Mississippi
## 1420          Mississippi
## 1421          Mississippi
## 1422          Mississippi
## 1423          Mississippi
## 1424          Mississippi
## 1425          Mississippi
## 1426          Mississippi
## 1427              Montana
## 1428              Montana
## 1429              Montana
## 1430              Montana
## 1431              Montana
## 1432              Montana
## 1433              Montana
## 1434              Montana
## 1435              Montana
## 1436              Montana
## 1437              Montana
## 1438              Montana
## 1439              Montana
## 1440              Montana
## 1441              Montana
## 1442              Montana
## 1443              Montana
## 1444              Montana
## 1445              Montana
## 1446              Montana
## 1447              Montana
## 1448              Montana
## 1449              Montana
## 1450              Montana
## 1451              Montana
## 1452              Montana
## 1453              Montana
## 1454              Montana
## 1455              Montana
## 1456              Montana
## 1457              Montana
## 1458              Montana
## 1459              Montana
## 1460              Montana
## 1461              Montana
## 1462              Montana
## 1463              Montana
## 1464              Montana
## 1465              Montana
## 1466              Montana
## 1467       North Carolina
## 1468       North Carolina
## 1469       North Carolina
## 1470       North Carolina
## 1471       North Carolina
## 1472       North Carolina
## 1473       North Carolina
## 1474       North Carolina
## 1475       North Carolina
## 1476       North Carolina
## 1477       North Carolina
## 1478       North Carolina
## 1479       North Carolina
## 1480       North Carolina
## 1481       North Carolina
## 1482       North Carolina
## 1483       North Carolina
## 1484       North Carolina
## 1485       North Carolina
## 1486       North Carolina
## 1487       North Carolina
## 1488       North Carolina
## 1489       North Carolina
## 1490       North Carolina
## 1491       North Carolina
## 1492       North Carolina
## 1493       North Carolina
## 1494       North Carolina
## 1495       North Carolina
## 1496       North Carolina
## 1497       North Carolina
## 1498       North Carolina
## 1499       North Carolina
## 1500       North Carolina
## 1501       North Carolina
## 1502       North Carolina
## 1503       North Carolina
## 1504       North Carolina
## 1505       North Carolina
## 1506       North Carolina
## 1507       North Carolina
## 1508       North Carolina
## 1509       North Carolina
## 1510       North Carolina
## 1511       North Carolina
## 1512       North Carolina
## 1513       North Carolina
## 1514       North Carolina
## 1515       North Carolina
## 1516       North Carolina
## 1517       North Carolina
## 1518       North Carolina
## 1519       North Carolina
## 1520       North Carolina
## 1521       North Carolina
## 1522       North Carolina
## 1523       North Carolina
## 1524       North Carolina
## 1525       North Carolina
## 1526         North Dakota
## 1527         North Dakota
## 1528         North Dakota
## 1529             Nebraska
## 1530             Nebraska
## 1531             Nebraska
## 1532             Nebraska
## 1533             Nebraska
## 1534             Nebraska
## 1535             Nebraska
## 1536             Nebraska
## 1537             Nebraska
## 1538             Nebraska
## 1539             Nebraska
## 1540             Nebraska
## 1541             Nebraska
## 1542             Nebraska
## 1543             Nebraska
## 1544             Nebraska
## 1545             Nebraska
## 1546             Nebraska
## 1547             Nebraska
## 1548             Nebraska
## 1549             Nebraska
## 1550             Nebraska
## 1551             Nebraska
## 1552             Nebraska
## 1553             Nebraska
## 1554        New Hampshire
## 1555        New Hampshire
## 1556        New Hampshire
## 1557        New Hampshire
## 1558        New Hampshire
## 1559        New Hampshire
## 1560        New Hampshire
## 1561        New Hampshire
## 1562           New Jersey
## 1563           New Jersey
## 1564           New Jersey
## 1565           New Jersey
## 1566           New Jersey
## 1567           New Jersey
## 1568           New Jersey
## 1569           New Jersey
## 1570           New Mexico
## 1571           New Mexico
## 1572           New Mexico
## 1573           New Mexico
## 1574           New Mexico
## 1575           New Mexico
## 1576           New Mexico
## 1577           New Mexico
## 1578           New Mexico
## 1579           New Mexico
## 1580           New Mexico
## 1581           New Mexico
## 1582           New Mexico
## 1583           New Mexico
## 1584               Nevada
## 1585               Nevada
## 1586               Nevada
## 1587               Nevada
## 1588               Nevada
## 1589               Nevada
## 1590               Nevada
## 1591               Nevada
## 1592               Nevada
## 1593               Nevada
## 1594               Nevada
## 1595             New York
## 1596             New York
## 1597             New York
## 1598             New York
## 1599             New York
## 1600             New York
## 1601             New York
## 1602             New York
## 1603             New York
## 1604             New York
## 1605             New York
## 1606             New York
## 1607             New York
## 1608             New York
## 1609             New York
## 1610             New York
## 1611             New York
## 1612             New York
## 1613             New York
## 1614             New York
## 1615             New York
## 1616             New York
## 1617             New York
## 1618             New York
## 1619             New York
## 1620             New York
## 1621             New York
## 1622             New York
## 1623             New York
## 1624             New York
## 1625             New York
## 1626             New York
## 1627             New York
## 1628             New York
## 1629             New York
## 1630             New York
## 1631             New York
## 1632             New York
## 1633             New York
## 1634             New York
## 1635             New York
## 1636             New York
## 1637             New York
## 1638             New York
## 1639             New York
## 1640             New York
## 1641             New York
## 1642             New York
## 1643             New York
## 1644             New York
## 1645             New York
## 1646             New York
## 1647             New York
## 1648             New York
## 1649             New York
## 1650             New York
## 1651             New York
## 1652             New York
## 1653             New York
## 1654             New York
## 1655             New York
## 1656             New York
## 1657             New York
## 1658             New York
## 1659             New York
## 1660             New York
## 1661             New York
## 1662             New York
## 1663             New York
## 1664             New York
## 1665             New York
## 1666             New York
## 1667             New York
## 1668             New York
## 1669                 Ohio
## 1670                 Ohio
## 1671                 Ohio
## 1672                 Ohio
## 1673                 Ohio
## 1674                 Ohio
## 1675                 Ohio
## 1676                 Ohio
## 1677                 Ohio
## 1678                 Ohio
## 1679                 Ohio
## 1680                 Ohio
## 1681                 Ohio
## 1682                 Ohio
## 1683                 Ohio
## 1684                 Ohio
## 1685                 Ohio
## 1686                 Ohio
## 1687                 Ohio
## 1688                 Ohio
## 1689                 Ohio
## 1690                 Ohio
## 1691                 Ohio
## 1692                 Ohio
## 1693                 Ohio
## 1694                 Ohio
## 1695                 Ohio
## 1696                 Ohio
## 1697                 Ohio
## 1698                 Ohio
## 1699                 Ohio
## 1700                 Ohio
## 1701                 Ohio
## 1702                 Ohio
## 1703                 Ohio
## 1704                 Ohio
## 1705                 Ohio
## 1706                 Ohio
## 1707                 Ohio
## 1708                 Ohio
## 1709                 Ohio
## 1710                 Ohio
## 1711                 Ohio
## 1712                 Ohio
## 1713                 Ohio
## 1714                 Ohio
## 1715                 Ohio
## 1716                 Ohio
## 1717                 Ohio
## 1718             Oklahoma
## 1719             Oklahoma
## 1720             Oklahoma
## 1721             Oklahoma
## 1722             Oklahoma
## 1723             Oklahoma
## 1724             Oklahoma
## 1725             Oklahoma
## 1726             Oklahoma
## 1727             Oklahoma
## 1728             Oklahoma
## 1729             Oklahoma
## 1730             Oklahoma
## 1731             Oklahoma
## 1732             Oklahoma
## 1733             Oklahoma
## 1734             Oklahoma
## 1735             Oklahoma
## 1736             Oklahoma
## 1737               Oregon
## 1738               Oregon
## 1739               Oregon
## 1740               Oregon
## 1741               Oregon
## 1742               Oregon
## 1743               Oregon
## 1744               Oregon
## 1745               Oregon
## 1746               Oregon
## 1747               Oregon
## 1748               Oregon
## 1749               Oregon
## 1750               Oregon
## 1751               Oregon
## 1752               Oregon
## 1753               Oregon
## 1754               Oregon
## 1755               Oregon
## 1756               Oregon
## 1757               Oregon
## 1758               Oregon
## 1759               Oregon
## 1760               Oregon
## 1761               Oregon
## 1762               Oregon
## 1763               Oregon
## 1764               Oregon
## 1765               Oregon
## 1766               Oregon
## 1767               Oregon
## 1768               Oregon
## 1769               Oregon
## 1770               Oregon
## 1771               Oregon
## 1772               Oregon
## 1773               Oregon
## 1774               Oregon
## 1775               Oregon
## 1776               Oregon
## 1777               Oregon
## 1778               Oregon
## 1779               Oregon
## 1780               Oregon
## 1781               Oregon
## 1782               Oregon
## 1783               Oregon
## 1784               Oregon
## 1785               Oregon
## 1786               Oregon
## 1787               Oregon
## 1788               Oregon
## 1789               Oregon
## 1790               Oregon
## 1791               Oregon
## 1792               Oregon
## 1793               Oregon
## 1794               Oregon
## 1795               Oregon
## 1796               Oregon
## 1797               Oregon
## 1798               Oregon
## 1799               Oregon
## 1800               Oregon
## 1801               Oregon
## 1802               Oregon
## 1803               Oregon
## 1804               Oregon
## 1805               Oregon
## 1806               Oregon
## 1807               Oregon
## 1808               Oregon
## 1809               Oregon
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## 1811               Oregon
## 1812               Oregon
## 1813               Oregon
## 1814               Oregon
## 1815               Oregon
## 1816               Oregon
## 1817               Oregon
## 1818               Oregon
## 1819               Oregon
## 1820               Oregon
## 1821               Oregon
## 1822               Oregon
## 1823               Oregon
## 1824               Oregon
## 1825               Oregon
## 1826               Oregon
## 1827               Oregon
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## 1829               Oregon
## 1830               Oregon
## 1831               Oregon
## 1832               Oregon
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## 1834               Oregon
## 1835               Oregon
## 1836               Oregon
## 1837               Oregon
## 1838               Oregon
## 1839               Oregon
## 1840               Oregon
## 1841               Oregon
## 1842               Oregon
## 1843               Oregon
## 1844               Oregon
## 1845               Oregon
## 1846               Oregon
## 1847               Oregon
## 1848               Oregon
## 1849               Oregon
## 1850               Oregon
## 1851               Oregon
## 1852               Oregon
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## 1854               Oregon
## 1855               Oregon
## 1856               Oregon
## 1857               Oregon
## 1858               Oregon
## 1859               Oregon
## 1860               Oregon
## 1861               Oregon
## 1862         Pennsylvania
## 1863         Pennsylvania
## 1864         Pennsylvania
## 1865         Pennsylvania
## 1866         Pennsylvania
## 1867         Pennsylvania
## 1868         Pennsylvania
## 1869         Pennsylvania
## 1870         Pennsylvania
## 1871         Pennsylvania
## 1872         Pennsylvania
## 1873         Pennsylvania
## 1874         Pennsylvania
## 1875         Pennsylvania
## 1876         Pennsylvania
## 1877         Pennsylvania
## 1878         Pennsylvania
## 1879         Pennsylvania
## 1880         Pennsylvania
## 1881         Pennsylvania
## 1882         Pennsylvania
## 1883         Pennsylvania
## 1884         Pennsylvania
## 1885         Pennsylvania
## 1886         Pennsylvania
## 1887         Pennsylvania
## 1888         Pennsylvania
## 1889         Pennsylvania
## 1890         Pennsylvania
## 1891         Pennsylvania
## 1892         Pennsylvania
## 1893         Pennsylvania
## 1894         Pennsylvania
## 1895         Pennsylvania
## 1896         Pennsylvania
## 1897         Pennsylvania
## 1898         Pennsylvania
## 1899         Pennsylvania
## 1900         Pennsylvania
## 1901         Pennsylvania
## 1902         Pennsylvania
## 1903         Pennsylvania
## 1904         Pennsylvania
## 1905         Pennsylvania
## 1906         Pennsylvania
## 1907         Pennsylvania
## 1908         Pennsylvania
## 1909         Pennsylvania
## 1910         Pennsylvania
## 1911         Pennsylvania
## 1912         Pennsylvania
## 1913         Pennsylvania
## 1914         Pennsylvania
## 1915         Pennsylvania
## 1916         Pennsylvania
## 1917         Pennsylvania
## 1918         Pennsylvania
## 1919         Pennsylvania
## 1920         Pennsylvania
## 1921         Pennsylvania
## 1922         Pennsylvania
## 1923         Pennsylvania
## 1924         Pennsylvania
## 1925         Pennsylvania
## 1926         Pennsylvania
## 1927         Pennsylvania
## 1928         Pennsylvania
## 1929         Pennsylvania
## 1930         Pennsylvania
## 1931         Pennsylvania
## 1932         Pennsylvania
## 1933         Pennsylvania
## 1934         Pennsylvania
## 1935         Pennsylvania
## 1936         Pennsylvania
## 1937         Pennsylvania
## 1938         Pennsylvania
## 1939         Pennsylvania
## 1940         Pennsylvania
## 1941         Pennsylvania
## 1942         Pennsylvania
## 1943         Pennsylvania
## 1944         Pennsylvania
## 1945         Pennsylvania
## 1946         Pennsylvania
## 1947         Pennsylvania
## 1948         Pennsylvania
## 1949         Pennsylvania
## 1950         Pennsylvania
## 1951         Pennsylvania
## 1952         Pennsylvania
## 1953         Pennsylvania
## 1954         Pennsylvania
## 1955         Pennsylvania
## 1956         Pennsylvania
## 1957         Pennsylvania
## 1958         Pennsylvania
## 1959         Pennsylvania
## 1960         Pennsylvania
## 1961         Pennsylvania
## 1962         Rhode Island
## 1963         Rhode Island
## 1964         Rhode Island
## 1965         Rhode Island
## 1966         Rhode Island
## 1967         Rhode Island
## 1968         Rhode Island
## 1969         Rhode Island
## 1970         Rhode Island
## 1971         Rhode Island
## 1972         Rhode Island
## 1973         Rhode Island
## 1974         Rhode Island
## 1975         Rhode Island
## 1976         Rhode Island
## 1977         Rhode Island
## 1978         Rhode Island
## 1979         Rhode Island
## 1980         Rhode Island
## 1981         Rhode Island
## 1982         Rhode Island
## 1983         Rhode Island
## 1984         Rhode Island
## 1985         Rhode Island
## 1986         Rhode Island
## 1987         Rhode Island
## 1988         Rhode Island
## 1989       South Carolina
## 1990       South Carolina
## 1991       South Carolina
## 1992       South Carolina
## 1993       South Carolina
## 1994       South Carolina
## 1995       South Carolina
## 1996       South Carolina
## 1997       South Carolina
## 1998       South Carolina
## 1999       South Carolina
## 2000       South Carolina
## 2001       South Carolina
## 2002       South Carolina
## 2003         South Dakota
## 2004         South Dakota
## 2005         South Dakota
## 2006         South Dakota
## 2007         South Dakota
## 2008         South Dakota
## 2009         South Dakota
## 2010            Tennessee
## 2011            Tennessee
## 2012            Tennessee
## 2013            Tennessee
## 2014            Tennessee
## 2015            Tennessee
## 2016                Texas
## 2017                Texas
## 2018                Texas
## 2019                Texas
## 2020                Texas
## 2021                Texas
## 2022                Texas
## 2023                Texas
## 2024                Texas
## 2025                Texas
## 2026                Texas
## 2027                Texas
## 2028                Texas
## 2029                Texas
## 2030                Texas
## 2031                Texas
## 2032                Texas
## 2033                Texas
## 2034                Texas
## 2035                Texas
## 2036                Texas
## 2037                Texas
## 2038                Texas
## 2039                Texas
## 2040                Texas
## 2041                Texas
## 2042                Texas
## 2043                Texas
## 2044                Texas
## 2045                Texas
## 2046                Texas
## 2047                Texas
## 2048                Texas
## 2049                Texas
## 2050                Texas
## 2051                Texas
## 2052                Texas
## 2053                Texas
## 2054                Texas
## 2055                Texas
## 2056                Texas
## 2057                Texas
## 2058                Texas
## 2059                Texas
## 2060                Texas
## 2061                Texas
## 2062                Texas
## 2063                Texas
## 2064                Texas
## 2065                Texas
## 2066                Texas
## 2067                Texas
## 2068                Texas
## 2069                Texas
## 2070                Texas
## 2071                Texas
## 2072                Texas
## 2073                Texas
## 2074                Texas
## 2075                Texas
## 2076                Texas
## 2077                Texas
## 2078                Texas
## 2079                Texas
## 2080                Texas
## 2081                Texas
## 2082                Texas
## 2083                Texas
## 2084                Texas
## 2085                Texas
## 2086                Texas
## 2087                Texas
## 2088                Texas
## 2089                Texas
## 2090                Texas
## 2091                Texas
## 2092                Texas
## 2093                Texas
## 2094                Texas
## 2095                Texas
## 2096                Texas
## 2097                Texas
## 2098                Texas
## 2099                Texas
## 2100                Texas
## 2101                Texas
## 2102                Texas
## 2103                Texas
## 2104                Texas
## 2105                Texas
## 2106                Texas
## 2107                Texas
## 2108                Texas
## 2109                Texas
## 2110                Texas
## 2111                Texas
## 2112                Texas
## 2113                Texas
## 2114                Texas
## 2115                Texas
## 2116                Texas
## 2117                Texas
## 2118                Texas
## 2119                Texas
## 2120                Texas
## 2121                Texas
## 2122                Texas
## 2123                Texas
## 2124                Texas
## 2125                Texas
## 2126                Texas
## 2127                Texas
## 2128                Texas
## 2129                Texas
## 2130                Texas
## 2131                Texas
## 2132                Texas
## 2133                Texas
## 2134                Texas
## 2135                Texas
## 2136                Texas
## 2137                Texas
## 2138                Texas
## 2139                Texas
## 2140                Texas
## 2141                Texas
## 2142                Texas
## 2143                Texas
## 2144                Texas
## 2145                Texas
## 2146                 Utah
## 2147                 Utah
## 2148                 Utah
## 2149                 Utah
## 2150                 Utah
## 2151                 Utah
## 2152                 Utah
## 2153                 Utah
## 2154                 Utah
## 2155                 Utah
## 2156                 Utah
## 2157                 Utah
## 2158                 Utah
## 2159                 Utah
## 2160                 Utah
## 2161                 Utah
## 2162                 Utah
## 2163                 Utah
## 2164                 Utah
## 2165                 Utah
## 2166                 Utah
## 2167                 Utah
## 2168                 Utah
## 2169                 Utah
## 2170                 Utah
## 2171                 Utah
## 2172             Virginia
## 2173             Virginia
## 2174             Virginia
## 2175             Virginia
## 2176             Virginia
## 2177             Virginia
## 2178             Virginia
## 2179             Virginia
## 2180             Virginia
## 2181             Virginia
## 2182             Virginia
## 2183             Virginia
## 2184             Virginia
## 2185             Virginia
## 2186             Virginia
## 2187             Virginia
## 2188             Virginia
## 2189             Virginia
## 2190             Virginia
## 2191             Virginia
## 2192             Virginia
## 2193             Virginia
## 2194             Virginia
## 2195             Virginia
## 2196             Virginia
## 2197             Virginia
## 2198             Virginia
## 2199             Virginia
## 2200             Virginia
## 2201             Virginia
## 2202             Virginia
## 2203             Virginia
## 2204             Virginia
## 2205             Virginia
## 2206             Virginia
## 2207             Virginia
## 2208             Virginia
## 2209             Virginia
## 2210             Virginia
## 2211             Virginia
## 2212              Vermont
## 2213              Vermont
## 2214              Vermont
## 2215              Vermont
## 2216              Vermont
## 2217              Vermont
## 2218              Vermont
## 2219              Vermont
## 2220              Vermont
## 2221              Vermont
## 2222              Vermont
## 2223              Vermont
## 2224              Vermont
## 2225              Vermont
## 2226              Vermont
## 2227              Vermont
## 2228              Vermont
## 2229              Vermont
## 2230              Vermont
## 2231              Vermont
## 2232              Vermont
## 2233              Vermont
## 2234              Vermont
## 2235              Vermont
## 2236              Vermont
## 2237              Vermont
## 2238              Vermont
## 2239           Washington
## 2240           Washington
## 2241           Washington
## 2242           Washington
## 2243           Washington
## 2244           Washington
## 2245           Washington
## 2246           Washington
## 2247           Washington
## 2248           Washington
## 2249           Washington
## 2250           Washington
## 2251           Washington
## 2252           Washington
## 2253           Washington
## 2254           Washington
## 2255           Washington
## 2256           Washington
## 2257           Washington
## 2258           Washington
## 2259           Washington
## 2260           Washington
## 2261           Washington
## 2262           Washington
## 2263           Washington
## 2264           Washington
## 2265           Washington
## 2266           Washington
## 2267           Washington
## 2268           Washington
## 2269           Washington
## 2270           Washington
## 2271           Washington
## 2272           Washington
## 2273           Washington
## 2274           Washington
## 2275           Washington
## 2276           Washington
## 2277           Washington
## 2278           Washington
## 2279           Washington
## 2280           Washington
## 2281           Washington
## 2282           Washington
## 2283           Washington
## 2284           Washington
## 2285           Washington
## 2286           Washington
## 2287           Washington
## 2288           Washington
## 2289           Washington
## 2290           Washington
## 2291           Washington
## 2292           Washington
## 2293           Washington
## 2294           Washington
## 2295           Washington
## 2296           Washington
## 2297           Washington
## 2298           Washington
## 2299           Washington
## 2300           Washington
## 2301           Washington
## 2302           Washington
## 2303           Washington
## 2304           Washington
## 2305           Washington
## 2306           Washington
## 2307            Wisconsin
## 2308            Wisconsin
## 2309            Wisconsin
## 2310            Wisconsin
## 2311            Wisconsin
## 2312            Wisconsin
## 2313            Wisconsin
## 2314            Wisconsin
## 2315            Wisconsin
## 2316            Wisconsin
## 2317            Wisconsin
## 2318            Wisconsin
## 2319            Wisconsin
## 2320            Wisconsin
## 2321            Wisconsin
## 2322            Wisconsin
## 2323            Wisconsin
## 2324            Wisconsin
## 2325            Wisconsin
## 2326            Wisconsin
## 2327            Wisconsin
## 2328            Wisconsin
## 2329            Wisconsin
## 2330            Wisconsin
## 2331            Wisconsin
## 2332            Wisconsin
## 2333            Wisconsin
## 2334            Wisconsin
## 2335            Wisconsin
## 2336            Wisconsin
## 2337            Wisconsin
## 2338            Wisconsin
## 2339            Wisconsin
## 2340            Wisconsin
## 2341            Wisconsin
## 2342            Wisconsin
## 2343            Wisconsin
## 2344            Wisconsin
## 2345            Wisconsin
## 2346            Wisconsin
## 2347            Wisconsin
## 2348            Wisconsin
## 2349            Wisconsin
## 2350            Wisconsin
## 2351            Wisconsin
## 2352            Wisconsin
## 2353            Wisconsin
## 2354            Wisconsin
## 2355            Wisconsin
## 2356            Wisconsin
## 2357            Wisconsin
## 2358            Wisconsin
## 2359            Wisconsin
## 2360            Wisconsin
## 2361            Wisconsin
## 2362            Wisconsin
## 2363            Wisconsin
## 2364            Wisconsin
## 2365            Wisconsin
## 2366            Wisconsin
## 2367            Wisconsin
## 2368            Wisconsin
## 2369            Wisconsin
## 2370            Wisconsin
## 2371            Wisconsin
## 2372            Wisconsin
## 2373            Wisconsin
## 2374            Wisconsin
## 2375            Wisconsin
## 2376            Wisconsin
## 2377            Wisconsin
## 2378            Wisconsin
## 2379            Wisconsin
## 2380            Wisconsin
## 2381            Wisconsin
## 2382            Wisconsin
## 2383            Wisconsin
## 2384            Wisconsin
## 2385            Wisconsin
## 2386            Wisconsin
## 2387            Wisconsin
## 2388            Wisconsin
## 2389            Wisconsin
## 2390            Wisconsin
## 2391            Wisconsin
## 2392            Wisconsin
## 2393            Wisconsin
## 2394        West Virginia
## 2395        West Virginia
## 2396              Wyoming
## 2397              Wyoming
## 2398              Wyoming
## 2399              Wyoming
## 2400              Wyoming
## 2401              Wyoming
## 2402              Wyoming
## 2403              Wyoming
## 2404              Wyoming
## 2405              Wyoming
## 2406              Wyoming
## 2407              Wyoming
## 2408              Wyoming
## 2409              Wyoming
## 2410              Wyoming
# Just for counting NAs
beer_data_updated <- merged_data2 %>%
  filter(is.na(IBU)) %>% # 875
  arrange(State)
beer_data_updated
##     Abbr                                            Beer_Name Beer_ID   ABV IBU
## 1     AL                           Truck Stop Honey Brown Ale    1876 0.060  NA
## 2     AK                            Northern Lights Amber Ale     921 0.050  NA
## 3     AK                                        Pleasure Town    2093 0.063  NA
## 4     AK                               King Street Blonde Ale    1665 0.049  NA
## 5     AZ                                        I.W.A. (2011)    1329 0.060  NA
## 6     AZ                                       Up River Light     326 0.042  NA
## 7     AZ                                        Sunbru Kölsch    2309 0.052  NA
## 8     AZ                                       Pumpkin Porter    1616 0.051  NA
## 9     AZ                           Dry Heat Hefeweizen (2006)     131 0.055  NA
## 10    AZ                          Full Moon Belgian White Ale     768 0.085  NA
## 11    AZ                                     Desert Magic IPA     625 0.072  NA
## 12    AZ                                         Hop Knot IPA     358 0.067  NA
## 13    AZ                                  Epicenter Amber Ale    1073 0.055  NA
## 14    AZ                                    White Water Wheat     477 0.050  NA
## 15    AZ                   Full Moon Belgian White Ale (2007)     132 0.085  NA
## 16    AZ                        Grand Canyon American Pilsner     476 0.052  NA
## 17    AZ                                        Barrio Blanco    2005 0.060  NA
## 18    AZ                                   Lumberyard Red Ale     125 0.058  NA
## 19    AZ                                   SunSpot Golden Ale    1934 0.050  NA
## 20    AZ                                   Sex Panther (2014)     852 0.069  NA
## 21    AZ                        Grand Canyon Sunset Amber Ale     143 0.054  NA
## 22    AZ                                            Camelback    2312 0.061  NA
## 23    AZ                                         Big Blue Van    2061 0.058  NA
## 24    AZ                                 Four Peaks Peach Ale    1585 0.042  NA
## 25    AZ                                     Wapiti Amber Ale     327 0.050  NA
## 26    AR                                             Core ESB    1336 0.061  NA
## 27    AR                              Ozark American Pale Ale    1961 0.040  NA
## 28    CA                                          Cortez Gold    2442 0.050  NA
## 29    CA                                      Blacktop Blonde     622 0.050  NA
## 30    CA                                            Pivo Pils    2462 0.053  NA
## 31    CA                               Swami's India Pale Ale    1191 0.068  NA
## 32    CA                                      Blacktop Blonde     362 0.050  NA
## 33    CA                               Get Up Offa That Brown     991 0.055  NA
## 34    CA                                      Cabrillo Kölsch    1034 0.050  NA
## 35    CA                                             Claritas    2662 0.058  NA
## 36    CA                        Hell or High Watermelon Wheat       9 0.049  NA
## 37    CA                                     Blood Orange Wit    2087 0.050  NA
## 38    CA                                    Might As Well IPL    2045 0.072  NA
## 39    CA                               Marooned On Hog Island     976 0.079  NA
## 40    CA                                     Heal the Bay IPA    1399 0.068  NA
## 41    CA                                       805 Blonde Ale    1957 0.047  NA
## 42    CA                                  Saint Archer Blonde    1864 0.048  NA
## 43    CA                                            Even Keel    2105 0.038  NA
## 44    CA                                      Bitter American     876 0.044  NA
## 45    CA                               Golden Road Hefeweizen    1489 0.046  NA
## 46    CA                                         Monk's Blood      11 0.083  NA
## 47    CA                                Brew Free! or Die IPA      10 0.070  NA
## 48    CA                              Black Market Hefeweizen    1897 0.050  NA
## 49    CA                                   Aftermath Pale Ale    1896 0.058  NA
## 50    CA                                            Deception    2412 0.045  NA
## 51    CA                                          Habitus IPA    1346 0.080  NA
## 52    CA                                  Blackmarket Rye IPA    1898 0.075  NA
## 53    CA                                           Summerfest    1295 0.050  NA
## 54    CA                               Ballast Point Pale Ale    1401 0.052  NA
## 55    CA                                    Point the Way IPA    1296 0.059  NA
## 56    CA                                      City of the Sun    2159 0.075  NA
## 57    CA                                         Siamese twin      25 0.085  NA
## 58    CA                               Atom Splitter Pale Ale    1437 0.050  NA
## 59    CA                 Special Edition: Allies Win The War!     531 0.085  NA
## 60    CA                                 Black Bay Milk Stout    1797 0.050  NA
## 61    CA                                                  805    1733 0.047  NA
## 62    CA                                   Manzanita Pale Ale    1670 0.066  NA
## 63    CA                                              Grazias    1351 0.063  NA
## 64    CA                                    Point the Way IPA    1490 0.059  NA
## 65    CA                             Sprocket Pale Ale (2006)    1734 0.050  NA
## 66    CA                                      Rich Man's IIPA     718 0.087  NA
## 67    CA                                            Easy Jack    2569 0.045  NA
## 68    CA                                        Fireside Chat    1024 0.079  NA
## 69    CA                                              FMB 101    1968 0.048  NA
## 70    CA                                      Booming Rollers    2157 0.068  NA
## 71    CA                                  Saison Pamplemousse    1960 0.058  NA
## 72    CA                                             2020 IPA    1777 0.074  NA
## 73    CA                         Brew Free! or Die IPA (2009)     796 0.070  NA
## 74    CA                              Old Chico Crystal Wheat    1338 0.048  NA
## 75    CO                                         Miner's Gold     709 0.050  NA
## 76    CO                                      Modus Hoperandi      67 0.068  NA
## 77    CO                                         Vienna Lager     708 0.046  NA
## 78    CO                                  Devils Head Red Ale    1518 0.073  NA
## 79    CO                                    The Power of Zeus    2294 0.070  NA
## 80    CO                                         Leroy (2005)     734 0.052  NA
## 81    CO                                      Dale's Pale Ale     955 0.065  NA
## 82    CO                              Ryeteous Rye IPA (2012)     636 0.070  NA
## 83    CO                               Dale's Pale Ale (2006)     744 0.065  NA
## 84    CO                                     SummerBright Ale     397 0.045  NA
## 85    CO                                  American Red Porter    1849 0.071  NA
## 86    CO                                         Ice Pick Ale     160 0.068  NA
## 87    CO                                       Mexican Logger     386 0.042  NA
## 88    CO                  Green Bullet Organic India Pale Ale    1322 0.070  NA
## 89    CO                                      Old Chub (2004)     786 0.080  NA
## 90    CO                      Elevation Triple India Pale Ale    1006 0.099  NA
## 91    CO                                      Old Chub (2008)     787 0.080  NA
## 92    CO                               Dale's Pale Ale (2002)     741 0.065  NA
## 93    CO                               Dale's Pale Ale (2008)     745 0.065  NA
## 94    CO                                        Beaver Logger    1383 0.052  NA
## 95    CO                               Ghose Drifter Pale Ale    1720 0.051  NA
## 96    CO                        Psycho Penguin Vanilla Porter    2333 0.054  NA
## 97    CO                                          Lucky U IPA     193 0.062  NA
## 98    CO                                       Boohai Red Ale     940    NA  NA
## 99    CO                                      Colorado Kölsch      92 0.049  NA
## 100   CO                                          Agave Wheat    1522 0.042  NA
## 101   CO                                     On-On Ale (2008)     735 0.052  NA
## 102   CO                                   Perpetual Darkness    2335 0.092  NA
## 103   CO                                 Yeti  Imperial Stout    2644 0.095  NA
## 104   CO                               American India Red Ale    1850 0.071  NA
## 105   CO                              Heliocentric Hefeweizen    1721 0.047  NA
## 106   CO                                   Demshitz Brown Ale     996 0.058  NA
## 107   CO                                      ESB Special Ale      68 0.057  NA
## 108   CO                    15th Anniversary Abbey Ale (2012)     720 0.090  NA
## 109   CO                                         Old Town Ale     696 0.045  NA
## 110   CO                                     Colorado Red Ale     220 0.062  NA
## 111   CO                                      Taster's Choice    1708 0.074  NA
## 112   CO                                            Consilium    2414 0.050  NA
## 113   CO                       Ten Fidy Imperial Stout (2008)     804 0.095  NA
## 114   CO                                             Snapshot    1707 0.052  NA
## 115   CO                                     Redacted Rye IPA    1176 0.070  NA
## 116   CO                                            Hoppy Boy     641 0.062  NA
## 117   CO                                   Steam Engine Lager      91 0.057  NA
## 118   CO                                      Old Chub (2003)     785 0.080  NA
## 119   CO                                   Dry Dock Amber Ale     871 0.058  NA
## 120   CO                               Dale's Pale Ale (2004)     743 0.065  NA
## 121   CO                                      True Blonde Ale      70 0.053  NA
## 122   CO                             Bridal Veil Rye Pale Ale     589 0.055  NA
## 123   CO                                          Tempter IPA     827 0.064  NA
## 124   CO                                         Miner's Gold     219    NA  NA
## 125   CO                                      Colorado Native    1165 0.055  NA
## 126   CO                                          Boater Beer     680 0.045  NA
## 127   CO                                Sudice American Stout    1455 0.070  NA
## 128   CO                               Dale's Pale Ale (2011)     755 0.065  NA
## 129   CO                        Parcae Belgian Style Pale Ale    1454 0.050  NA
## 130   CO                               Colorado Native (2011)     431 0.055  NA
## 131   CO                              Hibernal Vinifera Stout    1013 0.080  NA
## 132   CO                                            Titan IPA    2642 0.071  NA
## 133   CO                           Lil' Brainless Raspberries    2477 0.052  NA
## 134   CO                                        Avalanche Ale      83 0.054  NA
## 135   CO                                      Jessie's Garage     706 0.056  NA
## 136   CO                               River Runners Pale Ale    1110 0.060  NA
## 137   CO                                  Stimulator Pale Ale     697 0.053  NA
## 138   CO                       Mountain Fairy Raspberry Wheat     911 0.055  NA
## 139   CO                                       Bear Ass Brown     212 0.042  NA
## 140   CO                                     Red Mountain Ale     161 0.060  NA
## 141   CO                                   Dolores River Mild     446    NA  NA
## 142   CO                                         Clan Warrior    2334 0.087  NA
## 143   CO                               Dale's Pale Ale (2010)     754 0.065  NA
## 144   CO                                    G'KNIGHT (16 oz.)     726 0.087  NA
## 145   CO                                  Sunshine Wheat Beer    1690 0.048  NA
## 146   CO                                                 Raja    2589 0.080  NA
## 147   CO                          Ghost Rider Pale Ale (2013)    1431 0.051  NA
## 148   CO                                  Upslope Craft Lager     444 0.048  NA
## 149   CO                             Helios Hefeweizen (2013)    1430 0.047  NA
## 150   CO Lee Hill Series Vol. 5 - Belgian Style Quadrupel Ale    2565 0.128  NA
## 151   CO                                      Cache La Porter     694 0.050  NA
## 152   CO                       Ten Fidy Imperial Stout (2007)     803 0.099  NA
## 153   CO                                    Ellie’s Brown Ale     106 0.055  NA
## 154   CO                                    Rudie Session IPA    1942 0.045  NA
## 155   CO                               Dale's Pale Ale (2012)     828 0.065  NA
## 156   CO                               Black Raspberry Nectar    1373 0.080  NA
## 157   CO                                      Hammer & Sickle    1581 0.090  NA
## 158   CO                             Mountain Livin' Pale Ale     613 0.060  NA
## 159   CO                             Crazy Mountain Amber Ale     356 0.052  NA
## 160   CO                                     Stout Ol' Friend    1538 0.064  NA
## 161   CO                               Dale's Pale Ale (2003)     742 0.065  NA
## 162   CO                                     Crank Yanker IPA    1382 0.078  NA
## 163   CO                Dale's Pale Ale (10 Year Anniversary)     892 0.065  NA
## 164   CO                                   Gordon Beer (2006)     733 0.087  NA
## 165   CO       Moe's Original Bar B Que 'Bama Brew Golden Ale    1500 0.047  NA
## 166   CO                      Screaming Eagle Special Ale ESB    1360 0.048  NA
## 167   CO                                     1554 Black Lager    1978 0.056  NA
## 168   CO                              Dolores River Dry Stout     447    NA  NA
## 169   CO                                                Lasso    2645 0.050  NA
## 170   CO                                     Kindler Pale Ale    1183 0.053  NA
## 171   CO                                  Estival Cream Stout    1297 0.058  NA
## 172   CO                                  Vernal Minthe Stout    1192 0.058  NA
## 173   CO                                  Autumnal Molé Stout     774    NA  NA
## 174   CO                                     Local 5 Pale Ale    1636 0.056  NA
## 175   CO                                           Element 29    2008 0.052  NA
## 176   CO                                    Pumpkin Patch Ale    1590 0.050  NA
## 177   CO                              Dirty Hippie Dark Wheat     927 0.053  NA
## 178   CO                                               Car 21     695 0.044  NA
## 179   CO                                       The Golden One    2295 0.063  NA
## 180   CO                                        Gordon (2005)     805 0.092  NA
## 181   CO                                         IPA & a Half    1856 0.073  NA
## 182   CO                                           Ranger IPA    2230 0.065  NA
## 183   CO                                          Blue Paddle    1975 0.048  NA
## 184   CO                                     California Route    1737 0.055  NA
## 185   CO                               Upslope India Pale Ale      79 0.072  NA
## 186   CO                                                Chaka     661 0.080  NA
## 187   CO                                     Colorado Red Ale    1847 0.066  NA
## 188   CO                                      River North Ale    1179 0.050  NA
## 189   CO                                       Little Red Cap    2339 0.063  NA
## 190   CO                                   Escape to Colorado    2003 0.062  NA
## 191   CO                                 Pink-I Raspberry IPA    1517 0.068  NA
## 192   CO                       WinterWonderGrass Festival Ale    1163    NA  NA
## 193   CO                             Pumpkin Patch Ale (2012)    1014 0.050  NA
## 194   CT                                          Sea Hag IPA     885 0.062  NA
## 195   CT                      668 Neighbor of the Beast12 oz.     568 0.090  NA
## 196   CT                                   Misty Mountain IPA    1132 0.070  NA
## 197   CT                            Atlantic Amber Ale (2004)     757 0.050  NA
## 198   CT                Gandhi-Bot Double IPA (16 oz.) (2010)      42 0.088  NA
## 199   CT                                        Back East Ale    1131 0.050  NA
## 200   CT                                 Back East Golden Ale    1426 0.049  NA
## 201   CT                                              Pursuit    2026 0.070  NA
## 202   CT                                Sea Hag IPA (Current)      39 0.062  NA
## 203   CT                                  Workers Comp Saison    1170 0.048  NA
## 204   CT                                     Elm City Pilsner     884 0.050  NA
## 205   CT                                 No Limits Hefeweizen    1285 0.050  NA
## 206   CT                                        Black Hop IPA    2368 0.068  NA
## 207   CT                                     Ol' Factory Pils    1169 0.050  NA
## 208   CT                                     Back East Porter    1483 0.060  NA
## 209   CT                                      Broad Brook Ale    2456 0.061  NA
## 210   CT                                 Half Full Bright Ale    1361 0.052  NA
## 211   CT                             Honeyspot Road White IPA    1189 0.060  NA
## 212   CT            668 Neighbor of the Beast (16 oz.) (2010)      43 0.090  NA
## 213   DE                                     Appreciation Ale    1784    NA  NA
## 214   DC                                  Penn Quarter Porter    1092 0.055  NA
## 215   DC                           On the Wings of Armageddon     851 0.092  NA
## 216   DC                                        The Tradition    1809 0.050  NA
## 217   DC                                    Stone of Arbroath    2078 0.080  NA
## 218   FL                                     Maduro Brown Ale     571 0.055  NA
## 219   FL                                    Invasion Pale Ale    1139 0.050  NA
## 220   FL                        Humidor Series India Pale Ale    1142 0.075  NA
## 221   FL                                     Tocobaga Red Ale     569 0.072  NA
## 222   FL                                 Pablo Beach Pale Ale    1106 0.050  NA
## 223   FL                                     Maduro Brown Ale    1138 0.055  NA
## 224   FL                                            Gwar Beer    1369 0.055  NA
## 225   FL                                    Tropical Heatwave    1243 0.052  NA
## 226   FL                                         Beach Blonde    2518 0.050  NA
## 227   FL                                    Wandering Pelican    2013 0.082  NA
## 228   FL                                  Operation Homefront    2014 0.062  NA
## 229   FL                                         Bimini Twist    2519 0.070  NA
## 230   FL                                       Category 3 IPA    1685 0.061  NA
## 231   FL                               Orange Grove Wheat Ale    1095    NA  NA
## 232   FL                      Hopped on the High Seas (Citra)    1693 0.070  NA
## 233   FL                                      Mad Manatee IPA    1569 0.065  NA
## 234   FL                                            Wavemaker    2095 0.058  NA
## 235   GA                                        RecreationAle    1082 0.047  NA
## 236   GA                                           Tropicalia    2029 0.065  NA
## 237   GA                                       Long Day Lager     715 0.049  NA
## 238   GA                                          Gangway IPA     938 0.062  NA
## 239   GA                                               Athena    2028 0.045  NA
## 240   HI                               Longboard Island Lager    1220 0.046  NA
## 241   HI                                          Tsunami IPA    2185 0.072  NA
## 242   HI                               Longboard Island Lager    1070 0.046  NA
## 243   HI                                       Southern Cross    2179 0.083  NA
## 244   HI                               Longboard Island Lager     590 0.046  NA
## 245   HI                                        Big Swell IPA      31 0.062  NA
## 246   HI                                       CoCoNut Porter      32 0.057  NA
## 247   HI                                      Flyin' HI.P.Hay     435 0.068  NA
## 248   ID                                           Winterfest     995 0.084  NA
## 249   ID                                        Mutton Buster     775 0.055  NA
## 250   ID                                  Hell-Diver Pale Ale    1151 0.052  NA
## 251   ID                               Laughing Dog Cream Ale    2108 0.050  NA
## 252   ID                                     Payette Pale Ale     890 0.048  NA
## 253   ID                                    Woolybugger Wheat    1150 0.046  NA
## 254   ID                                     Laughing Dog IPA    1396 0.064  NA
## 255   ID                                        Socktoberfest    1482 0.060  NA
## 256   ID                                     Dagger Falls IPA    1596 0.063  NA
## 257   IL                      Monkey Dancing On A Razor Blade    2537 0.085  NA
## 258   IL                           312 Urban Wheat Ale (2012)     581 0.042  NA
## 259   IL                                          Tripel Deke    2536 0.082  NA
## 260   IL                                  Ghost Bike Pale Ale    1820 0.073  NA
## 261   IL                                 Love In An Ellavator    2529 0.075  NA
## 262   IL                                      Greenwood Beach    1982 0.040  NA
## 263   IL                              Mickey Finn's Amber Ale     174 0.056  NA
## 264   IL                               Golden Wing Blonde Ale     350 0.047  NA
## 265   IL                                         Pony Pilsner    1134 0.057  NA
## 266   IL                                               Wobble    2497 0.063  NA
## 267   IL                                              Testudo    1041 0.045  NA
## 268   IL                           Cut Throat Pale Ale (2011)     351 0.055  NA
## 269   IL                                    Here Gose Nothin'    2021 0.050  NA
## 270   IL                                        Freedom Fries    2109 0.055  NA
## 271   IL                                       Vinyl Frontier    2535 0.083  NA
## 272   IL                                           Fat Badger    1633 0.058  NA
## 273   IL                                            Night Cat    2246 0.058  NA
## 274   IL                                          Guest Lager    1448 0.080  NA
## 275   IL                                           Angry Adam    2134 0.060  NA
## 276   IL                                    Strawberry Blonde    2015 0.050  NA
## 277   IL                                          Gatecrasher    1939 0.066  NA
## 278   IL                                  Ball & Chain (2014)    2271 0.058  NA
## 279   IL                              Bitter Biker Double IPA    2206 0.096  NA
## 280   IL                               God Damn Pigeon Porter    2136 0.082  NA
## 281   IL                                           Heyoka IPA    1753 0.070  NA
## 282   IL                                  Gossamer Golden Ale     149 0.042  NA
## 283   IL                                     Night Cat (2014)    1630 0.058  NA
## 284   IL                                            Daft Funk    2530 0.043  NA
## 285   IL                                     Blueberry Blonde    2586 0.060  NA
## 286   IL                                  Cut Throat Pale Ale     809 0.055  NA
## 287   IL                                Hop Slayer Double IPA    1619 0.082  NA
## 288   IL                                  312 Urban Wheat Ale    1829 0.042  NA
## 289   IL                                  312 Urban Wheat Ale    2201 0.042  NA
## 290   IL                                   312 Urban Pale Ale    2202 0.054  NA
## 291   IL                      Akari Shogun American Wheat Ale    1066 0.055  NA
## 292   IL                                         In the Weeds    1632 0.055  NA
## 293   IL                                   Misty Mountain Hop    2533 0.075  NA
## 294   IL                                  Hoperation Overload    1888 0.096  NA
## 295   IL                                        Weissenheimer    2550 0.052  NA
## 296   IL                                      Fascist Pig Ale     935 0.080  NA
## 297   IL                                           Smittytown    2155 0.048  NA
## 298   IL                         Hop Slayer Double IPA (2011)     430 0.082  NA
## 299   IL                                    Outlaw IPA (2015)     642 0.065  NA
## 300   IL                         Hop Slayer Double IPA (2011)     740 0.082  NA
## 301   IL                                            Meat Wave     849 0.060  NA
## 302   IL                                          Spin Doctor    2528 0.053  NA
## 303   IL                                       Moped Traveler    2554 0.055  NA
## 304   IL                                       Paddy Pale Ale     162 0.056  NA
## 305   IL                                        Anti-Hero IPA     415 0.065  NA
## 306   IL                                    One-Hit Wonderful    2532 0.075  NA
## 307   IL                                       Nuclear Winter    1663 0.086  NA
## 308   IL                                     Hardcore Chimera    1981 0.090  NA
## 309   IN                                         Cone Crusher    2131 0.086  NA
## 310   IN                                            Citrafest    2602 0.050  NA
## 311   IN                              Farmer's Daughter Wheat    1956 0.042  NA
## 312   IN                                                 Jade    2258 0.055  NA
## 313   IN                        General George Patton Pilsner    1967 0.054  NA
## 314   IN                               Beer Agent Re-Ignition    2303 0.053  NA
## 315   IN                                            Coconoats    2464 0.065  NA
## 316   IN                                    Sophomoric Saison    2099 0.072  NA
## 317   IN                                              Foreman    2259 0.065  NA
## 318   IN                                  Amazon Princess IPA    2168 0.062  NA
## 319   IN                                     People's Pilsner    1794 0.045  NA
## 320   IN                                           Cherry Ale    1990 0.057  NA
## 321   IN                                           Galaxyfest    2603 0.065  NA
## 322   IN                                                Alloy     951 0.058  NA
## 323   IN                                       The Velvet Fog     923 0.090  NA
## 324   IN                                       Cherry Ale (1)     639 0.057  NA
## 325   IN                                  Aurora Lager (2011)     626 0.057  NA
## 326   IN                                    Mound Builder IPA    2175 0.065  NA
## 327   IN                                         White Reaper    2432 0.070  NA
## 328   IN                                  Rivet Irish Red Ale     950 0.051  NA
## 329   IN                                           Joey Wheat    2160 0.068  NA
## 330   IN                                Overlord Imperial IPA    1449 0.085  NA
## 331   IN                                 Insert Hop Reference    2619 0.058  NA
## 332   IN                                        Sex and Candy    2262 0.075  NA
## 333   IN                                         Black Exodus    2261 0.077  NA
## 334   IN                                             Deflator    2624 0.065  NA
## 335   IN                                        Wrath of Pele    2608 0.065  NA
## 336   IN                           Wee Mac Scottish-Style Ale     213 0.054  NA
## 337   IN                                   Sunlight Cream Ale      55 0.053  NA
## 338   IN                               Osiris Pale Ale (2010)      54 0.056  NA
## 339   IN                                               Voodoo    2429 0.048  NA
## 340   IN                                         Kreamed Corn    2470 0.060  NA
## 341   IN                                            The Deuce     934 0.070  NA
## 342   IN                                       3:33 Black IPA    2158 0.072  NA
## 343   IN                                                  MCA    2072 0.068  NA
## 344   IN                            Great Crescent Blonde Ale    1699 0.053  NA
## 345   IN                                  Lake Street Express    2260 0.045  NA
## 346   IN                                         Lift Off IPA    1623 0.072  NA
## 347   IN                          Sun King Oktoberfest (2011)     526 0.055  NA
## 348   IN                                         Blonde Czich    2604 0.049  NA
## 349   IN                                           Bobblehead    2431 0.051  NA
## 350   IN                             Great Crescent Brown Ale     649 0.045  NA
## 351   IN                                             Pail Ale    2017 0.055  NA
## 352   IN                          Frosted Fields Winter Wheat     615 0.060  NA
## 353   IA                            Capital Gold Golden Lager     969 0.048  NA
## 354   IA                                       Sucha Much IPA    2163 0.071  NA
## 355   IA                                   Roller Dam Red Ale     864 0.054  NA
## 356   IA                                       Des Moines IPA     970 0.068  NA
## 357   KS                           Vanilla Bean Buffalo Sweat    1063 0.050  NA
## 358   KS              Oregon Trail Unfiltered Raspberry Wheat     616 0.045  NA
## 359   KS                             Halcyon Unfiltered Wheat     676 0.050  NA
## 360   KS                                        Tallgrass IPA     101 0.063  NA
## 361   KY                                          Rico Sauvin    2678 0.076  NA
## 362   KY                                       The Brown Note    2674 0.050  NA
## 363   KY                                       West Sixth IPA     652    NA  NA
## 364   KY                                        Christmas Ale    2439 0.090  NA
## 365   KY                                      Kentucky Kölsch    1535 0.043  NA
## 366   KY                                         Pile of Face    2675 0.060  NA
## 367   LA                               Voodoo Bengal Pale Ale     495 0.055  NA
## 368   LA                                        Commotion APA    1923 0.052  NA
## 369   LA                                       Hopitoulas IPA     486 0.065  NA
## 370   LA                            Southern Drawl Pale Lager    1922 0.052  NA
## 371   LA                                       NOLA Brown Ale     485 0.039  NA
## 372   ME                                      Clean Shave IPA    2426 0.067  NA
## 373   ME                                      Monkey Fist IPA    1539 0.069  NA
## 374   ME                               Maine Island Trail Ale    1807 0.043  NA
## 375   ME                                       Summer Swelter    1209 0.047  NA
## 376   ME                                           Sexy Chaos    1716 0.099  NA
## 377   ME                             On the Count of 3 (2015)    1778 0.070  NA
## 378   ME                                  Shipyard Summer Ale     975 0.051  NA
## 379   ME                                         Stowaway IPA     182 0.069  NA
## 380   ME                     Tarnation California-Style Lager    1855 0.053  NA
## 381   ME                                   Geary's Summer Ale    1311 0.060  NA
## 382   ME                          Sunsplash Golden Ale (2004)     922 0.045  NA
## 383   ME                                   Hayride Autumn Ale     910 0.066  NA
## 384   ME                                           Amber Road     533 0.055  NA
## 385   ME                                      Shipyard Export     727 0.051  NA
## 386   ME                           Phantom Punch Winter Stout     954 0.068  NA
## 387   ME                           Cant Dog Imperial Pale Ale     725 0.097  NA
## 388   ME                                 Pamola Xtra Pale Ale     183 0.049  NA
## 389   MD                             Farmer's Daughter Blonde    2516 0.051  NA
## 390   MD                                        Snake Dog IPA     608 0.071  NA
## 391   MD                                       Vanilla Porter    2513 0.047  NA
## 392   MD                                             Brontide    1983 0.050  NA
## 393   MD                              Underdog Atlantic Lager     607 0.047  NA
## 394   MD                                       Pump House IPA    2515 0.055  NA
## 395   MD                                   Birdhouse Pale Ale    1945 0.050  NA
## 396   MD                                     Davy Jones Lager     988 0.060  NA
## 397   MD                                         Resurrection      94 0.070  NA
## 398   MA                                  Harpoon Octoberfest    1313 0.055  NA
## 399   MA                                         Cape Cod Red    1928 0.055  NA
## 400   MA                                    413 Farmhouse Ale    1001 0.060  NA
## 401   MA                                          UFO Pumpkin    1340 0.059  NA
## 402   MA                                        Dead-Eye DIPA    2067 0.090  NA
## 403   MA                              Samuel Adams Summer Ale    1144 0.053  NA
## 404   MA                                   Notch Session Pils    1190 0.040  NA
## 405   MA                            Samuel Adams Winter Lager    1427 0.056  NA
## 406   MA                                         Porch Rocker    1830 0.045  NA
## 407   MA                                           Excess IPL    2671 0.072  NA
## 408   MA                                     Green Monsta IPA    1845 0.060  NA
## 409   MA                                           Marblehead    1811 0.055  NA
## 410   MA                                      Cranberry Blend    1246 0.049  NA
## 411   MA                                            Cold Snap    1601 0.055  NA
## 412   MA                                  Flower Child (2014)    2256 0.065  NA
## 413   MA                                 Newburyport Pale Ale     913 0.055  NA
## 414   MA                                          Harpoon IPA    1379 0.059  NA
## 415   MA                                   Charlie in the Rye    1550 0.058  NA
## 416   MA                                         Boston Lager    1143 0.049  NA
## 417   MA                                          House Lager    2673 0.052  NA
## 418   MA                                  Harpoon Summer Beer    1380 0.050  NA
## 419   MA                                         Beach Blonde    1927 0.049  NA
## 420   MA                                      Lost Sailor IPA    1900 0.055  NA
## 421   MA                                       Green Head IPA     915 0.072  NA
## 422   MA                                       UFO Gingerland    2059 0.052  NA
## 423   MA                                             Calyptra    2669 0.049  NA
## 424   MA                                  Banner American Rye    1644 0.045  NA
## 425   MI                                          Old Detroit    1998 0.056  NA
## 426   MI                                         Agent a Deux    1959 0.065  NA
## 427   MI                          Trebuchet Double IPA (2012)     669 0.097  NA
## 428   MI                                    Pepper in the Rye    2023 0.063  NA
## 429   MI                                Widow Maker Black Ale      60    NA  NA
## 430   MI                                    Undertaker (2014)    1976 0.067  NA
## 431   MI                                       W.I.P.A Snappa    2086 0.053  NA
## 432   MI                                       The Grand Army    2476 0.055  NA
## 433   MI                                         North French    1973 0.060  NA
## 434   MI                                       Vanilla Porter    2587 0.070  NA
## 435   MI                                             Coq D'Or    1974 0.050  NA
## 436   MI                                Lift Bridge Brown Ale      59    NA  NA
## 437   MI                                           Mind Games    2465 0.041  NA
## 438   MI                                           Rye Porter    2240 0.056  NA
## 439   MI                                           Root Stock    2466 0.066  NA
## 440   MI                                        SNO White Ale    1273 0.048  NA
## 441   MI                                          Moe Lasses'    2006 0.064  NA
## 442   MI                                                Black    2631 0.058  NA
## 443   MI                                      Viking Ice Hole    2241 0.063  NA
## 444   MI                                      Totally Roasted    1378 0.068  NA
## 445   MI                                          Smoky Wheat    2101 0.051  NA
## 446   MI                                        Zaison (2012)     671 0.090  NA
## 447   MI                                  Pick Axe Blonde Ale      58    NA  NA
## 448   MI                                 Red Jacket Amber Ale      57    NA  NA
## 449   MI                                      Smooth Operator    2307 0.038  NA
## 450   MI                                                 Gold    2632 0.048  NA
## 451   MI                                              51K IPA    1481 0.070  NA
## 452   MI                                   Big Red Coq (2012)     677 0.062  NA
## 453   MI                                           Horny Monk    1403 0.069  NA
## 454   MI                                 Wizard Burial Ground    2137 0.099  NA
## 455   MI                                         Nuit Serpent    2498 0.050  NA
## 456   MI                                                BRIPA    2092 0.062  NA
## 457   MI                                         Hotbox Brown    2633 0.055  NA
## 458   MI                                        Manitou Amber    2468 0.053  NA
## 459   MI                                          All Day IPA    1223 0.047  NA
## 460   MI                                         Beach Patrol    2499 0.065  NA
## 461   MI                                            Dark Star    2639 0.080  NA
## 462   MI                                 Contemplation (2012)     873 0.065  NA
## 463   MI                           Olde Ore Dock Scottish Ale     364    NA  NA
## 464   MI                                     Lighthouse Amber    2354 0.052  NA
## 465   MI           Vivant Belgian Style Imperial Stout (2012)     860 0.099  NA
## 466   MI                                         Pumpkin Tart    1997 0.070  NA
## 467   MI                                    Coconut Brown Ale    1496 0.068  NA
## 468   MI                                   Blood Orange Honey    2379 0.057  NA
## 469   MI                                 Vivant Tripel (2012)     670 0.092  NA
## 470   MI                                         Ginger Peach    2244 0.069  NA
## 471   MI             G. B. Russo’s Italian Pistachio Pale Ale    2638 0.052  NA
## 472   MI                                           Ski Patrol    2290 0.061  NA
## 473   MI                                            Sous Chef    2433 0.082  NA
## 474   MI                                         Batch 69 IPA    1556 0.069  NA
## 475   MI                                            Michelada    2495 0.052  NA
## 476   MI                                              Whitsun     390 0.062  NA
## 477   MI                                              Reactor    2448 0.070  NA
## 478   MI                                          Train Wreck    1952 0.082  NA
## 479   MI                                   Sietsema Red Label    2353 0.069  NA
## 480   MI                                          Belgian Wit    1958 0.045  NA
## 481   MI                                              Sparkle    2635 0.041  NA
## 482   MI                                        Mind's Eye PA    1402 0.067  NA
## 483   MI                                          Star Runner    2636 0.060  NA
## 484   MI                    98 Problems (Cuz A Hop Ain't One)    2630 0.065  NA
## 485   MI                                   BRIK Irish Red Ale     365 0.048  NA
## 486   MI                                         Sky High Rye     413 0.060  NA
## 487   MI                                        U. P. Witbier    2472    NA  NA
## 488   MI                                        Dirty Bastard    2625 0.085  NA
## 489   MI                                           Hard Apple    1376 0.068  NA
## 490   MI                                    Cherry Doppelbock    2504 0.065  NA
## 491   MI                                            Blue Gold    1377 0.068  NA
## 492   MI                                      Acidulated Trip    2467 0.059  NA
## 493   MI                                          Cherry Bomb    1984 0.069  NA
## 494   MI                      Uncle John's Apple Cherry Cider    1704 0.065  NA
## 495   MI                             Veteran’s Pale Ale (VPA)    2629 0.050  NA
## 496   MI                                Tart Side of the Moon    1136 0.098  NA
## 497   MI                                      Lazy Daze Lager    1280 0.055  NA
## 498   MI                                    Rochester Red Ale     899 0.059  NA
## 499   MI                                            Gunga Din    2242 0.052  NA
## 500   MI                                        Pothole Stout    1949 0.063  NA
## 501   MI                                               Oberon    1989 0.058  NA
## 502   MI                               November Gale Pale Ale     779    NA  NA
## 503   MI                                    Screamin’ Pumpkin    2142 0.050  NA
## 504   MI                                           Mr. Orange    2447 0.057  NA
## 505   MI                                          Super G IPA    1498 0.060  NA
## 506   MI                                           Grind Line    2138 0.050  NA
## 507   MI                                 Escoffier Bretta Ale     909 0.092  NA
## 508   MI                                 Barrel Aged Triomphe    2541 0.065  NA
## 509   MI                                           Hop A-Peel    2503 0.075  NA
## 510   MI                                    Pine Knob Pilsner    2074 0.053  NA
## 511   MI                                        Peck's Porter    2640 0.065  NA
## 512   MI                          Twisted Helles Summer Lager    1208 0.055  NA
## 513   MI                      Cal and Co. Black Cherry Porter    1724    NA  NA
## 514   MI                                     Grand Circus IPA     528 0.050  NA
## 515   MI                                  Vanilla Java Porter    2502 0.055  NA
## 516   MI                                     Dirty Blonde Ale     534 0.045  NA
## 517   MI                                              Belfort    2637 0.067  NA
## 518   MI                                   Norm's Gateway IPA    2007 0.040  NA
## 519   MI                     Uncle John's Apricot Apple Cider    1703 0.065  NA
## 520   MI                                    North Third Stout    2153 0.060  NA
## 521   MI                                        Vivant Tripel    1178 0.082  NA
## 522   MI                                     Beasts A'Burnin'    2548 0.070  NA
## 523   MI                                             Triomphe     384 0.065  NA
## 524   MI                                           Fat Paczki    2382    NA  NA
## 525   MI                                               Oberon    2494 0.058  NA
## 526   MI                                        Beach Cruiser    2547 0.045  NA
## 527   MI                                           Best Brown    1955 0.058  NA
## 528   MI                                  Will Power Pale Ale    1276 0.047  NA
## 529   MI                                              El Rojo    2140 0.065  NA
## 530   MI                                              Smitten    2325 0.060  NA
## 531   MI                                          Big Red Coq    1044 0.060  NA
## 532   MN                                Stir Crazy Winter Ale    1691 0.065  NA
## 533   MN                      Overrated! West Coast Style IPA    1112 0.073  NA
## 534   MN                                Sweet Yamma Jamma Ale    1555 0.050  NA
## 535   MN                                                  WET     329 0.075  NA
## 536   MN                                     Farm Girl Saison    1168 0.060  NA
## 537   MN                                             Doomtree    2409 0.057  NA
## 538   MN                                 Day Tripper Pale Ale     728 0.054  NA
## 539   MO                                O'Fallon Pumpkin Beer    1264 0.055  NA
## 540   MO                                            Alter Ego    2287 0.055  NA
## 541   MO                                         Contact High    1870 0.050  NA
## 542   MO                                Black Bear Dark Lager    1051 0.046  NA
## 543   MO                                            5 Day IPA    1258 0.061  NA
## 544   MO                                Passion Fruit Prussia    2545 0.035  NA
## 545   MO                                          Royal Lager    2364    NA  NA
## 546   MO                                      O'Fallon Wheach     128 0.051  NA
## 547   MO                               Reprise Centennial Red    2288 0.060  NA
## 548   MO                                       Golden Pilsner    1046 0.050  NA
## 549   MO                                       India Pale Ale    2460 0.063  NA
## 550   MT                         Moose Drool Brown Ale (2011)     767 0.051  NA
## 551   MT                             Montana Trout Slayer Ale    1712 0.050  NA
## 552   MT                                  Scape Goat Pale Ale    1713 0.050  NA
## 553   MT                                Moose Drool Brown Ale    1711 0.051  NA
## 554   MT                                       Mystical Stout     826 0.054  NA
## 555   MT                         Cold Smoke Scotch Ale (2007)     760 0.065  NA
## 556   MT                                        Beltian White     181 0.048  NA
## 557   MT                                Cold Smoke Scotch Ale      85 0.065  NA
## 558   MT                      Montana Trout Slayer Ale (2012)     766 0.050  NA
## 559   MT                                          Big Sky IPA    1714 0.062  NA
## 560   MT                                         Summer Honey     168 0.047  NA
## 561   NE                            1800 Big Log Wheat (2012)    1564 0.050  NA
## 562   NE                              Nebraska India Pale Ale    1148 0.065  NA
## 563   NE                                      Leatherhead Red    1889 0.052  NA
## 564   NE                                Pernicious Double IPA    1319 0.096  NA
## 565   NE                         Last Call Imperial Amber Ale    1320 0.080  NA
## 566   NE                               Brunette Nut Brown Ale    1146 0.048  NA
## 567   NE                               Cornstalker Dark Wheat     121    NA  NA
## 568   NE                              Golden Frau Honey Wheat     122 0.075  NA
## 569   NE                                       Hopluia (2004)     763    NA  NA
## 570   NE                            6-4-3 Double Play Pilsner    1303 0.052  NA
## 571   NE                                  Double Play Pilsner    1541    NA  NA
## 572   NE                                    1335 Wicked Snout     942 0.064  NA
## 573   NE                          Cropduster Mid-American IPA    1222 0.065  NA
## 574   NV                Original Orange Blossom Ale (Current)      27 0.058  NA
## 575   NV                          Joseph James American Lager     467 0.052  NA
## 576   NV                          Tule Duck Red Ale (Current)      28 0.062  NA
## 577   NH                                          Hop Session    2572 0.050  NA
## 578   NH                                   Iron Mike Pale Ale     336 0.056  NA
## 579   NH                            Blueberry Berliner Weisse    2571 0.055  NA
## 580   NH                                      4000 Footer IPA    2417 0.065  NA
## 581   NH                                          Summer Brew    2306 0.028  NA
## 582   NM                                  Imperial Java Stout     305 0.080  NA
## 583   NM                               Santa Fe Irish Red Ale     599 0.045  NA
## 584   NM                                    Freestyle Pilsner     304 0.055  NA
## 585   NY                                         Toxic Sludge     939 0.070  NA
## 586   NY                            Saranac Pale Ale (16 oz.)     133 0.055  NA
## 587   NY                                            The Crisp    1388 0.054  NA
## 588   NY                                        Righteous Ale    1386 0.063  NA
## 589   NY                              Bomb Lager (New Recipe)     577 0.051  NA
## 590   NY                                                  Rad    2266 0.032  NA
## 591   NY                                               3Beans    1020 0.099  NA
## 592   NY                       Saranac Golden Pilsener (2003)     960 0.051  NA
## 593   NY                                Bronx Summer Pale Ale    1748 0.052  NA
## 594   NY                                  East India Pale Ale    1279 0.068  NA
## 595   NY                                   Autumnation (2013)    1591 0.067  NA
## 596   NY                                      Snapperhead IPA      51 0.068  NA
## 597   NY                             Heinnieweisse Weissebier      52 0.049  NA
## 598   NY                                    Porkslap Pale Ale      49 0.043  NA
## 599   NY                                            Cream Ale    2050 0.042  NA
## 600   NY                                        Toasted Lager     665 0.055  NA
## 601   NY                              Bomb Lager (Old Recipe)     513 0.045  NA
## 602   NY                                Blue Point Summer Ale     667 0.044  NA
## 603   NY                                       Our Legacy IPA    1831 0.065  NA
## 604   NY                                         Molotov Lite    2248 0.085  NA
## 605   NY                                              Abigale    2443 0.080  NA
## 606   NY                                       Our Legacy IPA    1135 0.065  NA
## 607   NY                            Saranac Summer Ale (2011)     453 0.047  NA
## 608   NY                                    Saranac White IPA     686 0.060  NA
## 609   NY                                    Moo Thunder Stout      50 0.049  NA
## 610   NY                      Hipster Ale (Westbrook Brewing)     640 0.055  NA
## 611   NC                                     THP Light (2006)     868    NA  NA
## 612   NC                                             Old Chub    1175 0.080  NA
## 613   NC                                       GreyBeard™ IPA    1760 0.069  NA
## 614   NC                                          Hot Rod Red     702 0.061  NA
## 615   NC                                         Cack-A-Lacky    1658 0.050  NA
## 616   NC                                            Shiva IPA     428 0.060  NA
## 617   NC                                     THP White (2006)     870    NA  NA
## 618   NC                                      Salamander Slam    2254 0.070  NA
## 619   NC                                      THP Dark (2006)     867    NA  NA
## 620   NC                               Carolina Blonde (2006)     783 0.050  NA
## 621   NC                                         King Coconut    2106 0.054  NA
## 622   NC                     Farmer Ted's Farmhouse Cream Ale     480 0.056  NA
## 623   NC                                          Sweet Josie    2326 0.061  NA
## 624   NC                                         Ninja Porter     429 0.053  NA
## 625   NC                                      Dale's Pale Ale    1065 0.065  NA
## 626   NC                                        Shotgun Betty    2327 0.058  NA
## 627   NC                             Gateway Kolsch Style Ale    1300 0.053  NA
## 628   NC                              Triangle India Pale Ale     594 0.057  NA
## 629   NC                                             Ten Fidy    1532 0.099  NA
## 630   NC                                     White Zombie Ale     638 0.047  NA
## 631   NC                                             G'KNIGHT    1533 0.087  NA
## 632   NC                             Peanut Butter Jelly Time    2446 0.058  NA
## 633   OH                                         Whitecap Wit    1882 0.048  NA
## 634   OH                                      Mystic Mama IPA     689 0.070  NA
## 635   OH                               Suncaster Summer Wheat    2427 0.050  NA
## 636   OH                                 Stone Fort Brown Ale    1768 0.053  NA
## 637   OH                                    Firefly Amber Ale     688 0.050  NA
## 638   OH                                     Golden Ratio IPA    1765 0.070  NA
## 639   OH                                                Truth    1852 0.072  NA
## 640   OH                                   Big Star White IPA    2424 0.070  NA
## 641   OH                                               Cougar    1851 0.048  NA
## 642   OH                               Brass Knuckle Pale Ale    2425 0.057  NA
## 643   OH                                              Panther    1993 0.058  NA
## 644   OH                           Angry Orchard Apple Ginger    1294 0.050  NA
## 645   OH                      Chomolungma Honey Nut Brown Ale     687 0.067  NA
## 646   OH                                                  Zen    1935 0.043  NA
## 647   OK                                     Choc Beer (2003)     781 0.040  NA
## 648   OK                                           Gran Sport    2252 0.052  NA
## 649   OK                                         Native Amber    2213 0.063  NA
## 650   OK                                        Washita Wheat     420 0.053  NA
## 651   OK                                   Session '33 (2011)     699 0.040  NA
## 652   OK                                  Native Amber (2013)     170 0.063  NA
## 653   OR                         Abominable Winter Ale (2012)     916 0.073  NA
## 654   OR                                            HUB Lager     658 0.051  NA
## 655   OR                                  Hopworks IPA (2012)     653 0.066  NA
## 656   OR                                        Nice Rack IPA    1282 0.055  NA
## 657   OR                                       P-Town Pilsner    2403 0.040  NA
## 658   OR                                   Klickitat Pale Ale    2402 0.053  NA
## 659   OR                             Yellow Wolf Imperial IPA    2401 0.082  NA
## 660   OR                                     Caldera Pale Ale    1419 0.056  NA
## 661   OR                                      Double D Blonde    2195 0.049  NA
## 662   OR                                     Frankenlou's IPA     918 0.070  NA
## 663   OR                             Becky's Black Cat Porter     917 0.070  NA
## 664   OR                                     Post Time Kölsch    2204 0.050  NA
## 665   OR                                          Ginja Ninja    2318 0.060  NA
## 666   OR                                         Rhubarbarian    2169 0.060  NA
## 667   OR                                          BrightCider    1502 0.060  NA
## 668   OR                              Hopportunity Knocks IPA    2315 0.068  NA
## 669   OR                                    Pilot Rock Porter    1808 0.060  NA
## 670   OR                                  Ultra Gnar Gnar IPA    2323 0.067  NA
## 671   OR                             Ashland Amber Ale (2009)     794 0.054  NA
## 672   OR                                   Caldera IPA (2009)     793 0.061  NA
## 673   OR                                   Trolley Stop Stout    1580 0.057  NA
## 674   OR                                     Poop Deck Porter     979 0.062  NA
## 675   OR                              Old Red Beard Amber Ale     978 0.060  NA
## 676   OR                              Caldera Pale Ale (2007)     788 0.056  NA
## 677   OR                              Caldera Pale Ale (2011)      38 0.056  NA
## 678   OR                                    Ashland Amber Ale      37 0.054  NA
## 679   OR                                          Caldera IPA      36 0.061  NA
## 680   OR                              Hop in the ‘Pool Helles    2404 0.049  NA
## 681   OR                             Next Adventure Black IPA    1566 0.062  NA
## 682   OR                                Occidental Hefeweizen    2192 0.047  NA
## 683   OR                                    Lost Meridian Wit    2188 0.050  NA
## 684   OR              Celestial Meridian Cascadian Dark Lager    2187 0.051  NA
## 685   PA                                      Babbling Blonde    1103 0.053  NA
## 686   PA                                      Yunkin' Punkin'    1600 0.055  NA
## 687   PA                             Station 33 Firehouse Red    1305 0.055  NA
## 688   PA                                         Kiss Off IPA    1782 0.063  NA
## 689   PA                                         Festivus (1)    1628 0.072  NA
## 690   PA                                  Hopsmith Pale Lager    1828 0.060  NA
## 691   PA                                             Pilzilla    1488 0.075  NA
## 692   PA                               OH-PA Session Pale Ale    1878 0.048  NA
## 693   PA                                       Good Vibes IPA    1603 0.073  NA
## 694   PA                                      Alpha Blackback    1841 0.072  NA
## 695   PA                                     Patrick's Poison    1877 0.080  NA
## 696   PA                                             Gran Met    1729 0.092  NA
## 697   PA                            Belgian Style Session Ale    1625 0.045  NA
## 698   PA                                             Hop Lace    1879 0.062  NA
## 699   PA                                       American Amber    2232 0.041  NA
## 700   PA                                        American Hero    1688 0.057  NA
## 701   PA                                  Dog Days Summer Ale    1552 0.045  NA
## 702   PA                                         Manayunk IPA    1624 0.055  NA
## 703   PA                               Troegenator Doublebock    1510 0.082  NA
## 704   PA                               Falling Down Brown Ale    1487 0.065  NA
## 705   PA                                        Rudolph's Red    1764 0.081  NA
## 706   PA                               Maxwell's Scottish Ale    1102 0.051  NA
## 707   PA                                     Royal Weisse Ale      22 0.056  NA
## 708   PA                                            Passenger    2298 0.047  NA
## 709   PA                                 Manayunk Oktoberfest    1626 0.067  NA
## 710   PA                        All Aboard! Anniversary Stout    1880 0.071  NA
## 711   PA                                       Headless Wylie    2049 0.080  NA
## 712   PA                                         Adam's Stout    1832 0.058  NA
## 713   PA                                 Original Slacker Ale    1842 0.056  NA
## 714   PA                                        Perpetual IPA    1509 0.075  NA
## 715   PA                                            Paleo IPA    1307 0.060  NA
## 716   PA                                 Celestial Blonde Ale     900 0.065  NA
## 717   PA                                    Slimy Pebble Pils    1304 0.045  NA
## 718   PA                                            Lionshead    2455 0.045  NA
## 719   PA                                 Resolution Rye Stout    1486 0.068  NA
## 720   PA                                        Pikeland Pils      21 0.049  NA
## 721   PA                               Wynona's Big Brown Ale    1730 0.075  NA
## 722   PA                              White Magick of the Sun    1769 0.079  NA
## 723   PA                                           Dayman IPA    2048 0.050  NA
## 724   PA                                    Oktoberfest Lager     166 0.058  NA
## 725   PA                                     Buck Snort Stout    1306 0.061  NA
## 726   PA                                Straub Beer (Current)    2369 0.050  NA
## 727   PA                                        Sunshine Pils    2203 0.045  NA
## 728   PA                                           Sanctified    2249 0.099  NA
## 729   PA                                          Schweet Ale    1687 0.052  NA
## 730   PA                        Lancaster German Style Kölsch     195 0.048  NA
## 731   PA                           Hala Kahiki Pineapple Beer    1098 0.048  NA
## 732   PA                                      Summer Paradise    1484 0.050  NA
## 733   PA                                              113 IPA      24 0.070  NA
## 734   PA                                        One Nut Brown    1834 0.047  NA
## 735   RI                               Narragansett Cream Ale     580 0.050  NA
## 736   RI                   Flying Jenny Extra Pale Ale (2012)     693 0.060  NA
## 737   RI                              Raincloud Robust Porter     982 0.065  NA
## 738   RI                                         Backyahd IPA     983 0.060  NA
## 739   RI                               Autumn Winds Fest Beer    2461 0.058  NA
## 740   RI                           Hurricane Amber Ale (2004)     751 0.052  NA
## 741   RI                        Leaning Chimney Smoked Porter     984 0.060  NA
## 742   SC                                             Boy King    2652 0.097  NA
## 743   SC                                               HopArt    2653 0.077  NA
## 744   SC                                             Dead Arm    2655 0.060  NA
## 745   SC                                       Westbrook Gose    1312 0.040  NA
## 746   SC                                      32°/50° Kölsch     2654 0.048  NA
## 747   SC                                             One Claw    1542 0.055  NA
## 748   SD                                             Mjöllnir    1804 0.066  NA
## 749   SD                                     Canyon Cream Ale     542 0.055  NA
## 750   SD                               Easy Livin' Summer Ale    1301 0.045  NA
## 751   SD                             Bear Butte Nut Brown Ale    1602 0.055  NA
## 752   TN                                    Big River Pilsner     643 0.050  NA
## 753   TX                                     Quakertown Stout    1333 0.092  NA
## 754   TX                                      Special Release    2210    NA  NA
## 755   TX                                   Barn Burner Saison    1068 0.066  NA
## 756   TX                                        Broken Bridge    2117 0.056  NA
## 757   TX                                            Lobo Lito    2238 0.040  NA
## 758   TX                               Sympathy for the Lager     465 0.049  NA
## 759   TX                                   Double Brown Stout    1203 0.070  NA
## 760   TX                             Hopadillo India Pale Ale     463 0.066  NA
## 761   TX                                     Karbachtoberfest    1458 0.055  NA
## 762   TX                                  Deep Ellum Pale Ale    1827 0.060  NA
## 763   TX                                     Humbucker Helles    2367 0.047  NA
## 764   TX                                  Big Bend Hefeweizen    1155 0.056  NA
## 765   TX                               Rodeo Clown Double IPA     666 0.095  NA
## 766   TX                                       El Chingon IPA    1874 0.076  NA
## 767   TX                          Robert Earl Keen Honey Pils    2144 0.050  NA
## 768   TX                      Sir William's English Brown Ale    2127 0.049  NA
## 769   TX                                          First Stand    2119 0.055  NA
## 770   TX                                              Walloon    2267 0.055  NA
## 771   TX                                           Pearl-Snap     341 0.053  NA
## 772   TX                              La Frontera Premium IPA    1158 0.078  NA
## 773   TX                              Greenbelt Farmhouse Ale    1332 0.051  NA
## 774   TX                     Pete's Wicked Summer Brew (2002)    1055 0.047  NA
## 775   TX                                          Tejas Lager    1157 0.047  NA
## 776   TX                                Lakefire Rye Pale Ale    2126 0.055  NA
## 777   TX                        Firemans #4 Blonde Ale (2015)     830 0.051  NA
## 778   TX                                             Evil Owl    2167 0.052  NA
## 779   TX                     Pete's Wicked Summer Brew (1997)    1054 0.047  NA
## 780   TX                   Love Street Summer Seasonal (2014)    1235 0.047  NA
## 781   TX                       Monarch Classic American Wheat    2129 0.043  NA
## 782   TX                                            Kol' Beer    1969 0.050  NA
## 783   TX                                      Mother in Lager    1560 0.058  NA
## 784   TX                                        Neato Bandito    2371 0.060  NA
## 785   TX                       Elliott's Phoned Home Pale Ale    1182 0.051  NA
## 786   TX                                             Skylight    2043 0.056  NA
## 787   TX                                         More Cowbell    2123 0.090  NA
## 788   TX                Pete's Wicked Bohemian Pilsner (1997)    1060 0.049  NA
## 789   TX                     Pete's Wicked Summer Brew (1996)    1053 0.047  NA
## 790   TX                                         Weisse Versa     464 0.052  NA
## 791   UT                               Devastator Double Bock    1824 0.080  NA
## 792   UT                  Wasatch Ghostrider White IPA (2014)    1682 0.060  NA
## 793   UT                   Squatters Full Suspension Pale Ale    1826 0.040  NA
## 794   UT                                   Cutthroat Pale Ale    1088 0.040  NA
## 795   UT                                     Dead Horse Amber     902 0.040  NA
## 796   UT                                Bohemian Export Lager    1607 0.060  NA
## 797   UT                   Squatters Full Suspension Pale Ale    1679 0.040  NA
## 798   UT                                Altus Bohemes Altbier    1597 0.053  NA
## 799   UT                                               PUNK'N    2310 0.050  NA
## 800   VT                                      Vermont Pilsner    2583 0.048  NA
## 801   VT                                        Second Fiddle    1929 0.082  NA
## 802   VT                                Mosaic Single Hop IPA    2582 0.055  NA
## 803   VT                              Curious Traveler Shandy    1732 0.044  NA
## 804   VT                                   Long Trail Ale (1)     573 0.046  NA
## 805   VT                                         Hodad Porter    1858 0.055  NA
## 806   VT                                             Just IPA    1749 0.046  NA
## 807   VT                                                   #9    1813 0.051  NA
## 808   VT                                           Hyzer Flip    2027 0.082  NA
## 809   VA                           Wild Wolf American Pilsner    1195 0.045  NA
## 810   VA                                Main St. Virginia Ale    1248 0.050  NA
## 811   WA                                       Supergoose IPA    1857 0.069  NA
## 812   WA                                          Clem's Gold    1530 0.053  NA
## 813   WA                                   Panorama Wheat Ale     451 0.046  NA
## 814   WA                                        Underachiever    1039 0.050  NA
## 815   WA                             Hale's Pale American Ale    1440 0.047  NA
## 816   WA                                 Dusty Trail Pale Ale    1474 0.054  NA
## 817   WA                                           Havanüther    1526 0.041  NA
## 818   WA                                          P-51 Porter     761 0.080  NA
## 819   WA                                      Country Boy IPA    1504 0.062  NA
## 820   WA                                  Universale Pale Ale     858 0.056  NA
## 821   WA                                     Day Hike Session    2235 0.041  NA
## 822   WA                                 Dottie Seattle Lager     673 0.049  NA
## 823   WA                                             Damnesia    1473 0.062  NA
## 824   WA                                             Brünette    1527 0.042  NA
## 825   WA                                    Field 41 Pale Ale     965 0.044  NA
## 826   WA                                              Ace IPA     762 0.074  NA
## 827   WA                                   Fremont Summer Ale     875 0.065  NA
## 828   WA                                        The 12th Can™    1615 0.045  NA
## 829   WA                                          Aslan Amber    1638 0.077  NA
## 830   WA                            Haywire Hefeweizen (2010)      82 0.052  NA
## 831   WA                                   Copper Hook (2011)     339 0.058  NA
## 832   WA                                         Aslan Kölsch    1640 0.048  NA
## 833   WA                                Ballz Deep Double IPA      47 0.084  NA
## 834   WI                                           Lake House    1910 0.046  NA
## 835   WI                                  #004 Session I.P.A.    2146 0.048  NA
## 836   WI                                                Boxer    2276 0.050  NA
## 837   WI                                    Supper Club Lager      61    NA  NA
## 838   WI                                 #002 American I.P.A.    2148 0.071  NA
## 839   WI                                  Beyond The Pale IPA    2150 0.063  NA
## 840   WI                                            Boxer Ice    2274 0.055  NA
## 841   WI                                         Island Wheat     180 0.042  NA
## 842   WI                                          Wisco Disco     953 0.051  NA
## 843   WI                                                Boxer    2273 0.050  NA
## 844   WI                                 Point Special (2013)    2122 0.047  NA
## 845   WI                                  Laka Laka Pineapple    2384 0.051  NA
## 846   WI                                     Watermelon Wheat    2385 0.056  NA
## 847   WI                                   River Pig Pale Ale     410 0.054  NA
## 848   WI                                          Magic Apple    1341 0.050  NA
## 849   WI                                 Point Special (2012)    2121 0.047  NA
## 850   WI                                       Hips Don't Lie    1204 0.062  NA
## 851   WI                                        Point Special    2228 0.047  NA
## 852   WI                           #003 Brown & Robust Porter    2147 0.052  NA
## 853   WI                                     Boathouse Blonde    2076 0.049  NA
## 854   WI                                  Point Special Lager     138 0.047  NA
## 855   WI                                          First Press    1342 0.050  NA
## 856   WI                          JP's Ould Sod Irish Red IPA    1254 0.060  NA
## 857   WI                             Louie's Demise Amber Ale    1272 0.051  NA
## 858   WI                               Wisconsin Amber (2013)      63 0.052  NA
## 859   WI                                       Onyx Black Ale    2151 0.052  NA
## 860   WI                                        U.S. Pale Ale      62 0.050  NA
## 861   WI                              #001 Golden Amber Lager    2149 0.055  NA
## 862   WI                                          Hopalicious    2501 0.057  NA
## 863   WI                                       Mountain Crest    2278 0.055  NA
## 864   WI                                          Boxer Light    2275 0.042  NA
## 865   WI                       Walter's Premium Pilsener Beer     541 0.045  NA
## 866   WI                                 Oaky's Oatmeal Stout     409 0.047  NA
## 867   WI                                           Lake House    2225 0.046  NA
## 868   WI                         Dark Voyage Black IPA (2013)    2227 0.065  NA
## 869   WI                                              Bastian    2595    NA  NA
## 870   WI                                      Slow Hand Stout    1571 0.052  NA
## 871   WI                                           Mutiny IPA    1177 0.062  NA
## 872   WI                               Wisconsin Amber (1998)     840 0.052  NA
## 873   WI                                          Cedar Point    2075 0.050  NA
## 874   WI                                          No Wake IPA    2077 0.072  NA
## 875   WI                                Mountain Creek (2013)    2277 0.055  NA
## 876   WI                                       Mountain Crest    2279 0.055  NA
##     Brewery_id                               Style Ounces
## 1          287                   English Brown Ale   12.0
## 2          494            American Amber / Red Ale   12.0
## 3          224                        American IPA   12.0
## 4          103                 American Blonde Ale   12.0
## 5           31             American Pale Wheat Ale   12.0
## 6          508                         Light Lager   12.0
## 7          161                              Kölsch   12.0
## 8          161                     American Porter   12.0
## 9          508                          Hefeweizen   12.0
## 10         508                             Witbier   12.0
## 11         508                        American IPA   12.0
## 12         161                        American IPA   12.0
## 13          31            American Amber / Red Ale   12.0
## 14         537             American Pale Wheat Ale   12.0
## 15         508                             Witbier   12.0
## 16         537                    American Pilsner   12.0
## 17         252                        American IPA   12.0
## 18         159            American Amber / Red Ale   12.0
## 19          31                 American Blonde Ale   12.0
## 20          31                     American Porter   12.0
## 21         537            American Amber / Red Ale   12.0
## 22         158                        American IPA   12.0
## 23         233              Fruit / Vegetable Beer   16.0
## 24         161              Fruit / Vegetable Beer   12.0
## 25         550            American Amber / Red Ale   12.0
## 26         140 Extra Special / Strong Bitter (ESB)   12.0
## 27         260             American Pale Ale (APA)   12.0
## 28          99                    Belgian Pale Ale   32.0
## 29         450                 American Blonde Ale   24.0
## 30          49                     German Pilsener   12.0
## 31         371                        American IPA   16.0
## 32         450                 American Blonde Ale   12.0
## 33         241                  American Brown Ale   16.0
## 34         241                              Kölsch   16.0
## 35           4                              Kölsch   16.0
## 36         369              Fruit / Vegetable Beer   12.0
## 37         226                             Witbier   16.0
## 38         241                 American Pale Lager   16.0
## 39         369                      American Stout   12.0
## 40         241                        American IPA   16.0
## 41          49                 American Blonde Ale   12.0
## 42         289                              Kölsch   12.0
## 43          35                        American IPA   12.0
## 44         369             American Pale Ale (APA)   12.0
## 45         241                          Hefeweizen   16.0
## 46         369                    Belgian Dark Ale   12.0
## 47         369                        American IPA   12.0
## 48         113                          Hefeweizen   12.0
## 49         113             American Pale Ale (APA)   12.0
## 50         113                 American Blonde Ale   12.0
## 51         424                        American IPA   16.0
## 52         113                        American IPA   12.0
## 53          84                      Czech Pilsener   12.0
## 54          35                              Kölsch   12.0
## 55         241                        American IPA   12.0
## 56         210                        American IPA   16.0
## 57         523                              Dubbel   16.0
## 58         311             American Pale Ale (APA)   12.0
## 59         369                  English Strong Ale   12.0
## 60         311                  Milk / Sweet Stout   12.0
## 61          49                 American Blonde Ale   12.0
## 62         347             American Pale Ale (APA)   12.0
## 63         424                           Cream Ale   16.0
## 64         241                        American IPA   16.0
## 65         334             American Pale Ale (APA)   12.0
## 66         515      American Double / Imperial IPA   16.0
## 67          49                        American IPA   12.0
## 68         369                       Winter Warmer   12.0
## 69          37                              Kölsch   12.0
## 70         210                        American IPA   16.0
## 71         241              Saison / Farmhouse Ale   12.0
## 72         241                        American IPA   16.0
## 73         369                        American IPA   12.0
## 74          84             American Pale Wheat Ale   12.0
## 75         387                 American Blonde Ale   16.0
## 76         265                        American IPA   12.0
## 77         387                        Vienna Lager   16.0
## 78         356            American Amber / Red Ale   16.0
## 79         169             American Pale Ale (APA)   12.0
## 80         504                  American Brown Ale   12.0
## 81         167             American Pale Ale (APA)   19.2
## 82         111                        American IPA   16.0
## 83         504             American Pale Ale (APA)   12.0
## 84         392             American Pale Wheat Ale   12.0
## 85         295                     American Porter   12.0
## 86         552                        American IPA   12.0
## 87         265                 American Pale Lager   12.0
## 88         430                        American IPA   16.0
## 89         504                        Scottish Ale   12.0
## 90         111      American Double / Imperial IPA   12.0
## 91         504                        Scottish Ale   12.0
## 92         504             American Pale Ale (APA)   12.0
## 93         504             American Pale Ale (APA)   12.0
## 94         421                 American Pale Lager   12.0
## 95         149             American Pale Ale (APA)   12.0
## 96         149                     American Porter   12.0
## 97         392                        American IPA   12.0
## 98          64            American Amber / Red Ale   12.0
## 99         120                              Kölsch   12.0
## 100        392             American Pale Wheat Ale   12.0
## 101        514             American Pale Ale (APA)   12.0
## 102        149             Belgian Strong Dark Ale   12.0
## 103          7              Russian Imperial Stout   12.0
## 104        295                 American Strong Ale   12.0
## 105        149                          Hefeweizen   12.0
## 106        108                  American Brown Ale   12.0
## 107        265 Extra Special / Strong Bitter (ESB)   12.0
## 108        167                    Belgian Dark Ale   16.0
## 109        442                              Kölsch   16.0
## 110        387            American Amber / Red Ale   12.0
## 111        265                          Doppelbock   12.0
## 112        111             American Pale Ale (APA)   12.0
## 113        504              Russian Imperial Stout   12.0
## 114         83             American Pale Wheat Ale   16.0
## 115        111                        American IPA   16.0
## 116        521                        American IPA   16.0
## 117        120          American Amber / Red Lager   12.0
## 118        504                        Scottish Ale   12.0
## 119        497            American Amber / Red Ale   12.0
## 120        504             American Pale Ale (APA)   12.0
## 121        265                 American Blonde Ale   12.0
## 122        481             American Pale Ale (APA)   12.0
## 123        481                        American IPA   12.0
## 124        387                 American Blonde Ale   12.0
## 125        463          American Amber / Red Lager   12.0
## 126        370                     German Pilsener   16.0
## 127        406                      American Stout   16.0
## 128        167             American Pale Ale (APA)   12.0
## 129        406                    Belgian Pale Ale   16.0
## 130        463          American Amber / Red Lager   12.0
## 131        265              Foreign / Export Stout   12.0
## 132          7                        American IPA   12.0
## 133         82              Fruit / Vegetable Beer   12.0
## 134        392            American Amber / Red Ale   12.0
## 135        387             American Pale Ale (APA)   16.0
## 136        370             American Pale Ale (APA)   16.0
## 137        442             American Pale Ale (APA)   16.0
## 138        370              Fruit / Vegetable Beer   16.0
## 139        552                  American Brown Ale   12.0
## 140        552            American Amber / Red Ale   12.0
## 141        532               English Dark Mild Ale   16.0
## 142        149              Scotch Ale / Wee Heavy   12.0
## 143        167             American Pale Ale (APA)   12.0
## 144        167      American Double / Imperial IPA   16.0
## 145         83             American Pale Wheat Ale   12.0
## 146         38      American Double / Imperial IPA   12.0
## 147        149             American Pale Ale (APA)   12.0
## 148         52                        Vienna Lager   12.0
## 149        149                          Hefeweizen   12.0
## 150         52                    Quadrupel (Quad)   19.2
## 151        442                     American Porter   16.0
## 152        504              Russian Imperial Stout   12.0
## 153         38                  American Brown Ale   12.0
## 154        265                        American IPA   12.0
## 155        167             American Pale Ale (APA)   12.0
## 156        422                                Mead   16.0
## 157        111              Russian Imperial Stout   12.0
## 158         64             American Pale Ale (APA)   12.0
## 159         64            American Amber / Red Ale   12.0
## 160        387                      American Stout   16.0
## 161        504             American Pale Ale (APA)   12.0
## 162        370                        American IPA   16.0
## 163        167             American Pale Ale (APA)   12.0
## 164        504      American Double / Imperial IPA   12.0
## 165        108                 American Blonde Ale   12.0
## 166        108 Extra Special / Strong Bitter (ESB)   12.0
## 167         83                     Euro Dark Lager   12.0
## 168        532                     Irish Dry Stout   16.0
## 169          7                        American IPA   12.0
## 170        108             American Pale Ale (APA)   12.0
## 171        265                      American Stout   12.0
## 172        265                      American Stout   12.0
## 173        265                      American Stout   12.0
## 174        356             American Pale Ale (APA)   16.0
## 175         82             American Pale Ale (APA)   12.0
## 176        370                         Pumpkin Ale   16.0
## 177        342             American Dark Wheat Ale   12.0
## 178        442                      English Bitter   16.0
## 179        169                    American Pilsner   12.0
## 180        504      American Double / Imperial IPA   12.0
## 181        292                        American IPA   12.0
## 182         83                        American IPA   12.0
## 183         83                      Czech Pilsener   12.0
## 184         83          American Amber / Red Lager   12.0
## 185         52                        American IPA   12.0
## 186        167             Belgian Strong Pale Ale   16.0
## 187        295            American Amber / Red Ale   12.0
## 188        460            American Amber / Red Ale   16.0
## 189        145                             Altbier   12.0
## 190         82                        American IPA   12.0
## 191        108                        American IPA   16.0
## 192         64            American Amber / Red Ale   12.0
## 193        370                         Pumpkin Ale   16.0
## 194        411                        American IPA   12.0
## 195        411                    Belgian Pale Ale   12.0
## 196        236                        American IPA   12.0
## 197        411            American Amber / Red Ale   12.0
## 198        411      American Double / Imperial IPA   16.0
## 199        236            American Amber / Red Ale   12.0
## 200        236                 American Blonde Ale   12.0
## 201        249                        American IPA   12.0
## 202        411                        American IPA   12.0
## 203        436              Saison / Farmhouse Ale   12.0
## 204        411                    American Pilsner   12.0
## 205        436                          Hefeweizen   16.0
## 206        131                  American Black Ale   12.0
## 207        436                     German Pilsener   12.0
## 208        236                     American Porter   12.0
## 209         90            American Amber / Red Ale   16.0
## 210        249                 American Blonde Ale   12.0
## 211        436                  American White IPA   12.0
## 212        411                    Belgian Pale Ale   16.0
## 213        317                        American IPA   16.0
## 214        228                     American Porter   12.0
## 215        228      American Double / Imperial IPA   12.0
## 216        228                 American Blonde Ale   12.0
## 217        228              Scotch Ale / Wee Heavy   12.0
## 218        142                  American Brown Ale   12.0
## 219        142             American Pale Ale (APA)   12.0
## 220        142                        American IPA   12.0
## 221        142            American Amber / Red Ale   12.0
## 222        467             American Pale Ale (APA)   12.0
## 223        142                   English Brown Ale   12.0
## 224        142             American Pale Ale (APA)   12.0
## 225        142             American Pale Wheat Ale   16.0
## 226         68                 American Blonde Ale   12.0
## 227        142                  American Black Ale   12.0
## 228        142                        American IPA   12.0
## 229         68                        American IPA   12.0
## 230        341                        American IPA   12.0
## 231        468             American Pale Wheat Ale   12.0
## 232        142                        American IPA   12.0
## 233        379                        American IPA   12.0
## 234        222            American Amber / Red Ale   12.0
## 235        470             American Pale Ale (APA)   12.0
## 236        248                        American IPA   12.0
## 237        476                      Czech Pilsener   12.0
## 238        476                        American IPA   12.0
## 239        248                  Berliner Weissbier   12.0
## 240        440          American Amber / Red Lager   16.0
## 241        204                        American IPA   12.0
## 242        440          American Amber / Red Lager   12.0
## 243        205                    Flanders Red Ale   19.2
## 244        440          American Amber / Red Lager   12.0
## 245        376                        American IPA   12.0
## 246        376                     American Porter   12.0
## 247        376                        American IPA   12.0
## 248        310                 American Strong Ale   16.0
## 249        308                  American Brown Ale   12.0
## 250        310             American Pale Ale (APA)   12.0
## 251        219                           Cream Ale   12.0
## 252        308             American Pale Ale (APA)   12.0
## 253        310             American Pale Wheat Ale   12.0
## 254        219                        American IPA   12.0
## 255        310                Märzen / Oktoberfest   16.0
## 256        310                        American IPA   12.0
## 257         65                         Belgian IPA   24.0
## 258         89             American Pale Wheat Ale   12.0
## 259         65                              Tripel   24.0
## 260        176             American Pale Ale (APA)   16.0
## 261         66                        American IPA   24.0
## 262        211              Fruit / Vegetable Beer   12.0
## 263        553            American Amber / Red Ale   12.0
## 264        257                 American Blonde Ale   16.0
## 265        328                     German Pilsener   16.0
## 266         75                        American IPA   16.0
## 267         75                      Bière de Garde   12.0
## 268        257             American Pale Ale (APA)   16.0
## 269         58                                Gose   12.0
## 270        176                      American Stout   16.0
## 271         66      American Double / Imperial IPA   24.0
## 272        176                       Irish Red Ale   12.0
## 273         75             American Dark Wheat Ale   12.0
## 274        328  American Double / Imperial Pilsner   16.0
## 275        176            American Amber / Red Ale   16.0
## 276         58              Fruit / Vegetable Beer   12.0
## 277        211        English India Pale Ale (IPA)   12.0
## 278        176             American Pale Ale (APA)   16.0
## 279        176      American Double / Imperial IPA   16.0
## 280        176                     American Porter   16.0
## 281        328                        American IPA   16.0
## 282        328                 American Blonde Ale   16.0
## 283         75             American Dark Wheat Ale   12.0
## 284         66                  Berliner Weissbier   24.0
## 285         41              Fruit / Vegetable Beer   12.0
## 286        257             American Pale Ale (APA)   16.0
## 287        362      American Double / Imperial IPA   12.0
## 288         89             American Pale Wheat Ale   12.0
## 289         89             American Pale Wheat Ale   16.0
## 290         89             American Pale Ale (APA)   12.0
## 291        328             American Pale Wheat Ale   16.0
## 292        176             American Pale Wheat Ale   12.0
## 293         66                        American IPA   24.0
## 294         58      American Double / Imperial IPA   12.0
## 295         58                          Hefeweizen   12.0
## 296        257            American Amber / Red Ale   16.0
## 297        211 Extra Special / Strong Bitter (ESB)   12.0
## 298        362      American Double / Imperial IPA   12.0
## 299         75                        American IPA   12.0
## 300        362      American Double / Imperial IPA   12.0
## 301        328        English India Pale Ale (IPA)   16.0
## 302         66             American Pale Ale (APA)   24.0
## 303         55             American Pale Ale (APA)   16.0
## 304        362             American Pale Ale (APA)   12.0
## 305         45                        American IPA   12.0
## 306         66                         Belgian IPA   24.0
## 307        257             Belgian Strong Dark Ale   16.0
## 308        257      American Double / Imperial IPA   16.0
## 309        178      American Double / Imperial IPA   12.0
## 310         28                        American IPA   16.0
## 311        206             American Pale Wheat Ale   12.0
## 312        178             American Pale Ale (APA)   12.0
## 313         27                      Czech Pilsener   16.0
## 314        166                 American Blonde Ale   16.0
## 315         25             American Pale Wheat Ale   16.0
## 316        178              Saison / Farmhouse Ale   12.0
## 317        178                     American Porter   12.0
## 318        206                        American IPA   12.0
## 319        206                     German Pilsener   12.0
## 320        166              Fruit / Vegetable Beer   16.0
## 321         28                        American IPA   16.0
## 322         18                        American IPA   16.0
## 323         26                    Quadrupel (Quad)   16.0
## 324        166              Fruit / Vegetable Beer   16.0
## 325        166           Dortmunder / Export Lager   16.0
## 326        206                        American IPA   12.0
## 327         27                         Belgian IPA   16.0
## 328         18                       Irish Red Ale   16.0
## 329         25             American Pale Wheat Ale   16.0
## 330         18      American Double / Imperial IPA   16.0
## 331         20             American Pale Ale (APA)   16.0
## 332        178                        American IPA   12.0
## 333        178                       Oatmeal Stout   12.0
## 334         17                          Doppelbock   16.0
## 335         25                  American Brown Ale   16.0
## 336         26                        Scottish Ale   16.0
## 337         26                           Cream Ale   16.0
## 338         26             American Pale Ale (APA)   16.0
## 339         27                     American Porter   16.0
## 340         25                           Cream Ale   12.0
## 341         26                  American Brown Ale   16.0
## 342         25                        American IPA   16.0
## 343         25                        American IPA   16.0
## 344        166                 American Blonde Ale   16.0
## 345        178             American Pale Ale (APA)   12.0
## 346        359                        American IPA   16.0
## 347         26                Märzen / Oktoberfest   16.0
## 348         27                 American Blonde Ale   16.0
## 349         27             American Pale Wheat Ale   16.0
## 350        166                  American Brown Ale   16.0
## 351        251             American Pale Ale (APA)   16.0
## 352        166             American Dark Wheat Ale   16.0
## 353        483                     German Pilsener   16.0
## 354        209                        American IPA   12.0
## 355        366                       Irish Red Ale   16.0
## 356        483                        American IPA   16.0
## 357         46                       Oatmeal Stout   16.0
## 358        501              Fruit / Vegetable Beer   12.0
## 359         46             American Pale Wheat Ale   16.0
## 360         46                        American IPA   16.0
## 361          2      American Double / Imperial IPA   16.0
## 362          2                   English Brown Ale   16.0
## 363        101                        American IPA   12.0
## 364        101                Herbed / Spiced Beer   12.0
## 365        389                              Kölsch   16.0
## 366          2                        American IPA   16.0
## 367        153             American Pale Ale (APA)   12.0
## 368        270             American Pale Ale (APA)   12.0
## 369        175                        American IPA   16.0
## 370        270                 American Pale Lager   12.0
## 371        175               English Dark Mild Ale   12.0
## 372        107                        American IPA   12.0
## 373        386                        American IPA   12.0
## 374         43             American Pale Ale (APA)   16.0
## 375        293             American Pale Wheat Ale   12.0
## 376        318              Russian Imperial Stout   16.0
## 377        293                          Hefeweizen   16.0
## 378        386             American Pale Wheat Ale   12.0
## 379        293                        American IPA   12.0
## 380        293      California Common / Steam Beer   12.0
## 381        324                              Kölsch   12.0
## 382        493                 American Blonde Ale   12.0
## 383        293                            Rye Beer   12.0
## 384        293            American Amber / Red Ale   12.0
## 385        386                 American Blonde Ale   12.0
## 386        293              Foreign / Export Stout   12.0
## 387        318      American Double / Imperial IPA   16.0
## 388        293             American Pale Ale (APA)   12.0
## 389         69                 American Blonde Ale   16.0
## 390        522                        American IPA   12.0
## 391         69                     American Porter   16.0
## 392        256                  American Black Ale   12.0
## 393        522                 American Pale Lager   12.0
## 394         69                        American IPA   16.0
## 395        263                    Belgian Pale Ale   12.0
## 396        480                           Cream Ale   12.0
## 397        263                              Dubbel   12.0
## 398        235                Märzen / Oktoberfest   12.0
## 399        268            American Amber / Red Ale   16.0
## 400        478              Saison / Farmhouse Ale   12.0
## 401        235                         Pumpkin Ale   12.0
## 402        231      American Double / Imperial IPA   16.0
## 403        301             American Pale Wheat Ale   12.0
## 404        272                      Czech Pilsener   12.0
## 405        301                                Bock   12.0
## 406        301                              Radler   12.0
## 407          3           American India Pale Lager   16.0
## 408        296                        American IPA   12.0
## 409        306            American Amber / Red Ale   16.0
## 410        447                               Cider   12.0
## 411        301                             Witbier   12.0
## 412        179                        American IPA   12.0
## 413        496             American Pale Ale (APA)   12.0
## 414        235                        American IPA   12.0
## 415        352                        American IPA   12.0
## 416        301                        Vienna Lager   12.0
## 417          3          Keller Bier / Zwickel Bier   16.0
## 418        235                              Kölsch   12.0
## 419        268                 American Blonde Ale   16.0
## 420        279        English India Pale Ale (IPA)   12.0
## 421        496                        American IPA   12.0
## 422        235                Herbed / Spiced Beer   12.0
## 423          3           American India Pale Lager   12.0
## 424        319                            Rye Beer   12.0
## 425        254            American Amber / Red Ale   12.0
## 426         11                    Belgian Dark Ale   16.0
## 427         11                         Belgian IPA   16.0
## 428         11                            Rye Beer   16.0
## 429         85                  American Brown Ale   12.0
## 430         11                    Belgian Dark Ale   16.0
## 431         11                         Belgian IPA   16.0
## 432         11                         Belgian IPA   16.0
## 433         11                      Bière de Garde   16.0
## 434         40                     American Porter   16.0
## 435         11                    Belgian Pale Ale   16.0
## 436         85                  American Brown Ale   12.0
## 437         11                        Dunkelweizen   16.0
## 438         11                     American Porter   16.0
## 439         11                            Rye Beer   16.0
## 440        441                             Witbier   16.0
## 441         11                      American Stout   16.0
## 442         14                  American Black Ale   12.0
## 443         11                       Oatmeal Stout   16.0
## 444        186                               Cider   16.0
## 445         11                           Rauchbier   16.0
## 446         11              Saison / Farmhouse Ale   16.0
## 447         85                 American Blonde Ale   12.0
## 448         85            American Amber / Red Ale   12.0
## 449        163                           Cream Ale   16.0
## 450         14                 American Blonde Ale   12.0
## 451         13                        American IPA   12.0
## 452         11            American Amber / Red Ale   16.0
## 453         12                              Dubbel   16.0
## 454         11                    Quadrupel (Quad)   16.0
## 455         11                         Belgian IPA   16.0
## 456         11                         Belgian IPA   16.0
## 457         14                  American Brown Ale   12.0
## 458         86            American Amber / Red Ale   16.0
## 459         16                        American IPA   12.0
## 460         11                             Witbier   16.0
## 461          9                      American Stout   16.0
## 462         11                      Bière de Garde   16.0
## 463         85                        Scottish Ale   12.0
## 464        122                             Altbier   16.0
## 465         11              Russian Imperial Stout   16.0
## 466         11              Fruit / Vegetable Beer   16.0
## 467         13                  American Brown Ale   12.0
## 468        122              Fruit / Vegetable Beer   16.0
## 469         11                              Tripel   16.0
## 470        186                               Cider   16.0
## 471         10             American Pale Ale (APA)   16.0
## 472         11                             Witbier   16.0
## 473         11             Belgian Strong Pale Ale   16.0
## 474        254                        American IPA   12.0
## 475         73              Fruit / Vegetable Beer   16.0
## 476        542             American Pale Wheat Ale   12.0
## 477          8                        American IPA   16.0
## 478        261            American Amber / Red Ale   16.0
## 479        138                               Cider   16.0
## 480         11                             Witbier   16.0
## 481         12                 American Pale Lager   16.0
## 482         12                        American IPA   16.0
## 483         11                    Belgian Pale Ale   16.0
## 484         14                        American IPA   12.0
## 485        441                       Irish Red Ale   16.0
## 486        542             American Pale Ale (APA)   12.0
## 487         85                             Witbier   12.0
## 488         16              Scotch Ale / Wee Heavy   12.0
## 489        186                               Cider   16.0
## 490         11                          Doppelbock   16.0
## 491        186                               Cider   16.0
## 492         11              Saison / Farmhouse Ale   16.0
## 493        255                               Cider   16.0
## 494        339                               Cider   16.0
## 495         14             American Pale Ale (APA)   12.0
## 496         11                    Belgian Dark Ale   16.0
## 497        230              American Adjunct Lager   16.0
## 498        230            American Amber / Red Ale   16.0
## 499        187                               Cider   16.0
## 500         11                      American Stout   16.0
## 501         77             American Pale Wheat Ale   16.0
## 502         85             American Pale Ale (APA)   12.0
## 503        125                         Pumpkin Ale   16.0
## 504          8                             Witbier   16.0
## 505        397                        American IPA   16.0
## 506        125             American Pale Ale (APA)   16.0
## 507         11                   American Wild Ale   16.0
## 508         11                         Belgian IPA   16.0
## 509         73      American Double / Imperial IPA   16.0
## 510        230                      Czech Pilsener   16.0
## 511          8                     American Porter   16.0
## 512        254                 Munich Helles Lager   12.0
## 513        230                     American Porter   16.0
## 514         73                        American IPA   12.0
## 515         73                     American Porter   16.0
## 516         73                 American Blonde Ale   12.0
## 517         11              Saison / Farmhouse Ale   16.0
## 518        125                        American IPA   12.0
## 519        339                               Cider   16.0
## 520         13              Foreign / Export Stout   12.0
## 521         11                              Tripel   16.0
## 522         11                           Rauchbier   16.0
## 523         11                         Belgian IPA   16.0
## 524         11                    Belgian Dark Ale   16.0
## 525         77             American Pale Wheat Ale   12.0
## 526         60                          Hefeweizen   12.0
## 527         77                  American Brown Ale   16.0
## 528        439             American Pale Ale (APA)   16.0
## 529        125            American Amber / Red Ale   16.0
## 530         77                            Rye Beer   16.0
## 531         11            American Amber / Red Ale   16.0
## 532        278                       Winter Warmer   12.0
## 533         62                        American IPA   16.0
## 534        278              Fruit / Vegetable Beer   12.0
## 535         62                        American IPA   16.0
## 536        245              Saison / Farmhouse Ale   16.0
## 537         62 Extra Special / Strong Bitter (ESB)   16.0
## 538        278             American Pale Ale (APA)   12.0
## 539        443                         Pumpkin Ale   12.0
## 540         61                  American Black Ale   12.0
## 541         61             American Pale Wheat Ale   12.0
## 542        327                         Schwarzbier   12.0
## 543        443                        American IPA   12.0
## 544         61                  Berliner Weissbier   12.0
## 545        133                 American Pale Lager   16.0
## 546        443              Fruit / Vegetable Beer   12.0
## 547         61            American Amber / Red Ale   12.0
## 548        327                     German Pilsener   12.0
## 549         88                        American IPA   16.0
## 550        337                  American Brown Ale   12.0
## 551        337             American Pale Wheat Ale   12.0
## 552        337                    English Pale Ale   12.0
## 553        337                  American Brown Ale   12.0
## 554        500                     Irish Dry Stout   16.0
## 555        511              Scotch Ale / Wee Heavy   16.0
## 556        536                             Witbier   12.0
## 557        511              Scotch Ale / Wee Heavy   16.0
## 558        337             American Pale Wheat Ale   12.0
## 559        337                        American IPA   12.0
## 560        337                 American Blonde Ale   12.0
## 561        381             American Pale Wheat Ale   12.0
## 562        338                        American IPA   12.0
## 563        283            American Amber / Red Ale   12.0
## 564        381      American Double / Imperial IPA   12.0
## 565        381            American Amber / Red Ale   12.0
## 566        338                   English Brown Ale   12.0
## 567        283             American Dark Wheat Ale   12.0
## 568        283                             Braggot   12.0
## 569        509        English India Pale Ale (IPA)   16.0
## 570        381                     German Pilsener   12.0
## 571        381                    American Pilsner   12.0
## 572        381              Saison / Farmhouse Ale   12.0
## 573        283                        American IPA   12.0
## 574        531                Herbed / Spiced Beer   16.0
## 575        234              American Adjunct Lager   12.0
## 576        531            American Amber / Red Ale   16.0
## 577         48                        American IPA   12.0
## 578        548             American Pale Ale (APA)   24.0
## 579         48                  Berliner Weissbier   12.0
## 580        110                        American IPA   12.0
## 581        110                    American Pilsner   12.0
## 582        393              Russian Imperial Stout   12.0
## 583        393                       Irish Red Ale   12.0
## 584        393                     German Pilsener   12.0
## 585        490                  American Black Ale   16.0
## 586        300                    English Pale Ale   16.0
## 587         47                     German Pilsener   16.0
## 588         47                            Rye Beer   16.0
## 589        526                 Munich Helles Lager   12.0
## 590         47              Fruit / Vegetable Beer   16.0
## 591         47                       Baltic Porter   12.0
## 592        300                     German Pilsener   12.0
## 593        330             American Pale Ale (APA)   16.0
## 594        438        English India Pale Ale (IPA)   16.0
## 595         47                        American IPA   16.0
## 596        557                        American IPA   12.0
## 597        557                          Hefeweizen   12.0
## 598        557             American Pale Ale (APA)   12.0
## 599        239                           Cream Ale   12.0
## 600        490                        Vienna Lager   12.0
## 601        526                 Munich Helles Lager   12.0
## 602        490                 American Blonde Ale   12.0
## 603        300                        American IPA   12.0
## 604        174      American Double / Imperial IPA   16.0
## 605         47                    Belgian Pale Ale   12.0
## 606        300                        American IPA   16.0
## 607        300             American Pale Wheat Ale   12.0
## 608        300                        American IPA   12.0
## 609        557                  Milk / Sweet Stout   12.0
## 610        174             American Pale Ale (APA)   12.0
## 611        498                 American Blonde Ale   12.0
## 612        390                        Scottish Ale   12.0
## 613        325                        American IPA   12.0
## 614        361            American Amber / Red Ale   12.0
## 615        348             American Pale Ale (APA)   12.0
## 616        529                        American IPA   12.0
## 617        498                             Witbier   12.0
## 618        181                        American IPA   16.0
## 619        498               English Dark Mild Ale   12.0
## 620        505                 American Blonde Ale   12.0
## 621         97                     American Porter   12.0
## 622        332                           Cream Ale   12.0
## 623        150                  American Brown Ale   12.0
## 624        529                     American Porter   12.0
## 625        390             American Pale Ale (APA)   12.0
## 626        150                          Hefeweizen   12.0
## 627        434                              Kölsch   12.0
## 628        525                        American IPA   12.0
## 629        390              Russian Imperial Stout   12.0
## 630        332                             Witbier   12.0
## 631        390      American Double / Imperial IPA   12.0
## 632         97                  American Brown Ale   12.0
## 633        286                             Witbier   16.0
## 634         93                        American IPA   12.0
## 635        106             American Pale Wheat Ale   12.0
## 636        184                   English Brown Ale   16.0
## 637         93            American Amber / Red Ale   12.0
## 638        184                        American IPA   16.0
## 639         94                        American IPA   12.0
## 640        106                  American White IPA   12.0
## 641         94                 American Blonde Ale   12.0
## 642        106             American Pale Ale (APA)   12.0
## 643         94                     American Porter   12.0
## 644        435                               Cider   16.0
## 645         93                   English Brown Ale   12.0
## 646         94             American Pale Ale (APA)   12.0
## 647        506             American Dark Wheat Ale   12.0
## 648        183                     American Porter   16.0
## 649        183            American Amber / Red Ale   16.0
## 650        367             American Pale Wheat Ale   12.0
## 651        367                 American Pale Lager   12.0
## 652        183            American Amber / Red Ale   16.0
## 653         81                 American Strong Ale   16.0
## 654         81                      Czech Pilsener   16.0
## 655         81                        American IPA   16.0
## 656        437                        American IPA   16.0
## 657        118                    American Pilsner   12.0
## 658        118             American Pale Ale (APA)   12.0
## 659        118      American Double / Imperial IPA   12.0
## 660        156             American Pale Ale (APA)   12.0
## 661        199                 American Blonde Ale   12.0
## 662        495                        American IPA   16.0
## 663        495                     American Porter   16.0
## 664        196                              Kölsch   16.0
## 665        155                               Cider   12.0
## 666        155                               Cider   12.0
## 667        155                               Cider   12.0
## 668        156                        American IPA   12.0
## 669        156                     American Porter   12.0
## 670        117                        American IPA   12.0
## 671        156            American Amber / Red Ale   12.0
## 672        156                        American IPA   12.0
## 673        375                      American Stout   12.0
## 674        375                     American Porter   12.0
## 675        375            American Amber / Red Ale   12.0
## 676        156             American Pale Ale (APA)   12.0
## 677        156             American Pale Ale (APA)   12.0
## 678        156            American Amber / Red Ale   12.0
## 679        156                        American IPA   12.0
## 680        117                    American Pilsner   12.0
## 681        207                  American Black Ale   16.0
## 682        201             American Pale Wheat Ale   16.0
## 683        117                             Witbier   12.0
## 684        117                     Euro Dark Lager   12.0
## 685         44                 American Blonde Ale   12.0
## 686        357                         Pumpkin Ale   12.0
## 687        432                       Irish Red Ale   12.0
## 688        165                        American IPA   12.0
## 689        357                       Winter Warmer   12.0
## 690        302                 American Pale Lager   16.0
## 691        323  American Double / Imperial Pilsner   12.0
## 692         44             American Pale Ale (APA)   12.0
## 693        323                        American IPA   12.0
## 694        165                  American Black Ale   12.0
## 695         44            American Amber / Red Ale   12.0
## 696        323             Belgian Strong Pale Ale   12.0
## 697        357                    Belgian Pale Ale   12.0
## 698         44                  American White IPA   12.0
## 699        130          American Amber / Red Lager   12.0
## 700        299            American Amber / Red Ale   12.0
## 701        165                              Kölsch   12.0
## 702        357                        American IPA   12.0
## 703         98                          Doppelbock   16.0
## 704        302                  American Brown Ale   16.0
## 705         44            American Amber / Red Ale   12.0
## 706         44                        Scottish Ale   12.0
## 707        372                          Hefeweizen   12.0
## 708        168               English Dark Mild Ale   12.0
## 709        357                Märzen / Oktoberfest   12.0
## 710         44                       Oatmeal Stout   12.0
## 711         44                         Pumpkin Ale   12.0
## 712        299                      American Stout   12.0
## 713        165                   English Brown Ale   12.0
## 714         98                        American IPA   12.0
## 715        432        English India Pale Ale (IPA)   12.0
## 716        302                 American Blonde Ale   16.0
## 717        432                     German Pilsener   12.0
## 718         91                    American Pilsner   12.0
## 719        302                      American Stout   16.0
## 720        372                     German Pilsener   12.0
## 721        323                  American Brown Ale   12.0
## 722        323                             Witbier   12.0
## 723         44                        American IPA   12.0
## 724        372                Märzen / Oktoberfest   12.0
## 725        432                      American Stout   12.0
## 726        130              American Adjunct Lager   12.0
## 727         98                    American Pilsner   12.0
## 728        165             Belgian Strong Pale Ale   12.0
## 729        299              Fruit / Vegetable Beer   12.0
## 730        546                              Kölsch   12.0
## 731         44              Fruit / Vegetable Beer   12.0
## 732        357             American Pale Wheat Ale   12.0
## 733        372                        American IPA   12.0
## 734        298                  American Brown Ale   12.0
## 735        144                           Cream Ale   16.0
## 736        380             American Pale Ale (APA)   12.0
## 737        280                     American Porter   12.0
## 738        280                        American IPA   12.0
## 739         87                Märzen / Oktoberfest   16.0
## 740        102            American Amber / Red Ale   12.0
## 741        380                     American Porter   16.0
## 742          6      American Double / Imperial IPA   16.0
## 743          6                        American IPA   16.0
## 744          6             American Pale Ale (APA)   12.0
## 745        385                                Gose   12.0
## 746          6                              Kölsch   16.0
## 747        385             American Pale Ale (APA)   12.0
## 748        213                Herbed / Spiced Beer   12.0
## 749        213                           Cream Ale   12.0
## 750        213                 American Blonde Ale   12.0
## 751        213                  American Brown Ale   12.0
## 752        520                      Czech Pilsener   12.0
## 753        427    American Double / Imperial Stout   12.0
## 754         30                                       16.0
## 755        126              Saison / Farmhouse Ale   12.0
## 756        216                        Dunkelweizen   12.0
## 757        188                         Light Lager   12.0
## 758        126          American Amber / Red Lager   12.0
## 759        128                       Baltic Porter   12.0
## 760        126                        American IPA   12.0
## 761        126                Märzen / Oktoberfest   12.0
## 762        128             American Pale Ale (APA)   12.0
## 763        127               Maibock / Helles Bock   16.0
## 764        464                          Hefeweizen   12.0
## 765        126      American Double / Imperial IPA   12.0
## 766        288                        American IPA   12.0
## 767        188                    American Pilsner   12.0
## 768        214                   English Brown Ale   12.0
## 769        216              Saison / Farmhouse Ale   12.0
## 770        119              Saison / Farmhouse Ale   12.0
## 771        414                     German Pilsener   12.0
## 772        464                        American IPA   12.0
## 773        427              Saison / Farmhouse Ale   12.0
## 774        471             American Pale Wheat Ale   12.0
## 775        464                      Czech Pilsener   12.0
## 776        214             American Pale Ale (APA)   12.0
## 777        129                 American Blonde Ale   12.0
## 778        208            American Amber / Red Ale   12.0
## 779        471             American Pale Wheat Ale   12.0
## 780        126                              Kölsch   12.0
## 781        214             American Pale Wheat Ale   12.0
## 782        258                              Kölsch   16.0
## 783        126                 Munich Dunkel Lager   12.0
## 784        128                     Euro Pale Lager   12.0
## 785         30             American Pale Ale (APA)   16.0
## 786        242                        Dunkelweizen   12.0
## 787        215      American Double / Imperial IPA   16.0
## 788        471                      Czech Pilsener   12.0
## 789        471             American Pale Wheat Ale   12.0
## 790        126                          Hefeweizen   12.0
## 791        303                          Doppelbock   12.0
## 792        303                  American White IPA   12.0
## 793        303             American Pale Ale (APA)   12.0
## 794        160             American Pale Ale (APA)   12.0
## 795        400             American Pale Wheat Ale   16.0
## 796        365           Dortmunder / Export Lager   12.0
## 797        303             American Pale Ale (APA)   12.0
## 798        365                             Altbier   12.0
## 799        160                         Pumpkin Ale   12.0
## 800         42                     German Pilsener   16.0
## 801        173      American Double / Imperial IPA   16.0
## 802         42                        American IPA   16.0
## 803        335                              Shandy   12.0
## 804        269                             Altbier   12.0
## 805        173                     American Porter   16.0
## 806        329                        American IPA   12.0
## 807        304              Fruit / Vegetable Beer   16.0
## 808        173      American Double / Imperial IPA   16.0
## 809        182                    American Pilsner   12.0
## 810        123                             Altbier   12.0
## 811        291                        American IPA   12.0
## 812        391                 American Pale Lager   16.0
## 813        191             American Pale Wheat Ale   12.0
## 814        474              American Adjunct Lager   16.0
## 815        291             American Pale Ale (APA)   12.0
## 816        402             American Pale Ale (APA)   16.0
## 817        391                         Light Lager   16.0
## 818        510                     American Porter   16.0
## 819        171                        American IPA   12.0
## 820        461             American Pale Ale (APA)   12.0
## 821        191                        American IPA   12.0
## 822        517          American Amber / Red Lager   16.0
## 823        402                        American IPA   16.0
## 824        391                     Euro Dark Lager   16.0
## 825        484             American Pale Ale (APA)   12.0
## 826        510                        American IPA   16.0
## 827        461             American Pale Ale (APA)   12.0
## 828        363             American Pale Ale (APA)   16.0
## 829        354            American Amber / Red Ale   16.0
## 830        545                          Hefeweizen   16.0
## 831        488            American Amber / Red Ale   12.0
## 832        354                              Kölsch   16.0
## 833        482      American Double / Imperial IPA   16.0
## 834        193                 Munich Helles Lager   16.0
## 835        212                        American IPA   12.0
## 836        135              American Adjunct Lager   24.0
## 837        193                 American Pale Lager   12.0
## 838        212                        American IPA   12.0
## 839        132                        American IPA   12.0
## 840        135              American Adjunct Lager   12.0
## 841        193             American Pale Wheat Ale   12.0
## 842        487            American Amber / Red Ale   16.0
## 843        135              American Adjunct Lager   12.0
## 844        132              American Adjunct Lager   12.0
## 845        121                          Hefeweizen   12.0
## 846        121             American Pale Wheat Ale   12.0
## 847        543             American Pale Ale (APA)   16.0
## 848        426                               Cider   12.0
## 849        132              American Adjunct Lager   12.0
## 850        457                          Hefeweizen   16.0
## 851        132              American Adjunct Lager   12.0
## 852        212                     American Porter   12.0
## 853        229                 American Blonde Ale   12.0
## 854        132              American Adjunct Lager   12.0
## 855        426                               Cider   12.0
## 856         33                        American IPA   12.0
## 857        285            American Amber / Red Ale   16.0
## 858        193                        Vienna Lager   12.0
## 859        132                  American Black Ale   12.0
## 860        193             American Pale Ale (APA)   12.0
## 861        212          American Amber / Red Lager   12.0
## 862         74             American Pale Ale (APA)   12.0
## 863        135                 American Pale Lager   12.0
## 864        135                         Light Lager   12.0
## 865        530                     German Pilsener   12.0
## 866        543                       Oatmeal Stout   16.0
## 867        193                 Munich Helles Lager   12.0
## 868        193                  American Black Ale   12.0
## 869         33                 American Strong Ale   12.0
## 870        378                      American Stout   16.0
## 871        193                        American IPA   12.0
## 872        193                        Vienna Lager   12.0
## 873        229            American Amber / Red Ale   12.0
## 874        229                        American IPA   12.0
## 875        135                 American Pale Lager   12.0
## 876        135                 American Pale Lager   16.0
##                            Brewery_Name                City
## 1               Back Forty Beer Company             Gadsden
## 2          Broken Tooth Brewing Company           Anchorage
## 3          Midnight Sun Brewing Company           Anchorage
## 4           King Street Brewing Company           Anchorage
## 5                SanTan Brewing Company            Chandler
## 6              Mudshark Brewing Company    Lake Havasu City
## 7            Four Peaks Brewing Company               Tempe
## 8            Four Peaks Brewing Company               Tempe
## 9              Mudshark Brewing Company    Lake Havasu City
## 10             Mudshark Brewing Company    Lake Havasu City
## 11             Mudshark Brewing Company    Lake Havasu City
## 12           Four Peaks Brewing Company               Tempe
## 13               SanTan Brewing Company            Chandler
## 14         Grand Canyon Brewing Company            Williams
## 15             Mudshark Brewing Company    Lake Havasu City
## 16         Grand Canyon Brewing Company            Williams
## 17               Barrio Brewing Company              Tucson
## 18           Lumberyard Brewing Company           Flagstaff
## 19               SanTan Brewing Company            Chandler
## 20               SanTan Brewing Company            Chandler
## 21         Grand Canyon Brewing Company            Williams
## 22                  Phoenix Ale Brewery             Phoenix
## 23     College Street Brewhouse and Pub    Lake Havasu City
## 24           Four Peaks Brewing Company               Tempe
## 25             Mogollon Brewing Company           Flagstaff
## 26    Core Brewing & Distilling Company          Springdale
## 27                   Ozark Beer Company              Rogers
## 28                      Mission Brewery           San Diego
## 29                        TailGate Beer           San Diego
## 30     Firestone Walker Brewing Company         Paso Robles
## 31           Pizza Port Brewing Company            Carlsbad
## 32                        TailGate Beer           San Diego
## 33                  Golden Road Brewing         Los Angeles
## 34                  Golden Road Brewing         Los Angeles
## 35            Mike Hess Brewing Company           San Diego
## 36               21st Amendment Brewery       San Francisco
## 37                       Refuge Brewery            Temecula
## 38                  Golden Road Brewing         Los Angeles
## 39               21st Amendment Brewery       San Francisco
## 40                  Golden Road Brewing         Los Angeles
## 41     Firestone Walker Brewing Company         Paso Robles
## 42                 Saint Archer Brewery           San Diego
## 43        Ballast Point Brewing Company           San Diego
## 44               21st Amendment Brewery       San Francisco
## 45                  Golden Road Brewing         Los Angeles
## 46               21st Amendment Brewery       San Francisco
## 47               21st Amendment Brewery       San Francisco
## 48         Black Market Brewing Company            Temecula
## 49         Black Market Brewing Company            Temecula
## 50         Black Market Brewing Company            Temecula
## 51                 Hess Brewing Company           San Diego
## 52         Black Market Brewing Company            Temecula
## 53        Sierra Nevada Brewing Company               Chico
## 54        Ballast Point Brewing Company           San Diego
## 55                  Golden Road Brewing         Los Angeles
## 56                    Modern Times Beer           San Diego
## 57                     Uncommon Brewers          Santa Cruz
## 58                  Pine Street Brewery       San Francisco
## 59               21st Amendment Brewery       San Francisco
## 60                  Pine Street Brewery       San Francisco
## 61     Firestone Walker Brewing Company         Paso Robles
## 62            Manzanita Brewing Company              Santee
## 63                 Hess Brewing Company           San Diego
## 64                  Golden Road Brewing         Los Angeles
## 65                    David's Ale Works     Diamond Springs
## 66             Monkey Paw Pub & Brewery           San Diego
## 67     Firestone Walker Brewing Company         Paso Robles
## 68               21st Amendment Brewery       San Francisco
## 69    Figueroa Mountain Brewing Company            Buellton
## 70                    Modern Times Beer           San Diego
## 71                  Golden Road Brewing         Los Angeles
## 72                  Golden Road Brewing         Los Angeles
## 73               21st Amendment Brewery       San Francisco
## 74        Sierra Nevada Brewing Company               Chico
## 75                   Revolution Brewing              Paonia
## 76                  Ska Brewing Company             Durango
## 77                   Revolution Brewing              Paonia
## 78           Pikes Peak Brewing Company            Monument
## 79                    High Hops Brewery             Windsor
## 80                  Oskar Blues Brewery               Lyons
## 81                  Oskar Blues Brewery            Longmont
## 82             Renegade Brewing Company              Denver
## 83                  Oskar Blues Brewery               Lyons
## 84                 Breckenridge Brewery              Denver
## 85          Black Shirt Brewing Company              Denver
## 86                    Silverton Brewery           Silverton
## 87                  Ska Brewing Company             Durango
## 88                Asher Brewing Company             Boulder
## 89                  Oskar Blues Brewery               Lyons
## 90             Renegade Brewing Company              Denver
## 91                  Oskar Blues Brewery               Lyons
## 92                  Oskar Blues Brewery               Lyons
## 93                  Oskar Blues Brewery               Lyons
## 94                   Gore Range Brewery             Edwards
## 95                    Odyssey Beerwerks              Arvada
## 96                    Odyssey Beerwerks              Arvada
## 97                 Breckenridge Brewery              Denver
## 98       Crazy Mountain Brewing Company             Edwards
## 99           Steamworks Brewing Company             Durango
## 100                Breckenridge Brewery              Denver
## 101                Arctic Craft Brewery    Colorado Springs
## 102                   Odyssey Beerwerks              Arvada
## 103        Great Divide Brewing Company              Denver
## 104         Black Shirt Brewing Company              Denver
## 105                   Odyssey Beerwerks              Arvada
## 106             Bonfire Brewing Company               Eagle
## 107                 Ska Brewing Company             Durango
## 108                 Oskar Blues Brewery            Longmont
## 109       Pateros Creek Brewing Company        Fort Collins
## 110                  Revolution Brewing              Paonia
## 111                 Ska Brewing Company             Durango
## 112            Renegade Brewing Company              Denver
## 113                 Oskar Blues Brewery               Lyons
## 114         New Belgium Brewing Company        Fort Collins
## 115            Renegade Brewing Company              Denver
## 116        Twisted Pine Brewing Company             Boulder
## 117          Steamworks Brewing Company             Durango
## 118                 Oskar Blues Brewery               Lyons
## 119            Dry Dock Brewing Company              Aurora
## 120                 Oskar Blues Brewery               Lyons
## 121                 Ska Brewing Company             Durango
## 122           Telluride Brewing Company           Telluride
## 123           Telluride Brewing Company           Telluride
## 124                  Revolution Brewing              Paonia
## 125           AC Golden Brewing Company              Golden
## 126       Eddyline Brewery & Restaurant         Buena Vista
## 127                Fate Brewing Company             Boulder
## 128                 Oskar Blues Brewery            Longmont
## 129                Fate Brewing Company             Boulder
## 130           AC Golden Brewing Company              Golden
## 131                 Ska Brewing Company             Durango
## 132        Great Divide Brewing Company              Denver
## 133                        Epic Brewing              Denver
## 134                Breckenridge Brewery              Denver
## 135                  Revolution Brewing              Paonia
## 136       Eddyline Brewery & Restaurant         Buena Vista
## 137       Pateros Creek Brewing Company        Fort Collins
## 138       Eddyline Brewery & Restaurant         Buena Vista
## 139                   Silverton Brewery           Silverton
## 140                   Silverton Brewery           Silverton
## 141               Dolores River Brewery             Dolores
## 142                   Odyssey Beerwerks              Arvada
## 143                 Oskar Blues Brewery            Longmont
## 144                 Oskar Blues Brewery            Longmont
## 145         New Belgium Brewing Company        Fort Collins
## 146               Avery Brewing Company             Boulder
## 147                   Odyssey Beerwerks              Arvada
## 148             Upslope Brewing Company             Boulder
## 149                   Odyssey Beerwerks              Arvada
## 150             Upslope Brewing Company             Boulder
## 151       Pateros Creek Brewing Company        Fort Collins
## 152                 Oskar Blues Brewery               Lyons
## 153               Avery Brewing Company             Boulder
## 154                 Ska Brewing Company             Durango
## 155                 Oskar Blues Brewery            Longmont
## 156                    Redstone Meadery             Boulder
## 157            Renegade Brewing Company              Denver
## 158      Crazy Mountain Brewing Company             Edwards
## 159      Crazy Mountain Brewing Company             Edwards
## 160                  Revolution Brewing              Paonia
## 161                 Oskar Blues Brewery               Lyons
## 162       Eddyline Brewery & Restaurant         Buena Vista
## 163                 Oskar Blues Brewery            Longmont
## 164                 Oskar Blues Brewery               Lyons
## 165             Bonfire Brewing Company               Eagle
## 166             Bonfire Brewing Company               Eagle
## 167         New Belgium Brewing Company        Fort Collins
## 168               Dolores River Brewery             Dolores
## 169        Great Divide Brewing Company              Denver
## 170             Bonfire Brewing Company               Eagle
## 171                 Ska Brewing Company             Durango
## 172                 Ska Brewing Company             Durango
## 173                 Ska Brewing Company             Durango
## 174          Pikes Peak Brewing Company            Monument
## 175                        Epic Brewing              Denver
## 176       Eddyline Brewery & Restaurant         Buena Vista
## 177            Palisade Brewing Company            Palisade
## 178       Pateros Creek Brewing Company        Fort Collins
## 179                   High Hops Brewery             Windsor
## 180                 Oskar Blues Brewery               Lyons
## 181                Tommyknocker Brewery       Idaho Springs
## 182         New Belgium Brewing Company        Fort Collins
## 183         New Belgium Brewing Company        Fort Collins
## 184         New Belgium Brewing Company        Fort Collins
## 185             Upslope Brewing Company             Boulder
## 186                 Oskar Blues Brewery            Longmont
## 187         Black Shirt Brewing Company              Denver
## 188                 River North Brewery              Denver
## 189            Grimm Brothers Brewhouse            Loveland
## 190                        Epic Brewing              Denver
## 191             Bonfire Brewing Company               Eagle
## 192      Crazy Mountain Brewing Company             Edwards
## 193       Eddyline Brewery & Restaurant         Buena Vista
## 194         New England Brewing Company          Woodbridge
## 195         New England Brewing Company          Woodbridge
## 196           Back East Brewing Company          Bloomfield
## 197         New England Brewing Company          Woodbridge
## 198         New England Brewing Company          Woodbridge
## 199           Back East Brewing Company          Bloomfield
## 200           Back East Brewing Company          Bloomfield
## 201                   Half Full Brewery            Stamford
## 202         New England Brewing Company          Woodbridge
## 203           Two Roads Brewing Company           Stratford
## 204         New England Brewing Company          Woodbridge
## 205           Two Roads Brewing Company           Stratford
## 206             Shebeen Brewing Company             Wolcott
## 207           Two Roads Brewing Company           Stratford
## 208           Back East Brewing Company          Bloomfield
## 209             Broad Brook Brewing LLC        East Windsor
## 210                   Half Full Brewery            Stamford
## 211           Two Roads Brewing Company           Stratford
## 212         New England Brewing Company          Woodbridge
## 213      Iron Hill Brewery & Restaurant          Wilmington
## 214             DC Brau Brewing Company          Washington
## 215             DC Brau Brewing Company          Washington
## 216             DC Brau Brewing Company          Washington
## 217             DC Brau Brewing Company          Washington
## 218          Cigar City Brewing Company               Tampa
## 219          Cigar City Brewing Company               Tampa
## 220          Cigar City Brewing Company               Tampa
## 221          Cigar City Brewing Company               Tampa
## 222                  Green Room Brewing        Jacksonville
## 223          Cigar City Brewing Company               Tampa
## 224          Cigar City Brewing Company               Tampa
## 225          Cigar City Brewing Company               Tampa
## 226                 3 Daughters Brewing       St Petersburg
## 227          Cigar City Brewing Company               Tampa
## 228          Cigar City Brewing Company               Tampa
## 229                 3 Daughters Brewing       St Petersburg
## 230           Due South Brewing Company       Boynton Beach
## 231         Brindle Dog Brewing Company           Tampa Bay
## 232          Cigar City Brewing Company               Tampa
## 233                   Bold City Brewery        Jacksonville
## 234           Big Storm Brewing Company              Odessa
## 235            Terrapin Brewing Company              Athens
## 236                   Creature Comforts              Athens
## 237            Red Hare Brewing Company            Marietta
## 238            Red Hare Brewing Company            Marietta
## 239                   Creature Comforts              Athens
## 240                Kona Brewing Company                Kona
## 241                  Mehana Brewing Co.                Hilo
## 242                Kona Brewing Company                Kona
## 243             Hawai'i Nui Brewing Co.                Hilo
## 244                Kona Brewing Company                Kona
## 245                Maui Brewing Company             Lahaina
## 246                Maui Brewing Company             Lahaina
## 247                Maui Brewing Company             Lahaina
## 248             Sockeye Brewing Company               Boise
## 249             Payette Brewing Company         Garden City
## 250             Sockeye Brewing Company               Boise
## 251        Laughing Dog Brewing Company            Ponderay
## 252             Payette Brewing Company         Garden City
## 253             Sockeye Brewing Company               Boise
## 254        Laughing Dog Brewing Company            Ponderay
## 255             Sockeye Brewing Company               Boise
## 256             Sockeye Brewing Company               Boise
## 257            SlapShot Brewing Company             Chicago
## 258        Goose Island Brewing Company             Chicago
## 259            SlapShot Brewing Company             Chicago
## 260            Spiteful Brewing Company             Chicago
## 261                  Mikerphone Brewing             Chicago
## 262             Temperance Beer Company            Evanston
## 263               Mickey Finn's Brewery        Libertyville
## 264                Finch's Beer Company             Chicago
## 265              Half Acre Beer Company             Chicago
## 266        Two Brothers Brewing Company         Warrenville
## 267        Two Brothers Brewing Company         Warrenville
## 268                Finch's Beer Company             Chicago
## 269                     Destihl Brewery         Bloomington
## 270            Spiteful Brewing Company             Chicago
## 271                  Mikerphone Brewing             Chicago
## 272            Spiteful Brewing Company             Chicago
## 273        Two Brothers Brewing Company         Warrenville
## 274              Half Acre Beer Company             Chicago
## 275            Spiteful Brewing Company             Chicago
## 276                     Destihl Brewery         Bloomington
## 277             Temperance Beer Company            Evanston
## 278            Spiteful Brewing Company             Chicago
## 279            Spiteful Brewing Company             Chicago
## 280            Spiteful Brewing Company             Chicago
## 281              Half Acre Beer Company             Chicago
## 282              Half Acre Beer Company             Chicago
## 283        Two Brothers Brewing Company         Warrenville
## 284                  Mikerphone Brewing             Chicago
## 285                   Big Muddy Brewing         Murphysboro
## 286                Finch's Beer Company             Chicago
## 287          Wild Onion Brewing Company     Lake Barrington
## 288        Goose Island Brewing Company             Chicago
## 289        Goose Island Brewing Company             Chicago
## 290        Goose Island Brewing Company             Chicago
## 291              Half Acre Beer Company             Chicago
## 292            Spiteful Brewing Company             Chicago
## 293                  Mikerphone Brewing             Chicago
## 294                     Destihl Brewery         Bloomington
## 295                     Destihl Brewery         Bloomington
## 296                Finch's Beer Company             Chicago
## 297             Temperance Beer Company            Evanston
## 298          Wild Onion Brewing Company     Lake Barrington
## 299        Two Brothers Brewing Company         Warrenville
## 300          Wild Onion Brewing Company     Lake Barrington
## 301              Half Acre Beer Company             Chicago
## 302                  Mikerphone Brewing             Chicago
## 303               Flesk Brewing Company             Lombard
## 304          Wild Onion Brewing Company     Lake Barrington
## 305          Revolution Brewing Company             Chicago
## 306                  Mikerphone Brewing             Chicago
## 307                Finch's Beer Company             Chicago
## 308                Finch's Beer Company             Chicago
## 309                 18th Street Brewery                Gary
## 310           450 North Brewing Company            Columbus
## 311            People's Brewing Company           Lafayette
## 312                 18th Street Brewery                Gary
## 313                  Evil Czech Brewery           Mishawaka
## 314              Great Crescent Brewery              Aurora
## 315                    Burn 'Em Brewing       Michigan City
## 316                 18th Street Brewery                Gary
## 317                 18th Street Brewery                Gary
## 318            People's Brewing Company           Lafayette
## 319            People's Brewing Company           Lafayette
## 320              Great Crescent Brewery              Aurora
## 321           450 North Brewing Company            Columbus
## 322             Tin Man Brewing Company          Evansville
## 323            Sun King Brewing Company        Indianapolis
## 324              Great Crescent Brewery              Aurora
## 325              Great Crescent Brewery              Aurora
## 326            People's Brewing Company           Lafayette
## 327                  Evil Czech Brewery           Mishawaka
## 328             Tin Man Brewing Company          Evansville
## 329                    Burn 'Em Brewing       Michigan City
## 330             Tin Man Brewing Company          Evansville
## 331                   Brew Link Brewing          Plainfield
## 332                 18th Street Brewery                Gary
## 333                 18th Street Brewery                Gary
## 334                   Flat 12 Bierwerks        Indianapolis
## 335                    Burn 'Em Brewing       Michigan City
## 336            Sun King Brewing Company        Indianapolis
## 337            Sun King Brewing Company        Indianapolis
## 338            Sun King Brewing Company        Indianapolis
## 339                  Evil Czech Brewery           Mishawaka
## 340                    Burn 'Em Brewing       Michigan City
## 341            Sun King Brewing Company        Indianapolis
## 342                    Burn 'Em Brewing       Michigan City
## 343                    Burn 'Em Brewing       Michigan City
## 344              Great Crescent Brewery              Aurora
## 345                 18th Street Brewery                Gary
## 346           Daredevil Brewing Company         Shelbyville
## 347            Sun King Brewing Company        Indianapolis
## 348                  Evil Czech Brewery           Mishawaka
## 349                  Evil Czech Brewery           Mishawaka
## 350              Great Crescent Brewery              Aurora
## 351                   Chapman's Brewing              Angola
## 352              Great Crescent Brewery              Aurora
## 353          Confluence Brewing Company          Des Moines
## 354              Kalona Brewing Company              Kalona
## 355                 Great River Brewery           Davenport
## 356          Confluence Brewing Company          Des Moines
## 357           Tallgrass Brewing Company           Manhattan
## 358        High Noon Saloon And Brewery         Leavenworth
## 359           Tallgrass Brewing Company           Manhattan
## 360           Tallgrass Brewing Company           Manhattan
## 361           Against the Grain Brewery          Louisville
## 362           Against the Grain Brewery          Louisville
## 363                  West Sixth Brewing           Lexington
## 364                  West Sixth Brewing           Lexington
## 365 Alltech's Lexington Brewing Company           Lexington
## 366           Against the Grain Brewery          Louisville
## 367            Tin Roof Brewing Company         Baton Rouge
## 368          Great Raft Brewing Company          Shreveport
## 369 New Orleans Lager & Ale Brewing ...         New Orleans
## 370          Great Raft Brewing Company          Shreveport
## 371 New Orleans Lager & Ale Brewing ...         New Orleans
## 372            Glabrous Brewing Company            Pineland
## 373            Shipyard Brewing Company            Portland
## 374         Rising Tide Brewing Company            Portland
## 375              Baxter Brewing Company            Lewiston
## 376      Marshall Wharf Brewing Company             Belfast
## 377              Baxter Brewing Company            Lewiston
## 378            Shipyard Brewing Company            Portland
## 379              Baxter Brewing Company            Lewiston
## 380              Baxter Brewing Company            Lewiston
## 381          D.L. Geary Brewing Company            Portland
## 382         Stone Coast Brewing Company            Portland
## 383              Baxter Brewing Company            Lewiston
## 384              Baxter Brewing Company            Lewiston
## 385            Shipyard Brewing Company            Portland
## 386              Baxter Brewing Company            Lewiston
## 387      Marshall Wharf Brewing Company             Belfast
## 388              Baxter Brewing Company            Lewiston
## 389 Red Shedman Farm Brewery and Hop...            Mt. Airy
## 390                  Flying Dog Brewery           Frederick
## 391 Red Shedman Farm Brewery and Hop...            Mt. Airy
## 392           Stillwater Artisanal Ales           Baltimore
## 393                  Flying Dog Brewery           Frederick
## 394 Red Shedman Farm Brewery and Hop...            Mt. Airy
## 395                    The Brewer's Art           Baltimore
## 396                     Heavy Seas Beer          Halethorpe
## 397                    The Brewer's Art           Baltimore
## 398                     Harpoon Brewery              Boston
## 399                       Cape Cod Beer             Hyannis
## 400                     Big Elm Brewing           Sheffield
## 401                     Harpoon Brewery              Boston
## 402            Cape Ann Brewing Company          Gloucester
## 403                 Boston Beer Company              Boston
## 404               Notch Brewing Company             Ipswich
## 405                 Boston Beer Company              Boston
## 406                 Boston Beer Company              Boston
## 407            Jack's Abby Craft Lagers          Framingham
## 408           Wachusett Brewing Company         Westminster
## 409                 Night Shift Brewing             Everett
## 410                Downeast Cider House          Leominster
## 411                 Boston Beer Company              Boston
## 412           Cambridge Brewing Company           Cambridge
## 413         Newburyport Brewing Company         Newburyport
## 414                     Harpoon Brewery              Boston
## 415     Westfield River Brewing Company           Westfield
## 416                 Boston Beer Company              Boston
## 417            Jack's Abby Craft Lagers          Framingham
## 418                     Harpoon Brewery              Boston
## 419                       Cape Cod Beer             Hyannis
## 420           Berkshire Brewing Company     South Deerfield
## 421         Newburyport Brewing Company         Newburyport
## 422                     Harpoon Brewery              Boston
## 423            Jack's Abby Craft Lagers          Framingham
## 424                 Banner Beer Company        Williamsburg
## 425                 Frankenmuth Brewery         Frankenmuth
## 426                      Brewery Vivant        Grand Rapids
## 427                      Brewery Vivant        Grand Rapids
## 428                      Brewery Vivant        Grand Rapids
## 429            Keweenaw Brewing Company            Houghton
## 430                      Brewery Vivant        Grand Rapids
## 431                      Brewery Vivant        Grand Rapids
## 432                      Brewery Vivant        Grand Rapids
## 433                      Brewery Vivant        Grand Rapids
## 434            Gonzo's BiggDogg Brewing           Kalamazoo
## 435                      Brewery Vivant        Grand Rapids
## 436            Keweenaw Brewing Company            Houghton
## 437                      Brewery Vivant        Grand Rapids
## 438                      Brewery Vivant        Grand Rapids
## 439                      Brewery Vivant        Grand Rapids
## 440             MillKing It Productions           Royal Oak
## 441                      Brewery Vivant        Grand Rapids
## 442              Perrin Brewing Company       Comstock Park
## 443                      Brewery Vivant        Grand Rapids
## 444                  Vander Mill Ciders         Spring Lake
## 445                      Brewery Vivant        Grand Rapids
## 446                      Brewery Vivant        Grand Rapids
## 447            Keweenaw Brewing Company            Houghton
## 448            Keweenaw Brewing Company            Houghton
## 449                 Right Brain Brewery       Traverse City
## 450              Perrin Brewing Company       Comstock Park
## 451                  Blackrocks Brewery           Marquette
## 452                      Brewery Vivant        Grand Rapids
## 453                    Petoskey Brewing            Petoskey
## 454                      Brewery Vivant        Grand Rapids
## 455                      Brewery Vivant        Grand Rapids
## 456                      Brewery Vivant        Grand Rapids
## 457              Perrin Brewing Company       Comstock Park
## 458                 Brewery Terra Firma       Traverse City
## 459            Founders Brewing Company        Grand Rapids
## 460                      Brewery Vivant        Grand Rapids
## 461                    Big Lake Brewing             Holland
## 462                      Brewery Vivant        Grand Rapids
## 463            Keweenaw Brewing Company            Houghton
## 464           Cheboygan Brewing Company           Cheboygan
## 465                      Brewery Vivant        Grand Rapids
## 466                      Brewery Vivant        Grand Rapids
## 467                  Blackrocks Brewery           Marquette
## 468           Cheboygan Brewing Company           Cheboygan
## 469                      Brewery Vivant        Grand Rapids
## 470                  Vander Mill Ciders         Spring Lake
## 471          The Mitten Brewing Company        Grand Rapids
## 472                      Brewery Vivant        Grand Rapids
## 473                      Brewery Vivant        Grand Rapids
## 474                 Frankenmuth Brewery         Frankenmuth
## 475                     Atwater Brewery             Detroit
## 476             Arcadia Brewing Company        Battle Creek
## 477                    Tapistry Brewing            Bridgman
## 478      Mountain Town Brewing Company       Mount Pleasant
## 479    Sietsema Orchards and Cider Mill                 Ada
## 480                      Brewery Vivant        Grand Rapids
## 481                    Petoskey Brewing            Petoskey
## 482                    Petoskey Brewing            Petoskey
## 483                      Brewery Vivant        Grand Rapids
## 484              Perrin Brewing Company       Comstock Park
## 485             MillKing It Productions           Royal Oak
## 486             Arcadia Brewing Company        Battle Creek
## 487            Keweenaw Brewing Company            Houghton
## 488            Founders Brewing Company        Grand Rapids
## 489                  Vander Mill Ciders         Spring Lake
## 490                      Brewery Vivant        Grand Rapids
## 491                  Vander Mill Ciders         Spring Lake
## 492                      Brewery Vivant        Grand Rapids
## 493                    Meckley's Cidery     Somerset Center
## 494     Uncle John's Fruit House Winery          St. John's
## 495              Perrin Brewing Company       Comstock Park
## 496                      Brewery Vivant        Grand Rapids
## 497     Rochester Mills Brewing Company           Rochester
## 498     Rochester Mills Brewing Company           Rochester
## 499                   St. Julian Winery             Paw Paw
## 500                      Brewery Vivant        Grand Rapids
## 501                      Bell's Brewery           Kalamazoo
## 502            Keweenaw Brewing Company            Houghton
## 503        Griffin Claw Brewing Company          Birmingham
## 504                    Tapistry Brewing            Bridgman
## 505         White Flame Brewing Company         Hudsonville
## 506        Griffin Claw Brewing Company          Birmingham
## 507                      Brewery Vivant        Grand Rapids
## 508                      Brewery Vivant        Grand Rapids
## 509                     Atwater Brewery             Detroit
## 510     Rochester Mills Brewing Company           Rochester
## 511                    Tapistry Brewing            Bridgman
## 512                 Frankenmuth Brewery         Frankenmuth
## 513     Rochester Mills Brewing Company           Rochester
## 514                     Atwater Brewery             Detroit
## 515                     Atwater Brewery             Detroit
## 516                     Atwater Brewery             Detroit
## 517                      Brewery Vivant        Grand Rapids
## 518        Griffin Claw Brewing Company          Birmingham
## 519     Uncle John's Fruit House Winery          St. John's
## 520                  Blackrocks Brewery           Marquette
## 521                      Brewery Vivant        Grand Rapids
## 522                      Brewery Vivant        Grand Rapids
## 523                      Brewery Vivant        Grand Rapids
## 524                      Brewery Vivant        Grand Rapids
## 525                      Bell's Brewery           Kalamazoo
## 526         Latitude 42 Brewing Company             Portage
## 527                      Bell's Brewery           Kalamazoo
## 528             The Right Brain Brewery       Traverse City
## 529        Griffin Claw Brewing Company          Birmingham
## 530                      Bell's Brewery           Kalamazoo
## 531                      Brewery Vivant        Grand Rapids
## 532              Indeed Brewing Company         Minneapolis
## 533               Surly Brewing Company     Brooklyn Center
## 534              Indeed Brewing Company         Minneapolis
## 535               Surly Brewing Company     Brooklyn Center
## 536         Lift Bridge Brewing Company          Stillwater
## 537               Surly Brewing Company     Brooklyn Center
## 538              Indeed Brewing Company         Minneapolis
## 539                    O'Fallon Brewery            O'Fallon
## 540             4 Hands Brewing Company         Saint Louis
## 541             4 Hands Brewing Company         Saint Louis
## 542               Morgan Street Brewery         Saint Louis
## 543                    O'Fallon Brewery            O'Fallon
## 544             4 Hands Brewing Company         Saint Louis
## 545              Weston Brewing Company              Weston
## 546                    O'Fallon Brewery            O'Fallon
## 547             4 Hands Brewing Company         Saint Louis
## 548               Morgan Street Brewery         Saint Louis
## 549    Kirkwood Station Brewing Company            Kirkwood
## 550             Big Sky Brewing Company            Missoula
## 551             Big Sky Brewing Company            Missoula
## 552             Big Sky Brewing Company            Missoula
## 553             Big Sky Brewing Company            Missoula
## 554            Wildwood Brewing Company        Stevensville
## 555        Kettle House Brewing Company            Missoula
## 556        Harvest Moon Brewing Company                Belt
## 557        Kettle House Brewing Company            Missoula
## 558             Big Sky Brewing Company            Missoula
## 559             Big Sky Brewing Company            Missoula
## 560             Big Sky Brewing Company            Missoula
## 561          Blue Blood Brewing Company             Lincoln
## 562            Nebraska Brewing Company           Papillion
## 563         Thunderhead Brewing Company             Kearney
## 564          Blue Blood Brewing Company             Lincoln
## 565          Blue Blood Brewing Company             Lincoln
## 566            Nebraska Brewing Company           Papillion
## 567         Thunderhead Brewing Company             Kearney
## 568         Thunderhead Brewing Company             Kearney
## 569                        Spilker Ales            Cortland
## 570          Blue Blood Brewing Company             Lincoln
## 571          Blue Blood Brewing Company             Lincoln
## 572          Blue Blood Brewing Company             Lincoln
## 573         Thunderhead Brewing Company             Kearney
## 574            Buckbean Brewing Company                Reno
## 575        Joseph James Brewing Company           Henderson
## 576            Buckbean Brewing Company                Reno
## 577                 White Birch Brewing            Hooksett
## 578 Moat Mountain Smoke House & Brew...        North Conway
## 579                 White Birch Brewing            Hooksett
## 580    Woodstock Inn, Station & Brewery     North Woodstock
## 581    Woodstock Inn, Station & Brewery     North Woodstock
## 582            Santa Fe Brewing Company            Santa Fe
## 583            Santa Fe Brewing Company            Santa Fe
## 584            Santa Fe Brewing Company            Santa Fe
## 585          Blue Point Brewing Company           Patchogue
## 586                Matt Brewing Company               Utica
## 587                 Sixpoint Craft Ales            Brooklyn
## 588                 Sixpoint Craft Ales            Brooklyn
## 589                   Bomb Beer Company            New York
## 590                 Sixpoint Craft Ales            Brooklyn
## 591                 Sixpoint Craft Ales            Brooklyn
## 592                Matt Brewing Company               Utica
## 593                   The Bronx Brewery               Bronx
## 594                    Brooklyn Brewery            Brooklyn
## 595                 Sixpoint Craft Ales            Brooklyn
## 596             Butternuts Beer and Ale       Garrattsville
## 597             Butternuts Beer and Ale       Garrattsville
## 598             Butternuts Beer and Ale       Garrattsville
## 599            Newburgh Brewing Company            Newburgh
## 600          Blue Point Brewing Company           Patchogue
## 601                   Bomb Beer Company            New York
## 602          Blue Point Brewing Company           Patchogue
## 603                Matt Brewing Company               Utica
## 604                   Evil Twin Brewing            Brooklyn
## 605                 Sixpoint Craft Ales            Brooklyn
## 606                Matt Brewing Company               Utica
## 607                Matt Brewing Company               Utica
## 608                Matt Brewing Company               Utica
## 609             Butternuts Beer and Ale       Garrattsville
## 610                   Evil Twin Brewing            Brooklyn
## 611                Cans Bar and Canteen           Charlotte
## 612 Oskar Blues Brewery (North Carol...             Brevard
## 613              Pisgah Brewing Company      Black Mountain
## 614             Aviator Brewing Company       Fuquay-Varina
## 615                   Fullsteam Brewery              Durham
## 616           Asheville Brewing Company           Asheville
## 617                Cans Bar and Canteen           Charlotte
## 618          Frog Level Brewing Company         Waynesville
## 619                Cans Bar and Canteen           Charlotte
## 620            Carolina Beer & Beverage         Mooresville
## 621      Catawba Valley Brewing Company           Morganton
## 622             Catawba Brewing Company           Morganton
## 623           Lonerider Brewing Company             Raleigh
## 624           Asheville Brewing Company           Asheville
## 625 Oskar Blues Brewery (North Carol...             Brevard
## 626           Lonerider Brewing Company             Raleigh
## 627                French Broad Brewery           Asheville
## 628            Triangle Brewing Company              Durham
## 629 Oskar Blues Brewery (North Carol...             Brevard
## 630             Catawba Brewing Company           Morganton
## 631 Oskar Blues Brewery (North Carol...             Brevard
## 632      Catawba Valley Brewing Company           Morganton
## 633              Catawba Island Brewing        Port Clinton
## 634            Jackie O's Pub & Brewery              Athens
## 635         Four String Brewing Company            Columbus
## 636         Seventh Son Brewing Company            Columbus
## 637            Jackie O's Pub & Brewery              Athens
## 638         Seventh Son Brewing Company            Columbus
## 639                  Rhinegeist Brewery          Cincinnati
## 640         Four String Brewing Company            Columbus
## 641                  Rhinegeist Brewery          Cincinnati
## 642         Four String Brewing Company            Columbus
## 643                  Rhinegeist Brewery          Cincinnati
## 644         Angry Orchard Cider Company          Cincinnati
## 645            Jackie O's Pub & Brewery              Athens
## 646                  Rhinegeist Brewery          Cincinnati
## 647 Krebs Brewing Company (Pete's Pl...               Krebs
## 648                      COOP Ale Works       Oklahoma City
## 649                      COOP Ale Works       Oklahoma City
## 650             Mustang Brewing Company             Mustang
## 651             Mustang Brewing Company             Mustang
## 652                      COOP Ale Works       Oklahoma City
## 653              Hopworks Urban Brewery            Portland
## 654              Hopworks Urban Brewery            Portland
## 655              Hopworks Urban Brewery            Portland
## 656     Southern Oregon Brewing Company             Medford
## 657                     Alameda Brewing            Portland
## 658                     Alameda Brewing            Portland
## 659                     Alameda Brewing            Portland
## 660             Caldera Brewing Company             Ashland
## 661          Hop Valley Brewing Company         Springfield
## 662                Seven Brides Brewery           Silverton
## 663                Seven Brides Brewery           Silverton
## 664                   Breakside Brewery            Portland
## 665                  2 Towns Ciderhouse           Corvallis
## 666                  2 Towns Ciderhouse           Corvallis
## 667                  2 Towns Ciderhouse           Corvallis
## 668             Caldera Brewing Company             Ashland
## 669             Caldera Brewing Company             Ashland
## 670               Base Camp Brewing Co.            Portland
## 671             Caldera Brewing Company             Ashland
## 672             Caldera Brewing Company             Ashland
## 673             Astoria Brewing Company             Astoria
## 674             Astoria Brewing Company             Astoria
## 675             Astoria Brewing Company             Astoria
## 676             Caldera Brewing Company             Ashland
## 677             Caldera Brewing Company             Ashland
## 678             Caldera Brewing Company             Ashland
## 679             Caldera Brewing Company             Ashland
## 680               Base Camp Brewing Co.            Portland
## 681                 Fort George Brewery             Astoria
## 682          Occidental Brewing Company            Portland
## 683               Base Camp Brewing Co.            Portland
## 684               Base Camp Brewing Co.            Portland
## 685          Rivertowne Brewing Company              Export
## 686            Manayunk Brewing Company        Philadelphia
## 687       North Country Brewing Company       Slippery Rock
## 688                  Round Guys Brewing            Lansdale
## 689            Manayunk Brewing Company        Philadelphia
## 690           Old Forge Brewing Company            Danville
## 691                      Voodoo Brewery           Meadville
## 692          Rivertowne Brewing Company              Export
## 693                      Voodoo Brewery           Meadville
## 694                  Round Guys Brewing            Lansdale
## 695          Rivertowne Brewing Company              Export
## 696                      Voodoo Brewery           Meadville
## 697            Manayunk Brewing Company        Philadelphia
## 698          Rivertowne Brewing Company              Export
## 699                      Straub Brewery           St Mary's
## 700                 Liquid Hero Brewery                York
## 701                  Round Guys Brewing            Lansdale
## 702            Manayunk Brewing Company        Philadelphia
## 703              Tröegs Brewing Company             Hershey
## 704           Old Forge Brewing Company            Danville
## 705          Rivertowne Brewing Company              Export
## 706          Rivertowne Brewing Company              Export
## 707             Sly Fox Brewing Company           Pottstown
## 708              Boxcar Brewing Company        West Chester
## 709            Manayunk Brewing Company        Philadelphia
## 710          Rivertowne Brewing Company              Export
## 711          Rivertowne Brewing Company              Export
## 712                 Liquid Hero Brewery                York
## 713                  Round Guys Brewing            Lansdale
## 714              Tröegs Brewing Company             Hershey
## 715       North Country Brewing Company       Slippery Rock
## 716           Old Forge Brewing Company            Danville
## 717       North Country Brewing Company       Slippery Rock
## 718                    The Lion Brewery        Wilkes-Barre
## 719           Old Forge Brewing Company            Danville
## 720             Sly Fox Brewing Company           Pottstown
## 721                      Voodoo Brewery           Meadville
## 722                      Voodoo Brewery           Meadville
## 723          Rivertowne Brewing Company              Export
## 724             Sly Fox Brewing Company           Pottstown
## 725       North Country Brewing Company       Slippery Rock
## 726                      Straub Brewery           St Mary's
## 727              Tröegs Brewing Company             Hershey
## 728                  Round Guys Brewing            Lansdale
## 729                 Liquid Hero Brewery                York
## 730           Lancaster Brewing Company           Lancaster
## 731          Rivertowne Brewing Company              Export
## 732            Manayunk Brewing Company        Philadelphia
## 733             Sly Fox Brewing Company           Pottstown
## 734            Hop Farm Brewing Company          Pittsburgh
## 735        Narragansett Brewing Company          Providence
## 736   Grey Sail Brewing of Rhode Island            Westerly
## 737           Foolproof Brewing Company           Pawtucket
## 738           Foolproof Brewing Company           Pawtucket
## 739           Grey Sail Brewing Company            Westerly
## 740     Coastal Extreme Brewing Company             Newport
## 741   Grey Sail Brewing of Rhode Island            Westerly
## 742               COAST Brewing Company          Charleston
## 743               COAST Brewing Company          Charleston
## 744               COAST Brewing Company          Charleston
## 745           Westbrook Brewing Company        Mt. Pleasant
## 746               COAST Brewing Company          Charleston
## 747           Westbrook Brewing Company        Mt. Pleasant
## 748           Crow Peak Brewing Company           Spearfish
## 749           Crow Peak Brewing Company           Spearfish
## 750           Crow Peak Brewing Company           Spearfish
## 751           Crow Peak Brewing Company           Spearfish
## 752           Big River Brewing Company         Chattanooga
## 753                 Armadillo Ale Works              Denton
## 754                 Cedar Creek Brewery        Seven Points
## 755             Karbach Brewing Company             Houston
## 756                  Texian Brewing Co.            Richmond
## 757          Pedernales Brewing Company      Fredericksburg
## 758             Karbach Brewing Company             Houston
## 759          Deep Ellum Brewing Company              Dallas
## 760             Karbach Brewing Company             Houston
## 761             Karbach Brewing Company             Houston
## 762          Deep Ellum Brewing Company              Dallas
## 763 Uncle Billy's Brewery and Smokeh...              Austin
## 764            Big Bend Brewing Company              Alpine
## 765             Karbach Brewing Company             Houston
## 766        Four Corners Brewing Company              Dallas
## 767          Pedernales Brewing Company      Fredericksburg
## 768             Grapevine Craft Brewery      Farmers Branch
## 769                  Texian Brewing Co.            Richmond
## 770       Southern Star Brewing Company              Conroe
## 771                    Austin Beerworks              Austin
## 772            Big Bend Brewing Company              Alpine
## 773                 Armadillo Ale Works              Denton
## 774              Pete's Brewing Company         San Antonio
## 775            Big Bend Brewing Company              Alpine
## 776             Grapevine Craft Brewery      Farmers Branch
## 777            Real Ale Brewing Company              Blanco
## 778          Branchline Brewing Company         San Antonio
## 779              Pete's Brewing Company         San Antonio
## 780             Karbach Brewing Company             Houston
## 781             Grapevine Craft Brewery      Farmers Branch
## 782                South Austin Brewery        South Austin
## 783             Karbach Brewing Company             Houston
## 784          Deep Ellum Brewing Company              Dallas
## 785                 Cedar Creek Brewery        Seven Points
## 786        New Republic Brewing Company     College Station
## 787       Buffalo Bayou Brewing Company             Houston
## 788              Pete's Brewing Company         San Antonio
## 789              Pete's Brewing Company         San Antonio
## 790             Karbach Brewing Company             Houston
## 791            Utah Brewers Cooperative      Salt Lake City
## 792            Utah Brewers Cooperative      Salt Lake City
## 793            Utah Brewers Cooperative      Salt Lake City
## 794               Uinta Brewing Company      Salt Lake City
## 795                        Moab Brewery                Moab
## 796                    Bohemian Brewery             Midvale
## 797            Utah Brewers Cooperative      Salt Lake City
## 798                    Bohemian Brewery             Midvale
## 799               Uinta Brewing Company      Salt Lake City
## 800                 Lost Nation Brewing      East Fairfield
## 801          Fiddlehead Brewing Company           Shelburne
## 802                 Lost Nation Brewing      East Fairfield
## 803           The Traveler Beer Company          Burlington
## 804          Long Trail Brewing Company Bridgewater Corners
## 805          Fiddlehead Brewing Company           Shelburne
## 806               The Just Beer Project          Burlington
## 807           Magic Hat Brewing Company    South Burlington
## 808          Fiddlehead Brewing Company           Shelburne
## 809           Wild Wolf Brewing Company          Nellysford
## 810 Center of the Universe Brewing C...             Ashland
## 811                         Hale's Ales             Seattle
## 812             Orlison Brewing Company      Airway Heights
## 813           Two Beers Brewing Company             Seattle
## 814                      Engine House 9              Tacoma
## 815                         Hale's Ales             Seattle
## 816             Amnesia Brewing Company           Washougal
## 817             Orlison Brewing Company      Airway Heights
## 818                     Wingman Brewers              Tacoma
## 819                 Everybody's Brewing        White Salmon
## 820             Fremont Brewing Company             Seattle
## 821           Two Beers Brewing Company             Seattle
## 822           Emerald City Beer Company             Seattle
## 823             Amnesia Brewing Company           Washougal
## 824             Orlison Brewing Company      Airway Heights
## 825        Bale Breaker Brewing Company              Yakima
## 826                     Wingman Brewers              Tacoma
## 827             Fremont Brewing Company             Seattle
## 828                     Hilliard's Beer             Seattle
## 829               Aslan Brewing Company          Bellingham
## 830                   Pyramid Breweries             Seattle
## 831                     Redhook Brewery         Woodinville
## 832               Aslan Brewing Company          Bellingham
## 833              7 Seas Brewing Company          Gig Harbor
## 834                     Capital Brewery           Middleton
## 835           Wisconsin Brewing Company              Verona
## 836                Minhas Craft Brewery              Monroe
## 837                     Capital Brewery           Middleton
## 838           Wisconsin Brewing Company              Verona
## 839               Stevens Point Brewery       Stevens Point
## 840                Minhas Craft Brewery              Monroe
## 841                     Capital Brewery           Middleton
## 842              Stillmank Beer Company           Green Bay
## 843                Minhas Craft Brewery              Monroe
## 844               Stevens Point Brewery       Stevens Point
## 845                 Horny Goat Brew Pub           Milwaukee
## 846                 Horny Goat Brew Pub           Milwaukee
## 847        Angry Minnow Brewing Company             Hayward
## 848                           Ciderboys       Stevens Point
## 849               Stevens Point Brewery       Stevens Point
## 850             Lucette Brewing Company           Menominie
## 851               Stevens Point Brewery       Stevens Point
## 852           Wisconsin Brewing Company              Verona
## 853         Geneva Lake Brewing Company         Lake Geneva
## 854               Stevens Point Brewery       Stevens Point
## 855                           Ciderboys       Stevens Point
## 856          James Page Brewing Company       Stevens Point
## 857           Milwaukee Brewing Company           Milwaukee
## 858                     Capital Brewery           Middleton
## 859               Stevens Point Brewery       Stevens Point
## 860                     Capital Brewery           Middleton
## 861           Wisconsin Brewing Company              Verona
## 862                          Ale Asylum             Madison
## 863                Minhas Craft Brewery              Monroe
## 864                Minhas Craft Brewery              Monroe
## 865                  Northwoods Brewpub          Eau Claire
## 866        Angry Minnow Brewing Company             Hayward
## 867                     Capital Brewery           Middleton
## 868                     Capital Brewery           Middleton
## 869          James Page Brewing Company       Stevens Point
## 870             Lucette Brewing Company           Menominee
## 871                     Capital Brewery           Middleton
## 872                     Capital Brewery           Middleton
## 873         Geneva Lake Brewing Company         Lake Geneva
## 874         Geneva Lake Brewing Company         Lake Geneva
## 875                Minhas Craft Brewery              Monroe
## 876                Minhas Craft Brewery              Monroe
##                    State
## 1                Alabama
## 2                 Alaska
## 3                 Alaska
## 4                 Alaska
## 5                Arizona
## 6                Arizona
## 7                Arizona
## 8                Arizona
## 9                Arizona
## 10               Arizona
## 11               Arizona
## 12               Arizona
## 13               Arizona
## 14               Arizona
## 15               Arizona
## 16               Arizona
## 17               Arizona
## 18               Arizona
## 19               Arizona
## 20               Arizona
## 21               Arizona
## 22               Arizona
## 23               Arizona
## 24               Arizona
## 25               Arizona
## 26              Arkansas
## 27              Arkansas
## 28            California
## 29            California
## 30            California
## 31            California
## 32            California
## 33            California
## 34            California
## 35            California
## 36            California
## 37            California
## 38            California
## 39            California
## 40            California
## 41            California
## 42            California
## 43            California
## 44            California
## 45            California
## 46            California
## 47            California
## 48            California
## 49            California
## 50            California
## 51            California
## 52            California
## 53            California
## 54            California
## 55            California
## 56            California
## 57            California
## 58            California
## 59            California
## 60            California
## 61            California
## 62            California
## 63            California
## 64            California
## 65            California
## 66            California
## 67            California
## 68            California
## 69            California
## 70            California
## 71            California
## 72            California
## 73            California
## 74            California
## 75              Colorado
## 76              Colorado
## 77              Colorado
## 78              Colorado
## 79              Colorado
## 80              Colorado
## 81              Colorado
## 82              Colorado
## 83              Colorado
## 84              Colorado
## 85              Colorado
## 86              Colorado
## 87              Colorado
## 88              Colorado
## 89              Colorado
## 90              Colorado
## 91              Colorado
## 92              Colorado
## 93              Colorado
## 94              Colorado
## 95              Colorado
## 96              Colorado
## 97              Colorado
## 98              Colorado
## 99              Colorado
## 100             Colorado
## 101             Colorado
## 102             Colorado
## 103             Colorado
## 104             Colorado
## 105             Colorado
## 106             Colorado
## 107             Colorado
## 108             Colorado
## 109             Colorado
## 110             Colorado
## 111             Colorado
## 112             Colorado
## 113             Colorado
## 114             Colorado
## 115             Colorado
## 116             Colorado
## 117             Colorado
## 118             Colorado
## 119             Colorado
## 120             Colorado
## 121             Colorado
## 122             Colorado
## 123             Colorado
## 124             Colorado
## 125             Colorado
## 126             Colorado
## 127             Colorado
## 128             Colorado
## 129             Colorado
## 130             Colorado
## 131             Colorado
## 132             Colorado
## 133             Colorado
## 134             Colorado
## 135             Colorado
## 136             Colorado
## 137             Colorado
## 138             Colorado
## 139             Colorado
## 140             Colorado
## 141             Colorado
## 142             Colorado
## 143             Colorado
## 144             Colorado
## 145             Colorado
## 146             Colorado
## 147             Colorado
## 148             Colorado
## 149             Colorado
## 150             Colorado
## 151             Colorado
## 152             Colorado
## 153             Colorado
## 154             Colorado
## 155             Colorado
## 156             Colorado
## 157             Colorado
## 158             Colorado
## 159             Colorado
## 160             Colorado
## 161             Colorado
## 162             Colorado
## 163             Colorado
## 164             Colorado
## 165             Colorado
## 166             Colorado
## 167             Colorado
## 168             Colorado
## 169             Colorado
## 170             Colorado
## 171             Colorado
## 172             Colorado
## 173             Colorado
## 174             Colorado
## 175             Colorado
## 176             Colorado
## 177             Colorado
## 178             Colorado
## 179             Colorado
## 180             Colorado
## 181             Colorado
## 182             Colorado
## 183             Colorado
## 184             Colorado
## 185             Colorado
## 186             Colorado
## 187             Colorado
## 188             Colorado
## 189             Colorado
## 190             Colorado
## 191             Colorado
## 192             Colorado
## 193             Colorado
## 194          Connecticut
## 195          Connecticut
## 196          Connecticut
## 197          Connecticut
## 198          Connecticut
## 199          Connecticut
## 200          Connecticut
## 201          Connecticut
## 202          Connecticut
## 203          Connecticut
## 204          Connecticut
## 205          Connecticut
## 206          Connecticut
## 207          Connecticut
## 208          Connecticut
## 209          Connecticut
## 210          Connecticut
## 211          Connecticut
## 212          Connecticut
## 213             Delaware
## 214 District of Columbia
## 215 District of Columbia
## 216 District of Columbia
## 217 District of Columbia
## 218              Florida
## 219              Florida
## 220              Florida
## 221              Florida
## 222              Florida
## 223              Florida
## 224              Florida
## 225              Florida
## 226              Florida
## 227              Florida
## 228              Florida
## 229              Florida
## 230              Florida
## 231              Florida
## 232              Florida
## 233              Florida
## 234              Florida
## 235              Georgia
## 236              Georgia
## 237              Georgia
## 238              Georgia
## 239              Georgia
## 240               Hawaii
## 241               Hawaii
## 242               Hawaii
## 243               Hawaii
## 244               Hawaii
## 245               Hawaii
## 246               Hawaii
## 247               Hawaii
## 248                Idaho
## 249                Idaho
## 250                Idaho
## 251                Idaho
## 252                Idaho
## 253                Idaho
## 254                Idaho
## 255                Idaho
## 256                Idaho
## 257             Illinois
## 258             Illinois
## 259             Illinois
## 260             Illinois
## 261             Illinois
## 262             Illinois
## 263             Illinois
## 264             Illinois
## 265             Illinois
## 266             Illinois
## 267             Illinois
## 268             Illinois
## 269             Illinois
## 270             Illinois
## 271             Illinois
## 272             Illinois
## 273             Illinois
## 274             Illinois
## 275             Illinois
## 276             Illinois
## 277             Illinois
## 278             Illinois
## 279             Illinois
## 280             Illinois
## 281             Illinois
## 282             Illinois
## 283             Illinois
## 284             Illinois
## 285             Illinois
## 286             Illinois
## 287             Illinois
## 288             Illinois
## 289             Illinois
## 290             Illinois
## 291             Illinois
## 292             Illinois
## 293             Illinois
## 294             Illinois
## 295             Illinois
## 296             Illinois
## 297             Illinois
## 298             Illinois
## 299             Illinois
## 300             Illinois
## 301             Illinois
## 302             Illinois
## 303             Illinois
## 304             Illinois
## 305             Illinois
## 306             Illinois
## 307             Illinois
## 308             Illinois
## 309              Indiana
## 310              Indiana
## 311              Indiana
## 312              Indiana
## 313              Indiana
## 314              Indiana
## 315              Indiana
## 316              Indiana
## 317              Indiana
## 318              Indiana
## 319              Indiana
## 320              Indiana
## 321              Indiana
## 322              Indiana
## 323              Indiana
## 324              Indiana
## 325              Indiana
## 326              Indiana
## 327              Indiana
## 328              Indiana
## 329              Indiana
## 330              Indiana
## 331              Indiana
## 332              Indiana
## 333              Indiana
## 334              Indiana
## 335              Indiana
## 336              Indiana
## 337              Indiana
## 338              Indiana
## 339              Indiana
## 340              Indiana
## 341              Indiana
## 342              Indiana
## 343              Indiana
## 344              Indiana
## 345              Indiana
## 346              Indiana
## 347              Indiana
## 348              Indiana
## 349              Indiana
## 350              Indiana
## 351              Indiana
## 352              Indiana
## 353                 Iowa
## 354                 Iowa
## 355                 Iowa
## 356                 Iowa
## 357               Kansas
## 358               Kansas
## 359               Kansas
## 360               Kansas
## 361             Kentucky
## 362             Kentucky
## 363             Kentucky
## 364             Kentucky
## 365             Kentucky
## 366             Kentucky
## 367            Louisiana
## 368            Louisiana
## 369            Louisiana
## 370            Louisiana
## 371            Louisiana
## 372                Maine
## 373                Maine
## 374                Maine
## 375                Maine
## 376                Maine
## 377                Maine
## 378                Maine
## 379                Maine
## 380                Maine
## 381                Maine
## 382                Maine
## 383                Maine
## 384                Maine
## 385                Maine
## 386                Maine
## 387                Maine
## 388                Maine
## 389             Maryland
## 390             Maryland
## 391             Maryland
## 392             Maryland
## 393             Maryland
## 394             Maryland
## 395             Maryland
## 396             Maryland
## 397             Maryland
## 398        Massachusetts
## 399        Massachusetts
## 400        Massachusetts
## 401        Massachusetts
## 402        Massachusetts
## 403        Massachusetts
## 404        Massachusetts
## 405        Massachusetts
## 406        Massachusetts
## 407        Massachusetts
## 408        Massachusetts
## 409        Massachusetts
## 410        Massachusetts
## 411        Massachusetts
## 412        Massachusetts
## 413        Massachusetts
## 414        Massachusetts
## 415        Massachusetts
## 416        Massachusetts
## 417        Massachusetts
## 418        Massachusetts
## 419        Massachusetts
## 420        Massachusetts
## 421        Massachusetts
## 422        Massachusetts
## 423        Massachusetts
## 424        Massachusetts
## 425             Michigan
## 426             Michigan
## 427             Michigan
## 428             Michigan
## 429             Michigan
## 430             Michigan
## 431             Michigan
## 432             Michigan
## 433             Michigan
## 434             Michigan
## 435             Michigan
## 436             Michigan
## 437             Michigan
## 438             Michigan
## 439             Michigan
## 440             Michigan
## 441             Michigan
## 442             Michigan
## 443             Michigan
## 444             Michigan
## 445             Michigan
## 446             Michigan
## 447             Michigan
## 448             Michigan
## 449             Michigan
## 450             Michigan
## 451             Michigan
## 452             Michigan
## 453             Michigan
## 454             Michigan
## 455             Michigan
## 456             Michigan
## 457             Michigan
## 458             Michigan
## 459             Michigan
## 460             Michigan
## 461             Michigan
## 462             Michigan
## 463             Michigan
## 464             Michigan
## 465             Michigan
## 466             Michigan
## 467             Michigan
## 468             Michigan
## 469             Michigan
## 470             Michigan
## 471             Michigan
## 472             Michigan
## 473             Michigan
## 474             Michigan
## 475             Michigan
## 476             Michigan
## 477             Michigan
## 478             Michigan
## 479             Michigan
## 480             Michigan
## 481             Michigan
## 482             Michigan
## 483             Michigan
## 484             Michigan
## 485             Michigan
## 486             Michigan
## 487             Michigan
## 488             Michigan
## 489             Michigan
## 490             Michigan
## 491             Michigan
## 492             Michigan
## 493             Michigan
## 494             Michigan
## 495             Michigan
## 496             Michigan
## 497             Michigan
## 498             Michigan
## 499             Michigan
## 500             Michigan
## 501             Michigan
## 502             Michigan
## 503             Michigan
## 504             Michigan
## 505             Michigan
## 506             Michigan
## 507             Michigan
## 508             Michigan
## 509             Michigan
## 510             Michigan
## 511             Michigan
## 512             Michigan
## 513             Michigan
## 514             Michigan
## 515             Michigan
## 516             Michigan
## 517             Michigan
## 518             Michigan
## 519             Michigan
## 520             Michigan
## 521             Michigan
## 522             Michigan
## 523             Michigan
## 524             Michigan
## 525             Michigan
## 526             Michigan
## 527             Michigan
## 528             Michigan
## 529             Michigan
## 530             Michigan
## 531             Michigan
## 532            Minnesota
## 533            Minnesota
## 534            Minnesota
## 535            Minnesota
## 536            Minnesota
## 537            Minnesota
## 538            Minnesota
## 539             Missouri
## 540             Missouri
## 541             Missouri
## 542             Missouri
## 543             Missouri
## 544             Missouri
## 545             Missouri
## 546             Missouri
## 547             Missouri
## 548             Missouri
## 549             Missouri
## 550              Montana
## 551              Montana
## 552              Montana
## 553              Montana
## 554              Montana
## 555              Montana
## 556              Montana
## 557              Montana
## 558              Montana
## 559              Montana
## 560              Montana
## 561             Nebraska
## 562             Nebraska
## 563             Nebraska
## 564             Nebraska
## 565             Nebraska
## 566             Nebraska
## 567             Nebraska
## 568             Nebraska
## 569             Nebraska
## 570             Nebraska
## 571             Nebraska
## 572             Nebraska
## 573             Nebraska
## 574               Nevada
## 575               Nevada
## 576               Nevada
## 577        New Hampshire
## 578        New Hampshire
## 579        New Hampshire
## 580        New Hampshire
## 581        New Hampshire
## 582           New Mexico
## 583           New Mexico
## 584           New Mexico
## 585             New York
## 586             New York
## 587             New York
## 588             New York
## 589             New York
## 590             New York
## 591             New York
## 592             New York
## 593             New York
## 594             New York
## 595             New York
## 596             New York
## 597             New York
## 598             New York
## 599             New York
## 600             New York
## 601             New York
## 602             New York
## 603             New York
## 604             New York
## 605             New York
## 606             New York
## 607             New York
## 608             New York
## 609             New York
## 610             New York
## 611       North Carolina
## 612       North Carolina
## 613       North Carolina
## 614       North Carolina
## 615       North Carolina
## 616       North Carolina
## 617       North Carolina
## 618       North Carolina
## 619       North Carolina
## 620       North Carolina
## 621       North Carolina
## 622       North Carolina
## 623       North Carolina
## 624       North Carolina
## 625       North Carolina
## 626       North Carolina
## 627       North Carolina
## 628       North Carolina
## 629       North Carolina
## 630       North Carolina
## 631       North Carolina
## 632       North Carolina
## 633                 Ohio
## 634                 Ohio
## 635                 Ohio
## 636                 Ohio
## 637                 Ohio
## 638                 Ohio
## 639                 Ohio
## 640                 Ohio
## 641                 Ohio
## 642                 Ohio
## 643                 Ohio
## 644                 Ohio
## 645                 Ohio
## 646                 Ohio
## 647             Oklahoma
## 648             Oklahoma
## 649             Oklahoma
## 650             Oklahoma
## 651             Oklahoma
## 652             Oklahoma
## 653               Oregon
## 654               Oregon
## 655               Oregon
## 656               Oregon
## 657               Oregon
## 658               Oregon
## 659               Oregon
## 660               Oregon
## 661               Oregon
## 662               Oregon
## 663               Oregon
## 664               Oregon
## 665               Oregon
## 666               Oregon
## 667               Oregon
## 668               Oregon
## 669               Oregon
## 670               Oregon
## 671               Oregon
## 672               Oregon
## 673               Oregon
## 674               Oregon
## 675               Oregon
## 676               Oregon
## 677               Oregon
## 678               Oregon
## 679               Oregon
## 680               Oregon
## 681               Oregon
## 682               Oregon
## 683               Oregon
## 684               Oregon
## 685         Pennsylvania
## 686         Pennsylvania
## 687         Pennsylvania
## 688         Pennsylvania
## 689         Pennsylvania
## 690         Pennsylvania
## 691         Pennsylvania
## 692         Pennsylvania
## 693         Pennsylvania
## 694         Pennsylvania
## 695         Pennsylvania
## 696         Pennsylvania
## 697         Pennsylvania
## 698         Pennsylvania
## 699         Pennsylvania
## 700         Pennsylvania
## 701         Pennsylvania
## 702         Pennsylvania
## 703         Pennsylvania
## 704         Pennsylvania
## 705         Pennsylvania
## 706         Pennsylvania
## 707         Pennsylvania
## 708         Pennsylvania
## 709         Pennsylvania
## 710         Pennsylvania
## 711         Pennsylvania
## 712         Pennsylvania
## 713         Pennsylvania
## 714         Pennsylvania
## 715         Pennsylvania
## 716         Pennsylvania
## 717         Pennsylvania
## 718         Pennsylvania
## 719         Pennsylvania
## 720         Pennsylvania
## 721         Pennsylvania
## 722         Pennsylvania
## 723         Pennsylvania
## 724         Pennsylvania
## 725         Pennsylvania
## 726         Pennsylvania
## 727         Pennsylvania
## 728         Pennsylvania
## 729         Pennsylvania
## 730         Pennsylvania
## 731         Pennsylvania
## 732         Pennsylvania
## 733         Pennsylvania
## 734         Pennsylvania
## 735         Rhode Island
## 736         Rhode Island
## 737         Rhode Island
## 738         Rhode Island
## 739         Rhode Island
## 740         Rhode Island
## 741         Rhode Island
## 742       South Carolina
## 743       South Carolina
## 744       South Carolina
## 745       South Carolina
## 746       South Carolina
## 747       South Carolina
## 748         South Dakota
## 749         South Dakota
## 750         South Dakota
## 751         South Dakota
## 752            Tennessee
## 753                Texas
## 754                Texas
## 755                Texas
## 756                Texas
## 757                Texas
## 758                Texas
## 759                Texas
## 760                Texas
## 761                Texas
## 762                Texas
## 763                Texas
## 764                Texas
## 765                Texas
## 766                Texas
## 767                Texas
## 768                Texas
## 769                Texas
## 770                Texas
## 771                Texas
## 772                Texas
## 773                Texas
## 774                Texas
## 775                Texas
## 776                Texas
## 777                Texas
## 778                Texas
## 779                Texas
## 780                Texas
## 781                Texas
## 782                Texas
## 783                Texas
## 784                Texas
## 785                Texas
## 786                Texas
## 787                Texas
## 788                Texas
## 789                Texas
## 790                Texas
## 791                 Utah
## 792                 Utah
## 793                 Utah
## 794                 Utah
## 795                 Utah
## 796                 Utah
## 797                 Utah
## 798                 Utah
## 799                 Utah
## 800              Vermont
## 801              Vermont
## 802              Vermont
## 803              Vermont
## 804              Vermont
## 805              Vermont
## 806              Vermont
## 807              Vermont
## 808              Vermont
## 809             Virginia
## 810             Virginia
## 811           Washington
## 812           Washington
## 813           Washington
## 814           Washington
## 815           Washington
## 816           Washington
## 817           Washington
## 818           Washington
## 819           Washington
## 820           Washington
## 821           Washington
## 822           Washington
## 823           Washington
## 824           Washington
## 825           Washington
## 826           Washington
## 827           Washington
## 828           Washington
## 829           Washington
## 830           Washington
## 831           Washington
## 832           Washington
## 833           Washington
## 834            Wisconsin
## 835            Wisconsin
## 836            Wisconsin
## 837            Wisconsin
## 838            Wisconsin
## 839            Wisconsin
## 840            Wisconsin
## 841            Wisconsin
## 842            Wisconsin
## 843            Wisconsin
## 844            Wisconsin
## 845            Wisconsin
## 846            Wisconsin
## 847            Wisconsin
## 848            Wisconsin
## 849            Wisconsin
## 850            Wisconsin
## 851            Wisconsin
## 852            Wisconsin
## 853            Wisconsin
## 854            Wisconsin
## 855            Wisconsin
## 856            Wisconsin
## 857            Wisconsin
## 858            Wisconsin
## 859            Wisconsin
## 860            Wisconsin
## 861            Wisconsin
## 862            Wisconsin
## 863            Wisconsin
## 864            Wisconsin
## 865            Wisconsin
## 866            Wisconsin
## 867            Wisconsin
## 868            Wisconsin
## 869            Wisconsin
## 870            Wisconsin
## 871            Wisconsin
## 872            Wisconsin
## 873            Wisconsin
## 874            Wisconsin
## 875            Wisconsin
## 876            Wisconsin

Question 3: Address the missing values in each column. Include a short mention of if you are assuming the data to be MCAR, MAR or NMAR.

merged_data4 <- merged_data2
# Loop through each row of the data frame to replace IBU null values with a median per state.
for (i in 1:nrow(merged_data4)) {
  # Check if both ABV and IBU are NA
  if (is.na(merged_data4$ABV[i]) && is.na(merged_data4$IBU[i])) {
    # Drop the row if both ABV and IBU are NA
    merged_dat4 <- merged_data4[-i, ]
  } else {
    merged_data4 <- merged_data4 %>%
      group_by(Abbr) %>%
      mutate(IBU = ifelse(is.na(IBU), (median(IBU, na.rm = TRUE)), IBU))
    # If either ABV or IBU has a value, replace NA with zero
   # merged_data_review$ABV[i] <- ifelse(is.na(merged_data_review$ABV[i]), 0, merged_data_review$ABV[i])
   #  merged_data_review$IBU[i] <- ifelse(is.na(merged_data_review$IBU[i]), 0, merged_data_review$IBU[i])
  }
}
merged_data4
## # A tibble: 2,410 × 11
## # Groups:   Abbr [51]
##    Abbr  Beer_Name      Beer_ID   ABV   IBU Brewery_id Style Ounces Brewery_Name
##    <chr> <chr>            <int> <dbl> <dbl>      <int> <chr>  <dbl> <chr>       
##  1 AK    Northern Ligh…     921 0.05     38        494 Amer…     12 Broken Toot…
##  2 AK    Pleasure Town     2093 0.063    38        224 Amer…     12 Midnight Su…
##  3 AK    King Street H…    1666 0.057    30        103 Hefe…     12 King Street…
##  4 AK    Amber Ale         2436 0.051    63        103 Amer…     12 King Street…
##  5 AK    King Street B…    1665 0.049    38        103 Amer…     12 King Street…
##  6 AK    King Street P…    1706 0.055    71        103 Czec…     12 King Street…
##  7 AK    Snowshoe Whit…     587 0.048    70        224 Witb…     12 Midnight Su…
##  8 AK    Pleasure Town…    1814 0.063    70        224 Amer…     12 Midnight Su…
##  9 AK    Kodiak Brown …     586 0.05     64        224 Amer…     12 Midnight Su…
## 10 AK    Alaskan Amber     1920 0.053    61        271 Altb…     12 Alaskan Bre…
## # ℹ 2,400 more rows
## # ℹ 2 more variables: City <chr>, State <chr>
# Loop through each row of the data frame to replace ABV null values with a median per state.
for (i in 1:nrow(merged_data4)) {
  # Check if both ABV and IBU are NA
  if (is.na(merged_data4$ABV[i]) && is.na(merged_data4$IBU[i])) {
    # Drop the row if both ABV and IBU are NA
    merged_data4 <- merged_data4[-i, ]
  } else {
    merged_data4 <- merged_data4 %>%
      group_by(Abbr) %>%
      mutate(ABV = ifelse(is.na(ABV), (median(ABV, na.rm = TRUE)), ABV))
    # If either ABV or IBU has a value, replace NA with zero
   # merged_data_review$ABV[i] <- ifelse(is.na(merged_data_review$ABV[i]), 0, merged_data_review$ABV[i])
   #  merged_data_review$IBU[i] <- ifelse(is.na(merged_data_review$IBU[i]), 0, merged_data_review$IBU[i])
  }
}
# Reset row names if needed
row.names(merged_data4) <- NULL
merged_data5 <- merged_data4
merged_data5 
## # A tibble: 2,410 × 11
## # Groups:   Abbr [51]
##    Abbr  Beer_Name      Beer_ID   ABV   IBU Brewery_id Style Ounces Brewery_Name
##    <chr> <chr>            <int> <dbl> <dbl>      <int> <chr>  <dbl> <chr>       
##  1 AK    Northern Ligh…     921 0.05     38        494 Amer…     12 Broken Toot…
##  2 AK    Pleasure Town     2093 0.063    38        224 Amer…     12 Midnight Su…
##  3 AK    King Street H…    1666 0.057    30        103 Hefe…     12 King Street…
##  4 AK    Amber Ale         2436 0.051    63        103 Amer…     12 King Street…
##  5 AK    King Street B…    1665 0.049    38        103 Amer…     12 King Street…
##  6 AK    King Street P…    1706 0.055    71        103 Czec…     12 King Street…
##  7 AK    Snowshoe Whit…     587 0.048    70        224 Witb…     12 Midnight Su…
##  8 AK    Pleasure Town…    1814 0.063    70        224 Amer…     12 Midnight Su…
##  9 AK    Kodiak Brown …     586 0.05     64        224 Amer…     12 Midnight Su…
## 10 AK    Alaskan Amber     1920 0.053    61        271 Altb…     12 Alaskan Bre…
## # ℹ 2,400 more rows
## # ℹ 2 more variables: City <chr>, State <chr>

This US city data comes from https://simplemaps.com/data/us-cities

Path2 <- "C:/Users/hp/Desktop/SMU Classes/Doing Data Science/uscities.csv"
cities_Data = read.csv(Path2, header=TRUE)

cities_Data2 <- cities_Data %>%
  dplyr::select(city, state_id, state_name, lat, lng)

cities_Data2
##                                               city state_id
## 1                                         New York       NY
## 2                                      Los Angeles       CA
## 3                                          Chicago       IL
## 4                                            Miami       FL
## 5                                           Dallas       TX
## 6                                          Houston       TX
## 7                                     Philadelphia       PA
## 8                                          Atlanta       GA
## 9                                       Washington       DC
## 10                                          Boston       MA
## 11                                         Phoenix       AZ
## 12                                         Detroit       MI
## 13                                         Seattle       WA
## 14                                   San Francisco       CA
## 15                                       San Diego       CA
## 16                                     Minneapolis       MN
## 17                                        Brooklyn       NY
## 18                                           Tampa       FL
## 19                                          Denver       CO
## 20                                          Queens       NY
## 21                                       Baltimore       MD
## 22                                       Las Vegas       NV
## 23                                       St. Louis       MO
## 24                                        Portland       OR
## 25                                       Riverside       CA
## 26                                         Orlando       FL
## 27                                      Sacramento       CA
## 28                                        San Juan       PR
## 29                                     San Antonio       TX
## 30                                        San Jose       CA
## 31                                      Pittsburgh       PA
## 32                                      Cincinnati       OH
## 33                                       Manhattan       NY
## 34                                       Cleveland       OH
## 35                                    Indianapolis       IN
## 36                                          Austin       TX
## 37                                     Kansas City       MO
## 38                                        Columbus       OH
## 39                                       Charlotte       NC
## 40                                  Virginia Beach       VA
## 41                                           Bronx       NY
## 42                                       Milwaukee       WI
## 43                                      Providence       RI
## 44                                    Jacksonville       FL
## 45                                  Salt Lake City       UT
## 46                                       Nashville       TN
## 47                                         Raleigh       NC
## 48                                         Memphis       TN
## 49                                      Louisville       KY
## 50                                        Richmond       VA
## 51                                         Buffalo       NY
## 52                                   Oklahoma City       OK
## 53                                      Bridgeport       CT
## 54                                     New Orleans       LA
## 55                                      Fort Worth       TX
## 56                                        Hartford       CT
## 57                                          Tucson       AZ
## 58                                        Honolulu       HI
## 59                                         McAllen       TX
## 60                                           Omaha       NE
## 61                                         El Paso       TX
## 62                                     Albuquerque       NM
## 63                                       Rochester       NY
## 64                                        Sarasota       FL
## 65                                          Fresno       CA
## 66                                           Tulsa       OK
## 67                                       Allentown       PA
## 68                                          Dayton       OH
## 69                                      Birmingham       AL
## 70                                      Charleston       SC
## 71                                      Cape Coral       FL
## 72                                        Columbia       SC
## 73                                         Concord       CA
## 74                                Colorado Springs       CO
## 75                                     Springfield       MA
## 76                                       Knoxville       TN
## 77                                     Baton Rouge       LA
## 78                                           Ogden       UT
## 79                                    Grand Rapids       MI
## 80                                          Albany       NY
## 81                                     Bakersfield       CA
## 82                                   Mission Viejo       CA
## 83                                       New Haven       CT
## 84                                       Worcester       MA
## 85                                           Provo       UT
## 86                                           Akron       OH
## 87                                        Palm Bay       FL
## 88                                      Des Moines       IA
## 89                                        Murrieta       CA
## 90                                            Mesa       AZ
## 91                                   Staten Island       NY
## 92                                         Wichita       KS
## 93                                          Toledo       OH
## 94                                      Harrisburg       PA
## 95                                  Port St. Lucie       FL
## 96                                      Long Beach       CA
## 97                                            Reno       NV
## 98                                         Madison       WI
## 99                                     Little Rock       AR
## 100                                     Greenville       SC
## 101                                         Denton       TX
## 102                                        Spokane       WA
## 103                                        Oakland       CA
## 104                                      Lancaster       PA
## 105                                   Poughkeepsie       NY
## 106                                          Boise       ID
## 107                                  Winston-Salem       NC
## 108                                       Syracuse       NY
## 109                                        Augusta       GA
## 110                                       Stockton       CA
## 111                                     Palm Coast       FL
## 112                                    Chattanooga       TN
## 113                                      Kissimmee       FL
## 114                                         Durham       NC
## 115                                      Arlington       TX
## 116                                    Victorville       CA
## 117                                         Aurora       CO
## 118                                        Modesto       CA
## 119                                      Lancaster       CA
## 120                                   Fayetteville       AR
## 121                                       Scranton       PA
## 122                                         Oxnard       CA
## 123                                     Youngstown       OH
## 124                                          Indio       CA
## 125                                      Pensacola       FL
## 126                                        Anaheim       CA
## 127                                 Bonita Springs       FL
## 128                                     Greensboro       NC
## 129                                     Huntsville       AL
## 130                                 Corpus Christi       TX
## 131                                     Fort Wayne       IN
## 132                                   Fayetteville       NC
## 133                                      Ann Arbor       MI
## 134                                        Jackson       MS
## 135                                        Antioch       CA
## 136                                         Mobile       AL
## 137                                      Lexington       KY
## 138                                      Asheville       NC
## 139                                        Trenton       NJ
## 140                                     Santa Rosa       CA
## 141                                      Santa Ana       CA
## 142                                        Lansing       MI
## 143                                      Henderson       NV
## 144                                       St. Paul       MN
## 145                                       Lakeland       FL
## 146                                         Newark       NJ
## 147                                   Fort Collins       CO
## 148                                        Reading       PA
## 149                                    Springfield       MO
## 150                                         Irvine       CA
## 151                                      Anchorage       AK
## 152                                  The Woodlands       TX
## 153                                     South Bend       IN
## 154                                       Rockford       IL
## 155                                       Savannah       GA
## 156                                        Lincoln       NE
## 157                                    Jersey City       NJ
## 158                               Round Lake Beach       IL
## 159                                          Flint       MI
## 160                                     Shreveport       LA
## 161                                          Plano       TX
## 162                                   Myrtle Beach       SC
## 163                                      Davenport       IA
## 164                                         Canton       OH
## 165                                  Santa Clarita       CA
## 166                                    Chula Vista       CA
## 167                                         Eugene       OR
## 168                                       Chandler       AZ
## 169                                          Salem       OR
## 170                                        Concord       NC
## 171                                        Gilbert       AZ
## 172                                       Columbus       GA
## 173                                      Aguadilla       PR
## 174                                        Lubbock       TX
## 175                                North Las Vegas       NV
## 176                                 St. Petersburg       FL
## 177                                    Tallahassee       FL
## 178                                         Laredo       TX
## 179                                         Peoria       IL
## 180                                       Avondale       AZ
## 181                                      Lafayette       LA
## 182                                         Irving       TX
## 183                                     Montgomery       AL
## 184                                        Visalia       CA
## 185                                       McKinney       TX
## 186                                     Wilmington       NC
## 187                                     Chesapeake       VA
## 188                                       Glendale       AZ
## 189                                        Garland       TX
## 190                                      Kennewick       WA
## 191                                   Winter Haven       FL
## 192                                     Scottsdale       AZ
## 193                                        Norfolk       VA
## 194                                        Killeen       TX
## 195                                           York       PA
## 196                                  Atlantic City       NJ
## 197                                         Nashua       NH
## 198                                      Arlington       VA
## 199                                    Brownsville       TX
## 200                                        Fremont       CA
## 201                                       Gulfport       MS
## 202                                     Evansville       IN
## 203                                        Hialeah       FL
## 204                                        Navarre       FL
## 205                                  Bel Air South       MD
## 206                                     North Port       FL
## 207                                 San Bernardino       CA
## 208                                       Portland       ME
## 209                                     Enterprise       NV
## 210                                      Bremerton       WA
## 211                                      Green Bay       WI
## 212                                       Appleton       WI
## 213                                  Spring Valley       NV
## 214                                         Tacoma       WA
## 215                                    Spartanburg       SC
## 216                                        Roanoke       VA
## 217                                    Gainesville       FL
## 218                                        Deltona       FL
## 219                                      Kalamazoo       MI
## 220                                  Thousand Oaks       CA
## 221                                        Hickory       NC
## 222                                        Yonkers       NY
## 223                                  Moreno Valley       CA
## 224                                        Fontana       CA
## 225                                College Station       TX
## 226                                          Fargo       ND
## 227                                       Amarillo       TX
## 228                                        Norwich       CT
## 229                                        Olympia       WA
## 230                                      Waterbury       CT
## 231                                        Salinas       CA
## 232                                     Huntington       WV
## 233                               Huntington Beach       CA
## 234                                    Clarksville       TN
## 235                                  Santa Barbara       CA
## 236                                       Glendale       CA
## 237                                  Sunrise Manor       NV
## 238                                  Grand Prairie       TX
## 239                                  Overland Park       KS
## 240                                     Hagerstown       MD
## 241                                          Nampa       ID
## 242                                       Gastonia       NC
## 243                                         Frisco       TX
## 244                                   Cedar Rapids       IA
## 245                                          Hemet       CA
## 246                                       Paradise       NV
## 247                                    Sioux Falls       SD
## 248                                      Vancouver       WA
## 249                                         Peoria       AZ
## 250                                           Waco       TX
## 251                                         Lorain       OH
## 252                                           Erie       PA
## 253                                   Newport News       VA
## 254                                         Aurora       IL
## 255                                Fort Lauderdale       FL
## 256                                        Vallejo       CA
## 257                                   Murfreesboro       TN
## 258                                    Spring Hill       FL
## 259                                          Tempe       AZ
## 260                                     High Point       NC
## 261                                        Medford       OR
## 262                                        Danbury       CT
## 263                                      Elk Grove       CA
## 264                                        Ontario       CA
## 265                                      Frederick       MD
## 266                               Vero Beach South       FL
## 267                                          Ocala       FL
## 268                                      Oceanside       CA
## 269                               Rancho Cucamonga       CA
## 270                                   Garden Grove       CA
## 271                                           Cary       NC
## 272                                 Pembroke Pines       FL
## 273                                        Bayamón       PR
## 274                                       Palmdale       CA
## 275                                     Manchester       NH
## 276                                      Lafayette       IN
## 277                                     Santa Cruz       CA
## 278                                     Marysville       WA
## 279                                       Muskegon       MI
## 280                                    Springfield       IL
## 281                                        Hayward       CA
## 282                                    New Bedford       MA
## 283                                     Alexandria       VA
## 284                                       Paterson       NJ
## 285                                         Corona       CA
## 286                                         Merced       CA
## 287                                  Warner Robins       GA
## 288                                    Port Arthur       TX
## 289                                          Macon       GA
## 290                                    Kansas City       KS
## 291                                       Lakewood       CO
## 292                                      Sunnyvale       CA
## 293                                 Fredericksburg       VA
## 294                                       Leesburg       FL
## 295                                      Champaign       IL
## 296                                      Hollywood       FL
## 297                                       Pasadena       TX
## 298                                         Pomona       CA
## 299                                      Escondido       CA
## 300                                         Joliet       IL
## 301                                   Lake Charles       LA
## 302                                       Mesquite       TX
## 303                                        Mauldin       SC
## 304                                    Panama City       FL
## 305                                       Bellevue       WA
## 306                                     Naperville       IL
## 307                                      Harlingen       TX
## 308                                     Tuscaloosa       AL
## 309                                        Elkhart       IN
## 310                                       Torrance       CA
## 311                                     Binghamton       NY
## 312                                          Houma       LA
## 313                                         Topeka       KS
## 314                                      Roseville       CA
## 315                                      Fairfield       CA
## 316                                          Tyler       TX
## 317                                      Fullerton       CA
## 318                                         Pueblo       CO
## 319                                         Athens       GA
## 320                                    Santa Maria       CA
## 321                                       Surprise       AZ
## 322                                     Charleston       WV
## 323                                     Las Cruces       NM
## 324                                       Metairie       LA
## 325                                       Thornton       CO
## 326                                         Olathe       KS
## 327                                       Carolina       PR
## 328                                    Gainesville       GA
## 329                               West Valley City       UT
## 330                                         Orange       CA
## 331                                         Warren       MI
## 332                                       Pasadena       CA
## 333                                       Beaumont       TX
## 334                                     Burlington       NC
## 335                                        Hampton       VA
## 336                                       Columbia       MO
## 337                                           Yuma       AZ
## 338                                      Elizabeth       NJ
## 339                                         Racine       WI
## 340                                        Greeley       CO
## 341                                           Kent       WA
## 342                                       Stamford       CT
## 343                                         Odessa       TX
## 344                                    Bloomington       IL
## 345                                        Miramar       FL
## 346                                 Grand Junction       CO
## 347                               Sterling Heights       MI
## 348                                  Coral Springs       FL
## 349                                   Johnson City       TN
## 350                                     Carrollton       TX
## 351                                        Midland       TX
## 352                                         Yakima       WA
## 353                                     Bellingham       WA
## 354                                      Yuba City       CA
## 355                                     South Lyon       MI
## 356                                    Santa Clara       CA
## 357                                     St. George       UT
## 358                                     Fort Smith       AR
## 359                                    Simi Valley       CA
## 360                                          Dover       DE
## 361                                         Norman       OK
## 362                                        Abilene       TX
## 363                                       Billings       MT
## 364                                          Ponce       PR
## 365                                   Lehigh Acres       FL
## 366                                      St. Cloud       MN
## 367                                        Arecibo       PR
## 368                                        Kenosha       WI
## 369                                     Greenville       NC
## 370                                         Arvada       CO
## 371                                       Pearland       TX
## 372                                   Independence       MO
## 373                                     Texas City       TX
## 374                                        Redding       CA
## 375                                      Lynchburg       VA
## 376                                        Boulder       CO
## 377                                      Iowa City       IA
## 378                                      Rochester       MN
## 379                                       Berkeley       CA
## 380                                        Waldorf       MD
## 381                                   The Villages       FL
## 382                                         Duluth       MN
## 383                               East Los Angeles       CA
## 384                                        Saginaw       MI
## 385                                         Clovis       CA
## 386                                     Leominster       MA
## 387                                     Round Rock       TX
## 388                                         Monroe       LA
## 389                                      Cambridge       MA
## 390                                     Clearwater       FL
## 391                                        Seaside       CA
## 392                                    West Jordan       UT
## 393                                     Richardson       TX
## 394                                West Palm Beach       FL
## 395                                         Temple       TX
## 396                                     Burlington       VT
## 397                                       Richmond       CA
## 398                                    Westminster       CO
## 399                                      Pottstown       PA
## 400                                        Brandon       FL
## 401                                      Rock Hill       SC
## 402                                       Meridian       ID
## 403                                  Coeur d'Alene       ID
## 404                                       Carlsbad       CA
## 405                                         Lowell       MA
## 406                                       Waterloo       IA
## 407                               North Charleston       SC
## 408                                         Gilroy       CA
## 409                                         Downey       CA
## 410                                        Gresham       OR
## 411                                          Elgin       IL
## 412                                          Utica       NY
## 413                                   Broken Arrow       OK
## 414                                     Costa Mesa       CA
## 415                                          Chico       CA
## 416                                     Sioux City       IA
## 417                                    League City       TX
## 418                                  Miami Gardens       FL
## 419                                  Pompano Beach       FL
## 420                               San Buenaventura       CA
## 421                                        Everett       WA
## 422                                      El Centro       CA
## 423                                     Sugar Land       TX
## 424                                       El Monte       CA
## 425                                     Lewisville       TX
## 426                                    West Covina       CA
## 427                                       Temecula       CA
## 428                                           Bend       OR
## 429                                      Salisbury       MD
## 430                                   Jacksonville       NC
## 431                                      Inglewood       CA
## 432                                       Dearborn       MI
## 433                                     Centennial       CO
## 434                                        Burbank       CA
## 435                                         Sparks       NV
## 436                                  Sandy Springs       GA
## 437                                    Bloomington       IN
## 438                                          Logan       UT
## 439                                         Kailua       HI
## 440                                       El Cajon       CA
## 441                                      Hillsboro       OR
## 442                                   South Fulton       GA
## 443                                         Renton       WA
## 444                                     Mandeville       LA
## 445                                      San Mateo       CA
## 446                                       Columbia       MD
## 447                                      Daly City       CA
## 448                                          Davie       FL
## 449                                  Jurupa Valley       CA
## 450                                       Brockton       MA
## 451                                       Longmont       CO
## 452                                         Rialto       CA
## 453                                     San Germán       PR
## 454                                     Eau Claire       WI
## 455                                        Turlock       CA
## 456                                        Norwalk       CA
## 457                                Highlands Ranch       CO
## 458                                          Allen       TX
## 459                                  Wichita Falls       TX
## 460                                     Rio Rancho       NM
## 461                                      Vacaville       CA
## 462                                 Spokane Valley       WA
## 463                                Charlottesville       VA
## 464                                    Idaho Falls       ID
## 465                                        Menifee       CA
## 466                                   Lee's Summit       MO
## 467                                         Quincy       MA
## 468                                     San Angelo       TX
## 469                                           Lynn       MA
## 470                                        Holland       MI
## 471                                    Federal Way       WA
## 472                                        Manteca       CA
## 473                                      Lafayette       CO
## 474                                       Santa Fe       NM
## 475                                       Hesperia       CA
## 476                                      La Crosse       WI
## 477                                      Riverview       FL
## 478                                      Kingsport       TN
## 479                                       Edinburg       TX
## 480                                          Vista       CA
## 481                                  Bowling Green       KY
## 482                                         Carmel       IN
## 483                                       Longview       TX
## 484                                          Tracy       CA
## 485                                Prescott Valley       AZ
## 486                                      Beaverton       OR
## 487                                     Portsmouth       NH
## 488                                     Portsmouth       VA
## 489                                        Fishers       IN
## 490                                           Orem       UT
## 491                                          Sandy       UT
## 492                                        Sunrise       FL
## 493                                 San Tan Valley       AZ
## 494                                        Compton       CA
## 495                                   Arden-Arcade       CA
## 496                                        Hanford       CA
## 497                                     Boca Raton       FL
## 498                                     Middletown       OH
## 499                                        Livonia       MI
## 500                                         Carson       CA
## 501                                       Lawrence       KS
## 502                                        Slidell       LA
## 503                                     Blacksburg       VA
## 504                                     San Marcos       CA
## 505                                       Goodyear       AZ
## 506                                         Edmond       OK
## 507                                       Mayagüez       PR
## 508                                     Fall River       MA
## 509                                     South Gate       CA
## 510                                        Suffolk       VA
## 511                                    Terre Haute       IN
## 512                                       Missoula       MT
## 513                                   Santa Monica       CA
## 514                                        Roswell       GA
## 515                                       Vineland       NJ
## 516                                     Plantation       FL
## 517                                        Alafaya       FL
## 518                                       Kirkland       WA
## 519                                         Hoover       AL
## 520                                    Westminster       CA
## 521                                         Lawton       OK
## 522                                    San Leandro       CA
## 523                                         Auburn       AL
## 524                                        Norwalk       CT
## 525                                       O'Fallon       MO
## 526                                          Chino       CA
## 527                                     Germantown       MD
## 528                                          Dover       NH
## 529                                       Bismarck       ND
## 530                                       Waukegan       IL
## 531                                        Buckeye       AZ
## 532                               Town 'n' Country       FL
## 533                                        Clifton       NJ
## 534                                    Bloomington       MN
## 535                                 Mount Pleasant       SC
## 536                                       Florence       SC
## 537                                         Newton       MA
## 538                                  State College       PA
## 539                                      Livermore       CA
## 540                                     Rapid City       SD
## 541                                        Decatur       IL
## 542                                         Dalton       GA
## 543                                         Conroe       TX
## 544                                      Hawthorne       CA
## 545                                       Lawrence       MA
## 546                                  New Braunfels       TX
## 547                                 Citrus Heights       CA
## 548                                        Jackson       MI
## 549                                       Whittier       CA
## 550                                         Muncie       IN
## 551                                           Troy       MI
## 552                              Homosassa Springs       FL
## 553                                     Port Huron       MI
## 554                                           Napa       CA
## 555                                Deerfield Beach       FL
## 556                                     Springdale       AR
## 557                                  Newport Beach       CA
## 558                                       Anderson       IN
## 559                                      San Ramon       CA
## 560                                    Lake Forest       CA
## 561                                        Mission       TX
## 562                                         Auburn       WA
## 563                                  Brooklyn Park       MN
## 564                                          Bryan       TX
## 565                                    Springfield       OH
## 566                                    Hattiesburg       MS
## 567                                       Westland       MI
## 568                                         Cicero       IL
## 569                                         Albany       GA
## 570                                     Fort Myers       FL
## 571                                     Pine Hills       FL
## 572                                     Atascocita       TX
## 573                                     Buena Park       CA
## 574                                   Redwood City       CA
## 575                               Farmington Hills       MI
## 576                                          Alton       IL
## 577                                      Melbourne       FL
## 578                                    Miami Beach       FL
## 579                                       Alhambra       CA
## 580                                   Williamsburg       VA
## 581                                         Madera       CA
## 582                                        Warwick       RI
## 583                                       Cranston       RI
## 584                                        Baytown       TX
## 585                                          Largo       FL
## 586                                  Silver Spring       MD
## 587                                       Lakewood       CA
## 588                                  Mountain View       CA
## 589                                       Kankakee       IL
## 590                                    Johns Creek       GA
## 591                                      Flagstaff       AZ
## 592                                       Franklin       TN
## 593                                         Joplin       MO
## 594                                          Parma       OH
## 595                                         Layton       UT
## 596                                   New Rochelle       NY
## 597                                       Anderson       SC
## 598                                        Lebanon       PA
## 599                                     Somerville       MA
## 600                                          Yauco       PR
## 601                                     St. Joseph       MO
## 602                                       Plymouth       MN
## 603                                         Tustin       CA
## 604                                    Zephyrhills       FL
## 605                                       Milpitas       CA
## 606                                       Florence       AL
## 607                                     Pleasanton       CA
## 608                                  Boynton Beach       FL
## 609                                      Texarkana       TX
## 610                                         Folsom       CA
## 611                                     Bellflower       CA
## 612                                          Pharr       TX
## 613                                      Homestead       FL
## 614                                       Valdosta       GA
## 615                                         Upland       CA
## 616                                       Evanston       IL
## 617                                         Newark       OH
## 618                                  Elizabethtown       KY
## 619                                  St. Augustine       FL
## 620                                 Rancho Cordova       CA
## 621                                        Alameda       CA
## 622                                    Chino Hills       CA
## 623                                         Perris       CA
## 624                                     Schaumburg       IL
## 625                                        Kendall       FL
## 626                                      Camarillo       CA
## 627                                       Anniston       AL
## 628                                         Sumter       SC
## 629                                      Jonesboro       AR
## 630                                        Hammond       IN
## 631                                     Carmichael       CA
## 632                              Arlington Heights       IL
## 633                                     Morgantown       WV
## 634                                        Wyoming       MI
## 635                                       Cheyenne       WY
## 636                                          Pasco       WA
## 637                                    Watsonville       CA
## 638                                     Southfield       MI
## 639                                         Wausau       WI
## 640                                Rochester Hills       MI
## 641                                       Loveland       CO
## 642                                     Alexandria       LA
## 643                                      Pittsburg       CA
## 644                                        Hammond       LA
## 645                                   South Jordan       UT
## 646                                   Battle Creek       MI
## 647                                      Bethlehem       PA
## 648                                        Fajardo       PR
## 649                                          Davis       CA
## 650                                   Apple Valley       CA
## 651                                      Pawtucket       RI
## 652                                       Wheeling       WV
## 653                                   Flower Mound       TX
## 654                                   Harrisonburg       VA
## 655                                     Cedar Park       TX
## 656                                        Oshkosh       WI
## 657                                     Winchester       VA
## 658                                         Caguas       PR
## 659                                  Ellicott City       MD
## 660                                      Pocatello       ID
## 661                             Hilton Head Island       SC
## 662                                    New Britain       CT
## 663                                      Mansfield       OH
## 664                                       Woodbury       MN
## 665                                     Lauderhill       FL
## 666                                           Lehi       UT
## 667                                    Bolingbrook       IL
## 668                                      Dale City       VA
## 669                                  Missouri City       TX
## 670                                   Lake Jackson       TX
## 671                                        Altoona       PA
## 672                                          Doral       FL
## 673                                      Owensboro       KY
## 674                                    Centreville       VA
## 675                                   Mount Vernon       NY
## 676                                   Baldwin Park       CA
## 677                                     Broomfield       CO
## 678                                       Redlands       CA
## 679                                      Cleveland       TN
## 680                                         Dothan       AL
## 681                                         Camden       NJ
## 682                                        Redmond       WA
## 683                                     Framingham       MA
## 684                                        Jackson       TN
## 685                                     Janesville       WI
## 686                                     Juana Díaz       PR
## 687                                      Mansfield       TX
## 688                                       Waukesha       WI
## 689                                        Tamarac       FL
## 690                                      Wenatchee       WA
## 691                                  Daytona Beach       FL
## 692                                    Castle Rock       CO
## 693                                  Redondo Beach       CA
## 694                                     Wilmington       DE
## 695                                     San Marcos       TX
## 696                                     Union City       CA
## 697                                     Eldersburg       MD
## 698                                         Conway       AR
## 699                                        Bayonne       NJ
## 700                                       Guaynabo       PR
## 701                                        Rocklin       CA
## 702                                        Passaic       NJ
## 703                                      Sheboygan       WI
## 704                                   Casas Adobes       AZ
## 705                                    St. Charles       MO
## 706                                    Maple Grove       MN
## 707                                   Walnut Creek       CA
## 708                                         Dublin       CA
## 709                           North Richland Hills       TX
## 710                                           Gary       IN
## 711                                    Glen Burnie       MD
## 712                                        Bristol       TN
## 713                                        Decatur       AL
## 714                                      West Bend       WI
## 715                                           Lodi       CA
## 716                                           Lima       OH
## 717                                        Florida       PR
## 718                                      Lakeville       MN
## 719                                         Blaine       MN
## 720                                      Poinciana       FL
## 721                                    East Orange       NJ
## 722                                    Noblesville       IN
## 723                                   Gaithersburg       MD
## 724                                  Lake Elsinore       CA
## 725                                      Palo Alto       CA
## 726                                       Eastvale       CA
## 727                                         Tulare       CA
## 728                                         Rogers       AR
## 729                                    Yorba Linda       CA
## 730                                    Parkersburg       WV
## 731                                          Eagan       MN
## 732                                         Weston       FL
## 733                                       Longview       WA
## 734                                       Bay City       MI
## 735                                        Dubuque       IA
## 736                                     Union City       NJ
## 737                                    Porterville       CA
## 738                                   Mount Vernon       WA
## 739                                       Palatine       IL
## 740                              El Paso de Robles       CA
## 741                                West Des Moines       IA
## 742                                        Lynwood       CA
## 743                                         Skokie       IL
## 744                                        Sherman       TX
## 745                                      Rockville       MD
## 746                                      Haverhill       MA
## 747                                        Hanover       PA
## 748                                        Shawnee       KS
## 749                                           Rome       GA
## 750                                    Schenectady       NY
## 751                                     South Hill       WA
## 752                                         DeKalb       IL
## 753                                       Petaluma       CA
## 754                                      Sammamish       WA
## 755                                     Georgetown       TX
## 756                                     Carbondale       IL
## 757                                   Delray Beach       FL
## 758                                        Dundalk       MD
## 759                                         Kenner       LA
## 760                                         Albany       OR
## 761                                         Ankeny       IA
## 762                            South San Francisco       CA
## 763                                  Castro Valley       CA
## 764                                       Bethesda       MD
## 765                               Saratoga Springs       NY
## 766                                      Corvallis       OR
## 767                                      Brentwood       NY
## 768                                           Ames       IA
## 769                                    Glens Falls       NY
## 770                                  Michigan City       IN
## 771                                       Victoria       TX
## 772                                         Malden       MA
## 773                                        Weirton       WV
## 774                                           Novi       MI
## 775                                        Guayama       PR
## 776                                     Alpharetta       GA
## 777                                  Wesley Chapel       FL
## 778                                        Waltham       MA
## 779                                  Laguna Niguel       CA
## 780                                   San Clemente       CA
## 781                              North Little Rock       AR
## 782                                      Fairbanks       AK
## 783                                Florence-Graham       CA
## 784                                   Eden Prairie       MN
## 785                                    Twin Rivers       NJ
## 786                                   Pflugerville       TX
## 787                                         Casper       WY
## 788                                     Burnsville       MN
## 789                                    Grand Forks       ND
## 790                                      Brentwood       CA
## 791                                      Millcreek       UT
## 792                                         Elmira       NY
## 793                                        Sebring       FL
## 794                                       La Habra       CA
## 795                                    Coon Rapids       MN
## 796                                   Bossier City       LA
## 797                                       Hamilton       OH
## 798                                         Taylor       MI
## 799                                       Lakewood       WA
## 800                                      Greenwood       IN
## 801                                       Bellevue       NE
## 802                                     Montebello       CA
## 803                                          Moore       OK
## 804                                 Council Bluffs       IA
## 805                                        Rowlett       TX
## 806                                         Spring       TX
## 807                                 Port Charlotte       FL
## 808                                         Reston       VA
## 809                                    Pico Rivera       CA
## 810                               Dearborn Heights       MI
## 811                                    Port Orange       FL
## 812                                      Encinitas       CA
## 813                                    Springfield       OR
## 814                                    Great Falls       MT
## 815                                    Rocky Mount       NC
## 816                                  Commerce City       CO
## 817                                        Pontiac       MI
## 818                                   The Hammocks       FL
## 819                                     Wellington       FL
## 820                                     San Rafael       CA
## 821                                  Monterey Park       CA
## 822                                        La Mesa       CA
## 823                                       Woodland       CA
## 824                                       Marietta       GA
## 825                                    Chapel Hill       NC
## 826                                        Gardena       CA
## 827                                        Meriden       CT
## 828                                        Bristol       CT
## 829                                         Revere       MA
## 830                                        Medford       MA
## 831                                    Palm Harbor       FL
## 832                                      Cupertino       CA
## 833                                        Jupiter       FL
## 834                                 Hendersonville       TN
## 835                                    North Miami       FL
## 836                                    Des Plaines       IL
## 837                                   Taylorsville       UT
## 838                                     West Allis       WI
## 839                                        Sanford       FL
## 840                                   Huntersville       NC
## 841                                         Euless       TX
## 842                                       Richland       WA
## 843                                         Santee       CA
## 844                                   White Plains       NY
## 845                                        Hoboken       NJ
## 846                                         Kokomo       IN
## 847                                        Taunton       MA
## 848                               St. Clair Shores       MI
## 849                                         Towson       MD
## 850                                       Caldwell       ID
## 851                                 South Whittier       CA
## 852                                    Orland Park       IL
## 853                                     Stonecrest       GA
## 854                             Palm Beach Gardens       FL
## 855                                      Royal Oak       MI
## 856                                        Margate       FL
## 857                                   Blue Springs       MO
## 858                                      Shoreline       WA
## 859                                   Midwest City       OK
## 860                                          Bowie       MD
## 861                                           Apex       NC
## 862                                       Oak Lawn       IL
## 863                                    Carson City       NV
## 864                                 Fountainebleau       FL
## 865                                    Queen Creek       AZ
## 866                                        Leander       TX
## 867                                       Bartlett       TN
## 868                                      St. Cloud       FL
## 869                                  Coconut Creek       FL
## 870                                      Kettering       OH
## 871                                         Parker       CO
## 872                                     St. Peters       MO
## 873                                Fountain Valley       CA
## 874                                       Maricopa       AZ
## 875                                         Berwyn       IL
## 876                                  National City       CA
## 877                                         Lenexa       KS
## 878                                       Highland       CA
## 879                                        Arcadia       CA
## 880                                 Mount Prospect       IL
## 881                               Lake Havasu City       AZ
## 882                                    Tinley Park       IL
## 883                                         DeSoto       TX
## 884                                  New Brunswick       NJ
## 885                                       Chicopee       MA
## 886                                        Madison       AL
## 887                                     West Haven       CT
## 888                                         Smyrna       GA
## 889                                Huntington Park       CA
## 890                                          Wylie       TX
## 891                                    Diamond Bar       CA
## 892                                   Apple Valley       MN
## 893                                    Perth Amboy       NJ
## 894                                      Bradenton       FL
## 895                                     Brookhaven       GA
## 896                               Hacienda Heights       CA
## 897                                      Manhattan       KS
## 898                                         Tigard       OR
## 899                                        Tamiami       FL
## 900                                        Yucaipa       CA
## 901                                    Westchester       FL
## 902                                        Peabody       MA
## 903                                     Plainfield       NJ
## 904                                      Southaven       MS
## 905                                         Apopka       FL
## 906                                       Oak Park       IL
## 907                                   Horizon West       FL
## 908                                         Severn       MD
## 909                                      Paramount       CA
## 910                                         Colton       CA
## 911                                       Kentwood       MI
## 912                                     Aspen Hill       MD
## 913                                     Minnetonka       MN
## 914                                        Wheaton       IL
## 915                                West Sacramento       CA
## 916                                    Casa Grande       AZ
## 917                                         Normal       IL
## 918                                  Kendale Lakes       FL
## 919                                    San Jacinto       CA
## 920                                         Novato       CA
## 921                                  Pinellas Park       FL
## 922                                      Galveston       TX
## 923                                          Edina       MN
## 924                                       Herriman       UT
## 925                                         Elyria       OH
## 926                                   Grand Island       NE
## 927                                          Aloha       OR
## 928                                          Lacey       WA
## 929                                    Bentonville       AR
## 930                                      Levittown       NY
## 931                                   Methuen Town       MA
## 932                                  West New York       NJ
## 933                                       Glendora       CA
## 934                                         Smyrna       TN
## 935                                     Florissant       MO
## 936                                         Delano       CA
## 937                                     Kannapolis       NC
## 938                                Hoffman Estates       IL
## 939                                       Beaumont       CA
## 940                                      Placentia       CA
## 941                                    Aliso Viejo       CA
## 942                                        Wheaton       MD
## 943                                 Cathedral City       CA
## 944                                       Rosemead       CA
## 945                                         Burien       WA
## 946                                        Bozeman       MT
## 947                                         Florin       CA
## 948                                     Twin Falls       ID
## 949                                           Enid       OK
## 950                                   Country Club       FL
## 951                                       Dunwoody       GA
## 952                                      Levittown       PA
## 953                                    Palm Desert       CA
## 954                                         Covina       CA
## 955                                 Cuyahoga Falls       OH
## 956                                       Lakewood       OH
## 957                                         Marana       AZ
## 958                                      Mishawaka       IN
## 959                                       Columbus       IN
## 960                                           Troy       NY
## 961                                 North Bethesda       MD
## 962                                  Milford city        CT
## 963                                   Collierville       TN
## 964                                      Grapevine       TX
## 965                                    Summerville       SC
## 966                                        Cypress       CA
## 967                                  Downers Grove       IL
## 968                                         Murray       UT
## 969                             Catalina Foothills       AZ
## 970                                  East Honolulu       HI
## 971                                         Draper       UT
## 972                                   Chesterfield       MO
## 973                                       Cerritos       CA
## 974                                        Bedford       TX
## 975                                 St. Louis Park       MN
## 976                                          Azusa       CA
## 977                                         Euclid       OH
## 978                                         McLean       VA
## 979                                   Coral Gables       FL
## 980                                        Lincoln       CA
## 981                                 Jeffersonville       IN
## 982                                          Ceres       CA
## 983                                         Biloxi       MS
## 984                                       Lawrence       IN
## 985                                          Poway       CA
## 986                                     Cedar Hill       TX
## 987                                        Portage       MI
## 988                                Rowland Heights       CA
## 989                                  Niagara Falls       NY
## 990                                         Dublin       OH
## 991                                El Dorado Hills       CA
## 992                                    Mooresville       NC
## 993                                North Highlands       CA
## 994                                       Antelope       CA
## 995                                    Spring Hill       TN
## 996                                        Everett       MA
## 997                                     University       FL
## 998                                        Roswell       NM
## 999                                       Leesburg       VA
## 1000                        Rancho Santa Margarita       CA
## 1001                                      Tuckahoe       VA
## 1002                                    Titusville       FL
## 1003                                      Glenview       IL
## 1004                                     Wauwatosa       WI
## 1005                                    Stillwater       OK
## 1006                                         Minot       ND
## 1007                                     La Mirada       CA
## 1008                                        Wilson       NC
## 1009                                        Newark       CA
## 1010                                     Roseville       MI
## 1011                                  East Lansing       MI
## 1012                                        Mentor       OH
## 1013                                       Bothell       WA
## 1014                               San Luis Obispo       CA
## 1015                                      Burleson       TX
## 1016                               East Providence       RI
## 1017                                    Middletown       CT
## 1018                                          Brea       CA
## 1019                                        Salina       KS
## 1020                                       Potomac       MD
## 1021                                    Farmington       NM
## 1022                                  Sicklerville       NJ
## 1023                                         Ocoee       FL
## 1024                                          Hilo       HI
## 1025                                    Oro Valley       AZ
## 1026                                   Fort Pierce       FL
## 1027                                   Wake Forest       NC
## 1028                                   Beavercreek       OH
## 1029                                  Strongsville       OH
## 1030                                      Rockwall       TX
## 1031                                     Attleboro       MA
## 1032                                 Winter Garden       FL
## 1033                                    Pearl City       HI
## 1034                                   Haltom City       TX
## 1035                             Altamonte Springs       FL
## 1036                                    Hackensack       NJ
## 1037                                     Westfield       IN
## 1038                                      Elmhurst       IL
## 1039                                     Bountiful       UT
## 1040                                     Littleton       CO
## 1041                                    Huntsville       TX
## 1042                             Cleveland Heights       OH
## 1043                                   Morgan Hill       CA
## 1044                                        Keller       TX
## 1045                                          Kyle       TX
## 1046                                    Little Elm       TX
## 1047                                       Whitney       NV
## 1048                                      Prescott       AZ
## 1049                                    Sayreville       NJ
## 1050                                     Urbandale       IA
## 1051                                       Ashburn       VA
## 1052                                  Sierra Vista       AZ
## 1053                                    Cutler Bay       FL
## 1054                                  Palm Springs       CA
## 1055                                      Riverton       UT
## 1056                                    Lake Ridge       VA
## 1057                              North Lauderdale       FL
## 1058                                     Fairfield       OH
## 1059                                West Lafayette       IN
## 1060                                   Goose Creek       SC
## 1061                                         Salem       MA
## 1062                                     Los Banos       CA
## 1063                                  Rohnert Park       CA
## 1064                                   Fond du Lac       WI
## 1065                                     Brentwood       TN
## 1066                                      Freeport       NY
## 1067                                       Lombard       IL
## 1068                                    Plainfield       IL
## 1069                                        Lompoc       CA
## 1070                                 Trujillo Alto       PR
## 1071                                         Burke       VA
## 1072                                      Moorhead       MN
## 1073                                  Oakland Park       FL
## 1074                                  Wilkes-Barre       PA
## 1075                                      Campbell       CA
## 1076                                       Mankato       MN
## 1077                                    Pittsfield       MA
## 1078                                     San Bruno       CA
## 1079                                      Danville       CA
## 1080                                       Concord       NH
## 1081                                    The Colony       TX
## 1082                                       Odenton       MD
## 1083                                    Greenacres       FL
## 1084                                  West Babylon       NY
## 1085                                      Shakopee       MN
## 1086                                        Linden       NJ
## 1087                                      Altadena       CA
## 1088                             North Miami Beach       FL
## 1089                                      Gallatin       TN
## 1090                                    Wentzville       MO
## 1091                                    Hicksville       NY
## 1092                                Jefferson City       MO
## 1093                                 Buffalo Grove       IL
## 1094                                    Woonsocket       RI
## 1095                                        Oakley       CA
## 1096                                Eagle Mountain       UT
## 1097                                   Catonsville       MD
## 1098                                    Woodbridge       VA
## 1099                                  Ormond Beach       FL
## 1100                                        Moline       IL
## 1101                                 Huber Heights       OH
## 1102                                       Edmonds       WA
## 1103                                      Manassas       VA
## 1104                                      Danville       VA
## 1105                                       Pahrump       NV
## 1106                                    Belleville       IL
## 1107                                       Beverly       MA
## 1108                                       Midland       MI
## 1109                                       Coppell       TX
## 1110                                   Channelview       TX
## 1111                                      Puyallup       WA
## 1112                           Rancho Palos Verdes       CA
## 1113                                     Coachella       CA
## 1114                                   Linton Hall       VA
## 1115                             Peachtree Corners       GA
## 1116                                      Woodlawn       MD
## 1117                                    Pine Bluff       AR
## 1118                                  Spanish Fork       UT
## 1119                                     Annandale       VA
## 1120                                     Fitchburg       MA
## 1121                                        Kearny       NJ
## 1122                                     Maplewood       MN
## 1123                                      Mableton       GA
## 1124                                       Schertz       TX
## 1125                                        Newnan       GA
## 1126                                      Clermont       FL
## 1127                              North Fort Myers       FL
## 1128                                   Marlborough       MA
## 1129                                      Vineyard       CA
## 1130                                         Coram       NY
## 1131                                      Bartlett       IL
## 1132                                     Hollister       CA
## 1133                                 Bullhead City       AZ
## 1134                                     Lancaster       TX
## 1135                                    Grove City       OH
## 1136                                        Marion       IA
## 1137                                    Brookfield       WI
## 1138                                      Delaware       OH
## 1139                              Hallandale Beach       FL
## 1140                                        Woburn       MA
## 1141                                      Columbia       TN
## 1142                                    Germantown       TN
## 1143                                       Shelton       CT
## 1144                                     Covington       KY
## 1145                                     Westfield       MA
## 1146                                   Friendswood       TX
## 1147                                   The Acreage       FL
## 1148                                         Essex       MD
## 1149                                   Culver City       CA
## 1150                                     Annapolis       MD
## 1151                                   Duncanville       TX
## 1152                                   Cedar Falls       IA
## 1153                                        Milton       GA
## 1154                                       Weslaco       TX
## 1155                                   Lake Oswego       OR
## 1156                                     Lancaster       OH
## 1157                                       Findlay       OH
## 1158                                 Valley Stream       NY
## 1159                                    New Berlin       WI
## 1160                                    Hutchinson       KS
## 1161                                 Holly Springs       NC
## 1162                                 French Valley       CA
## 1163                            Security-Widefield       CO
## 1164                                         Hurst       TX
## 1165                                    Romeoville       IL
## 1166                                  Crystal Lake       IL
## 1167                                       Chelsea       MA
## 1168                                       Waipahu       HI
## 1169                                       Clinton       MD
## 1170                                  Meadow Woods       FL
## 1171                                  Carol Stream       IL
## 1172                                      Brighton       CO
## 1173                                  Bell Gardens       CA
## 1174                                    Waxahachie       TX
## 1175                                  Reynoldsburg       OH
## 1176                                  Lincoln Park       MI
## 1177                                    Streamwood       IL
## 1178                                      Aventura       FL
## 1179                                      Fort Lee       NJ
## 1180                                        Quincy       IL
## 1181                                   San Gabriel       CA
## 1182                                       Valrico       FL
## 1183                                  Indian Trail       NC
## 1184                                    Park Ridge       IL
## 1185                                         Hobbs       NM
## 1186                                Cape Girardeau       MO
## 1187                                        Oviedo       FL
## 1188                                        Warren       OH
## 1189                                    Plant City       FL
## 1190                                        Urbana       IL
## 1191                                  Olive Branch       MS
## 1192                                        Keizer       OR
## 1193                                  Severna Park       MD
## 1194                                      Wheeling       IL
## 1195                                           Roy       UT
## 1196                                      Issaquah       WA
## 1197                                   Westerville       OH
## 1198                                   Grants Pass       OR
## 1199                                      Lynnwood       WA
## 1200                                      Calexico       CA
## 1201                                  Mission Bend       TX
## 1202                              Royal Palm Beach       FL
## 1203                                 Land O' Lakes       FL
## 1204                                    Bettendorf       IA
## 1205                                      Pacifica       CA
## 1206                                 Cottage Grove       MN
## 1207                                        Clovis       NM
## 1208                                Vestavia Hills       AL
## 1209                                      La Presa       CA
## 1210                                       Holyoke       MA
## 1211                                         Evans       GA
## 1212                                     La Puente       CA
## 1213                               Apache Junction       AZ
## 1214                               Menomonee Falls       WI
## 1215                                   Phenix City       AL
## 1216                                       Stanton       CA
## 1217                                    Post Falls       ID
## 1218                                     La Vergne       TN
## 1219                                      Parkland       WA
## 1220                                   East Meadow       NY
## 1221                                  Mount Juliet       TN
## 1222                                   Hot Springs       AR
## 1223                                Winter Springs       FL
## 1224                                      Monrovia       CA
## 1225                                    Prattville       AL
## 1226                               Carpentersville       IL
## 1227                                    West Fargo       ND
## 1228                                    Northglenn       CO
## 1229                                    East Point       GA
## 1230                                        Tupelo       MS
## 1231                                     Rosenberg       TX
## 1232                                     Montclair       CA
## 1233                                Peachtree City       GA
## 1234                                     La Quinta       CA
## 1235                                Mechanicsville       VA
## 1236                                      Sun City       AZ
## 1237                                 Richmond West       FL
## 1238                                    Greenfield       WI
## 1239                                        Owasso       OK
## 1240                                  Hanover Park       IL
## 1241                                       Portage       IN
## 1242                                   Rock Island       IL
## 1243                                       Lebanon       TN
## 1244                                Foothill Farms       CA
## 1245                                    New Albany       IN
## 1246                                      Martinez       CA
## 1247                                 Riviera Beach       FL
## 1248                                      Adelanto       CA
## 1249                                Pleasant Grove       UT
## 1250                                   Leavenworth       KS
## 1251                                      Muskogee       OK
## 1252                                   Oregon City       OR
## 1253                                  Bartlesville       OK
## 1254                              Saratoga Springs       UT
## 1255                                  Kendall West       FL
## 1256                                     Richfield       MN
## 1257                                        Kearns       UT
## 1258                                        Tucker       GA
## 1259                                        Elmont       NY
## 1260                                      Franklin       WI
## 1261                                        Oakton       VA
## 1262                                      Lewiston       ME
## 1263                                  South Valley       NM
## 1264                                        Beloit       WI
## 1265                               Upper Arlington       OH
## 1266                                        DeLand       FL
## 1267                                   Temple City       CA
## 1268                                      Wildomar       CA
## 1269                                       Chillum       MD
## 1270                                     Princeton       FL
## 1271                                     Claremont       CA
## 1272                                    Winchester       NV
## 1273                                 Central Islip       NY
## 1274                                    Georgetown       KY
## 1275                                     Oak Creek       WI
## 1276                                       Commack       NY
## 1277                           South Miami Heights       FL
## 1278                                      Moorpark       CA
## 1279                                  Merrillville       IN
## 1280                                        Estero       FL
## 1281                               Egypt Lake-Leto       FL
## 1282                                     Roseville       MN
## 1283                                       Dunedin       FL
## 1284                                Farmers Branch       TX
## 1285                                  Calumet City       IL
## 1286                                        Marion       OH
## 1287                                       Addison       IL
## 1288                            Buenaventura Lakes       FL
## 1289                                      Westmont       CA
## 1290                              Lauderdale Lakes       FL
## 1291                                      Richmond       IN
## 1292                                   Carrollwood       FL
## 1293                                         Olney       MD
## 1294                                    Orangevale       CA
## 1295                                West Hollywood       CA
## 1296                                  Randallstown       MD
## 1297                                       Gahanna       OH
## 1298                                      Meridian       MS
## 1299                                    Norristown       PA
## 1300                               Manhattan Beach       CA
## 1301                                      La Porte       TX
## 1302                           Inver Grove Heights       MN
## 1303                                      Hilliard       OH
## 1304                                   Sun Prairie       WI
## 1305                                 Copperas Cove       TX
## 1306                                    Torrington       CT
## 1307                                     El Mirage       AZ
## 1308                                      Wildwood       MO
## 1309                                      San Juan       TX
## 1310                                      Oakville       MO
## 1311                           San Juan Capistrano       CA
## 1312                                       Midvale       UT
## 1313                                      San Luis       AZ
## 1314                                     Brunswick       OH
## 1315                                     Salisbury       NC
## 1316                                        Tooele       UT
## 1317                                Watertown Town       MA
## 1318                                  Owings Mills       MD
## 1319                                         Greer       SC
## 1320                                  Lake Stevens       WA
## 1321                                    Northbrook       IL
## 1322                                  College Park       MD
## 1323                               University City       MO
## 1324                              North Ridgeville       OH
## 1325                                       Del Rio       TX
## 1326                                     Fair Lawn       NJ
## 1327                                    Long Beach       NY
## 1328                                        Goshen       IN
## 1329                                     San Dimas       CA
## 1330                                   Springville       UT
## 1331                                        Benton       AR
## 1332                                    Hinesville       GA
## 1333                                       Socorro       TX
## 1334                                      Spanaway       WA
## 1335                                      Richmond       KY
## 1336                                 Pleasant Hill       CA
## 1337                              University Place       WA
## 1338                                          Stow       OH
## 1339                                       Kaneohe       HI
## 1340                            Montgomery Village       MD
## 1341                                    Fruit Cove       FL
## 1342                                        Monroe       NC
## 1343                                     Fair Oaks       VA
## 1344                                  Douglasville       GA
## 1345                                      Fairborn       OH
## 1346                                         Butte       MT
## 1347                                  Dakota Ridge       CO
## 1348                                       Oildale       CA
## 1349                                         Mason       OH
## 1350                                        Oswego       IL
## 1351                                       Gadsden       AL
## 1352                                    Plainfield       IN
## 1353                                     Manitowoc       WI
## 1354                                        Lufkin       TX
## 1355                                    Cedar City       UT
## 1356                                     Deer Park       TX
## 1357                                   McMinnville       OR
## 1358                                     Woodridge       IL
## 1359                                    Eastpointe       MI
## 1360                                  Prairieville       LA
## 1361                                      New City       NY
## 1362                                    Cookeville       TN
## 1363                            Huntington Station       NY
## 1364                                      Westlake       OH
## 1365                                Merritt Island       FL
## 1366                                      Lewiston       ID
## 1367                                 Golden Glades       FL
## 1368                                          Bell       CA
## 1369                                    Midlothian       TX
## 1370                                     Ken Caryl       CO
## 1371                                   Cooper City       FL
## 1372                                     Woodstock       GA
## 1373                                      Martinez       GA
## 1374                                  South Riding       VA
## 1375                                    Valparaiso       IN
## 1376                                      Parkland       FL
## 1377                                   Walla Walla       WA
## 1378                                       Leawood       KS
## 1379                                        Graham       WA
## 1380                                       Rexburg       ID
## 1381                                    Menlo Park       CA
## 1382                            Cottonwood Heights       UT
## 1383                                       Kearney       NE
## 1384                                    Pikesville       MD
## 1385                                     Sahuarita       AZ
## 1386                                   Crown Point       IN
## 1387                                   Foster City       CA
## 1388                               Timberwood Park       TX
## 1389                                     Englewood       CO
## 1390                              Glendale Heights       IL
## 1391                                   Bethel Park       PA
## 1392                                       Baldwin       NY
## 1393                                    Dana Point       CA
## 1394                                     Los Gatos       CA
## 1395                               Brooklyn Center       MN
## 1396                             West Little River       FL
## 1397                                    Petersburg       VA
## 1398                                     Goldsboro       NC
## 1399                                       Redmond       OR
## 1400                                 Fuquay-Varina       NC
## 1401                                     Alabaster       AL
## 1402                                      Gillette       WY
## 1403                                      Kennesaw       GA
## 1404                                     Fallbrook       CA
## 1405                                   Pueblo West       CO
## 1406                                       Pullman       WA
## 1407                                 Spring Valley       NY
## 1408                                   St. Charles       IL
## 1409                                 Beverly Hills       CA
## 1410                                 Spring Valley       CA
## 1411                                 American Fork       UT
## 1412                                       Chester       PA
## 1413                                     Uniondale       NY
## 1414                             Elk Grove Village       IL
## 1415                                     East Lake       FL
## 1416                                         Redan       GA
## 1417                                        Goleta       CA
## 1418                                    Des Moines       WA
## 1419                                      Sherwood       AR
## 1420                                   Kiryas Joel       NY
## 1421                                      Garfield       NJ
## 1422                                       Andover       MN
## 1423                                     Kaysville       UT
## 1424                                    Statesboro       GA
## 1425                                         Pekin       IL
## 1426                               Franklin Square       NY
## 1427                                 North Olmsted       OH
## 1428                                   Nacogdoches       TX
## 1429                                        Canton       GA
## 1430                                   Wheat Ridge       CO
## 1431                                Harker Heights       TX
## 1432                                     Rochester       NH
## 1433                                          Rome       NY
## 1434                                        Juneau       AK
## 1435                                       Kingman       AZ
## 1436                                     Massillon       OH
## 1437                                        Savage       MN
## 1438                                        Helena       MT
## 1439                                      Lawndale       CA
## 1440                            Desert Hot Springs       CA
## 1441                                    Centereach       NY
## 1442                                     San Pablo       CA
## 1443                                       Windsor       CO
## 1444                                      O'Fallon       IL
## 1445                                       Marrero       LA
## 1446                                   West Odessa       TX
## 1447                                        Bangor       ME
## 1448                                        Ithaca       NY
## 1449                                    Clearfield       UT
## 1450                                   Springfield       VA
## 1451                                     Fair Oaks       CA
## 1452                                      Holladay       UT
## 1453                                   Long Branch       NJ
## 1454                                      Syracuse       UT
## 1455                                   Dania Beach       FL
## 1456                                      Florence       KY
## 1457                                     Mundelein       IL
## 1458                                     Naugatuck       CT
## 1459                                      Pasadena       MD
## 1460                                     Los Altos       CA
## 1461                                      Carlsbad       NM
## 1462                                         Aiken       SC
## 1463                                        Duluth       GA
## 1464                                       Laramie       WY
## 1465                                        Cibolo       TX
## 1466                                     Bay Shore       NY
## 1467                                      La Verne       CA
## 1468                                  Laguna Hills       CA
## 1469                                       Atwater       CA
## 1470                                        Newark       DE
## 1471                                  Port Chester       NY
## 1472                                     Maryville       TN
## 1473                                       Shawnee       OK
## 1474                                Lake Magdalene       FL
## 1475                                      Sterling       VA
## 1476                                    Alamogordo       NM
## 1477                                      Saratoga       CA
## 1478                                     Oceanside       NY
## 1479                                North Royalton       OH
## 1480                                    Burlingame       CA
## 1481                                      Lakeside       FL
## 1482                                     Oak Ridge       TN
## 1483                                 Nicholasville       KY
## 1484                                      New Bern       NC
## 1485                                      LaGrange       GA
## 1486                             West Falls Church       VA
## 1487                                       Ballwin       MO
## 1488                                      Cleburne       TX
## 1489                                         Niles       IL
## 1490                                 Bel Air North       MD
## 1491                                     Westfield       NJ
## 1492                                        Orcutt       CA
## 1493                                     Cornelius       NC
## 1494                                        SeaTac       WA
## 1495                                        Garner       NC
## 1496                                        Gurnee       IL
## 1497                                       Opelika       AL
## 1498                                     Parkville       MD
## 1499                                  Hopkinsville       KY
## 1500                                     Southlake       TX
## 1501                                    San Carlos       CA
## 1502                                   Santa Paula       CA
## 1503                                     Princeton       NJ
## 1504                                 Bowling Green       OH
## 1505                                  Milford Mill       MD
## 1506                                   Canyon Lake       TX
## 1507                                 North Chicago       IL
## 1508                                  Middle River       MD
## 1509                                Drexel Heights       AZ
## 1510                               North Tonawanda       NY
## 1511                                   Miami Lakes       FL
## 1512                                    Ferry Pass       FL
## 1513                                   San Lorenzo       CA
## 1514                                       Granger       IN
## 1515                                    Morristown       TN
## 1516                                   Weatherford       TX
## 1517                                     Northport       AL
## 1518                                 Lawrenceville       GA
## 1519                                     Galesburg       IL
## 1520                                    Zionsville       IN
## 1521                                 Highland Park       IL
## 1522                                    Austintown       OH
## 1523                                    Greenville       MS
## 1524                                       Liberty       MO
## 1525                                    Middletown       NY
## 1526                                       Sanford       NC
## 1527                                      Monterey       CA
## 1528                         East Lake-Orient Park       FL
## 1529                                     Southgate       MI
## 1530                         Eastern Goleta Valley       CA
## 1531                                      Chamblee       GA
## 1532                                       Raytown       MO
## 1533                                East Palo Alto       CA
## 1534                                        Carney       MD
## 1535                                     Algonquin       IL
## 1536                                   Bella Vista       AR
## 1537                                    Gloucester       MA
## 1538                                       Crofton       MD
## 1539                                    Atascadero       CA
## 1540                                       Central       LA
## 1541                                      Oak Park       MI
## 1542                              New Smyrna Beach       FL
## 1543                                   Winter Park       FL
## 1544                                         Eagle       ID
## 1545                                       Banning       CA
## 1546                              Garfield Heights       OH
## 1547                                        Rahway       NJ
## 1548                                       Melrose       MA
## 1549                                      Danville       IL
## 1550                                        Burton       MI
## 1551                                        Hobart       IN
## 1552                                Fleming Island       FL
## 1553                                      Fountain       CO
## 1554                                     Texarkana       AR
## 1555                                        Laurel       MD
## 1556                                   Suisun City       CA
## 1557                                       Fridley       MN
## 1558                                      Matthews       NC
## 1559                                Lakewood Ranch       FL
## 1560                                  Jacksonville       AR
## 1561                                  Schererville       IN
## 1562                                   Northampton       MA
## 1563                                          Erie       CO
## 1564                                     Fitchburg       WI
## 1565                                      Hazleton       PA
## 1566                                     Paragould       AR
## 1567                                       Burbank       IL
## 1568                                        Seguin       TX
## 1569                                       Bethany       OR
## 1570                                   Golden Gate       FL
## 1571                                      Kirkwood       MO
## 1572                                Shaker Heights       OH
## 1573                                    Perry Hall       MD
## 1574                                     Englewood       NJ
## 1575                                       Laplace       LA
## 1576                                         Magna       UT
## 1577                                    East Niles       CA
## 1578                                  Russellville       AR
## 1579                             Lake in the Hills       IL
## 1580                                       Lansing       IL
## 1581                               Summerlin South       NV
## 1582                                    New Iberia       LA
## 1583                                       Prosper       TX
## 1584                                   Morrisville       NC
## 1585                                     Jamestown       NY
## 1586                            Oakleaf Plantation       FL
## 1587                                 Jeffersontown       KY
## 1588                                   Casselberry       FL
## 1589                               Madison Heights       MI
## 1590                                     Mehlville       MO
## 1591                                        Walnut       CA
## 1592                                      Harrison       NY
## 1593                                   Monroeville       PA
## 1594                                     McDonough       GA
## 1595                                   Stockbridge       GA
## 1596                                   Drexel Hill       PA
## 1597                                    Glen Ellyn       IL
## 1598                                      Aberdeen       SD
## 1599                                     Frankfort       KY
## 1600                                    Allen Park       MI
## 1601                                    Brownsburg       IN
## 1602                                      Orchards       WA
## 1603                                    Eagle Pass       TX
## 1604                                  Forest Hills       MI
## 1605                                   Bergenfield       NJ
## 1606                                  Independence       KY
## 1607                                    Enterprise       AL
## 1608                                     Henderson       KY
## 1609                                     Glen Cove       NY
## 1610                              Maryland Heights       MO
## 1611                                    Greenville       TX
## 1612                                    Ewa Gentry       HI
## 1613                                       Belmont       CA
## 1614                                         Bixby       OK
## 1615                                       Lathrop       CA
## 1616                                       Shirley       NY
## 1617                                   Garden City       KS
## 1618                                       Oakdale       MN
## 1619                                  South Laurel       MD
## 1620                                    Ridgecrest       CA
## 1621                                 Mililani Town       HI
## 1622                                     Millville       NJ
## 1623                                       Kahului       HI
## 1624                                  Reisterstown       MD
## 1625                                          Kent       OH
## 1626                                  Williamsport       PA
## 1627                                    Dodge City       KS
## 1628                                      Wilmette       IL
## 1629                                        Easton       PA
## 1630                               Chicago Heights       IL
## 1631                                       Clinton       MS
## 1632                                      Tualatin       OR
## 1633                                   Statesville       NC
## 1634                                        Marion       IN
## 1635                                    Washington       UT
## 1636                                     Immokalee       FL
## 1637                                  Maple Valley       WA
## 1638                                      Bluffton       SC
## 1639                                    New London       CT
## 1640                                Mount Pleasant       WI
## 1641                                  Marshalltown       IA
## 1642                                    West Islip       NY
## 1643                                     Hamtramck       MI
## 1644                               Temescal Valley       CA
## 1645                                   Lemon Grove       CA
## 1646                                     Ilchester       MD
## 1647                                         Wasco       CA
## 1648                                     Rockledge       FL
## 1649                                        Chaska       MN
## 1650                                       Madison       MS
## 1651                                    Oak Forest       IL
## 1652                                   Citrus Park       FL
## 1653                                        Ramsey       MN
## 1654                                    Mason City       IA
## 1655                                 Balch Springs       TX
## 1656                                     Williston       ND
## 1657                                      Converse       TX
## 1658                                        Monsey       NY
## 1659                                    Clarksburg       MD
## 1660                                  Granite City       IL
## 1661                                    Short Pump       VA
## 1662                                       Huntley       IL
## 1663                                   Garden City       MI
## 1664                                         Green       OH
## 1665                                       Fremont       NE
## 1666                                    Prior Lake       MN
## 1667                                       McHenry       IL
## 1668                                        Neenah       WI
## 1669                                       Benicia       CA
## 1670                              Twentynine Palms       CA
## 1671                                     West Linn       OR
## 1672                                   Lindenhurst       NY
## 1673                                          Plum       PA
## 1674                                        Daphne       AL
## 1675                                         Pearl       MS
## 1676                                      Lochearn       MD
## 1677                                         Alvin       TX
## 1678                                         Hutto       TX
## 1679                                      Holbrook       NY
## 1680                                     New Lenox       IL
## 1681                                   Thomasville       NC
## 1682                                     Crestview       FL
## 1683                               Sun City Center       FL
## 1684                                        Auburn       NY
## 1685                                     Shoreview       MN
## 1686                                South Pasadena       CA
## 1687                                     Gladstone       MO
## 1688                                     Deer Park       NY
## 1689                                        Sachse       TX
## 1690                                      Key West       FL
## 1691                                    Carrollton       GA
## 1692                                        Eureka       CA
## 1693                                       Wooster       OH
## 1694                                      Asheboro       NC
## 1695                             Fortuna Foothills       AZ
## 1696                                  Vernon Hills       IL
## 1697                                  Leisure City       FL
## 1698                                     Plainview       NY
## 1699                                       Paramus       NJ
## 1700                                       Lemoore       CA
## 1701                                     Horn Lake       MS
## 1702                                  Palm Springs       FL
## 1703                                      Superior       WI
## 1704                                Temple Terrace       FL
## 1705                                       Windsor       CA
## 1706                                        Ruskin       FL
## 1707                                   Haines City       FL
## 1708                                  East Chicago       IN
## 1709                                       Brawley       CA
## 1710                                South Portland       ME
## 1711                                        Sanger       CA
## 1712                                         Cabot       AR
## 1713                                  Kernersville       NC
## 1714                                      Suitland       MD
## 1715                                Imperial Beach       CA
## 1716                                      Owatonna       MN
## 1717                                 Sun City West       AZ
## 1718                      West Whittier-Los Nietos       CA
## 1719                                    Union City       GA
## 1720                                       Batavia       IL
## 1721                                       Paducah       KY
## 1722                                     Mint Hill       NC
## 1723                                      Homewood       AL
## 1724                                    Big Spring       TX
## 1725                                        Winona       MN
## 1726                                         Norco       CA
## 1727                                      Bessemer       AL
## 1728                                        Tysons       VA
## 1729                                          Troy       OH
## 1730                               South Salt Lake       UT
## 1731                                      Lockport       IL
## 1732                                      Hercules       CA
## 1733                                        Austin       MN
## 1734                                        Medina       OH
## 1735                                     Ridgewood       NJ
## 1736                                          Lodi       NJ
## 1737                                     Oak Ridge       FL
## 1738                                     Grandview       MO
## 1739                                     Columbine       CO
## 1740                                    El Cerrito       CA
## 1741                                   Wilsonville       OR
## 1742                                  West Chicago       IL
## 1743                                      Woodburn       OR
## 1744                                 Coral Terrace       FL
## 1745                                        Oxford       MS
## 1746                                       Inkster       MI
## 1747                               Fort Washington       MD
## 1748                                     Woodstock       IL
## 1749                                   Colleyville       TX
## 1750                                         Camas       WA
## 1751                              Rockville Centre       NY
## 1752                                West Melbourne       FL
## 1753                                  Forest Grove       OR
## 1754                                          Holt       MI
## 1755                                 Stevens Point       WI
## 1756                                  North Tustin       CA
## 1757                                  Ives Estates       FL
## 1758                                    Chanhassen       MN
## 1759                                    Cloverleaf       TX
## 1760                               Mill Creek East       WA
## 1761                                  Ladera Ranch       CA
## 1762                                Cliffside Park       NJ
## 1763                                     Rosemount       MN
## 1764                                 Mercer Island       WA
## 1765                          Palm River-Clair Mel       FL
## 1766                                       Clayton       NC
## 1767                                     Palm City       FL
## 1768                                       Maywood       CA
## 1769                                     Elk River       MN
## 1770                                     Hazelwood       MO
## 1771                                  Melrose Park       IL
## 1772                                    Kingsville       TX
## 1773                                         Xenia       OH
## 1774                                      Keystone       FL
## 1775                                     Terrytown       LA
## 1776                                          Galt       CA
## 1777                                     Lafayette       CA
## 1778                                       Ottumwa       IA
## 1779                                         Derby       KS
## 1780                         Silver Springs Shores       FL
## 1781                                      Staunton       VA
## 1782                                      Florence       AZ
## 1783                                        Moscow       ID
## 1784                                         Salem       VA
## 1785                                      Fairland       MD
## 1786                                       Newport       RI
## 1787                                     Barberton       OH
## 1788                                     Peekskill       NY
## 1789                                     Caledonia       WI
## 1790                                        Pooler       GA
## 1791                                   Cave Spring       VA
## 1792                                      Hastings       NE
## 1793                                  Edwardsville       IL
## 1794                                       De Pere       WI
## 1795                                    Seal Beach       CA
## 1796                                        Athens       AL
## 1797                                         Jenks       OK
## 1798                                 Bayonet Point       FL
## 1799                                     Belvidere       IL
## 1800                                        Okemos       MI
## 1801                                     Watertown       NY
## 1802                                       Reedley       CA
## 1803                                        Walker       MI
## 1804                                Tarpon Springs       FL
## 1805                                       Barstow       CA
## 1806                                      Franklin       IN
## 1807                                       Newberg       OR
## 1808                                       Soledad       CA
## 1809                                      Carteret       NJ
## 1810                                      Sandusky       OH
## 1811                                        Arnold       MD
## 1812                                  Bloomingdale       FL
## 1813                                 Norton Shores       MI
## 1814                               University Park       TX
## 1815                                    Trussville       AL
## 1816                                     Avon Lake       OH
## 1817                                      Edgewood       MD
## 1818                                  Morton Grove       IL
## 1819                                     Bay Point       CA
## 1820                                     Wyandotte       MI
## 1821                                       Muskego       WI
## 1822                                       Romulus       MI
## 1823                               South Bradenton       FL
## 1824                                       Norfolk       NE
## 1825                                     Northdale       FL
## 1826                                    Marysville       OH
## 1827                                       Brandon       MS
## 1828                                        Venice       FL
## 1829                                      Tumwater       WA
## 1830                                     Dickinson       ND
## 1831                                     Sebastian       FL
## 1832                                       Ardmore       OK
## 1833                                      Somerset       NJ
## 1834                                    Fort Dodge       IA
## 1835                                        Mequon       WI
## 1836                                        Wright       FL
## 1837                                    San Benito       TX
## 1838                                    Zanesville       OH
## 1839                                  Apollo Beach       FL
## 1840                                     Fort Hood       TX
## 1841                                    Moses Lake       WA
## 1842                                     Dix Hills       NY
## 1843                                     Riverbank       CA
## 1844                                    Loma Linda       CA
## 1845                                       Medford       NY
## 1846                                 Port St. John       FL
## 1847                                  West Memphis       AR
## 1848                                    Homer Glen       IL
## 1849                                          Zion       IL
## 1850                                      Socastee       SC
## 1851                                       Clinton       IA
## 1852                               Carolina Forest       SC
## 1853                                    Perrysburg       OH
## 1854                                      Westmont       IL
## 1855                                  Collinsville       IL
## 1856                                     Greenbelt       MD
## 1857                                    Sugar Hill       GA
## 1858                                     Corsicana       TX
## 1859                                    Starkville       MS
## 1860                                       Herndon       VA
## 1861                                North Lynnwood       WA
## 1862                             Bainbridge Island       WA
## 1863                                         Selma       CA
## 1864                                          Avon       OH
## 1865                               White Bear Lake       MN
## 1866                                  Elmwood Park       IL
## 1867                                      Landover       MD
## 1868                                        Athens       OH
## 1869                           Bailey's Crossroads       VA
## 1870                                    Ponca City       OK
## 1871                                     Riverside       OH
## 1872                                     Fish Hawk       FL
## 1873                                 North Potomac       MD
## 1874                                         Paris       TX
## 1875                                        Dinuba       CA
## 1876                                      Rosemont       CA
## 1877                                       Decatur       GA
## 1878                                     Ridgeland       MS
## 1879                                  Palmetto Bay       FL
## 1880                                       Denison       TX
## 1881                                     Faribault       MN
## 1882                               Rolling Meadows       IL
## 1883                                   Centerville       OH
## 1884                                    Oak Harbor       WA
## 1885                                     Kalispell       MT
## 1886                              South Plainfield       NJ
## 1887                                      Benbrook       TX
## 1888                                  North Laurel       MD
## 1889                                       Emporia       KS
## 1890                                  Auburn Hills       MI
## 1891                                     Westchase       FL
## 1892                                    Burlington       IA
## 1893                                        Pelham       AL
## 1894                                      Elkridge       MD
## 1895                                      Freeport       IL
## 1896                                  San Fernando       CA
## 1897                                     Kerrville       TX
## 1898                                         Solon       OH
## 1899                                     Fort Mill       SC
## 1900                                Wekiwa Springs       FL
## 1901                                 North Augusta       SC
## 1902                                   Willowbrook       CA
## 1903                                     Allendale       MI
## 1904                                    Farmington       UT
## 1905                                         Lisle       IL
## 1906                                       Fairfax       VA
## 1907                                      Kingston       NY
## 1908                                      Columbus       NE
## 1909                                        Fresno       TX
## 1910                                      Champlin       MN
## 1911                                     Papillion       NE
## 1912                                      Columbus       MS
## 1913                               King of Prussia       PA
## 1914                                        Belton       MO
## 1915                                          Lutz       FL
## 1916                                Webster Groves       MO
## 1917                                  Cockeysville       MD
## 1918                                        Auburn       ME
## 1919                                     Wadsworth       OH
## 1920                                        Mandan       ND
## 1921                                          Kuna       ID
## 1922                                     Muscatine       IA
## 1923                                    Willoughby       OH
## 1924                                   South Elgin       IL
## 1925                                       Munster       IN
## 1926                                         Yukon       OK
## 1927                                      Highland       IN
## 1928                                       Saginaw       TX
## 1929                                       Watauga       TX
## 1930                                       Ashland       CA
## 1931                                Fountain Hills       AZ
## 1932                                     Chantilly       VA
## 1933                              West Springfield       VA
## 1934                                       Kenmore       WA
## 1935                                      Copiague       NY
## 1936                                      Roseburg       OR
## 1937                                       Maywood       IL
## 1938                                  North Platte       NE
## 1939                                        Cataño       PR
## 1940                                          Pace       FL
## 1941                                     Vega Baja       PR
## 1942                                     Patterson       CA
## 1943                                 Maple Heights       OH
## 1944                                  Rock Springs       WY
## 1945                            Jacksonville Beach       FL
## 1946                                  Happy Valley       OR
## 1947                                        Waukee       IA
## 1948                                     Brookings       SD
## 1949                                      Johnston       IA
## 1950                                     Calabasas       CA
## 1951                                      Farragut       TN
## 1952                                       Taylors       SC
## 1953                               Jasmine Estates       FL
## 1954                                       Waverly       MI
## 1955                                         Linda       CA
## 1956                                       Griffin       GA
## 1957                                  New Brighton       MN
## 1958                                    Farmington       MN
## 1959                                       Kapolei       HI
## 1960                                    Loves Park       IL
## 1961                                     Van Buren       AR
## 1962                                       Clinton       UT
## 1963                                  Simpsonville       SC
## 1964                                Christiansburg       VA
## 1965                                  Allison Park       PA
## 1966                                      Trotwood       OH
## 1967                                       Crystal       MN
## 1968                                Mountain House       CA
## 1969                                  Laguna Beach       CA
## 1970                               Ballenger Creek       MD
## 1971                                      Eastmont       WA
## 1972                                   Garden City       NY
## 1973                                      Millbrae       CA
## 1974                                        Searcy       AR
## 1975                                     Lexington       SC
## 1976                                       Gardner       KS
## 1977                       Union Hill-Novelty Hill       WA
## 1978                                 Junction City       KS
## 1979                                     Watertown       WI
## 1980                                    Greenfield       IN
## 1981                                      Hopewell       VA
## 1982                                       Oakdale       CA
## 1983                                   Shelbyville       TN
## 1984                                        Cudahy       CA
## 1985                            West Puente Valley       CA
## 1986                                        Hudson       OH
## 1987                                    Middletown       DE
## 1988                                       Roselle       IL
## 1989                                  Brushy Creek       TX
## 1990                                         Keene       NH
## 1991                                     Edgewater       FL
## 1992                              East San Gabriel       CA
## 1993                                   Blue Island       IL
## 1994                                          Nixa       MO
## 1995                               Hialeah Gardens       FL
## 1996                                  Camp Springs       MD
## 1997                                Candler-McAfee       GA
## 1998                                Machesney Park       IL
## 1999                                        Belton       TX
## 2000                                      Marshall       TX
## 2001                                         Kihei       HI
## 2002                                      Radcliff       KY
## 2003                               Prairie Village       KS
## 2004                                        Leland       NC
## 2005                                        Oxford       OH
## 2006                                  Cottage Lake       WA
## 2007                                        Forney       TX
## 2008                                    Villa Park       IL
## 2009                                        Anthem       AZ
## 2010                                       Raymore       MO
## 2011                                   East Peoria       IL
## 2012                                  Pickerington       OH
## 2013                                        Duncan       OK
## 2014                                        Easley       SC
## 2015                              North Plainfield       NJ
## 2016                                  Cartersville       GA
## 2017                                    Sun Valley       NV
## 2018                                      Corcoran       CA
## 2019                                      Bellview       FL
## 2020                                        Summit       NJ
## 2021                                      Woodlawn       VA
## 2022                                     Watertown       SD
## 2023                                        Eustis       FL
## 2024                                       Chester       VA
## 2025                                       Roselle       NJ
## 2026                                  Bloomingdale       IL
## 2027                                 The Crossings       FL
## 2028                                     Greenwood       SC
## 2029                                       Fernley       NV
## 2030                                     Biddeford       ME
## 2031                                       Acworth       GA
## 2032                                        Ruston       LA
## 2033                                  Hillsborough       NJ
## 2034                                   Albertville       AL
## 2035                                   Martha Lake       WA
## 2036                                    Massapequa       NY
## 2037                                 Golden Valley       MN
## 2038                                        Marina       CA
## 2039                             Sunny Isles Beach       FL
## 2040                                   Bonney Lake       WA
## 2041                                    Coralville       IA
## 2042                                       Corinth       TX
## 2043                                        Oxford       AL
## 2044                                 Central Falls       RI
## 2045                                Mountain Brook       AL
## 2046                                   Clarksville       IN
## 2047                                 Florida Ridge       FL
## 2048                                    Waynesboro       VA
## 2049                                  Chambersburg       PA
## 2050                                   Silver Firs       WA
## 2051                                   Cherry Hill       VA
## 2052                                   Bloomington       CA
## 2053                                        Darien       IL
## 2054                                  Horizon City       TX
## 2055                                      Hastings       MN
## 2056                                   Chillicothe       OH
## 2057                                   West Carson       CA
## 2058                              Rancho San Diego       CA
## 2059                                        DeBary       FL
## 2060                                        Ensley       FL
## 2061                         West Rancho Dominguez       CA
## 2062                                        Conway       SC
## 2063                                    Pascagoula       MS
## 2064                                      La Porte       IN
## 2065                                    New Castle       PA
## 2066                                    Brambleton       VA
## 2067                                     Chalmette       LA
## 2068                                Winter Gardens       CA
## 2069                                    East Ridge       TN
## 2070                                     Montclair       VA
## 2071                                West Pensacola       FL
## 2072                                  Port Hueneme       CA
## 2073                                    Parsippany       NJ
## 2074                                          Katy       TX
## 2075                                        Gallup       NM
## 2076                                    Hayesville       OR
## 2077                                  South Euclid       OH
## 2078                                Mount Pleasant       MI
## 2079                                      Alliance       OH
## 2080                                        Ramona       CA
## 2081                                       Sapulpa       OK
## 2082                                East Patchogue       NY
## 2083                                      Fairhope       AL
## 2084                                       Sanford       ME
## 2085                                       Valinda       CA
## 2086                                      Del City       OK
## 2087                                     Vicksburg       MS
## 2088                               American Canyon       CA
## 2089                                    Birmingham       MI
## 2090                                         Evans       CO
## 2091                                        Duarte       CA
## 2092                              Four Square Mile       CO
## 2093                                         Brent       FL
## 2094                                 Klamath Falls       OR
## 2095                                    Bayou Cane       LA
## 2096                                       Sedalia       MO
## 2097                                       Ashland       KY
## 2098                                      New Hope       MN
## 2099                                   Granite Bay       CA
## 2100                                  Yucca Valley       CA
## 2101                                Mililani Mauka       HI
## 2102                                  Frederickson       WA
## 2103                                    Hazel Dell       WA
## 2104                                     Middleton       WI
## 2105                                          Bear       DE
## 2106                              Columbia Heights       MN
## 2107                                        Dolton       IL
## 2108                                        Shelby       NC
## 2109                                       Tukwila       WA
## 2110                                North Bellmore       NY
## 2111                                 South Holland       IL
## 2112                                   Rocky River       OH
## 2113                                        Lennox       CA
## 2114                                       Sulphur       LA
## 2115                                        Geneva       IL
## 2116                                     Rose Hill       VA
## 2117                                      Secaucus       NJ
## 2118                                       Holiday       FL
## 2119                               North Salt Lake       UT
## 2120                                      Mukilteo       WA
## 2121                              Liberty Triangle       FL
## 2122                                        Lorton       VA
## 2123                                      Lakeside       CA
## 2124                                   St. Andrews       SC
## 2125                                   Park Forest       IL
## 2126                              South Lake Tahoe       CA
## 2127                                       Ashland       OR
## 2128                                     Dickinson       TX
## 2129                                    Silverdale       WA
## 2130                                       Baldwin       PA
## 2131                                        Selden       NY
## 2132                                  Elmwood Park       NJ
## 2133                                      Carrboro       NC
## 2134                                       Lealman       FL
## 2135                             Mountlake Terrace       WA
## 2136                              Pleasant Prairie       WI
## 2137                                       Seymour       IN
## 2138                                       Gardner       MA
## 2139                                   East Moline       IL
## 2140                                    Lino Lakes       MN
## 2141                                     Milwaukie       OR
## 2142                                        Payson       UT
## 2143                                    Louisville       CO
## 2144                                    Lindenwold       NJ
## 2145                                      Clemmons       NC
## 2146                                       Merrick       NY
## 2147                                        McNair       VA
## 2148                                        Harvey       LA
## 2149                                      Rio Rico       AZ
## 2150                                        Lomita       CA
## 2151                                  Wade Hampton       SC
## 2152                                      Lockport       NY
## 2153                                         Ozark       MO
## 2154                                          Hays       KS
## 2155                                      Makakilo       HI
## 2156                                          Avon       IN
## 2157                                       Mineola       NY
## 2158                                     Grayslake       IL
## 2159                                       Willmar       MN
## 2160                                   Murrysville       PA
## 2161                                        Arnold       MO
## 2162                             Fort Walton Beach       FL
## 2163                                   Hyattsville       MD
## 2164                               South Milwaukee       WI
## 2165                                    Germantown       WI
## 2166                                       Lebanon       OH
## 2167                                  Langley Park       MD
## 2168                                 Parma Heights       OH
## 2169                                        Harvey       IL
## 2170                                West Hempstead       NY
## 2171                                  Green Valley       AZ
## 2172                                     Lincolnia       VA
## 2173                                   North Ogden       UT
## 2174                                   Mead Valley       CA
## 2175                                        Helena       AL
## 2176                                        Adrian       MI
## 2177                                     Pittsburg       KS
## 2178                                    Mill Creek       WA
## 2179                                        Murphy       TX
## 2180                                South St. Paul       MN
## 2181                                       Suwanee       GA
## 2182                                      Coronado       CA
## 2183                                  Libertyville       IL
## 2184                          La Cañada Flintridge       CA
## 2185                                     Covington       WA
## 2186                                     Tullahoma       TN
## 2187                                      Rosamond       CA
## 2188                                     Marquette       MI
## 2189                                        Sidney       OH
## 2190                                       Bethany       OK
## 2191                                 Battle Ground       WA
## 2192                                 Pleasantville       NJ
## 2193                                  Stephenville       TX
## 2194                                     Yorkville       IL
## 2195                                 West St. Paul       MN
## 2196                                    Snellville       GA
## 2197                                     Ypsilanti       MI
## 2198                                  Five Corners       WA
## 2199                                      Oroville       CA
## 2200                                        Bryant       AR
## 2201                                          Elko       NV
## 2202                                 Old Jamestown       MO
## 2203                                       Hanahan       SC
## 2204                                    Northfield       MN
## 2205                                   Forest Lake       MN
## 2206                                  Agoura Hills       CA
## 2207                                         Piqua       OH
## 2208                                        Monroe       MI
## 2209                                      Lynbrook       NY
## 2210                                   Painesville       OH
## 2211                                    Crest Hill       IL
## 2212                                      Rosedale       MD
## 2213                                Palisades Park       NJ
## 2214                                     Glassboro       NJ
## 2215                                      Sherwood       OR
## 2216                                East Northport       NY
## 2217                                         Perry       GA
## 2218                                          Saco       ME
## 2219                                   Marion Oaks       FL
## 2220                                  Bothell West       WA
## 2221                                     Plainview       TX
## 2222                                         Foley       AL
## 2223                         La Crescenta-Montrose       CA
## 2224                                       Clifton       CO
## 2225                                   Palm Valley       FL
## 2226                              Mayfield Heights       OH
## 2227                                      Montrose       CO
## 2228                                    Montgomery       IL
## 2229                                     Westbrook       ME
## 2230                                   Sherrelwood       CO
## 2231                                    Shenandoah       LA
## 2232                              South Burlington       VT
## 2233                                        Golden       CO
## 2234                                     Frankfort       IL
## 2235                                      Mesquite       NV
## 2236                                     Whitehall       OH
## 2237                                    Morristown       NJ
## 2238                                    East Hemet       CA
## 2239                                      Imperial       CA
## 2240                                 North Liberty       IA
## 2241                            World Golf Village       FL
## 2242                                   Plattsburgh       NY
## 2243                                     Hauppauge       NY
## 2244                                        Albany       CA
## 2245                                         Rolla       MO
## 2246                                   Pecan Grove       TX
## 2247                                         Ennis       TX
## 2248                                   Forest Park       OH
## 2249                                        Oregon       OH
## 2250                                  Sand Springs       OK
## 2251                                      Portland       TX
## 2252                                        Mokena       IL
## 2253                                       Shafter       CA
## 2254                                     Prunedale       CA
## 2255                                  Port Angeles       WA
## 2256                                       Kinston       NC
## 2257                                Evergreen Park       IL
## 2258                                        Monroe       WA
## 2259                                    Miamisburg       OH
## 2260                                      Carlisle       PA
## 2261                                South El Monte       CA
## 2262                                   Forest Park       GA
## 2263                                       Mustang       OK
## 2264                                     Arlington       WA
## 2265                                       Nogales       AZ
## 2266                                        Howard       WI
## 2267                             Broadview Heights       OH
## 2268                              North Amityville       NY
## 2269                                  Salmon Creek       WA
## 2270                                   Lake Zurich       IL
## 2271                                      St. John       IN
## 2272                       Casa de Oro-Mount Helix       CA
## 2273                                 Hermosa Beach       CA
## 2274                                   Westminster       MD
## 2275                          South San Jose Hills       CA
## 2276                                      Culpeper       VA
## 2277                              Bayshore Gardens       FL
## 2278                                      Homewood       IL
## 2279                                   Shelbyville       IN
## 2280                                    Lackawanna       NY
## 2281                                     Englewood       FL
## 2282                                Universal City       TX
## 2283                                       Arbutus       MD
## 2284                                        Waxhaw       NC
## 2285                                      Prichard       AL
## 2286                                         Alamo       TX
## 2287                                  West Mifflin       PA
## 2288                                        Nanuet       NY
## 2289                                        Midway       FL
## 2290                                       Nocatee       FL
## 2291                                   Meadowbrook       VA
## 2292                                      Altamont       OR
## 2293                                         Arvin       CA
## 2294                                        Otsego       MN
## 2295                                      Seabrook       MD
## 2296                                 Hunters Creek       FL
## 2297                                   Valle Vista       CA
## 2298                                       Ashland       OH
## 2299                                  Madisonville       KY
## 2300                               Stevenson Ranch       CA
## 2301                                    Brookfield       IL
## 2302                                   Warrensburg       MO
## 2303                                     Hawthorne       NJ
## 2304                                      Erlanger       KY
## 2305                                     Hurricane       UT
## 2306                                        Orinda       CA
## 2307                                    Holtsville       NY
## 2308                                   Lake Forest       IL
## 2309                                East St. Louis       IL
## 2310                                    Sweetwater       FL
## 2311                                    Lynn Haven       FL
## 2312                                      Ferndale       MI
## 2313                                      Angleton       TX
## 2314                                    Lake Shore       MD
## 2315                                  Brigham City       UT
## 2316                                     Lexington       NC
## 2317                                       Syosset       NY
## 2318                                       Altoona       IA
## 2319                                       Liberal       KS
## 2320                                       Haslett       MI
## 2321                                        Orange       TX
## 2322                                   Cutlerville       MI
## 2323                                       Zachary       LA
## 2324                                    Stillwater       MN
## 2325                                   Punta Gorda       FL
## 2326                                     Deerfield       IL
## 2327                                        Badger       AK
## 2328                                      Seminole       FL
## 2329                                     Twinsburg       OH
## 2330                                    Ellensburg       WA
## 2331                            Wallingford Center       CT
## 2332                                        Naples       FL
## 2333                                     Lumberton       NC
## 2334                                     Claremore       OK
## 2335                                    Five Forks       SC
## 2336                                      Maitland       FL
## 2337                                     Hermiston       OR
## 2338                                     White Oak       OH
## 2339                                       Sartell       MN
## 2340                                     Preakness       NJ
## 2341                                    Merrifield       VA
## 2342                                      Maumelle       AR
## 2343                                        Pinole       CA
## 2344                                  Tinton Falls       NJ
## 2345                                      Matteson       IL
## 2346                                         Dixon       CA
## 2347                                        Arcata       CA
## 2348                                         Alsip       IL
## 2349                                    Cumberland       MD
## 2350                                    Midlothian       VA
## 2351                               East Massapequa       NY
## 2352                                    Winchester       KY
## 2353                                      Sylvania       OH
## 2354                                    Cedar Mill       OR
## 2355                                       Norwood       OH
## 2356                                   Bourbonnais       IL
## 2357                                       Durango       CO
## 2358                                 Central Point       OR
## 2359                                       Ansonia       CT
## 2360                                       Gautier       MS
## 2361                                        Affton       MO
## 2362                                      Highland       UT
## 2363                                  Fox Crossing       WI
## 2364                                 Franklin Farm       VA
## 2365                                       Augusta       ME
## 2366                                         Cocoa       FL
## 2367                                        Bartow       FL
## 2368                                      Rosedale       CA
## 2369                                     Brownwood       TX
## 2370                                       Hopkins       MN
## 2371                                 Bradfordville       FL
## 2372                                   Thomasville       GA
## 2373                                Point Pleasant       NJ
## 2374                                    Greenfield       CA
## 2375                                    Springboro       OH
## 2376                                    Chowchilla       CA
## 2377                                      Ferguson       MO
## 2378                                         Altus       OK
## 2379                                      Harrison       NJ
## 2380                              Santa Fe Springs       CA
## 2381                                   Bensenville       IL
## 2382                                    Rutherford       NJ
## 2383                                      Bellwood       IL
## 2384                                       Colonia       NJ
## 2385                                 North Babylon       NY
## 2386                                    Ronkonkoma       NY
## 2387                                    Beltsville       MD
## 2388                                     Oxon Hill       MD
## 2389                                       Concord       MO
## 2390                                      Onalaska       WI
## 2391                                      Buckhall       VA
## 2392                                         Berea       OH
## 2393                                    Round Lake       IL
## 2394                                        Ottawa       IL
## 2395                              Wisconsin Rapids       WI
## 2396                                    Marshfield       WI
## 2397                                      Sheridan       WY
## 2398                                   Creve Coeur       MO
## 2399                                     Johnstown       PA
## 2400                                  Fayetteville       GA
## 2401                                  Country Walk       FL
## 2402                                Cimarron Hills       CO
## 2403                                    Knightdale       NC
## 2404                                        Sudley       VA
## 2405                                        Phelan       CA
## 2406                                    Brook Park       OH
## 2407                                  West Chester       PA
## 2408                               San Carlos Park       FL
## 2409                              North Massapequa       NY
## 2410                                        Newton       KS
## 2411                                      Melville       NY
## 2412                                   Springfield       TN
## 2413                                     Palestine       TX
## 2414                               North Bay Shore       NY
## 2415                                      Lansdale       PA
## 2416                            North Myrtle Beach       SC
## 2417                                     Nederland       TX
## 2418                                   Martinsburg       WV
## 2419                                       Trenton       MI
## 2420                                        Parole       MD
## 2421                                      Fairwood       WA
## 2422                                       Lakeway       TX
## 2423                                    Logansport       IN
## 2424                                Elizabeth City       NC
## 2425                                        Nipomo       CA
## 2426                                  Phoenixville       PA
## 2427                                 Franklin Park       IL
## 2428                                    Albert Lea       MN
## 2429                                         Selma       AL
## 2430                                 Arroyo Grande       CA
## 2431                                         Dover       NJ
## 2432                                    Harrisburg       NC
## 2433                                  Hybla Valley       VA
## 2434                                     Tallmadge       OH
## 2435                                     Pinecrest       FL
## 2436                                   Cinco Ranch       TX
## 2437                                    Burlington       KY
## 2438                                   Palos Hills       IL
## 2439                                    Kingstowne       VA
## 2440                                    Portsmouth       OH
## 2441                                      Fairmont       WV
## 2442                                        Durant       OK
## 2443                           North Valley Stream       NY
## 2444                                       Wantagh       NY
## 2445                                         Clive       IA
## 2446                                         Niles       OH
## 2447                               Tillmans Corner       AL
## 2448                                      Republic       MO
## 2449                                     Franconia       VA
## 2450                                    Manchester       MO
## 2451                                       Tavares       FL
## 2452                                   Newburyport       MA
## 2453                                 Knik-Fairview       AK
## 2454                                 Ocean Springs       MS
## 2455                                    Seagoville       TX
## 2456                            Schofield Barracks       HI
## 2457                                     Gibsonton       FL
## 2458                                     McAlester       OK
## 2459                                     Amsterdam       NY
## 2460                                     Kingsland       GA
## 2461                               Lake Ronkonkoma       NY
## 2462                                        Lenoir       NC
## 2463                                     St. Marys       GA
## 2464                                        Cudahy       WI
## 2465                                       Trinity       FL
## 2466                                 Steiner Ranch       TX
## 2467                                       Menasha       WI
## 2468                                       Lebanon       OR
## 2469                                   Willimantic       CT
## 2470                                   St. Michael       MN
## 2471                                      Sycamore       IL
## 2472                             North Druid Hills       GA
## 2473                            Upper Grand Lagoon       FL
## 2474                                    Charleston       IL
## 2475                              Colonial Heights       VA
## 2476                                        Blythe       CA
## 2477                                  Steubenville       OH
## 2478                                  Jacksonville       IL
## 2479                                  Burke Centre       VA
## 2480                                  Natchitoches       LA
## 2481                                     Ashtabula       OH
## 2482                                         Canby       OR
## 2483                                      Bostonia       CA
## 2484                                     La Marque       TX
## 2485                                     Scarsdale       NY
## 2486                                 Maryland City       MD
## 2487                                         Boone       NC
## 2488                              White Settlement       TX
## 2489                                   Sevierville       TN
## 2490                                     Roosevelt       NY
## 2491                                       Castaic       CA
## 2492                                         Alice       TX
## 2493                                         Alton       TX
## 2494                                     Centralia       WA
## 2495                                       Crowley       TX
## 2496                                    Oconomowoc       WI
## 2497                                       Redland       MD
## 2498                                        Dumont       NJ
## 2499                                        Laurel       VA
## 2500                                    Farmington       MO
## 2501                                     Shorewood       IL
## 2502                                    McKeesport       PA
## 2503                                        Cohoes       NY
## 2504                                          Cary       IL
## 2505                                      Bay City       TX
## 2506                                     Groveland       FL
## 2507                                       Cullman       AL
## 2508                                  North Aurora       IL
## 2509                                   Ocean Acres       NJ
## 2510                                  North Canton       OH
## 2511                             Panama City Beach       FL
## 2512                                        Tiffin       OH
## 2513                                       Bon Air       VA
## 2514                                        Gretna       LA
## 2515                                       Godfrey       IL
## 2516                                     El Dorado       AR
## 2517                                  Cameron Park       CA
## 2518                                     Calverton       MD
## 2519                                        Winder       GA
## 2520                                          Troy       AL
## 2521                                         Anoka       MN
## 2522                                      Eastlake       OH
## 2523                                     New River       AZ
## 2524                                   Brownsville       FL
## 2525                              Mount Washington       KY
## 2526                                  Spanish Lake       MO
## 2527                                      Idylwood       VA
## 2528                                        Iselin       NJ
## 2529                                       Estelle       LA
## 2530                                      Bethpage       NY
## 2531                                         Wayne       MI
## 2532                              New Philadelphia       OH
## 2533                              Bryn Mawr-Skyway       WA
## 2534                                   Takoma Park       MD
## 2535                                       Humacao       PR
## 2536                                    Kirksville       MO
## 2537                                     Pataskala       OH
## 2538                                  St. Matthews       KY
## 2539                                      Cortland       NY
## 2540                                      Havelock       NC
## 2541                                       Jenison       MI
## 2542                                      Coalinga       CA
## 2543                                  Laguna Woods       CA
## 2544                                        Lemont       IL
## 2545                                Goodlettsville       TN
## 2546                                     Woodcrest       CA
## 2547                                   Lake Butler       FL
## 2548                                    New Castle       IN
## 2549                                     Centerton       AR
## 2550                                     Anacortes       WA
## 2551                                    Glassmanor       MD
## 2552                                    Hope Mills       NC
## 2553                                      Norcross       GA
## 2554                                          Fate       TX
## 2555                                         Ammon       ID
## 2556                                     Morganton       NC
## 2557                                       Brenham       TX
## 2558                                     Oak Grove       OR
## 2559                                        Laurel       MS
## 2560                                   South Ogden       UT
## 2561                                       Wahiawa       HI
## 2562                                   Mount Holly       NC
## 2563                                        Boerne       TX
## 2564                                   Streetsboro       OH
## 2565                                 Milledgeville       GA
## 2566                                        Stuart       FL
## 2567                                      Woodmere       NY
## 2568                                 West Columbia       SC
## 2569                                      Bellaire       TX
## 2570                                       Beckley       WV
## 2571                                      Fulshear       TX
## 2572                                     Pinehurst       NC
## 2573                                    El Segundo       CA
## 2574                                   Fort Thomas       KY
## 2575                                        Murray       KY
## 2576                                       Clemson       SC
## 2577                               Glenvar Heights       FL
## 2578                                        Camano       WA
## 2579                                       Lebanon       IN
## 2580                                        Mebane       NC
## 2581                                     Rio Linda       CA
## 2582                                      Stafford       TX
## 2583                                 Fairview Park       OH
## 2584                                      Hannibal       MO
## 2585                                       El Reno       OK
## 2586                                      Danville       KY
## 2587                                    Cañon City       CO
## 2588                                      Defiance       OH
## 2589                               Massapequa Park       NY
## 2590                                      Hinsdale       IL
## 2591                                   Gainesville       TX
## 2592                                East Riverdale       MD
## 2593                                        Avenel       NJ
## 2594                                 Rancho Mirage       CA
## 2595                                      Ferndale       MD
## 2596                                        Tifton       GA
## 2597                                      Pinewood       FL
## 2598                                        Aurora       OH
## 2599                                        Oswego       NY
## 2600                                       Conyers       GA
## 2601                                 Safety Harbor       FL
## 2602                             Hillcrest Heights       MD
## 2603                                       Terrell       TX
## 2604                                   Gainesville       VA
## 2605                                 Manassas Park       VA
## 2606                                        Groves       TX
## 2607                                     Los Lunas       NM
## 2608                                       Norwalk       OH
## 2609                                   Ashwaubenon       WI
## 2610                                  Myrtle Grove       FL
## 2611                                    Huntington       IN
## 2612                                       Bristol       VA
## 2613                                   Belle Glade       FL
## 2614                                       Mattoon       IL
## 2615                                       Adelphi       MD
## 2616                                 Flowing Wells       AZ
## 2617                                        Marion       IL
## 2618                                      Live Oak       CA
## 2619                                      Damascus       MD
## 2620                                Siloam Springs       AR
## 2621                                   Shelbyville       KY
## 2622                                      Kaukauna       WI
## 2623                                       Calhoun       GA
## 2624                                    West Haven       UT
## 2625                                   New Milford       NJ
## 2626                                        Easton       MD
## 2627                                  Farmingville       NY
## 2628                                       Clayton       MO
## 2629                                     Vincennes       IN
## 2630                                  Mount Vernon       OH
## 2631                                    Bridgeview       IL
## 2632                                    Villa Rica       GA
## 2633                                     Pendleton       OR
## 2634                                         Wixom       MI
## 2635                                       Truckee       CA
## 2636                                      Aberdeen       WA
## 2637                                   Westchester       IL
## 2638                                       Madison       NJ
## 2639                                         Pampa       TX
## 2640                                        Buford       GA
## 2641                               Port Washington       NY
## 2642                                           Ada       OK
## 2643                                        Graham       NC
## 2644                                          Anna       TX
## 2645                                       Laconia       NH
## 2646                                      La Vista       NE
## 2647                                        Storrs       CT
## 2648                                        Moraga       CA
## 2649                            Country Club Hills       IL
## 2650                                   Fort Carson       CO
## 2651                                         Donna       TX
## 2652                                      Hernando       MS
## 2653                                         Ukiah       CA
## 2654                                     Menomonie       WI
## 2655                                   Centerville       UT
## 2656                                      Bull Run       VA
## 2657                                Powder Springs       GA
## 2658                                      Hueytown       AL
## 2659                                     Princeton       TX
## 2660                                  Ocean Pointe       HI
## 2661                                     Millbrook       AL
## 2662                            East Highland Park       VA
## 2663                                Lake St. Louis       MO
## 2664                                     Washougal       WA
## 2665                                        Dallas       OR
## 2666                                    Long Beach       MS
## 2667                              Palmetto Estates       FL
## 2668                                  Four Corners       OR
## 2669                                      Bellmore       NY
## 2670                                        Humble       TX
## 2671                              Fairview Heights       IL
## 2672                                      Red Wing       MN
## 2673                                     Johnstown       CO
## 2674                                    Beaver Dam       WI
## 2675                                        Morton       IL
## 2676                                     Bluffdale       UT
## 2677                                  Hampton Bays       NY
## 2678                                        Celina       TX
## 2679                                          Ojus       FL
## 2680                                  Sunland Park       NM
## 2681                                      Cloverly       MD
## 2682                                       Douglas       AZ
## 2683                                     Clearlake       CA
## 2684                                        Vienna       VA
## 2685                                     Lake Mary       FL
## 2686                                 McKinleyville       CA
## 2687                                   Walnut Park       CA
## 2688                                  South Venice       FL
## 2689                                  Center Point       AL
## 2690                                          Dyer       IN
## 2691                                         Heber       UT
## 2692                                       Addison       TX
## 2693                                       Vincent       CA
## 2694                                     Wolf Trap       VA
## 2695                                       Artesia       CA
## 2696                                      Ham Lake       MN
## 2697                                   Pearl River       NY
## 2698                                      Fillmore       CA
## 2699                                 North Decatur       GA
## 2700                                 South Houston       TX
## 2701                           Grosse Pointe Woods       MI
## 2702                                     Troutdale       OR
## 2703                               New Port Richey       FL
## 2704                                     Sunnyside       WA
## 2705                               North Arlington       NJ
## 2706                                      Stanford       CA
## 2707                                     Fort Hunt       VA
## 2708                                  Poplar Bluff       MO
## 2709                                     Albemarle       NC
## 2710                                         Lemay       MO
## 2711                                     Opa-locka       FL
## 2712                                    Susanville       CA
## 2713                                      Sayville       NY
## 2714                                Crawfordsville       IN
## 2715                                      Mercedes       TX
## 2716                                    Olivehurst       CA
## 2717                                         Welby       CO
## 2718                                    Vero Beach       FL
## 2719                                     Hermitage       PA
## 2720                                     Dyersburg       TN
## 2721                                        Jasper       IN
## 2722                                        Payson       AZ
## 2723                                       Hibbing       MN
## 2724                                     La Grange       IL
## 2725                                      Fairburn       GA
## 2726                                     Tahlequah       OK
## 2727                                      Griffith       IN
## 2728                                       Radford       VA
## 2729                                   Floral Park       NY
## 2730                                      Aberdeen       MD
## 2731                                    Lake Wales       FL
## 2732                                        Taylor       TX
## 2733                                      Americus       GA
## 2734                                    Warrington       FL
## 2735                                     Frankfort       IN
## 2736                                 Colonial Park       PA
## 2737                               Spanish Springs       NV
## 2738                                     Fullerton       PA
## 2739                                        Calera       AL
## 2740                                       Buffalo       MN
## 2741                                       Parkway       CA
## 2742                                   South River       NJ
## 2743                                    Clarksburg       WV
## 2744                                        Dublin       GA
## 2745                                Mount Pleasant       TX
## 2746                                      Red Hill       SC
## 2747                                   River Falls       WI
## 2748                                      Sikeston       MO
## 2749                                   Bay Village       OH
## 2750                                    Grandville       MI
## 2751                              Prospect Heights       IL
## 2752                                    Kings Park       NY
## 2753                                    Washington       IL
## 2754                                   Summerfield       MD
## 2755                                    Gatesville       TX
## 2756                                 West Richland       WA
## 2757                                  Murraysville       NC
## 2758                            Middleburg Heights       OH
## 2759                           Hot Springs Village       AR
## 2760                                 Muscle Shoals       AL
## 2761                                         Ripon       CA
## 2762                                       Fremont       OH
## 2763                                     Firestone       CO
## 2764                                    The Dalles       OR
## 2765                                      Saraland       AL
## 2766                                       Rutland       VT
## 2767                                     Stallings       NC
## 2768                                  Marco Island       FL
## 2769                                      Bellevue       WI
## 2770                                     New Haven       IN
## 2771                                      Coos Bay       OR
## 2772                                    Gardendale       AL
## 2773                                      Overland       MO
## 2774                                        Warsaw       IN
## 2775                                 Richmond Hill       GA
## 2776                                     Fort Drum       NY
## 2777                                         Berea       SC
## 2778                                        Aldine       TX
## 2779                                     Opelousas       LA
## 2780                                  Coto de Caza       CA
## 2781                                    Waterville       ME
## 2782                                   Fort Mohave       AZ
## 2783                                    St. Simons       GA
## 2784                                 Mountain Home       ID
## 2785                                       Hollins       VA
## 2786                                         Dixon       IL
## 2787                                       Dickson       TN
## 2788                                    New Cassel       NY
## 2789                                    Mount Dora       FL
## 2790                               Sulphur Springs       TX
## 2791                                Lithia Springs       GA
## 2792                                     Jamestown       ND
## 2793                                        Kerman       CA
## 2794                                      Glenmont       MD
## 2795                                 Holly Springs       GA
## 2796                                     Talladega       AL
## 2797                                   Stone Ridge       VA
## 2798                                      Westbury       NY
## 2799                              Highland Village       TX
## 2800                                 Glenn Heights       TX
## 2801                                 Mount Clemens       MI
## 2802                                    Isla Vista       CA
## 2803                                        Elkton       MD
## 2804                                  White Center       WA
## 2805                                        Hewitt       TX
## 2806                                    Auburndale       FL
## 2807                                 Discovery Bay       CA
## 2808                                      Los Osos       CA
## 2809                                        Newton       IA
## 2810                                     Lady Lake       FL
## 2811                                        Macomb       IL
## 2812                                      Mitchell       SD
## 2813                                       Wailuku       HI
## 2814                                     Chickasha       OK
## 2815                                      La Palma       CA
## 2816                                        Alpine       CA
## 2817                                       Shively       KY
## 2818                                       Seaford       NY
## 2819                                     Rossville       MD
## 2820                                       Seymour       TN
## 2821                             Fort Leonard Wood       MO
## 2822                                        Weston       WI
## 2823                                     Grovetown       GA
## 2824                                    Southchase       FL
## 2825                                        Mastic       NY
## 2826                                    Seven Oaks       SC
## 2827                                        Monroe       OH
## 2828                                      Live Oak       TX
## 2829                                    Cherryland       CA
## 2830                                   Azalea Park       FL
## 2831                             Greenwood Village       CO
## 2832                                     Indianola       IA
## 2833                                 Brooklyn Park       MD
## 2834                                          Hugo       MN
## 2835                                     Niceville       FL
## 2836                                      Hartford       WI
## 2837                             Wilmington Island       GA
## 2838                                    Candelaria       PR
## 2839                                       Batavia       NY
## 2840                               Rio Grande City       TX
## 2841                             Princeton Meadows       NJ
## 2842                                         Berea       KY
## 2843                                    Scottsboro       AL
## 2844                                      Chubbuck       ID
## 2845                                  Grain Valley       MO
## 2846                                    Glenn Dale       MD
## 2847                                        Lynden       WA
## 2848                                      Carthage       MO
## 2849                                    Springdale       NJ
## 2850                                        Uvalde       TX
## 2851                                   Three Lakes       FL
## 2852                                   Greeneville       TN
## 2853                                       Glasgow       DE
## 2854                                  Mastic Beach       NY
## 2855                                       Yankton       SD
## 2856                                          Eden       NC
## 2857                                        Hayden       ID
## 2858                                  Port Orchard       WA
## 2859                                     Hartselle       AL
## 2860                                       Tenafly       NJ
## 2861                                   Asbury Park       NJ
## 2862                                Roanoke Rapids       NC
## 2863                                      Norridge       IL
## 2864                                  Harper Woods       MI
## 2865                                  Johnson City       NY
## 2866                                       Jackson       MO
## 2867                                 Traverse City       MI
## 2868                                     Northview       MI
## 2869                                    Dentsville       SC
## 2870                                    Laurinburg       NC
## 2871                                     Thibodaux       LA
## 2872                                 Franklin Park       PA
## 2873                                       Bradley       IL
## 2874                                       Berkley       MI
## 2875                                    Hazel Park       MI
## 2876                                  Gloversville       NY
## 2877                                       Kenmore       NY
## 2878                                   Beech Grove       IN
## 2879                                         Depew       NY
## 2880                                  Spring Creek       NV
## 2881                                          Eloy       AZ
## 2882                                 Pacific Grove       CA
## 2883                                   Youngsville       LA
## 2884                                       Andover       KS
## 2885                                     Elk Plain       WA
## 2886                                Southern Pines       NC
## 2887                                      Vandalia       OH
## 2888                                   Piney Green       NC
## 2889                                  Phillipsburg       NJ
## 2890                                     Tonawanda       NY
## 2891                          Camp Pendleton South       CA
## 2892                           North New Hyde Park       NY
## 2893                                    Clarksdale       MS
## 2894                                     Greenlawn       NY
## 2895                                       Bemidji       MN
## 2896                                      Longwood       FL
## 2897                                     Henderson       NC
## 2898                                     West Park       FL
## 2899                                   Worthington       OH
## 2900                                      Hereford       TX
## 2901                                   Front Royal       VA
## 2902                                       Swansea       IL
## 2903                                        Dayton       NV
## 2904                                     Riverdale       GA
## 2905                             South Farmingdale       NY
## 2906                                        Halawa       HI
## 2907                                    Greensburg       PA
## 2908                         West University Place       TX
## 2909                                 Highland Park       NJ
## 2910                                  Williamstown       NJ
## 2911                                  Tanque Verde       AZ
## 2912                                 Mineral Wells       TX
## 2913                                       Glasgow       KY
## 2914                                      Sterling       IL
## 2915                                      Fairview       NJ
## 2916                               California City       CA
## 2917                                      Metuchen       NJ
## 2918                                       Lebanon       MO
## 2919                                Hendersonville       NC
## 2920                                  Boulder City       NV
## 2921                                    Great Bend       KS
## 2922                                        Grimes       IA
## 2923                                    Broadlands       VA
## 2924                              Highland Springs       VA
## 2925                        Sierra Vista Southeast       AZ
## 2926                                 Whitefish Bay       WI
## 2927                                        Ramsey       NJ
## 2928                                       Oldsmar       FL
## 2929                               Bradley Gardens       NJ
## 2930                                         Gantt       SC
## 2931                                    Glen Allen       VA
## 2932                                      Ferndale       WA
## 2933                                     Brunswick       GA
## 2934                                Alexander City       AL
## 2935                                      Wildwood       FL
## 2936                                     Greendale       WI
## 2937                                 Lake Stickney       WA
## 2938                                        Deming       NM
## 2939                                    Fort Payne       AL
## 2940                                          Vail       AZ
## 2941                                   Gulf Shores       AL
## 2942                                        Ladson       SC
## 2943                                     White Oak       MD
## 2944                                       Chelsea       AL
## 2945                                        Owosso       MI
## 2946                                       Antioch       IL
## 2947                                        Fraser       MI
## 2948                                     Hammonton       NJ
## 2949                                   Great Falls       VA
## 2950                                        Salida       CA
## 2951                                      Waunakee       WI
## 2952                                        Monroe       GA
## 2953                                    Fruitville       FL
## 2954                                        Canyon       TX
## 2955                                       Parlier       CA
## 2956                                      Palmview       TX
## 2957                                     Pineville       LA
## 2958                                      Davidson       NC
## 2959                                   Salem Lakes       WI
## 2960                                Havre de Grace       MD
## 2961                                      Moultrie       GA
## 2962                                       Hershey       PA
## 2963                                     Ewa Beach       HI
## 2964                                  Mount Vernon       IL
## 2965                                    Washington       MO
## 2966                                        Morris       IL
## 2967                                Anderson Creek       NC
## 2968                                        Rendon       TX
## 2969                                   Weigelstown       PA
## 2970                                Chippewa Falls       WI
## 2971                                  Eggertsville       NY
## 2972                                   East Milton       FL
## 2973                                 West Freehold       NJ
## 2974                                         Dumas       TX
## 2975                                     Red Bluff       CA
## 2976                                       Corinth       MS
## 2977                                  Key Biscayne       FL
## 2978                                       Jericho       NY
## 2979                                   Robbinsdale       MN
## 2980                                     Greenwood       MS
## 2981                                     Middlesex       NJ
## 2982                                   Scottsbluff       NE
## 2983                                     Kemp Mill       MD
## 2984                                    Hutchinson       MN
## 2985                                   Short Hills       NJ
## 2986                                        Hudson       WI
## 2987                                Belvedere Park       GA
## 2988                                     Artondale       WA
## 2989                                  Falls Church       VA
## 2990                                   Wilkinsburg       PA
## 2991                                 Hickory Hills       IL
## 2992                                     Bensville       MD
## 2993                                      Lockhart       TX
## 2994                                    Lemon Hill       CA
## 2995                                    Colesville       MD
## 2996                                    Reidsville       NC
## 2997                         East Rancho Dominguez       CA
## 2998                                     Clarkston       GA
## 2999                                   Lindenhurst       IL
## 3000                                       Belmont       NC
## 3001                        Washington Court House       OH
## 3002                                       Natchez       MS
## 3003                                  Palmer Ranch       FL
## 3004                                       Lilburn       GA
## 3005                                        Sunset       FL
## 3006                                 Chicago Ridge       IL
## 3007                                      Groveton       VA
## 3008                                         Ozark       AL
## 3009                                     Hopatcong       NJ
## 3010                             Moorestown-Lenola       NJ
## 3011                                       Ardmore       PA
## 3012                                   Royal Kunia       HI
## 3013                                      Lockhart       FL
## 3014                                       Newport       KY
## 3015                                    Lake Arbor       MD
## 3016                                  Black Forest       CO
## 3017                                        Jasper       AL
## 3018                                    Whitewater       WI
## 3019                               North Fair Oaks       CA
## 3020                                 North Mankato       MN
## 3021                                          Buda       TX
## 3022                                    Midlothian       IL
## 3023                                      Gonzalez       FL
## 3024                                    Viera West       FL
## 3025                                       Lebanon       NH
## 3026                                  North Auburn       CA
## 3027                                   Forest Park       IL
## 3028                   Bellair-Meadowbrook Terrace       FL
## 3029                                  Thonotosassa       FL
## 3030                                        Lamont       CA
## 3031                                       Chatham       IL
## 3032                                   Mill Valley       CA
## 3033                                    Monticello       MN
## 3034                                   Mercerville       NJ
## 3035                                     Edgewater       NJ
## 3036                                    Fort Bliss       TX
## 3037                                         Yulee       FL
## 3038                                   Flower Hill       MD
## 3039                                East Cleveland       OH
## 3040                                    Bainbridge       GA
## 3041                                     Brookside       DE
## 3042                              Hawaiian Gardens       CA
## 3043                                     Willowick       OH
## 3044                     Jefferson Valley-Yorktown       NY
## 3045                                Lakeland North       WA
## 3046                                     Gladeview       FL
## 3047                                     Arlington       TN
## 3048                                       Waianae       HI
## 3049                                    California       MD
## 3050                                     Frederick       CO
## 3051                                        Pierre       SD
## 3052                                      Somerton       AZ
## 3053                                        Luling       LA
## 3054                                East Wenatchee       WA
## 3055                                  Elizabethton       TN
## 3056                               Federal Heights       CO
## 3057                                     Chaparral       NM
## 3058                                     McFarland       CA
## 3059                                    Livingston       CA
## 3060                                        Latham       NY
## 3061                                       Allouez       WI
## 3062                                      Wauconda       IL
## 3063                                     Covington       GA
## 3064                                         Huron       SD
## 3065                                      Brainerd       MN
## 3066                                       New Ulm       MN
## 3067                                         Cayey       PR
## 3068                                    Chesterton       IN
## 3069                                     Wood Dale       IL
## 3070                                  College Park       GA
## 3071                                    Alexandria       MN
## 3072                                  Jacksonville       TX
## 3073                                   Sharonville       OH
## 3074                                   Forest City       FL
## 3075                                       Dunmore       PA
## 3076                                     Lyndhurst       OH
## 3077                                    Huntington       VA
## 3078                                      Sterling       CO
## 3079                                  Roselle Park       NJ
## 3080                                  Fergus Falls       MN
## 3081                                    Hobe Sound       FL
## 3082                                        Athens       TN
## 3083                                  Willow Grove       PA
## 3084                                       Red Oak       TX
## 3085                            University Heights       OH
## 3086                                     St. James       NY
## 3087                                         Olean       NY
## 3088                                       Hidalgo       TX
## 3089                                       Moberly       MO
## 3090                                   Circleville       OH
## 3091                                         Manor       TX
## 3092                                     Kettering       MD
## 3093                                Shepherdsville       KY
## 3094                                     McPherson       KS
## 3095                                        Maumee       OH
## 3096                                  New Franklin       OH
## 3097                                     Sun Lakes       AZ
## 3098                                      Waycross       GA
## 3099                                        Avenal       CA
## 3100                                 Miami Springs       FL
## 3101                                        Powell       OH
## 3102                                        Powell       TN
## 3103                                         Alamo       CA
## 3104                                  West Lealman       FL
## 3105                                  Wells Branch       TX
## 3106                                   Sauk Rapids       MN
## 3107                              Cherry Hill Mall       NJ
## 3108                                        Bexley       OH
## 3109                                       Waimalu       HI
## 3110                               Kings Park West       VA
## 3111                                    Loganville       GA
## 3112                                    St. Helens       OR
## 3113                                     Beachwood       OH
## 3114                                  Teays Valley       WV
## 3115                                        Verona       WI
## 3116                                   Forest Hill       TX
## 3117                              South Sioux City       NE
## 3118                                 Bellefontaine       OH
## 3119                                      Westmont       NJ
## 3120                                   Worthington       MN
## 3121                                      Beeville       TX
## 3122                                       Ephrata       PA
## 3123                                     Coldwater       MI
## 3124                                        Villas       FL
## 3125                                        Destin       FL
## 3126                                   Brandermill       VA
## 3127                                        Auburn       CA
## 3128                                   Warrenville       IL
## 3129                                     Shorewood       WI
## 3130                                      Marshall       MN
## 3131                                   Hazel Crest       IL
## 3132                                       Bedford       IN
## 3133                                    Cedar Lake       IN
## 3134                                    Snoqualmie       WA
## 3135                                        Beacon       NY
## 3136                                      Minneola       FL
## 3137                                  Mount Vernon       VA
## 3138                                        Dallas       GA
## 3139                                     Lone Tree       CO
## 3140                                        Canton       IL
## 3141                                   McMinnville       TN
## 3142                               Olympia Heights       FL
## 3143                          Warrensville Heights       OH
## 3144                                     Channahon       IL
## 3145                                      Lakeland       TN
## 3146                                 Franklin Park       NJ
## 3147                                       Melissa       TX
## 3148                                       Echelon       NJ
## 3149                                      Callaway       FL
## 3150                                        Shiloh       IL
## 3151                                         Cayce       SC
## 3152                                    Beach Park       IL
## 3153                                        Conway       FL
## 3154                                        Marion       AR
## 3155                                      Speedway       IN
## 3156                                   Brecksville       OH
## 3157                                     Santaquin       UT
## 3158                                 Lakewood Park       FL
## 3159                                     Wyandanch       NY
## 3160                              South Charleston       WV
## 3161                                      Endicott       NY
## 3162                                New Carrollton       MD
## 3163                                       Indiana       PA
## 3164                                New Providence       NJ
## 3165                                      Oak Park       CA
## 3166                                    Lake Wylie       SC
## 3167                                      Marietta       OH
## 3168                                   Blytheville       AR
## 3169                                  Connersville       IN
## 3170                                  Grass Valley       CA
## 3171                               Western Springs       IL
## 3172                                   Port Neches       TX
## 3173                                   Glen Carbon       IL
## 3174                              Lake Forest Park       WA
## 3175                              Sault Ste. Marie       MI
## 3176                                    Royse City       TX
## 3177                                La Grange Park       IL
## 3178                                     Henderson       TX
## 3179                                      Seabrook       TX
## 3180                                  Martinsville       VA
## 3181                                     Hockessin       DE
## 3182                                      Irondale       AL
## 3183                                        Butler       PA
## 3184                                     Lumberton       TX
## 3185                                      Glenpool       OK
## 3186                                     Eatontown       NJ
## 3187                                     Englewood       OH
## 3188                                 Jupiter Farms       FL
## 3189                                  Bothell East       WA
## 3190                                   River Ridge       LA
## 3191                                        Plover       WI
## 3192                                      Marshall       MO
## 3193                                     Bardstown       KY
## 3194                                     King City       CA
## 3195                                     Newington       VA
## 3196                                    Lewisville       NC
## 3197                                    Pottsville       PA
## 3198                                   Rocky Point       NY
## 3199                                Atlantic Beach       FL
## 3200                          Palos Verdes Estates       CA
## 3201                                   Nolensville       TN
## 3202                                        Elfers       FL
## 3203                                  Forrest City       AR
## 3204                                       Kilgore       TX
## 3205                                   Lincolnwood       IL
## 3206                                      Coolidge       AZ
## 3207                                     Tehachapi       CA
## 3208                           Fort Campbell North       KY
## 3209                                    Washington       PA
## 3210                               Avocado Heights       CA
## 3211                                      Glendale       WI
## 3212                                     Nesconset       NY
## 3213                                   Coatesville       PA
## 3214                                      Palmetto       FL
## 3215                                      Kingston       PA
## 3216                                        Fruita       CO
## 3217                                  Lake Station       IN
## 3218                                   Carpinteria       CA
## 3219                                      Superior       CO
## 3220                                        Auburn       IN
## 3221                                    Finneytown       OH
## 3222                                    Los Alamos       NM
## 3223                                    Smithfield       UT
## 3224                                       Lahaina       HI
## 3225                                    Bridgetown       OH
## 3226                                   Woodinville       WA
## 3227                                     Las Vegas       NM
## 3228                                       Clayton       OH
## 3229                                         Maili       HI
## 3230                                       Andrews       TX
## 3231                                      Blue Ash       OH
## 3232                                       McCalla       AL
## 3233                               Monfort Heights       OH
## 3234                                       Lincoln       IL
## 3235                                     La Grande       OR
## 3236                                        Sharon       PA
## 3237                               Ridgefield Park       NJ
## 3238                                   Carnot-Moon       PA
## 3239                             Steamboat Springs       CO
## 3240                                   Mounds View       MN
## 3241                                        Rogers       MN
## 3242                                          Iona       FL
## 3243                                     Stoughton       WI
## 3244                                          Azle       TX
## 3245                                     Claiborne       LA
## 3246                                      Jennings       MO
## 3247                                      Loveland       OH
## 3248                                  Jensen Beach       FL
## 3249                                   West Monroe       LA
## 3250                                         Moody       AL
## 3251                              North Palm Beach       FL
## 3252                                   Soddy-Daisy       TN
## 3253                                         Dover       OH
## 3254                                      Harrison       AR
## 3255                                        Newton       NC
## 3256                                 Grand Terrace       CA
## 3257                                  Jacksonville       AL
## 3258                                       Bedford       OH
## 3259                                Annapolis Neck       MD
## 3260                               West Carrollton       OH
## 3261                                     Rochester       MI
## 3262                                      Portland       TN
## 3263                                     Lansdowne       VA
## 3264                                     Cambridge       MD
## 3265                                  Solana Beach       CA
## 3266                                   North Adams       MA
## 3267                                        Parker       SC
## 3268                                        Dorado       PR
## 3269                                       St. Ann       MO
## 3270                                  Green Valley       MD
## 3271                                     Meadville       PA
## 3272                                         Miami       OK
## 3273                                      Oatfield       OR
## 3274                                    Joppatowne       MD
## 3275                               Montgomeryville       PA
## 3276                                 South Daytona       FL
## 3277                                       Trenton       OH
## 3278                                      Larkspur       CA
## 3279                                    Timberlake       VA
## 3280                                        Bonita       CA
## 3281                                   Sun Village       CA
## 3282                                     Broussard       LA
## 3283                                       Overlea       MD
## 3284                                     Claremont       NH
## 3285                                         Ridge       NY
## 3286                               Vadnais Heights       MN
## 3287                                 Sugarland Run       VA
## 3288                                     Pell City       AL
## 3289                                 Big Bear City       CA
## 3290                                  Home Gardens       CA
## 3291                                       Naranja       FL
## 3292                                      Beaufort       SC
## 3293                                         Fords       NJ
## 3294                                     Cornelius       OR
## 3295                                     Woodhaven       MI
## 3296                         Holiday City-Berkeley       NJ
## 3297                                 Valencia West       AZ
## 3298                                  Richton Park       IL
## 3299                            New Kingman-Butler       AZ
## 3300                                     Newcastle       WA
## 3301                                     El Dorado       KS
## 3302                                     Levelland       TX
## 3303                                  Chino Valley       AZ
## 3304                                    Weddington       NC
## 3305                                    Bloomsburg       PA
## 3306                                  Grover Beach       CA
## 3307                                  Florida City       FL
## 3308                                     Webb City       MO
## 3309                                        Urbana       MD
## 3310                                        Cheval       FL
## 3311                                     Northlake       IL
## 3312                                     Braselton       GA
## 3313                                    Holly Hill       FL
## 3314                                      Red Bank       NJ
## 3315                                   White House       TN
## 3316                                        Guymon       OK
## 3317                                      Harrison       OH
## 3318                                   San Anselmo       CA
## 3319                                       Vinings       GA
## 3320                                    Greenville       OH
## 3321                                      Fostoria       OH
## 3322                                      Santa Fe       TX
## 3323                                    Orangeburg       SC
## 3324                                       Suamico       WI
## 3325                                    Fort Lewis       WA
## 3326                                       Waconia       MN
## 3327                                       Oakland       NJ
## 3328                                     St. Marys       PA
## 3329                                       Rantoul       IL
## 3330                                       Oneonta       NY
## 3331                                    Brock Hall       MD
## 3332                                       Eufaula       AL
## 3333                                   Orange City       FL
## 3334                                    Emeryville       CA
## 3335                                        Cheney       WA
## 3336                                         Baker       LA
## 3337                                   D'Iberville       MS
## 3338                                    Port Royal       SC
## 3339                                     Jefferson       GA
## 3340                                 Mountain Home       AR
## 3341                                        Athens       TX
## 3342                              Fernandina Beach       FL
## 3343                                Lakeland South       WA
## 3344                                        Fulton       MO
## 3345                                      Lakeside       VA
## 3346                              Dardenne Prairie       MO
## 3347                                     Wickliffe       OH
## 3348                                 Moncks Corner       SC
## 3349                                Lexington Park       MD
## 3350                                 Mountain Park       GA
## 3351                                       Grenada       MS
## 3352                               Paradise Valley       AZ
## 3353                                       Amherst       OH
## 3354                                   Trophy Club       TX
## 3355                                 Verde Village       AZ
## 3356                                      Winnetka       IL
## 3357                                  Florham Park       NJ
## 3358                                       Dunkirk       NY
## 3359                                     Salisbury       NY
## 3360                              Newington Forest       VA
## 3361                                       Artesia       NM
## 3362                                     Goldenrod       FL
## 3363                                       Justice       IL
## 3364                                    San Marino       CA
## 3365                                        Smyrna       DE
## 3366                                        Borger       TX
## 3367                                        Festus       MO
## 3368                                    East Islip       NY
## 3369                                  North Valley       NM
## 3370                                        Ottawa       KS
## 3371                                       Norwalk       IA
## 3372                                         Byram       MS
## 3373                                      Nanakuli       HI
## 3374                                       Branson       MO
## 3375                                        Geneva       NY
## 3376                                 Prairie Ridge       WA
## 3377                                    Lake Tapps       WA
## 3378                                         Kelso       WA
## 3379                                       Cloquet       MN
## 3380                                    Brown Deer       WI
## 3381                                       Gaffney       SC
## 3382                                       Lindsay       CA
## 3383                                      Enumclaw       WA
## 3384                    Tamalpais-Homestead Valley       CA
## 3385                                       Mendota       CA
## 3386                                    Melvindale       MI
## 3387                                 Fort Atkinson       WI
## 3388                                    Wilmington       OH
## 3389                                     Sylacauga       AL
## 3390                                         Boone       IA
## 3391                                      Cascades       VA
## 3392                        Lake Norman of Catawba       NC
## 3393                              Lake Los Angeles       CA
## 3394                                       Kewanee       IL
## 3395                                       Fortuna       CA
## 3396                                    Georgetown       GA
## 3397                                         Pecos       TX
## 3398                                     Riverview       MI
## 3399                                          Troy       MO
## 3400                                      Commerce       CA
## 3401                              Lakeland Village       CA
## 3402                                    Somerville       NJ
## 3403                                    Marysville       CA
## 3404                                       Baraboo       WI
## 3405                                       Cahokia       IL
## 3406                                      Escanaba       MI
## 3407                                        Neosho       MO
## 3408                                   Mays Chapel       MD
## 3409                                      Harrison       WI
## 3410                                     Kingsburg       CA
## 3411                                       Minooka       IL
## 3412                                Tucson Estates       AZ
## 3413                                        McComb       MS
## 3414                                        Herrin       IL
## 3415                                North St. Paul       MN
## 3416                                 North Merrick       NY
## 3417                         East Renton Highlands       WA
## 3418                                         Derby       CT
## 3419                                         Leeds       AL
## 3420                                         Sandy       OR
## 3421                                      Poquoson       VA
## 3422                               Doctor Phillips       FL
## 3423                              Sarasota Springs       FL
## 3424                                  Robertsville       NJ
## 3425                                   Shady Hills       FL
## 3426                                     Crestwood       MO
## 3427                                     Patchogue       NY
## 3428                                      Robinson       TX
## 3429                                      Tega Cay       SC
## 3430                                  Cypress Lake       FL
## 3431                                       Tomball       TX
## 3432                                   Grantsville       UT
## 3433                                     Lake City       FL
## 3434                               Fairfax Station       VA
## 3435                                 Scotts Valley       CA
## 3436                                    Moss Point       MS
## 3437                                       Webster       TX
## 3438                                      El Campo       TX
## 3439                                      Conneaut       OH
## 3440                                      Beatrice       NE
## 3441                               Port Washington       WI
## 3442                                   Ocean Pines       MD
## 3443                                 Sedro-Woolley       WA
## 3444                                      Woodward       OK
## 3445                               Hamilton Square       NJ
## 3446                                  Miller Place       NY
## 3447                                      Accokeek       MD
## 3448                                       Madison       IN
## 3449                                New Kensington       PA
## 3450                                     Effingham       IL
## 3451                                     Alum Rock       CA
## 3452                                    Río Grande       PR
## 3453                               Jefferson Hills       PA
## 3454                                     Canóvanas       PR
## 3455                                        Manatí       PR
## 3456                                    Manchester       VA
## 3457                                        Jerome       ID
## 3458                                       Honeygo       MD
## 3459                                   El Sobrante       CA
## 3460                                 Mitchellville       MD
## 3461                                        Newman       CA
## 3462                                      Portales       NM
## 3463                                 New Baltimore       MI
## 3464                                        Minden       LA
## 3465                                       Wyndham       VA
## 3466                                      Streator       IL
## 3467                                      Edgewood       WA
## 3468                                     Lewisburg       TN
## 3469                                       Choctaw       OK
## 3470                                    Middleburg       FL
## 3471                             Hasbrouck Heights       NJ
## 3472                                      Archdale       NC
## 3473                                 Palos Heights       IL
## 3474                              Caño Martin Peña       PR
## 3475                                     Cedarburg       WI
## 3476                                         Union       MO
## 3477                                    Manorville       NY
## 3478                                     Blackfoot       ID
## 3479                                     Glen Rock       NJ
## 3480                                     Macedonia       OH
## 3481                                       Grafton       WI
## 3482                                      Gonzales       LA
## 3483                                    Cottonwood       AZ
## 3484                                  Valley Falls       RI
## 3485                                     Centralia       IL
## 3486                                   Garden City       ID
## 3487                                   Stony Brook       NY
## 3488                                   West Plains       MO
## 3489                                   Weatherford       OK
## 3490                               Upper Montclair       NJ
## 3491                                     Spearfish       SD
## 3492                                 Arkansas City       KS
## 3493                                    River Edge       NJ
## 3494                                    Viera East       FL
## 3495                                     Gladstone       OR
## 3496                                    Washington       IN
## 3497                                 Riviera Beach       MD
## 3498                                         Largo       MD
## 3499                                   South Miami       FL
## 3500                                  Martinsville       NJ
## 3501                                   Somersworth       NH
## 3502                                    Manchester       TN
## 3503                                 Stuarts Draft       VA
## 3504                                   Dranesville       VA
## 3505                                        Fenton       MI
## 3506                                        Yeadon       PA
## 3507                        Hawaiian Paradise Park       HI
## 3508                                    Camp Verde       AZ
## 3509                                         Niles       MI
## 3510                                       La Homa       TX
## 3511                                         Salem       OH
## 3512                                       Crowley       LA
## 3513        University of California-Santa Barbara       CA
## 3514                                  Newport East       RI
## 3515                                    Crossville       TN
## 3516                                   Green River       WY
## 3517                                   Rosaryville       MD
## 3518                                      Red Bank       TN
## 3519                                    Brookhaven       MS
## 3520                                  Martinsville       IN
## 3521                                  Roessleville       NY
## 3522                                    Guttenberg       NJ
## 3523                                    Wallington       NJ
## 3524                                      Gulfport       FL
## 3525                                     Destrehan       LA
## 3526          On Top of the World Designated Place       FL
## 3527                                      Rossmoor       CA
## 3528                                   East Bethel       MN
## 3529                                      Winfield       KS
## 3530                                     Tarrytown       NY
## 3531                                 North Wantagh       NY
## 3532                                     Oak Grove       SC
## 3533                                      Evanston       WY
## 3534                                   Bound Brook       NJ
## 3535                                       College       AK
## 3536                                        Amelia       OH
## 3537                                       Endwell       NY
## 3538                                 Half Moon Bay       CA
## 3539                                Pasadena Hills       FL
## 3540                               Fairview Shores       FL
## 3541                                   Signal Hill       CA
## 3542                                  Los Alamitos       CA
## 3543                                      Ringwood       NJ
## 3544                                      Picayune       MS
## 3545                                   Platteville       WI
## 3546                                      Richmond       TX
## 3547                                       Pontiac       IL
## 3548                          Gardnerville Ranchos       NV
## 3549                                      Elk City       OK
## 3550                                  River Forest       IL
## 3551                                       Markham       IL
## 3552                                    La Riviera       CA
## 3553                                        Elwood       NY
## 3554                             Pike Creek Valley       DE
## 3555                                  Mountain Top       PA
## 3556                                     Oak Hills       OR
## 3557                                     Richfield       WI
## 3558                                 Lower Burrell       PA
## 3559                                     St. Peter       MN
## 3560                                        Norton       OH
## 3561                                South Yarmouth       MA
## 3562                                      Somerset       KY
## 3563                                   Seven Hills       OH
## 3564                                       Bucyrus       OH
## 3565                                East Glenville       NY
## 3566                               Mendota Heights       MN
## 3567                                 Schiller Park       IL
## 3568                                       Douglas       GA
## 3569                                   Santa Clara       OR
## 3570                                  Lawrenceburg       KY
## 3571                                  Myrtle Grove       NC
## 3572                                        Eureka       MO
## 3573                                         Ionia       MI
## 3574                                   Port Lavaca       TX
## 3575                                  Little Chute       WI
## 3576                                       Poulsbo       WA
## 3577                                      Franklin       OH
## 3578                                  Liberty Lake       WA
## 3579                                      Bellmawr       NJ
## 3580                                   Asbury Lake       FL
## 3581                                   Spring Lake       NC
## 3582                                      Show Low       AZ
## 3583                                        Winton       CA
## 3584                                  James Island       SC
## 3585                                      Big Lake       MN
## 3586                                        Mexico       MO
## 3587                                        Emmaus       PA
## 3588                                         Mango       FL
## 3589                                          Irmo       SC
## 3590                                      Vineyard       UT
## 3591                                 Elizabethtown       PA
## 3592                                    Greensburg       IN
## 3593                                 Middle Valley       TN
## 3594                                       Lantana       TX
## 3595                                     Oskaloosa       IA
## 3596                                  Miami Shores       FL
## 3597                               Diamond Springs       CA
## 3598                                     Wakefield       VA
## 3599                            Grosse Pointe Park       MI
## 3600                                     Box Elder       SD
## 3601                                 Wilton Manors       FL
## 3602                                   Morgan City       LA
## 3603                                 New Baltimore       VA
## 3604                                       Lantana       FL
## 3605                                         Kapaa       HI
## 3606                                   Dobbs Ferry       NY
## 3607                                     Minnehaha       WA
## 3608                                    Vermillion       SD
## 3609                                    Gig Harbor       WA
## 3610                                     Lovington       NM
## 3611                                   Leon Valley       TX
## 3612                                        Waupun       WI
## 3613                                       Medulla       FL
## 3614                                      Yorktown       IN
## 3615                                   Fort Morgan       CO
## 3616                                       Clawson       MI
## 3617                                    Farmington       MI
## 3618                                    Ridgefield       NJ
## 3619                                       Ontario       OR
## 3620                                    Hartsville       TN
## 3621                                        Fulton       NY
## 3622                                        Lanham       MD
## 3623                                  Lawrenceburg       TN
## 3624                                        Maltby       WA
## 3625                                    Moss Bluff       LA
## 3626                                          Mack       OH
## 3627                                          Roma       TX
## 3628                              Tucson Mountains       AZ
## 3629                                     Hillcrest       CA
## 3630                                  Port Salerno       FL
## 3631                              Town and Country       MO
## 3632                                    Healdsburg       CA
## 3633                               Gloucester City       NJ
## 3634                                 Valley Center       CA
## 3635                                     Bridgeton       MO
## 3636                                        Sussex       WI
## 3637                                  Hillsborough       CA
## 3638                                  Cherry Creek       CO
## 3639                             East Grand Rapids       MI
## 3640                                       Suffern       NY
## 3641                                   Woods Cross       UT
## 3642                                       Ravenna       OH
## 3643                                      Piedmont       CA
## 3644                                        Snyder       TX
## 3645                                   Hormigueros       PR
## 3646                                        Lindon       UT
## 3647                                Campbellsville       KY
## 3648                                      Woodmere       LA
## 3649                                         Petal       MS
## 3650                                      Okmulgee       OK
## 3651                                        Shiloh       OH
## 3652                            Lakeland Highlands       FL
## 3653                                       Lansing       KS
## 3654                                   Cocoa Beach       FL
## 3655                                     Abbeville       LA
## 3656                              Gloucester Point       VA
## 3657                       View Park-Windsor Hills       CA
## 3658                                  Castle Pines       CO
## 3659                                       Spencer       IA
## 3660                                      Brooklyn       OH
## 3661                                      Progress       PA
## 3662                                     Cleveland       MS
## 3663                                       Wanaque       NJ
## 3664                                    Two Rivers       WI
## 3665                                        Burley       ID
## 3666                                  Lowes Island       VA
## 3667                                      Westwood       NJ
## 3668                                   Celebration       FL
## 3669                                        Laurel       FL
## 3670                                  Sierra Madre       CA
## 3671                                    Fort Meade       MD
## 3672                                  Saddlebrooke       AZ
## 3673                                       Milford       DE
## 3674                                     Lake Elmo       MN
## 3675                                   Gold Canyon       AZ
## 3676                                        Hudson       FL
## 3677                                    Bayou Blue       LA
## 3678                                      Mapleton       UT
## 3679                                    Ocean City       NJ
## 3680                                      Anderson       CA
## 3681                                      Woodbury       NY
## 3682                                      Magnolia       AR
## 3683                                    Barrington       IL
## 3684                                    Smithfield       NC
## 3685                                   Pine Castle       FL
## 3686                                    Burr Ridge       IL
## 3687                                    Storm Lake       IA
## 3688                                        Urbana       OH
## 3689                                   Taylorville       IL
## 3690                                      Waggaman       LA
## 3691                                     Covington       LA
## 3692                             North Lindenhurst       NY
## 3693                                       De Witt       NY
## 3694                                       Wimauma       FL
## 3695                                       Clayton       CA
## 3696                                      Timonium       MD
## 3697                                  Four Corners       TX
## 3698                                 Middle Island       NY
## 3699                                 Sabana Grande       PR
## 3700                                          Peru       IN
## 3701                                    Union City       TN
## 3702                                    Batesville       AR
## 3703                                 Pompton Lakes       NJ
## 3704                                       Merriam       KS
## 3705                                    Lake Grove       NY
## 3706                          New Port Richey East       FL
## 3707                                Fuller Heights       FL
## 3708                                        Oregon       WI
## 3709                                        Shiloh       PA
## 3710                                        Summit       IL
## 3711                               Satellite Beach       FL
## 3712                                        Roscoe       IL
## 3713                                      Columbia       IL
## 3714                                   Canyon Lake       CA
## 3715                                     Maryville       MO
## 3716                                          Dent       OH
## 3717                                       Sturgis       MI
## 3718                                 Waihee-Waiehu       HI
## 3719                                          Elon       NC
## 3720                                  Grand Rapids       MN
## 3721                                      Travilah       MD
## 3722                                     Coshocton       OH
## 3723                                      Fairview       CA
## 3724                                        Forest       VA
## 3725                                    Great Neck       NY
## 3726                                Franklin Lakes       NJ
## 3727                                        Lyndon       KY
## 3728                                     The Hills       NJ
## 3729                                   Summerfield       NC
## 3730                                    Wyomissing       PA
## 3731                                     Marinette       WI
## 3732                              East Bakersfield       CA
## 3733                                    Springdale       OH
## 3734                                     Oak Ridge       NJ
## 3735                                        Totowa       NJ
## 3736                                       Memphis       FL
## 3737                                      Westview       FL
## 3738                                     Lansdowne       PA
## 3739                                    Northbrook       OH
## 3740                                      Raceland       LA
## 3741                                    Terryville       NY
## 3742                                 Highland City       FL
## 3743                                        Goulds       FL
## 3744                                        Waipio       HI
## 3745                                      Broomall       PA
## 3746                                   Collegedale       TN
## 3747                                  Little Ferry       NJ
## 3748                                    Burlington       WI
## 3749                                       Gardere       LA
## 3750                                     Newcastle       OK
## 3751                                    West Point       UT
## 3752                                    New Albany       OH
## 3753                                     Linganore       MD
## 3754                                        Canton       MS
## 3755                                      Fox Lake       IL
## 3756                               Bedford Heights       OH
## 3757                                   Grand Haven       MI
## 3758                                          Star       ID
## 3759                                    Lincolnton       NC
## 3760                                        Muscoy       CA
## 3761                                      Bogalusa       LA
## 3762                                         Delhi       CA
## 3763                                       Berkley       CO
## 3764                                  Cold Springs       NV
## 3765                                        Malibu       CA
## 3766                                     Riverdale       IL
## 3767                                         Worth       IL
## 3768                                     Crestwood       IL
## 3769                                      Waterloo       IL
## 3770                                   Mount Sinai       NY
## 3771                                   Mount Kisco       NY
## 3772                                     Grandview       WA
## 3773                                        Celina       OH
## 3774                                    Yazoo City       MS
## 3775                                     Haysville       KS
## 3776                                        Vashon       WA
## 3777                                         Plano       IL
## 3778                                      Damascus       OR
## 3779                                  Lincoln Park       NJ
## 3780                                     Blackhawk       CA
## 3781                                    Waynesboro       PA
## 3782                                          Fife       WA
## 3783                                      Triangle       VA
## 3784                                Fredericksburg       TX
## 3785                                      Freeport       TX
## 3786                                     Beachwood       NJ
## 3787                                      Manville       NJ
## 3788                                          Troy       IL
## 3789                                     Key Largo       FL
## 3790                                   Burkburnett       TX
## 3791                                    St. Albans       WV
## 3792                                       Munhall       PA
## 3793                                        Sonoma       CA
## 3794                                        Soquel       CA
## 3795                                    Montgomery       OH
## 3796                                      Van Wert       OH
## 3797                               Madison Heights       VA
## 3798                                     Morro Bay       CA
## 3799                                Pompton Plains       NJ
## 3800                                   Placerville       CA
## 3801                                         Alcoa       TN
## 3802                                Kings Mountain       NC
## 3803                                      Atchison       KS
## 3804                                       Gateway       FL
## 3805                                   Galena Park       TX
## 3806                                    Wellington       CO
## 3807                                       Guthrie       OK
## 3808                              Richmond Heights       OH
## 3809                                       Brandon       SD
## 3810                                  North Branch       MN
## 3811                                      Monmouth       OR
## 3812                                       Tarboro       NC
## 3813                                 Pleasant View       UT
## 3814                                       Jackson       WY
## 3815                                         Clute       TX
## 3816                                       Bolivar       MO
## 3817                         Lake Morton-Berrydale       WA
## 3818                                       Corning       NY
## 3819                                Westwood Lakes       FL
## 3820                                   North Logan       UT
## 3821                                 Little Canada       MN
## 3822                       Bellefontaine Neighbors       MO
## 3823                                      DeForest       WI
## 3824                                    Timberlane       LA
## 3825                                  Russellville       AL
## 3826                                         Darby       PA
## 3827                                        Chalco       NE
## 3828                                 Lake Barcroft       VA
## 3829                                        Vienna       WV
## 3830                                        Monroe       WI
## 3831                               West Haverstraw       NY
## 3832                                         Lyons       IL
## 3833                                       Bel Air       MD
## 3834                                        Rincon       GA
## 3835                                   Scaggsville       MD
## 3836                                       Ironton       OH
## 3837                                 Difficult Run       VA
## 3838                                    Scotchtown       NY
## 3839                                        Camden       AR
## 3840                                       Vidalia       GA
## 3841                                     Pine Hill       NJ
## 3842                               Sugarmill Woods       FL
## 3843                                       Malvern       AR
## 3844                                        Citrus       CA
## 3845                                  Forest Acres       SC
## 3846                                      Riverton       WY
## 3847                                      Del Aire       CA
## 3848                                        Holmen       WI
## 3849                                    Prineville       OR
## 3850                                     Doraville       GA
## 3851                                    Sweetwater       TX
## 3852                                         Selma       TX
## 3853                                   Garden City       SC
## 3854                                   Walker Mill       MD
## 3855                             Excelsior Springs       MO
## 3856                                 Beverly Hills       MI
## 3857                               Boiling Springs       SC
## 3858                                     Nanticoke       PA
## 3859                                    Millington       TN
## 3860                                     Scottdale       GA
## 3861                                    Westphalia       MD
## 3862                                   Forestville       MD
## 3863                                  Raymondville       TX
## 3864                                   River Grove       IL
## 3865                                        Lowell       IN
## 3866                                  Pebble Creek       FL
## 3867                                 Cottage Grove       OR
## 3868                                       Bacliff       TX
## 3869                                     Vermilion       OH
## 3870                                  Kendall Park       NJ
## 3871                                      Belgrade       MT
## 3872                                      Bluffton       IN
## 3873                                    Mount Airy       NC
## 3874                                        Sumner       WA
## 3875                                       Magalia       CA
## 3876                                        Martin       TN
## 3877                                        Inwood       NY
## 3878                              Lighthouse Point       FL
## 3879                                       Alachua       FL
## 3880                                       Reading       OH
## 3881                                Lake Hopatcong       NJ
## 3882                                     Greentree       NJ
## 3883                                  Potomac Park       CA
## 3884                                        Jessup       MD
## 3885                                         Coamo       PR
## 3886                                    Pleasanton       TX
## 3887                                       Kennett       MO
## 3888                                        Bithlo       FL
## 3889                                          Saks       AL
## 3890                                Port Wentworth       GA
## 3891                                     Jefferson       LA
## 3892                                        Valley       AL
## 3893                                      Newberry       SC
## 3894                                        Oneida       NY
## 3895                                      Española       NM
## 3896                                       Marlton       NJ
## 3897                              Blackwells Mills       NJ
## 3898                                      Bellmead       TX
## 3899                                   Forestville       OH
## 3900                                North Bellport       NY
## 3901                                Essex Junction       VT
## 3902                                  Somers Point       NJ
## 3903                                 Campton Hills       IL
## 3904                               Trumbull Center       CT
## 3905                                      Fairmont       MN
## 3906                                       Le Mars       IA
## 3907                        Loudoun Valley Estates       VA
## 3908                                  Burtonsville       MD
## 3909                                       Isabela       PR
## 3910                                      Granbury       TX
## 3911                                    Gages Lake       IL
## 3912                                    Warr Acres       OK
## 3913                                  Farmersville       CA
## 3914                                      Fairview       OR
## 3915                                     Flat Rock       MI
## 3916                               Lake Monticello       VA
## 3917                                       Edwards       CO
## 3918                                    Ridgefield       WA
## 3919                                         Heath       OH
## 3920                                  Myers Corner       NY
## 3921                                      Danville       IN
## 3922                                        Waimea       HI
## 3923                                        Wabash       IN
## 3924                                         Pella       IA
## 3925                                  Garden Acres       CA
## 3926                                  Belle Chasse       LA
## 3927                                     Silverton       OR
## 3928                                        Galion       OH
## 3929                                       Palatka       FL
## 3930                                   Shasta Lake       CA
## 3931                                        Felida       WA
## 3932                                      Robstown       TX
## 3933                     San Diego Country Estates       CA
## 3934                                    Watervliet       NY
## 3935                                        London       OH
## 3936                                      Victoria       MN
## 3937                               Alderwood Manor       WA
## 3938                                       Berwick       PA
## 3939                                       Portage       WI
## 3940                                        Exeter       CA
## 3941                              South Huntington       NY
## 3942                                  Fort Madison       IA
## 3943                                   Winterville       NC
## 3944                                    Union Park       FL
## 3945                                   Arkadelphia       AR
## 3946                                         Paris       TN
## 3947                                       Woodlyn       PA
## 3948                                   Northampton       PA
## 3949                                     Lexington       NE
## 3950                                         Rifle       CO
## 3951                                    Wood River       IL
## 3952                                          Clay       AL
## 3953                                     Pineville       NC
## 3954                                      Cadillac       MI
## 3955                                       Cordele       GA
## 3956                                       Tanaina       AK
## 3957                                       Newport       OR
## 3958                                        Bonham       TX
## 3959                                     Fairmount       NY
## 3960                                       Shelton       WA
## 3961                                 Spout Springs       NC
## 3962                                       Waverly       IA
## 3963                                     Linthicum       MD
## 3964                                       Elkhorn       WI
## 3965                                      Rockport       TX
## 3966                                   Garden City       GA
## 3967                                 New Hyde Park       NY
## 3968                                       Carroll       IA
## 3969                                       Kearney       MO
## 3970                                       Halfway       MD
## 3971                              Richmond Heights       FL
## 3972                                      Columbia       PA
## 3973                                  Fountain Inn       SC
## 3974                                 Beverly Hills       FL
## 3975                                    North Bend       OR
## 3976                               Cypress Gardens       FL
## 3977                                  Hackettstown       NJ
## 3978                                      Highland       IL
## 3979                                Chestnut Ridge       NY
## 3980                                    Smithville       MO
## 3981                                      Plymouth       IN
## 3982                                        Alpine       UT
## 3983                                       Lovejoy       GA
## 3984                                        Vernon       TX
## 3985                                          Yelm       WA
## 3986                                 Pleasant Hill       IA
## 3987                                         Paris       KY
## 3988                                     Tipp City       OH
## 3989                                 Comstock Park       MI
## 3990                                     Gunbarrel       CO
## 3991                                    Versailles       KY
## 3992                               Fort Oglethorpe       GA
## 3993                                      Friendly       MD
## 3994                                      Berthoud       CO
## 3995                                    Cheat Lake       WV
## 3996                                        Alpena       MI
## 3997                                 Sleepy Hollow       NY
## 3998                                      Woodburn       VA
## 3999                                       Astoria       OR
## 4000                                     Hillsdale       NJ
## 4001                                Citrus Springs       FL
## 4002                                   Orange Lake       NY
## 4003                            West Vero Corridor       FL
## 4004                                       Marlton       MD
## 4005                                    Ogdensburg       NY
## 4006                                   Loudonville       NY
## 4007                                    White City       OR
## 4008                                    West Point       MS
## 4009                                  Corte Madera       CA
## 4010                                        Manvel       TX
## 4011                                     Brookdale       NJ
## 4012                              Progress Village       FL
## 4013                                    Hermantown       MN
## 4014                                    Alexandria       KY
## 4015                                     Cambridge       OH
## 4016                                 East Rockaway       NY
## 4017                                     Fairfield       AL
## 4018                                Airway Heights       WA
## 4019                                  Madera Acres       CA
## 4020                                         Cairo       GA
## 4021                                  Rainbow City       AL
## 4022                                  West Perrine       FL
## 4023                                          Boaz       AL
## 4024                                     Snohomish       WA
## 4025                                     Cedartown       GA
## 4026                                  Francisville       KY
## 4027                                   Waynesville       NC
## 4028                                      Waldwick       NJ
## 4029                                   Quartz Hill       CA
## 4030                                 Harrisonville       MO
## 4031                                      Red Bank       SC
## 4032                                      Woodbury       NJ
## 4033                             Blacklick Estates       OH
## 4034                                      Fairview       TX
## 4035                                     Birch Bay       WA
## 4036                                       Molalla       OR
## 4037                                      DeRidder       LA
## 4038                                     Struthers       OH
## 4039                              Muskegon Heights       MI
## 4040                                          Cody       WY
## 4041                                      La Plata       MD
## 4042                                      Calimesa       CA
## 4043                                  Browns Mills       NJ
## 4044                                    Pine Ridge       FL
## 4045                                East Liverpool       OH
## 4046                                  Golden Hills       CA
## 4047                                  Lambertville       MI
## 4048                                       Maywood       NJ
## 4049                                      Mayfield       KY
## 4050                                      Capitola       CA
## 4051                                        Milton       FL
## 4052                                        Vernal       UT
## 4053                                     Yorkshire       VA
## 4054                                      Monument       CO
## 4055                                  San Elizario       TX
## 4056                                        Howell       MI
## 4057                                Hickam Housing       HI
## 4058                                       Flowood       MS
## 4059                           Grosse Pointe Farms       MI
## 4060                                      Fredonia       NY
## 4061                              Glenwood Springs       CO
## 4062                                     Cabo Rojo       PR
## 4063                                        Roslyn       PA
## 4064                                 Port Townsend       WA
## 4065                                     Warrenton       VA
## 4066                                     Brentwood       PA
## 4067                                    Baker City       OR
## 4068                                 East Whittier       CA
## 4069                                      Kinnelon       NJ
## 4070                                     Uniontown       PA
## 4071                                 Lake Hiawatha       NJ
## 4072                                       Corozal       PR
## 4073                                       Clinton       TN
## 4074                                  Sauk Village       IL
## 4075                                       Safford       AZ
## 4076                                   Greencastle       IN
## 4077                                Cape Canaveral       FL
## 4078                                        Keokuk       IA
## 4079                                   Cedar Hills       UT
## 4080                                        DuPont       WA
## 4081                                     Budd Lake       NJ
## 4082                                       Airmont       NY
## 4083                                        Sparta       WI
## 4084                                   Lenoir City       TN
## 4085                               Fair Oaks Ranch       TX
## 4086                                         Vidor       TX
## 4087                                     Reedsburg       WI
## 4088                                   North Lakes       AK
## 4089                                     Fairmount       CO
## 4090                                  Little River       SC
## 4091                              Willoughby Hills       OH
## 4092                                  George Mason       VA
## 4093                                  Kendallville       IN
## 4094                                    Marysville       MI
## 4095                                   Mount Vista       WA
## 4096                                 East Setauket       NY
## 4097                                    Wapakoneta       OH
## 4098                                     Bee Ridge       FL
## 4099                               East Rutherford       NJ
## 4100                                     Rye Brook       NY
## 4101                                  New Richmond       WI
## 4102                                    Ellisville       MO
## 4103                                       Rotonda       FL
## 4104                                         Jesup       GA
## 4105                                     La Grange       KY
## 4106                                   Chevy Chase       MD
## 4107                                      Franklin       KY
## 4108                                       Mission       KS
## 4109                                      Oakbrook       KY
## 4110                                  Powdersville       SC
## 4111                                       Bastrop       LA
## 4112                                        Hobart       WI
## 4113                                     Flossmoor       IL
## 4114                                   Arden Hills       MN
## 4115                                        Villas       NJ
## 4116                                  Hornsby Bend       TX
## 4117                                    Wood-Ridge       NJ
## 4118                                         Atoka       TN
## 4119                                          Peru       IL
## 4120                                       Croydon       PA
## 4121                              Independent Hill       VA
## 4122                                    Brandywine       MD
## 4123                                      Winfield       IL
## 4124                                     Rio Vista       CA
## 4125                                  Independence       OR
## 4126                                       Wendell       NC
## 4127                                    The Pinery       CO
## 4128                                Stansbury Park       UT
## 4129                                      Jennings       LA
## 4130                                        August       CA
## 4131                          St. Augustine Shores       FL
## 4132                                   Charter Oak       CA
## 4133                                     Stonegate       CO
## 4134                                         Halls       TN
## 4135                              East Stroudsburg       PA
## 4136                                   Brownsville       TN
## 4137                              Marlboro Village       MD
## 4138                                     Keansburg       NJ
## 4139                                  Picnic Point       WA
## 4140                                    Washington       NC
## 4141                                   Eidson Road       TX
## 4142                                 College Place       WA
## 4143                                  Jacinto City       TX
## 4144                                 Pingree Grove       IL
## 4145                                       Sunbury       PA
## 4146                             Monmouth Junction       NJ
## 4147                                     Tremonton       UT
## 4148                                      Garrison       MD
## 4149                                     Avon Park       FL
## 4150                                        Sedona       AZ
## 4151                                  Spanish Fort       AL
## 4152                               Lincoln Village       OH
## 4153                                 Detroit Lakes       MN
## 4154                                 Beckett Ridge       OH
## 4155                                    Sweet Home       OR
## 4156                                       Pájaros       PR
## 4157                                      Bardmoor       FL
## 4158                                        Berlin       NH
## 4159                                        Makaha       HI
## 4160                                   White Horse       NJ
## 4161                                       Mentone       CA
## 4162                                  Fort Salonga       NY
## 4163                                    Fultondale       AL
## 4164                            Helena-West Helena       AR
## 4165                                       Alamosa       CO
## 4166                                     Bluefield       WV
## 4167                                        Coweta       OK
## 4168                                      Fallston       MD
## 4169                                Murrells Inlet       SC
## 4170                                   Silver City       NM
## 4171                                   Sellersburg       IN
## 4172                                      Oil City       PA
## 4173                                   Orange Cove       CA
## 4174                                     Indianola       MS
## 4175                                   Morrisville       PA
## 4176                                  Boulder Hill       IL
## 4177                                  Country Club       CA
## 4178                                     Thomaston       GA
## 4179                                   White Marsh       MD
## 4180                                     Rockcreek       OR
## 4181                                  Lincoln City       OR
## 4182                                     Fairfield       IA
## 4183                                       Parsons       KS
## 4184                                Lake Arrowhead       CA
## 4185                                    Canonsburg       PA
## 4186                                Pleasant Grove       AL
## 4187                                       Decatur       IN
## 4188                                        Lowell       AR
## 4189                              Corona de Tucson       AZ
## 4190                                    Kensington       CT
## 4191                                        Itasca       IL
## 4192                                      Marathon       FL
## 4193                                    Mount Airy       MD
## 4194                                   West Athens       CA
## 4195                                       LaSalle       IL
## 4196                                        Brewer       ME
## 4197                            North College Hill       OH
## 4198                                   Eagle Point       OR
## 4199                                   Bladensburg       MD
## 4200                                        Eunice       LA
## 4201                                       Belmont       VA
## 4202                                         Rodeo       CA
## 4203                                     Ingleside       TX
## 4204                                        Girard       OH
## 4205                                        Steger       IL
## 4206                                 Bay St. Louis       MS
## 4207                                 Bull Mountain       OR
## 4208                                    Amityville       NY
## 4209                                  Sturgeon Bay       WI
## 4210                                 Morehead City       NC
## 4211                                       Cusseta       GA
## 4212                                      Carencro       LA
## 4213                                       Bastrop       TX
## 4214                                    Succasunna       NJ
## 4215                                      Hernando       FL
## 4216                                    Whitestown       IN
## 4217                                          Aiea       HI
## 4218                                    River Road       OR
## 4219                                         Tomah       WI
## 4220                                        Monett       MO
## 4221                                   Cedar Hills       OR
## 4222                                   The Village       OK
## 4223                                      Claymont       DE
## 4224                                      Oakville       CT
## 4225                                       Bohemia       NY
## 4226                                   Lake Mohawk       NJ
## 4227                                   Meadowbrook       AL
## 4228                                     Greenwood       AR
## 4229                                    Louisville       OH
## 4230                                   North Gates       NY
## 4231                                Middlesborough       KY
## 4232                                         Elgin       TX
## 4233                                       Matawan       NJ
## 4234                                        Lititz       PA
## 4235                                       Harvard       IL
## 4236                                      Grinnell       IA
## 4237                  Conning Towers Nautilus Park       CT
## 4238                                    Middletown       KY
## 4239                                       Oakwood       OH
## 4240                                    Middletown       PA
## 4241                                      Hartland       WI
## 4242                                     Vega Alta       PR
## 4243                                     Cambridge       MN
## 4244                                       Midland       WA
## 4245                                   Clarksville       AR
## 4246                               Incline Village       NV
## 4247                                   Pryor Creek       OK
## 4248                                   Cross Lanes       WV
## 4249                                    New Square       NY
## 4250                                   Mooresville       IN
## 4251                                     Plainedge       NY
## 4252                                          Alma       MI
## 4253                          Country Club Estates       GA
## 4254                                   Diamondhead       MS
## 4255                                    Greenville       NY
## 4256                                         Havre       MT
## 4257                                      Bethalto       IL
## 4258                                    Sandy Hook       CT
## 4259                                   Bridge City       TX
## 4260                                       Madeira       OH
## 4261                                  St. Stephens       NC
## 4262                                 Columbia City       IN
## 4263                                Denham Springs       LA
## 4264                      Chesapeake Ranch Estates       MD
## 4265                                   Countryside       VA
## 4266                        University of Virginia       VA
## 4267                                      Rochelle       IL
## 4268                                      Anaconda       MT
## 4269                              West Glens Falls       NY
## 4270                                     Manhattan       IL
## 4271                                         Mound       MN
## 4272                                        Warren       PA
## 4273                                         Heath       TX
## 4274                                Marina del Rey       CA
## 4275                                      Florence       OR
## 4276                            Green Cove Springs       FL
## 4277                                     Crestline       CA
## 4278                                 Haiku-Pauwela       HI
## 4279                                     Riverside       IL
## 4280                                       Merrill       WI
## 4281                                  Hillsborough       NC
## 4282                                  Fort Stewart       GA
## 4283                                     Evergreen       CO
## 4284                                 Willow Street       PA
## 4285                                      Sangaree       SC
## 4286                                  Ventnor City       NJ
## 4287                                    Rensselaer       NY
## 4288                                         Hyrum       UT
## 4289                                        Ecorse       MI
## 4290                                   South Amboy       NJ
## 4291                       Helena Valley Southeast       MT
## 4292                                 Mechanicsburg       PA
## 4293                                     Lansdowne       MD
## 4294                                       Woodway       TX
## 4295                                      Plymouth       MI
## 4296                                     Sheffield       AL
## 4297                                 Highland Park       MI
## 4298                                       Springs       NY
## 4299                                    Winchester       TN
## 4300                                      Fairview       TN
## 4301                                       Augusta       KS
## 4302                          Rancho Mission Viejo       CA
## 4303                                       Mahomet       IL
## 4304                                 Leisure World       MD
## 4305                                    Quakertown       PA
## 4306                                        Leonia       NJ
## 4307                                     Riverdale       UT
## 4308                                       Roanoke       TX
## 4309                                   Sugar Grove       IL
## 4310                                   Rio del Mar       CA
## 4311                                   St. Francis       WI
## 4312                                     Southside       AL
## 4313                                   Chillicothe       MO
## 4314                                       Laurens       SC
## 4315                                    Forestdale       AL
## 4316                                   Dunn Loring       VA
## 4317                               Fort Polk South       LA
## 4318                                       Ashland       NJ
## 4319                                        Waseca       MN
## 4320                                     Aliquippa       PA
## 4321                                       Shawano       WI
## 4322                                     Charlotte       MI
## 4323                                      Flanders       NJ
## 4324                                    Burlington       WA
## 4325                                  Harleysville       PA
## 4326                            Washington Terrace       UT
## 4327                              Frankfort Square       IL
## 4328                              Canal Winchester       OH
## 4329                                        Grants       NM
## 4330                               Oak Hills Place       LA
## 4331                                    Rockingham       NC
## 4332                                Flowery Branch       GA
## 4333                                     Pike Road       AL
## 4334                                 Seven Corners       VA
## 4335                              Richmond Heights       MO
## 4336                                   Willowbrook       IL
## 4337                                    Palm Beach       FL
## 4338                                       Beecher       MI
## 4339                                 Benton Harbor       MI
## 4340                                   Coral Hills       MD
## 4341                                    Bridgeport       WV
## 4342                             Glens Falls North       NY
## 4343                                Pine Lake Park       NJ
## 4344                                       Tiburon       CA
## 4345                                   St. Anthony       MN
## 4346                                 Panthersville       GA
## 4347                              East Grand Forks       MN
## 4348                                       Harahan       LA
## 4349                                   Scenic Oaks       TX
## 4350                                     Riverside       CT
## 4351                                    Smithville       NJ
## 4352                                        Lugoff       SC
## 4353                                      Tuskegee       AL
## 4354                                     Oak Hills       CA
## 4355                               Terrace Heights       WA
## 4356                                      Woodbury       NY
## 4357                                    Big Rapids       MI
## 4358                                  Conshohocken       PA
## 4359                                  Aransas Pass       TX
## 4360                                     Waterford       CA
## 4361                                    Fort Irwin       CA
## 4362                                      Rathdrum       ID
## 4363                                       Wasilla       AK
## 4364                                         Salem       UT
## 4365                                     Des Peres       MO
## 4366                                     Cresskill       NJ
## 4367                                       Lynwood       IL
## 4368                                      Redlands       CO
## 4369                                     Middleton       ID
## 4370                                 Picture Rocks       AZ
## 4371                                       Elsmere       KY
## 4372                                     Edgewater       MD
## 4373                                        Saline       MI
## 4374                                   Kings Grant       NC
## 4375                                  Beaver Falls       PA
## 4376                             White Meadow Lake       NJ
## 4377                                      Perkasie       PA
## 4378                                        Fallon       NV
## 4379                                      Whippany       NJ
## 4380                                    Brownfield       TX
## 4381                                  Sunset Hills       MO
## 4382                                 Miramar Beach       FL
## 4383                                      Glenshaw       PA
## 4384                                    Greenville       MI
## 4385                         Northwest Harborcreek       PA
## 4386                                  Little Falls       MN
## 4387                                     Davenport       FL
## 4388                                    Bernalillo       NM
## 4389                                        Newark       NY
## 4390                                        Toccoa       GA
## 4391                                       Absecon       NJ
## 4392                                  Temple Hills       MD
## 4393                                         Delta       CO
## 4394                                   Coffeyville       KS
## 4395                                    Fitzgerald       GA
## 4396                                Fairless Hills       PA
## 4397                                         Craig       CO
## 4398                                     McFarland       WI
## 4399                                  Bargersville       IN
## 4400                                    Cloverdale       CA
## 4401                                          Hope       AR
## 4402                                        Hailey       ID
## 4403                                         Olney       IL
## 4404                                Mount Pleasant       IA
## 4405                                    Rolesville       NC
## 4406                                         Derby       CO
## 4407                                       Murillo       TX
## 4408                                    Park Ridge       NJ
## 4409                                       Cameron       MO
## 4410                                Sheffield Lake       OH
## 4411                                       Pulaski       VA
## 4412                                      Westgate       FL
## 4413                               Harwood Heights       IL
## 4414                                     Tuscumbia       AL
## 4415                                     Lake Park       FL
## 4416                                     Woodfield       SC
## 4417                                     Fair Oaks       GA
## 4418                                     Innsbrook       VA
## 4419                                    Huntertown       IN
## 4420                                St. Pete Beach       FL
## 4421                                       Winslow       AZ
## 4422                               Skidaway Island       GA
## 4423                                Hawthorn Woods       IL
## 4424                                    Greenville       RI
## 4425                                   Harrodsburg       KY
## 4426                                  Arizona City       AZ
## 4427                                         Ladue       MO
## 4428                                      Ahuimanu       HI
## 4429                                        Hooper       UT
## 4430                                       Helotes       TX
## 4431                                       Haledon       NJ
## 4432                           Park Forest Village       PA
## 4433                               Cumberland Hill       RI
## 4434                                      Westwood       MI
## 4435                                        Angola       IN
## 4436                                        Bemiss       GA
## 4437                                      Edgemere       MD
## 4438                                        Lapeer       MI
## 4439                                  Purcellville       VA
## 4440                                  Fishersville       VA
## 4441                                      Napoleon       OH
## 4442                                        Summit       WA
## 4443                                 Highland Park       TX
## 4444                                       Manteno       IL
## 4445                                 North Haledon       NJ
## 4446                                     Merrydale       LA
## 4447                                     Fort Knox       KY
## 4448                          Indian Harbour Beach       FL
## 4449                                      Plymouth       WI
## 4450                                       Audubon       PA
## 4451                                 Old Jefferson       LA
## 4452                                     Oak Grove       MN
## 4453                        Stony Brook University       NY
## 4454                                    Temperance       MI
## 4455                               Roxborough Park       CO
## 4456                                  Presque Isle       ME
## 4457                                   Bala Cynwyd       PA
## 4458                                   Collingdale       PA
## 4459                                     Rice Lake       WI
## 4460                                     Maysville       KY
## 4461                                       Clinton       MO
## 4462                                     Toppenish       WA
## 4463                                      Woodmoor       CO
## 4464                                     Jeannette       PA
## 4465                                    Bainbridge       OH
## 4466                                        Bogota       NJ
## 4467                                   Fort Valley       GA
## 4468                                    Carbondale       PA
## 4469                                    Gulf Hills       MS
## 4470                                       Glencoe       IL
## 4471                                       Clayton       NJ
## 4472                                  Locust Grove       GA
## 4473                                      Perryton       TX
## 4474                                       Bayport       NY
## 4475                                        Pitman       NJ
## 4476                                      Monmouth       IL
## 4477                                    Rock Falls       IL
## 4478                                       Oakland       TN
## 4479                                     Mascoutah       IL
## 4480                                      Caldwell       NJ
## 4481                               Fairfield Glade       TN
## 4482                                         Savoy       IL
## 4483                             Thief River Falls       MN
## 4484                                         Ivins       UT
## 4485                            Village St. George       LA
## 4486                                        Orting       WA
## 4487                                    Kulpsville       PA
## 4488                                   Port Jervis       NY
## 4489                              North Kensington       MD
## 4490                               Signal Mountain       TN
## 4491                                       Boonton       NJ
## 4492                                    Lago Vista       TX
## 4493                                      Franklin       NH
## 4494                                     Andalusia       AL
## 4495                               Cape St. Claire       MD
## 4496                                  Bloomingdale       TN
## 4497                                 Perry Heights       OH
## 4498                                Valley Cottage       NY
## 4499                                       Anthony       NM
## 4500                                     Tuba City       AZ
## 4501                                        Cortez       CO
## 4502                                        Poteau       OK
## 4503                                    Lake Villa       IL
## 4504                                 North Madison       OH
## 4505                                       Chanute       KS
## 4506                                   Brooksville       FL
## 4507                                        Atmore       AL
## 4508                                        Seneca       SC
## 4509                                        Sanger       TX
## 4510                                          Taft       CA
## 4511                                     La Cresta       CA
## 4512                                      Sanatoga       PA
## 4513                                          Bath       ME
## 4514                                        Graham       TX
## 4515                                       Clanton       AL
## 4516                                    Park Hills       MO
## 4517                               Clarendon Hills       IL
## 4518                                    Booneville       MS
## 4519                                         Orosi       CA
## 4520                                       Hoquiam       WA
## 4521                                       Audubon       NJ
## 4522                                       Wyoming       OH
## 4523                                    Fair Lakes       VA
## 4524                                       Reserve       LA
## 4525                                        Lamesa       TX
## 4526                                 Olmsted Falls       OH
## 4527                                   Gibsonville       NC
## 4528                                       Cheviot       OH
## 4529                                   Orange Park       FL
## 4530                                 Pleasant Hill       MO
## 4531                                     East York       PA
## 4532                                     Hollymead       VA
## 4533                                         Bryan       OH
## 4534                                      Commerce       TX
## 4535                                     Hillcrest       NY
## 4536                                     Covington       TN
## 4537                                 Wesley Chapel       NC
## 4538                              Litchfield Beach       SC
## 4539                              Highland Heights       OH
## 4540                                        Oxford       NC
## 4541                                      Tecumseh       MI
## 4542                                     Swissvale       PA
## 4543                                    McKee City       NJ
## 4544                                      Hillview       KY
## 4545                                  McCordsville       IN
## 4546                                      Gonzales       CA
## 4547                                   San Lorenzo       PR
## 4548                                         Micco       FL
## 4549                                 Fort Mitchell       KY
## 4550                                          Dunn       NC
## 4551                                         Ogden       NC
## 4552                                       Clinton       OK
## 4553                                   Druid Hills       GA
## 4554                                       Wharton       TX
## 4555                                   Summit View       WA
## 4556                     Village Green-Green Ridge       PA
## 4557                                      Glenwood       IL
## 4558                                  Independence       KS
## 4559                                      Malverne       NY
## 4560                                       Mahopac       NY
## 4561                                       Closter       NJ
## 4562                                        Dayton       TX
## 4563                                  Gresham Park       GA
## 4564                                       Delavan       WI
## 4565                                 San Sebastián       PR
## 4566                                    Monticello       AR
## 4567                              South Kensington       MD
## 4568                                        Monona       WI
## 4569                                  Guntersville       AL
## 4570                             Lake of the Woods       VA
## 4571                                         Paris       IL
## 4572                                       Socorro       NM
## 4573                    Helena Valley West Central       MT
## 4574                                        Baxter       MN
## 4575                                      Westwego       LA
## 4576                                      Bee Cave       TX
## 4577                                      Aibonito       PR
## 4578                University of California-Davis       CA
## 4579                                        Gering       NE
## 4580                               Los Altos Hills       CA
## 4581                                         Sitka       AK
## 4582                                   Center Line       MI
## 4583                                         Barre       VT
## 4584                                     Lewistown       PA
## 4585                                    Smithfield       VA
## 4586                                     Blanchard       OK
## 4587                                Richland Hills       TX
## 4588                            Hastings-on-Hudson       NY
## 4589                                Broadview Park       FL
## 4590                                      Sallisaw       OK
## 4591                                   Bryans Road       MD
## 4592                                        Milton       WA
## 4593                                     Montecito       CA
## 4594                                     Old Forge       PA
## 4595                                     Lancaster       SC
## 4596                                      Corrales       NM
## 4597                                       Seffner       FL
## 4598                                    Perryville       MO
## 4599                                South Lockport       NY
## 4600                                       Othello       WA
## 4601                              West Long Branch       NJ
## 4602                             West Haven-Sylvan       OR
## 4603                                   Farmingdale       NY
## 4604                                          Arab       AL
## 4605                                     Templeton       CA
## 4606                                    Lock Haven       PA
## 4607                           Village of Waukesha       WI
## 4608                                Pleasant Hills       PA
## 4609                                      Shiprock       NM
## 4610                                     Warrenton       MO
## 4611                                     Menominee       MI
## 4612                                     Sandpoint       ID
## 4613                                      Virginia       MN
## 4614                                     Dumbarton       VA
## 4615                                    Miles City       MT
## 4616                                   Midway City       CA
## 4617                                        Arroyo       PR
## 4618                                    Georgetown       SC
## 4619                                 Fort Stockton       TX
## 4620                                        Folsom       PA
## 4621                          North Merritt Island       FL
## 4622                                     Sutherlin       OR
## 4623                                   Springfield       FL
## 4624                                   Kalifornsky       AK
## 4625                                      Edgewood       KY
## 4626                                         Crete       IL
## 4627                                        Newton       NJ
## 4628                                          York       SC
## 4629                                    Sans Souci       SC
## 4630                                    Northfield       NJ
## 4631                                   Laurel Hill       VA
## 4632                             Crestwood Village       NJ
## 4633                                      Montvale       NJ
## 4634                                      Olivette       MO
## 4635                                   Summit Park       UT
## 4636                                        Corbin       KY
## 4637                                     Half Moon       NC
## 4638                                      Skiatook       OK
## 4639                                       Conover       NC
## 4640                                Black Mountain       NC
## 4641                                      Harrison       TN
## 4642                                       Rawlins       WY
## 4643                                    Kenilworth       NJ
## 4644                                    Harrisburg       IL
## 4645                                 East Franklin       NJ
## 4646                                         Lihue       HI
## 4647                                      Orrville       OH
## 4648                                  Meadow Lakes       AK
## 4649                                 Valley Center       KS
## 4650                                     Stuttgart       AR
## 4651                                  Stevensville       MD
## 4652                                      Flushing       MI
## 4653                                         Eaton       OH
## 4654                                       Dalhart       TX
## 4655                                        Somers       WI
## 4656                                     Park City       UT
## 4657                            Upper Saddle River       NJ
## 4658                                         Wynne       AR
## 4659                                      Abingdon       VA
## 4660                                   Plumas Lake       CA
## 4661                                       Ephrata       WA
## 4662                                         Heber       CA
## 4663                                 Meridianville       AL
## 4664                                         Beebe       AR
## 4665                                     Kennedale       TX
## 4666                                     Ellsworth       ME
## 4667                                        Pomona       NJ
## 4668                                     Princeton       IN
## 4669                                      Aberdeen       NC
## 4670                                         Hondo       TX
## 4671                                    Winnemucca       NV
## 4672                                       Denison       IA
## 4673                                        Brazil       IN
## 4674                                      Trinidad       CO
## 4675                                     Runnemede       NJ
## 4676                                    Whitehouse       TX
## 4677                                     St. Marys       OH
## 4678                                      Berkeley       MO
## 4679                                Castle Shannon       PA
## 4680                                         Mason       MI
## 4681                                     Long Hill       CT
## 4682                         Rolling Hills Estates       CA
## 4683                                  Wading River       NY
## 4684                                   Lake Geneva       WI
## 4685                                        Elwood       IN
## 4686                                        Butner       NC
## 4687                                        Shelby       OH
## 4688                                 Mount Rainier       MD
## 4689                              Croton-on-Hudson       NY
## 4690                                      Bellevue       PA
## 4691                                      Hillside       IL
## 4692                                       Hornell       NY
## 4693                                  Citrus Hills       FL
## 4694                            Spring Valley Lake       CA
## 4695                                    Wytheville       VA
## 4696                                    Long Grove       IL
## 4697                                  Kronenwetter       WI
## 4698                                       Dormont       PA
## 4699                                     Mukwonago       WI
## 4700                                       Topanga       CA
## 4701                                       Oberlin       OH
## 4702                                    Oak Island       NC
## 4703                                         Orono       MN
## 4704                                     Mount Joy       PA
## 4705                                      Franklin       VA
## 4706                                     Johnstown       NY
## 4707                                    Waite Park       MN
## 4708                                       Altoona       WI
## 4709                                    Brookhaven       PA
## 4710                                        Murphy       MO
## 4711                                       Oradell       NJ
## 4712                                     Applewood       CO
## 4713                                     Eden Isle       LA
## 4714                                      Oak Hill       WV
## 4715                                     Oak Grove       MO
## 4716                                       Liberty       TX
## 4717                                      Gilberts       IL
## 4718                                     Maplewood       MO
## 4719                                   Minnetrista       MN
## 4720                                        Wilson       PA
## 4721                              Wilmington Manor       DE
## 4722                                    Hood River       OR
## 4723                                 Breinigsville       PA
## 4724                                  Travis Ranch       TX
## 4725                                       Cushing       OK
## 4726                                      Bellevue       OH
## 4727                                         Cuero       TX
## 4728                                         Scott       LA
## 4729                                    Providence       UT
## 4730                                       Stayton       OR
## 4731                                     Brentwood       MO
## 4732                                          Mayo       MD
## 4733                                     Hillsdale       MI
## 4734                                   Moundsville       WV
## 4735                                       Austell       GA
## 4736                                     Hillsboro       TX
## 4737                                         Price       UT
## 4738                            Glastonbury Center       CT
## 4739                                   Iowa Colony       TX
## 4740                                        Dayton       NJ
## 4741                                         Green       OR
## 4742                                     Oak Brook       IL
## 4743                                   Rhinelander       WI
## 4744                                        Juncos       PR
## 4745                                      Laughlin       NV
## 4746                                Jefferson City       TN
## 4747                                        Orland       CA
## 4748                                       Hampton       GA
## 4749                                     Fern Park       FL
## 4750                                     Spotswood       NJ
## 4751                                       Pulaski       TN
## 4752                                       Corning       CA
## 4753                                     Ketchikan       AK
## 4754                                       Hatboro       PA
## 4755                               Sheboygan Falls       WI
## 4756                                         Prien       LA
## 4757                                         Milan       TN
## 4758                                       Kenwood       OH
## 4759                                      Alliance       NE
## 4760                               North Patchogue       NY
## 4761                                     Guadalupe       CA
## 4762                                      Bellwood       VA
## 4763                                         Kirby       TX
## 4764                                 Thompsonville       CT
## 4765                                  Four Corners       MD
## 4766                                     Parkville       PA
## 4767                                      Irondale       GA
## 4768                                       Clinton       NC
## 4769                                      Milliken       CO
## 4770                                         Union       SC
## 4771                                     Maryville       IL
## 4772                                     Camp Hill       PA
## 4773                                 Dock Junction       GA
## 4774                                        Nevada       MO
## 4775                                     Groesbeck       OH
## 4776                                    Livingston       MT
## 4777                                      Carnegie       PA
## 4778                                   St. Francis       MN
## 4779                             Grandview Heights       OH
## 4780                                 Carl Junction       MO
## 4781                                       Roxboro       NC
## 4782                                     Manhasset       NY
## 4783                                          York       NE
## 4784                                  Sioux Center       IA
## 4785                                   Centerville       GA
## 4786                                     Richfield       UT
## 4787                                         Selah       WA
## 4788                              Westlake Village       CA
## 4789                                    Interlaken       CA
## 4790                                     Senatobia       MS
## 4791                                 Basking Ridge       NJ
## 4792                                        Albion       MI
## 4793                                    New Prague       MN
## 4794                                       Latrobe       PA
## 4795                                   Pismo Beach       CA
## 4796                             North Bay Village       FL
## 4797                                   Island Lake       IL
## 4798                                   Grand Blanc       MI
## 4799                                        Antigo       WI
## 4800                                Thousand Palms       CA
## 4801                                       Rockton       IL
## 4802                                        Gypsum       CO
## 4803                                   Downingtown       PA
## 4804                                     Mahtomedi       MN
## 4805                                     Firebaugh       CA
## 4806                                        Vinton       VA
## 4807                                        Quincy       FL
## 4808                                     Boonville       MO
## 4809                                        Kenton       OH
## 4810                                   Los Fresnos       TX
## 4811                                  Alondra Park       CA
## 4812                                        Butler       NJ
## 4813                                     Hampshire       IL
## 4814                                 Whitmore Lake       MI
## 4815                                      Winooski       VT
## 4816                                  Madison Park       NJ
## 4817                                  South Boston       VA
## 4818                                    North Star       DE
## 4819                                        Duvall       WA
## 4820                                    Fort Riley       KS
## 4821                                       Payette       ID
## 4822                                          Atco       NJ
## 4823                                     Broadview       IL
## 4824                                     Evergreen       MT
## 4825                                       Wyoming       MN
## 4826                                    St. Martin       MS
## 4827                       Homestead Meadows South       TX
## 4828                                    Montpelier       VT
## 4829                                Jennings Lodge       OR
## 4830                                Port Jefferson       NY
## 4831                               Center Moriches       NY
## 4832                                   Fort Lupton       CO
## 4833                                        Dexter       MO
## 4834                                  Three Rivers       MI
## 4835                                  South Beloit       IL
## 4836                                        Silvis       IL
## 4837                                    Grove City       PA
## 4838                                      Fletcher       NC
## 4839                                    Gold River       CA
## 4840                                      Wahpeton       ND
## 4841                                       Congers       NY
## 4842                                      McGregor       FL
## 4843                                    Greenbriar       VA
## 4844                                 Golden Valley       AZ
## 4845                                      Bradford       PA
## 4846                                    Wedgefield       FL
## 4847                                        Waller       WA
## 4848                                  Lincolnshire       IL
## 4849                                Jersey Village       TX
## 4850                                      Fort Dix       NJ
## 4851                                      Humboldt       TN
## 4852                                  Withamsville       OH
## 4853                                      Luquillo       PR
## 4854                                     Earlimart       CA
## 4855                                        Sequim       WA
## 4856                            Paloma Creek South       TX
## 4857                                       Ashland       WI
## 4858                                    Brigantine       NJ
## 4859                                      Pearsall       TX
## 4860                                   Spring Hill       KS
## 4861                                     Fruitvale       CO
## 4862                                      Rockwood       VA
## 4863                                Fruitland Park       FL
## 4864                                     Good Hope       CA
## 4865                                     Park City       IL
## 4866                                  Rapid Valley       SD
## 4867                               Southwood Acres       CT
## 4868                                     Scappoose       OR
## 4869                                    St. Joseph       MI
## 4870                                     Barberton       WA
## 4871                                 Bernardsville       NJ
## 4872                                   Charlestown       IN
## 4873                                Bonner Springs       KS
## 4874                                        Ripley       TN
## 4875                                   Lake Carmel       NY
## 4876                                 Woodland Park       CO
## 4877                                       Seaford       DE
## 4878                                  Fort Belvoir       VA
## 4879                                     Lexington       TN
## 4880                                  Orange Beach       AL
## 4881                                        Savage       MD
## 4882                                        Crozet       VA
## 4883                                         Perry       IA
## 4884                                       Blandon       PA
## 4885                                      Campbell       OH
## 4886                                       Newport       AR
## 4887                                         Ilion       NY
## 4888                                  Webster City       IA
## 4889                                   Bay Minette       AL
## 4890                                     Jefferson       WI
## 4891                                       Catoosa       OK
## 4892                                        Burton       SC
## 4893                                     Park City       KS
## 4894                                       Lacombe       LA
## 4895                                         Yreka       CA
## 4896                              Garden City Park       NY
## 4897                                   South Weber       UT
## 4898                                   West Dundee       IL
## 4899                                   Albertville       MN
## 4900                                     Mount Ivy       NY
## 4901                                   Grand Ledge       MI
## 4902                                    Northridge       OH
## 4903                             Boyes Hot Springs       CA
## 4904                          Middleborough Center       MA
## 4905                                       Chester       IL
## 4906                                         Ripon       WI
## 4907                                     Whitefish       MT
## 4908                                     Shorewood       MN
## 4909                                 Mechanicstown       NY
## 4910                                      Stanwood       WA
## 4911                                        Mantua       VA
## 4912                                       Woodfin       NC
## 4913                                   Alta Sierra       CA
## 4914                                       Decorah       IA
## 4915                                  Collinsville       OK
## 4916                                    Glen Ridge       NJ
## 4917                                      St. Rose       LA
## 4918                                  Bloomingdale       NJ
## 4919                                Brook Highland       AL
## 4920                                       Clinton       SC
## 4921                                     Princeton       IL
## 4922                                       Palmyra       PA
## 4923                                 Cherry Valley       CA
## 4924                                    Wellington       KS
## 4925                                    Siler City       NC
## 4926                                 Baldwinsville       NY
## 4927                                      Belterra       TX
## 4928                                   Long Branch       VA
## 4929                                      Paradise       CA
## 4930                                      Lochbuie       CO
## 4931                                      Westmere       NY
## 4932                                   Ponchatoula       LA
## 4933                                     Ludington       MI
## 4934                                   Mount Horeb       WI
## 4935                                       Fanwood       NJ
## 4936                                         Blair       NE
## 4937                                        Joshua       TX
## 4938                                         Leola       PA
## 4939                                  Clover Creek       WA
## 4940                        Port Jefferson Station       NY
## 4941                                     Highlands       TX
## 4942                                       Brevard       NC
## 4943                                 Breaux Bridge       LA
## 4944                                 Hales Corners       WI
## 4945                                        Marion       NC
## 4946                                          Mims       FL
## 4947                                 Oroville East       CA
## 4948                                     St. Johns       MI
## 4949                                     Oak Grove       KY
## 4950                                  Millersville       PA
## 4951                                      Fairlawn       OH
## 4952                                       Wagoner       OK
## 4953                                     Severance       CO
## 4954                              Mansfield Center       MA
## 4955                                  South Apopka       FL
## 4956                                     Inverness       IL
## 4957                                        Odessa       FL
## 4958                                 Mystic Island       NJ
## 4959                                      Houghton       MI
## 4960                                   Jerseyville       IL
## 4961                                    Clear Lake       IA
## 4962                                Travelers Rest       SC
## 4963                                       Makawao       HI
## 4964                                        Camden       SC
## 4965                             Southeast Arcadia       FL
## 4966                                    Plain City       UT
## 4967                                     Robinwood       MD
## 4968                                    New Albany       MS
## 4969                             South San Gabriel       CA
## 4970                                        Seward       NE
## 4971                                     Sunnyvale       TX
## 4972                                       Hubbard       OH
## 4973                                   Piñon Hills       CA
## 4974                                          Ojai       CA
## 4975                                       Ruidoso       NM
## 4976                                         Lamar       CO
## 4977                                    Twin Lakes       CO
## 4978                                        Quincy       WA
## 4979                                     White Oak       PA
## 4980                                    River Oaks       TX
## 4981       California Polytechnic State University       CA
## 4982                                        Tyrone       GA
## 4983                                      Monahans       TX
## 4984                                      Navasota       TX
## 4985                             Southwest Ranches       FL
## 4986                                    San Isidro       PR
## 4987                                      Montrose       VA
## 4988                                     Rockville       CT
## 4989                                      Canfield       OH
## 4990                                        Landen       OH
## 4991                                       Fairfax       CA
## 4992                                        Cotati       CA
## 4993                                    Farmington       AR
## 4994                                   Hudsonville       MI
## 4995                              Larkfield-Wikiup       CA
## 4996                                   Lake Dallas       TX
## 4997                                       Creston       IA
## 4998                                        Floris       VA
## 4999                                      Pittston       PA
## 5000                              Briarcliff Manor       NY
## 5001                                  Valley Falls       SC
## 5002                                     Farr West       UT
## 5003                                      Dunellen       NJ
## 5004                                    Fort Scott       KS
## 5005                                     Brunswick       MD
## 5006                                Williston Park       NY
## 5007                                    Hartsville       SC
## 5008                                    Sebastopol       CA
## 5009                               Round Lake Park       IL
## 5010                                  Ellwood City       PA
## 5011                                    Watsessing       NJ
## 5012                                     Villanova       PA
## 5013                                        Lander       WY
## 5014                                        DuBois       PA
## 5015                                   Bridge City       LA
## 5016                              Kill Devil Hills       NC
## 5017                                     Knoxville       IA
## 5018                                  Collinsville       VA
## 5019                                    Ben Lomond       CA
## 5020                                      Bull Run       VA
## 5021                              Waikoloa Village       HI
## 5022                                     Kentfield       CA
## 5023                                Mount Sterling       KY
## 5024                                 Iron Mountain       MI
## 5025                                     Cleveland       TX
## 5026                                    Bloomfield       NM
## 5027                                  Independence       OH
## 5028                                       Gridley       CA
## 5029                                     Crookston       MN
## 5030                           Baltimore Highlands       MD
## 5031                                       Shields       MI
## 5032                                     Red Chute       LA
## 5033                                        Dunbar       WV
## 5034                                    Middletown       PA
## 5035                                          Kula       HI
## 5036                                       Waikele       HI
## 5037                                        London       KY
## 5038                                         Nuevo       CA
## 5039                                        Berlin       NJ
## 5040                                     Tell City       IN
## 5041                               South Cleveland       TN
## 5042                                New Cumberland       PA
## 5043                                   Chesterland       OH
## 5044                                      Hastings       MI
## 5045                                       Ashland       VA
## 5046                     Inverness Highlands South       FL
## 5047                                 Pleasantville       NY
## 5048                                       Marengo       IL
## 5049                                          Page       AZ
## 5050                                        Vernon       WI
## 5051                                        Etowah       NC
## 5052                                      Brighton       MI
## 5053                                       Welcome       SC
## 5054                                     Oak Ridge       NC
## 5055                                       Arcadia       FL
## 5056                                      Woodlake       CA
## 5057                                       Escalon       CA
## 5058                                       Dry Run       OH
## 5059                                  Lake Mathews       CA
## 5060                                Haddon Heights       NJ
## 5061                     Lakes of the Four Seasons       IN
## 5062                                      Fairwood       MD
## 5063                                         Kenai       AK
## 5064                                  Williamsburg       FL
## 5065                                       Caribou       ME
## 5066                                     Clewiston       FL
## 5067                                  Longboat Key       FL
## 5068                                         Lucas       TX
## 5069                                  Moapa Valley       NV
## 5070                                     St. Louis       MI
## 5071                                      Sky Lake       FL
## 5072                                    Swainsboro       GA
## 5073                                       Palmyra       NJ
## 5074                              Great Neck Plaza       NY
## 5075                                      Chehalis       WA
## 5076                                      Freeland       MI
## 5077                                       Hughson       CA
## 5078                                        McCook       NE
## 5079                                         Wayne       PA
## 5080                                        Auburn       GA
## 5081                                    Gettysburg       PA
## 5082                                     Inverness       FL
## 5083                                         Eagle       CO
## 5084                                   Santa Clara       UT
## 5085                                  Lackland AFB       TX
## 5086                                       Lecanto       FL
## 5087                                       Trumann       AR
## 5088                                      Old Town       ME
## 5089                                  Hudson Falls       NY
## 5090                                        Tuttle       OK
## 5091                                      Glenside       PA
## 5092                                        Emmett       ID
## 5093                                    Batesville       MS
## 5094                                  Steele Creek       AK
## 5095                                  Charles City       IA
## 5096                                    New Canaan       CT
## 5097                                   Joshua Tree       CA
## 5098                                      Woodlake       VA
## 5099                                    Pike Creek       DE
## 5100                                    Greenville       AL
## 5101                                    North Bend       WA
## 5102                                    Marshfield       MO
## 5103                                East Foothills       CA
## 5104                                      Franklin       CA
## 5105                                   La Follette       TN
## 5106                               North Riverside       IL
## 5107                                        Madras       OR
## 5108                                      Galliano       LA
## 5109                                     Pikeville       KY
## 5110                                         Belen       NM
## 5111                                        Oceano       CA
## 5112                                     Northport       NY
## 5113                                 Alamo Heights       TX
## 5114                                    Wickenburg       AZ
## 5115                            Providence Village       TX
## 5116                                    Fair Plain       MI
## 5117                                     Hitchcock       TX
## 5118                                  Mont Belvieu       TX
## 5119                                        Utuado       PR
## 5120                                         Rayne       LA
## 5121                                   Villa Hills       KY
## 5122                                   Forest City       NC
## 5123                                   Sabana Seca       PR
## 5124                                  Whitinsville       MA
## 5125                             North Springfield       VA
## 5126                                 Mammoth Lakes       CA
## 5127                                Riverdale Park       MD
## 5128                                       Emerson       NJ
## 5129                                     Yorketown       NJ
## 5130                                      Pukalani       HI
## 5131                                     Flatwoods       KY
## 5132                                    Washington       IA
## 5133                                   San Antonio       PR
## 5134                                         Enoch       UT
## 5135                                      Piedmont       OK
## 5136                                 Bennettsville       SC
## 5137                                        Scotia       NY
## 5138                                         Nyack       NY
## 5139                                West Frankfort       IL
## 5140                                      Archbald       PA
## 5141                               West Livingston       TX
## 5142                                  Belle Plaine       MN
## 5143                                        Rumson       NJ
## 5144                                    Cedarhurst       NY
## 5145                                   Sound Beach       NY
## 5146                                     Lexington       VA
## 5147                                      Kimberly       WI
## 5148                                 Lake Lorraine       FL
## 5149                                     Frostburg       MD
## 5150                                      La Junta       CO
## 5151                                       Wauseon       OH
## 5152                                       Oakdale       NY
## 5153                                   Centerville       SC
## 5154                                   Murphysboro       IL
## 5155                                    Pocahontas       AR
## 5156                                         Salem       IL
## 5157                                        Aurora       MO
## 5158                                        Inwood       FL
## 5159                                     Bellbrook       OH
## 5160                                     Farmville       VA
## 5161                                      Robinson       IL
## 5162                                   Walled Lake       MI
## 5163                                      Newberry       FL
## 5164                                     Sausalito       CA
## 5165                                          King       NC
## 5166                                        Dayton       MN
## 5167                                   River Rouge       MI
## 5168                            North Weeki Wachee       FL
## 5169                                       Hewlett       NY
## 5170                                   Forestbrook       SC
## 5171                                 Cottage Grove       WI
## 5172                                    Maple Glen       PA
## 5173                                 Sudden Valley       WA
## 5174                                    Calipatria       CA
## 5175                                     Brockport       NY
## 5176                                        Pinson       AL
## 5177                               University Park       IL
## 5178                          Garden Home-Whitford       OR
## 5179                               Kahaluu-Keauhou       HI
## 5180                                 East Shoreham       NY
## 5181                                    East Hills       NY
## 5182                                  Ancient Oaks       PA
## 5183                                   Hardeeville       SC
## 5184                                         Union       KY
## 5185                                         Crete       NE
## 5186                                      Umatilla       OR
## 5187                                  Porters Neck       NC
## 5188                                      Lampasas       TX
## 5189                                     Macclenny       FL
## 5190                                      Radisson       NY
## 5191                                      Commerce       GA
## 5192                                      Olivarez       TX
## 5193                                 Nebraska City       NE
## 5194                                       Keyport       NJ
## 5195                                    Batesville       IN
## 5196                                    Scottsburg       IN
## 5197                                        Hobart       WA
## 5198                                    Monticello       NY
## 5199                                    New London       WI
## 5200                             Vero Lake Estates       FL
## 5201                                     Glenolden       PA
## 5202                                         Globe       AZ
## 5203                                      Hiawatha       IA
## 5204                                     Taneytown       MD
## 5205                                      Sandwich       IL
## 5206                                      Atherton       CA
## 5207                                      Tolleson       AZ
## 5208                                       Baywood       NY
## 5209                                       Wharton       NJ
## 5210                                    Washington       NJ
## 5211                                     Delafield       WI
## 5212                                    Carrollton       VA
## 5213                                    Lake Shore       WA
## 5214                                  Calumet Park       IL
## 5215                                       Delphos       OH
## 5216                                        Laurel       MT
## 5217                                     Clarkston       WA
## 5218                                     Bondurant       IA
## 5219                                      Lockwood       MT
## 5220                                        Nibley       UT
## 5221                                      Savannah       TN
## 5222                                     Parkville       MO
## 5223                                        Tappan       NY
## 5224                                          Mead       WA
## 5225                                     Orlovista       FL
## 5226                              Milton-Freewater       OR
## 5227                                     Dade City       FL
## 5228                                   Floresville       TX
## 5229                                       Winters       CA
## 5230                                      Gonzales       TX
## 5231                            Mentor-on-the-Lake       OH
## 5232                                     Demopolis       AL
## 5233                                      Nappanee       IN
## 5234                                       Jackson       WI
## 5235                                      Seminole       OK
## 5236                                     Souderton       PA
## 5237                                   Ridley Park       PA
## 5238                                       Pacific       WA
## 5239                                     Kosciusko       MS
## 5240                                      Richland       MS
## 5241                                       Staples       CT
## 5242                                        Meraux       LA
## 5243                                    Sappington       MO
## 5244                                    Strathmore       NJ
## 5245                                      Parkwood       WA
## 5246                                     Heartland       TX
## 5247                                        Dayton       TN
## 5248                                      Fircrest       WA
## 5249                                  Philadelphia       MS
## 5250                                        Benton       IL
## 5251                                   Lake Hallie       WI
## 5252                                        Dunlap       IN
## 5253                                 Beacon Square       FL
## 5254               Rutgers University-Busch Campus       NJ
## 5255                                       Oakdale       LA
## 5256                                 Connellsville       PA
## 5257                                    West Miami       FL
## 5258                                       Cos Cob       CT
## 5259                                       Sturgis       SD
## 5260                                      Cortland       OH
## 5261                            Vandenberg Village       CA
## 5262                                      Sandston       VA
## 5263                                   Mills River       NC
## 5264                                    Georgetown       DE
## 5265                                         Noble       OK
## 5266                                      Stickney       IL
## 5267                                        Jasper       TX
## 5268                                         Viola       NY
## 5269                                  Russellville       KY
## 5270                                   Tanglewilde       WA
## 5271                                        Bremen       GA
## 5272                                      Waveland       MS
## 5273                              Jan Phyl Village       FL
## 5274                                   Lely Resort       FL
## 5275                                       Seaside       OR
## 5276                                     Heathcote       NJ
## 5277                          South Patrick Shores       FL
## 5278                Islamorada, Village of Islands       FL
## 5279                                    Fort Bragg       CA
## 5280                                     Mila Doce       TX
## 5281                                   St. Gabriel       LA
## 5282                                    South Hill       NY
## 5283                                  Midland Park       NJ
## 5284                                     Hampstead       NC
## 5285                                     Strasburg       VA
## 5286                                    Barrington       NJ
## 5287                             Fort Pierce North       FL
## 5288                                      Wetumpka       AL
## 5289                                   Wescosville       PA
## 5290                                     Wollochet       WA
## 5291                                         Aspen       CO
## 5292                                      Milltown       NJ
## 5293                                    Green Hill       TN
## 5294                                        Nevada       IA
## 5295                                       Osceola       AR
## 5296                                       Clinton       IL
## 5297                                 Heber Springs       AR
## 5298                                   Zuni Pueblo       NM
## 5299                            Thompson's Station       TN
## 5300                                         Logan       OH
## 5301                                  Mountainside       NJ
## 5302                                  West Concord       MA
## 5303                                      Tuckahoe       NY
## 5304                             Whitemarsh Island       GA
## 5305                                       Mendota       IL
## 5306                                      Morehead       KY
## 5307                                     Uniontown       OH
## 5308                                  Fayetteville       TN
## 5309                                       Norwich       NY
## 5310                                       Trinity       NC
## 5311                                      Heathrow       FL
## 5312                                      Shamokin       PA
## 5313                                        Elkins       WV
## 5314                                      Rockland       ME
## 5315                                 Mount Healthy       OH
## 5316                                    Belle Isle       FL
## 5317                                      Hamilton       AL
## 5318                                   Church Hill       TN
## 5319                                    Sturtevant       WI
## 5320                                    West Slope       OR
## 5321                                    Montevallo       AL
## 5322                                 Lacy-Lakeview       TX
## 5323                                     Stratford       NJ
## 5324                                    Cochituate       MA
## 5325                                   Puerto Real       PR
## 5326                                    Litchfield       IL
## 5327                                      Ambridge       PA
## 5328                                       Zebulon       NC
## 5329                                     South Run       VA
## 5330                                         Huron       OH
## 5331                                     Morrilton       AR
## 5332                                         Mexia       TX
## 5333                                        Idabel       OK
## 5334                                   Forest Glen       MD
## 5335                                      Monessen       PA
## 5336                                       Tamaqua       PA
## 5337                                  Mount Carmel       IL
## 5338                                        Conley       GA
## 5339                                 Old Greenwich       CT
## 5340                                     LaFayette       GA
## 5341                                      Winfield       IN
## 5342                                    Manorhaven       NY
## 5343                                      Kirtland       OH
## 5344                              Spring Lake Park       MN
## 5345                                    St. Joseph       MN
## 5346                                     Kingsland       TX
## 5347                                  Orland Hills       IL
## 5348                                      Seminole       TX
## 5349                                     Youngtown       AZ
## 5350                                 Prairie Grove       AR
## 5351                                     Hurricane       WV
## 5352                                   White Knoll       SC
## 5353                                    Camp Swift       TX
## 5354                                         Grove       OK
## 5355                                       Pacific       MO
## 5356                              Highland Heights       KY
## 5357                                      La Feria       TX
## 5358                                    Mira Monte       CA
## 5359                                       Thomson       GA
## 5360                                  Marble Falls       TX
## 5361                                       Belfast       ME
## 5362                                       Cumming       GA
## 5363                                         Perry       FL
## 5364                                     Fox Point       WI
## 5365                                        Gurabo       PR
## 5366                                 Neptune Beach       FL
## 5367                                  Roeland Park       KS
## 5368                                    Ocean City       MD
## 5369                                    St. Albans       VT
## 5370                                   Valley Park       MO
## 5371                                 Bermuda Dunes       CA
## 5372                                  Mount Vernon       IN
## 5373                                  Byron Center       MI
## 5374                                   Harrisville       UT
## 5375                                    Huntingdon       PA
## 5376                                    Greenbrier       TN
## 5377                                       Newport       TN
## 5378                                        Walden       NY
## 5379                                  North Vernon       IN
## 5380                                       Lincoln       AL
## 5381                                Donaldsonville       LA
## 5382                                   Taylor Mill       KY
## 5383                                      Marshall       MI
## 5384                                         Union       OH
## 5385                    Clarkston Heights-Vineland       WA
## 5386                              Kingston Estates       NJ
## 5387                                       Silsbee       TX
## 5388                                        Lanett       AL
## 5389                                     Allendale       NJ
## 5390                                      Lincroft       NJ
## 5391                                      Franklin       LA
## 5392                                         Acton       CA
## 5393                                      Richboro       PA
## 5394                               Clifton Heights       PA
## 5395                                   Elkins Park       PA
## 5396                                     Wildewood       MD
## 5397                                 Portage Lakes       OH
## 5398                                North Syracuse       NY
## 5399                                       Kaufman       TX
## 5400                                      Atlantic       IA
## 5401                                      Lawrence       NY
## 5402                                        Loomis       CA
## 5403                                 Homeland Park       SC
## 5404                                  West Samoset       FL
## 5405                                     Pea Ridge       WV
## 5406                                      Bayville       NY
## 5407                                       Oneonta       AL
## 5408                                       Geneseo       IL
## 5409                                   Bonne Terre       MO
## 5410                                        Kasson       MN
## 5411                                      Live Oak       FL
## 5412                                         Sealy       TX
## 5413                                      Sonterra       TX
## 5414                              Napili-Honokowai       HI
## 5415                                 Potomac Mills       VA
## 5416                                Roslyn Heights       NY
## 5417                                     Roosevelt       UT
## 5418                                   Lutherville       MD
## 5419                           South Valley Stream       NY
## 5420                                     Inniswold       LA
## 5421                                        Ambler       PA
## 5422                              Plymouth Meeting       PA
## 5423                                 Holly Springs       MS
## 5424                                   Pepper Pike       OH
## 5425                           Contra Costa Centre       CA
## 5426                                 East Falmouth       MA
## 5427                                      Folcroft       PA
## 5428                               Winthrop Harbor       IL
## 5429                                 Raleigh Hills       OR
## 5430                                       Oakmont       PA
## 5431                                Howland Center       OH
## 5432                                 Junction City       OR
## 5433                                      Homeland       CA
## 5434                                       Basehor       KS
## 5435                                 Normandy Park       WA
## 5436                                     Brookings       OR
## 5437                                       Satsuma       AL
## 5438                                       Elmwood       LA
## 5439                                        Dacula       GA
## 5440                               Lemoore Station       CA
## 5441                           St. Augustine Beach       FL
## 5442                                     West View       PA
## 5443                                 Crescent City       CA
## 5444                                      Loughman       FL
## 5445                                      Edgemoor       DE
## 5446                                         Galax       VA
## 5447                                    Columbiana       OH
## 5448                                        Belpre       OH
## 5449                                    Greenville       IL
## 5450                                        Fowler       CA
## 5451                                    Steilacoom       WA
## 5452                                           Opp       AL
## 5453                                        Isanti       MN
## 5454                                    Thermalito       CA
## 5455                                   Castroville       CA
## 5456                                         Amory       MS
## 5457                                    Black Jack       MO
## 5458                                     Boonville       IN
## 5459                                       Winsted       CT
## 5460                                     Lionville       PA
## 5461                                        Solvay       NY
## 5462                                Ladera Heights       CA
## 5463                                  Ewa Villages       HI
## 5464                               Litchfield Park       AZ
## 5465                                       Harvest       AL
## 5466                                    San Martin       CA
## 5467                                        Medina       MN
## 5468                                     Pinehurst       MA
## 5469                                        Larose       LA
## 5470                                   Buena Vista       VA
## 5471                                    Darnestown       MD
## 5472                                      Covedale       OH
## 5473                                    Harrisburg       SD
## 5474                                        Milton       PA
## 5475                                       Blakely       PA
## 5476                                  Ocean Shores       WA
## 5477                                      Eldridge       IA
## 5478                                    Unionville       NC
## 5479                             Wailua Homesteads       HI
## 5480                                North Caldwell       NJ
## 5481                                    Indiantown       FL
## 5482                                     Hillsboro       IL
## 5483                                      Mascotte       FL
## 5484                       Lake Murray of Richland       SC
## 5485                                         Nitro       WV
## 5486                                Stone Mountain       GA
## 5487                                  Stewartville       MN
## 5488                               Treasure Island       FL
## 5489                                         Pratt       KS
## 5490                          Indian River Estates       FL
## 5491                                      St. John       MO
## 5492                                       Bedford       VA
## 5493                              Homeacre-Lyndora       PA
## 5494                                    Willow Oak       FL
## 5495                              Pecan Plantation       TX
## 5496                                    Brookhaven       WV
## 5497                                   Robertsdale       AL
## 5498                                       Ontario       OH
## 5499                                     Irvington       NY
## 5500                                       Garrett       IN
## 5501                                  Orchard Mesa       CO
## 5502                                      Braddock       VA
## 5503                                   Valley City       ND
## 5504                                    Notre Dame       IN
## 5505                                        Morrow       GA
## 5506                                    Bronxville       NY
## 5507                                      Eastwood       MI
## 5508                                        Clover       SC
## 5509                                      Savannah       TX
## 5510                                Upper Sandusky       OH
## 5511                                        Jordan       MN
## 5512                                    Swarthmore       PA
## 5513                                  Ellettsville       IN
## 5514                                   Plattsmouth       NE
## 5515                                       Decatur       TX
## 5516                                  Mays Landing       NJ
## 5517                                     Hapeville       GA
## 5518                                       Milford       OH
## 5519                                        Wailea       HI
## 5520                        Lucas Valley-Marinwood       CA
## 5521                                     Millsboro       DE
## 5522                                       Ramtown       NJ
## 5523                                     Cullowhee       NC
## 5524                                       Sunbury       OH
## 5525                                    Litchfield       MN
## 5526                                   Huntingburg       IN
## 5527                                     Larchmont       NY
## 5528                                  South Monroe       MI
## 5529                                      Schuyler       NE
## 5530                                          Taos       NM
## 5531                                         Brier       WA
## 5532                       Homestead Meadows North       TX
## 5533                                     Stratmoor       CO
## 5534                                       Milford       MI
## 5535                                      Carthage       TX
## 5536                                    Rutherford       PA
## 5537                                       Abilene       KS
## 5538                                      Barnhart       MO
## 5539                                       Purcell       OK
## 5540                                  Crystal City       TX
## 5541                                         Addis       LA
## 5542                                     Hutchison       VA
## 5543                                     Union Gap       WA
## 5544                                    Catasauqua       PA
## 5545                                      Kingston       RI
## 5546                                     Pea Ridge       AR
## 5547                                  Ville Platte       LA
## 5548                                    Bridgeport       MI
## 5549                                      Watchung       NJ
## 5550                                     Lynchburg       TN
## 5551                                   Green Knoll       NJ
## 5552                                      Red Lion       PA
## 5553                                        Hebron       KY
## 5554                                        Sidney       NE
## 5555                                      Highland       NY
## 5556                                      Catalina       AZ
## 5557                                        Marion       SC
## 5558                                     Dahlonega       GA
## 5559                                     Hillsboro       OH
## 5560                                     Iowa Park       TX
## 5561                                       Yabucoa       PR
## 5562                                  Prairie View       TX
## 5563                                    Carbondale       CO
## 5564                                      Vandalia       IL
## 5565                                      Gunnison       CO
## 5566                                        Eudora       KS
## 5567                                     Elm Grove       WI
## 5568                                Carolina Beach       NC
## 5569                                       Ralston       NE
## 5570                                 Pollock Pines       CA
## 5571                              West Hattiesburg       MS
## 5572                                        El Rio       CA
## 5573                              Bowleys Quarters       MD
## 5574                                      Marianna       FL
## 5575                                      Crockett       TX
## 5576                                       Sanibel       FL
## 5577                                          Laie       HI
## 5578                                       Gananda       NY
## 5579                                   Belle Haven       VA
## 5580                                      East End       AR
## 5581                                       De Soto       MO
## 5582                                   Leitchfield       KY
## 5583                          Cherry Hills Village       CO
## 5584                                     Chickasaw       AL
## 5585                                     Blue Bell       PA
## 5586                                   South Lakes       AK
## 5587                             Ormond-by-the-Sea       FL
## 5588                                 Prospect Park       PA
## 5589                                       Moraine       OH
## 5590                                        Willis       TX
## 5591                                  Forest Hills       PA
## 5592                                   Bangor Base       WA
## 5593                                        Burnet       TX
## 5594                                     Johnsburg       IL
## 5595                                    Vine Grove       KY
## 5596                                        Osprey       FL
## 5597                                  Chesnut Hill       PA
## 5598                                     Canutillo       TX
## 5599                                       Madison       SD
## 5600                                        Delano       MN
## 5601                                    West Point       NY
## 5602                                        Powell       WY
## 5603                                  Naples Manor       FL
## 5604                              Huntington Woods       MI
## 5605                                      Flanders       NY
## 5606                                   Linglestown       PA
## 5607                                  Charles Town       WV
## 5608                                         Aptos       CA
## 5609                                 Martins Ferry       OH
## 5610                                      Woodland       WA
## 5611                                    Shrewsbury       MO
## 5612                                  Pigeon Forge       TN
## 5613                                  Hilmar-Irwin       CA
## 5614                                        Colusa       CA
## 5615                                     Carlstadt       NJ
## 5616                                      Tallulah       LA
## 5617                             Arlington Heights       PA
## 5618                                      Tecumseh       OK
## 5619                                   Countryside       IL
## 5620                                        Dillon       SC
## 5621                         Binghamton University       NY
## 5622                                  Wheelersburg       OH
## 5623                                East Rochester       NY
## 5624                                     Glenarden       MD
## 5625                                    Ramblewood       NJ
## 5626                                   Barnesville       GA
## 5627                                      Portland       IN
## 5628                                         Nephi       UT
## 5629                                      Rossford       OH
## 5630                                       Douglas       WY
## 5631                                        Marvin       NC
## 5632                                         Clyde       OH
## 5633                                        Walker       LA
## 5634                                         Selma       NC
## 5635                                      Corcoran       MN
## 5636                                    Twin Lakes       WI
## 5637                                       Gateway       AK
## 5638                              Chesapeake Beach       MD
## 5639                                 Prospect Park       NJ
## 5640                                  Fort Shawnee       OH
## 5641                               Laurence Harbor       NJ
## 5642                                     Cynthiana       KY
## 5643                         South Monrovia Island       CA
## 5644                                       Timnath       CO
## 5645                                     Rushville       IN
## 5646                                     South Bay       FL
## 5647                             Gulf Park Estates       MS
## 5648                                         Aztec       NM
## 5649                                        Taylor       PA
## 5650                                        Wilton       CA
## 5651                                    River Park       FL
## 5652                                     Braidwood       IL
## 5653                                  Rib Mountain       WI
## 5654                              Camino Tassajara       CA
## 5655                                      Eatonton       GA
## 5656                                         Huron       CA
## 5657                                  Johnson Lane       NV
## 5658                                         Salem       IN
## 5659                                        Bethel       AK
## 5660                                     Hampstead       MD
## 5661                                   Chillicothe       IL
## 5662                                      Fort Lee       VA
## 5663                                     Highgrove       CA
## 5664                                       Munford       TN
## 5665                                 Pembroke Park       FL
## 5666                            South Williamsport       PA
## 5667                                     Gleneagle       CO
## 5668                                       Grafton       OH
## 5669                                        Talent       OR
## 5670                                         Keene       TX
## 5671                                     Doolittle       TX
## 5672                                       Waupaca       WI
## 5673                                         Corry       PA
## 5674                                     Mattydale       NY
## 5675                                     Hockinson       WA
## 5676                                   Gulf Breeze       FL
## 5677                                     Rochester       IN
## 5678                                      Thurmont       MD
## 5679                                      Clairton       PA
## 5680                                   Pelican Bay       FL
## 5681                                     Yardville       NJ
## 5682                                       Willows       CA
## 5683                               Fort Washington       PA
## 5684                                        Sidney       MT
## 5685                                      Roseland       NJ
## 5686                              West Loch Estate       HI
## 5687                              Champion Heights       OH
## 5688                                    Fair Haven       NJ
## 5689                                     Paulsboro       NJ
## 5690                                       Willard       MO
## 5691                                     Henderson       TN
## 5692                         Lauderdale-by-the-Sea       FL
## 5693                                      Manistee       MI
## 5694                           Ashton-Sandy Spring       MD
## 5695                              North Fort Lewis       WA
## 5696                                    Sweetwater       TN
## 5697                                   Woods Creek       WA
## 5698                                    Penn Wynne       PA
## 5699                                       Jackson       OH
## 5700                                  Desert Palms       CA
## 5701                                    Cocoa West       FL
## 5702                                     Ishpeming       MI
## 5703                                Pleasure Point       CA
## 5704                                         Byron       MN
## 5705                                      Steelton       PA
## 5706                                  High Springs       FL
## 5707                                     Northgate       OH
## 5708                                   Orange City       IA
## 5709                                     White Oak       TX
## 5710                                  McRae-Helena       GA
## 5711                                          Avon       CO
## 5712                                   Cold Spring       KY
## 5713                                          Gray       LA
## 5714                                     Princeton       KY
## 5715                                       Penitas       TX
## 5716                                       Willard       OH
## 5717                                    Monticello       IL
## 5718                                     St. James       NC
## 5719                                   Lake Alfred       FL
## 5720                                    Torrington       WY
## 5721                                    Lake Mills       WI
## 5722                                     Riverside       MD
## 5723                                      De Queen       AR
## 5724                                      Sullivan       MO
## 5725                                     Blackwell       OK
## 5726                                      Cheverly       MD
## 5727                                     North Sea       NY
## 5728                                    Gladewater       TX
## 5729                                    Plaquemine       LA
## 5730                                      Anadarko       OK
## 5731                                    Bellefonte       PA
## 5732                                    Ranchettes       WY
## 5733                             Air Force Academy       CO
## 5734                                      Oak View       CA
## 5735                                       Elsmere       DE
## 5736                                       Lebanon       KY
## 5737                                 Aquia Harbour       VA
## 5738                                       De Soto       KS
## 5739                                 South Lebanon       OH
## 5740                                         Milan       MI
## 5741                            Hidden Valley Lake       CA
## 5742                                        Harrah       OK
## 5743                                 Pontoon Beach       IL
## 5744                                    Darlington       SC
## 5745                                       Rittman       OH
## 5746                               Gun Barrel City       TX
## 5747                                  Pimmit Hills       VA
## 5748                                       Everman       TX
## 5749                                   North Hobbs       NM
## 5750                                 Country Homes       WA
## 5751                                       Saranap       CA
## 5752                                      Kathleen       FL
## 5753                          Village of Oak Creek       AZ
## 5754                                      Glendale       MO
## 5755                                         Cidra       PR
## 5756                                Highland Lakes       AL
## 5757                                       Tarrant       AL
## 5758                                  Walkersville       MD
## 5759                      Otis Orchards-East Farms       WA
## 5760                            Massanetta Springs       VA
## 5761                                      Rockford       MI
## 5762                                      Franklin       PA
## 5763                              South Gate Ridge       FL
## 5764                                 West Yarmouth       MA
## 5765                                     Maquoketa       IA
## 5766                                     Warrenton       OR
## 5767                                     Northford       CT
## 5768                                     Oceanport       NJ
## 5769                    Fountainhead-Orchard Hills       MD
## 5770                                Woodcliff Lake       NJ
## 5771                                       Oreland       PA
## 5772                                     Zimmerman       MN
## 5773                                    Hellertown       PA
## 5774                                    Louisville       MS
## 5775                                      Edgewood       NM
## 5776                                    Northville       MI
## 5777                                  Wesley Hills       NY
## 5778                                 Little Silver       NJ
## 5779                                  Millersville       TN
## 5780                                        Hamlet       NC
## 5781                              Eucalyptus Hills       CA
## 5782                                      Tequesta       FL
## 5783                                   East Aurora       NY
## 5784                                         Exton       PA
## 5785                                    Mount Zion       IL
## 5786                                   Lake Fenton       MI
## 5787                                   Bridgewater       VA
## 5788                                      Sheridan       CO
## 5789                                  Independence       IA
## 5790                                      Gas City       IN
## 5791                                     Snowflake       AZ
## 5792                                        Dacono       CO
## 5793                                         Raton       NM
## 5794                                 Morris Plains       NJ
## 5795                       West Clarkston-Highland       WA
## 5796                                   Harris Hill       NY
## 5797                         Truth or Consequences       NM
## 5798                                        Kermit       TX
## 5799                              Wappingers Falls       NY
## 5800                               Simsbury Center       CT
## 5801                                   Hazardville       CT
## 5802                                       Belding       MI
## 5803                                       Crafton       PA
## 5804                                       Latimer       MS
## 5805                                     Rochester       WA
## 5806                                      Lakeview       NY
## 5807                                     Westville       IN
## 5808                                       Prosser       WA
## 5809                                      Somerset       PA
## 5810                                  Port Clinton       OH
## 5811                              East Farmingdale       NY
## 5812                                         Erwin       TN
## 5813                                      Finderne       NJ
## 5814                                  Dickson City       PA
## 5815                                     Crestwood       KY
## 5816                                     Southgate       FL
## 5817                                   Cherryville       NC
## 5818                                      Fairview       NY
## 5819                                       Guánica       PR
## 5820                                     Calverton       NY
## 5821                                Grayson Valley       AL
## 5822                                  Gardnerville       NV
## 5823                                  Santa Teresa       NM
## 5824                                     New Haven       MI
## 5825                                    Metropolis       IL
## 5826                         University at Buffalo       NY
## 5827                                       Solvang       CA
## 5828                                         Holly       MI
## 5829                                  Pauls Valley       OK
## 5830                                         Enola       PA
## 5831                                     Lake City       SC
## 5832                                    Centerport       NY
## 5833                                       Wilmore       KY
## 5834                    The Village of Indian Hill       OH
## 5835                                      Nazareth       PA
## 5836                                      Sterling       AK
## 5837                                        Hilton       NY
## 5838                                 Gilbertsville       PA
## 5839                                    Pine Brook       NJ
## 5840                                     Greenwood       MO
## 5841                              Cheshire Village       CT
## 5842                                   Bartonville       IL
## 5843                               Leisure Village       NJ
## 5844                                       Lindale       TX
## 5845                                      Columbia       MS
## 5846                                Lucerne Valley       CA
## 5847                                        Rupert       ID
## 5848                                   Littlefield       TX
## 5849                                    Clearfield       PA
## 5850                                       Gustine       CA
## 5851                                        Durham       CA
## 5852                                        Elburn       IL
## 5853                                        Palmer       AK
## 5854                                        Pevely       MO
## 5855                                    Brookville       OH
## 5856                                 Fruit Heights       UT
## 5857                                     Lewistown       MT
## 5858                                        Hudson       NY
## 5859                                   Snyderville       UT
## 5860                                    Rensselaer       IN
## 5861                                         Jamul       CA
## 5862                                      Richmond       MO
## 5863                                       Oelwein       IA
## 5864                                Kennett Square       PA
## 5865                                  Central City       KY
## 5866                                   Battlefield       MO
## 5867                                  Indian Hills       NV
## 5868                                   Monroeville       AL
## 5869                                   Sharon Hill       PA
## 5870                                      Theodore       AL
## 5871                                        Geneva       OH
## 5872                                       Slinger       WI
## 5873                                       Bensley       VA
## 5874                                      Gardiner       ME
## 5875                                          Ward       AR
## 5876                                    Waterville       OH
## 5877                                     Groveport       OH
## 5878                                      Kingston       TN
## 5879                                    Estes Park       CO
## 5880                                        Medina       NY
## 5881                                Peoria Heights       IL
## 5882                                        Moosic       PA
## 5883                                      Harriman       TN
## 5884                               Branford Center       CT
## 5885                                     Manasquan       NJ
## 5886                                  McKees Rocks       PA
## 5887                                          Volo       IL
## 5888                                    Manchester       WA
## 5889                                     Patterson       LA
## 5890                              District Heights       MD
## 5891                                    Laurel Bay       SC
## 5892                                        Loudon       TN
## 5893                                       Norwood       PA
## 5894                                     Salamanca       NY
## 5895                                   Avra Valley       AZ
## 5896                             Fruitridge Pocket       CA
## 5897                                     Connerton       FL
## 5898                                Marlow Heights       MD
## 5899                                   Fort Rucker       AL
## 5900                                    Cottonwood       CA
## 5901                            Bridgewater Center       NJ
## 5902                                  Wake Village       TX
## 5903                                South Hooksett       NH
## 5904                                   Estherville       IA
## 5905                    Los Ranchos de Albuquerque       NM
## 5906                                     Fruitland       ID
## 5907                                        Bright       IN
## 5908                                 Hartford City       IN
## 5909                                    Stokesdale       NC
## 5910                                   Brownfields       LA
## 5911                              Rancho Calaveras       CA
## 5912                                Packanack Lake       NJ
## 5913                                          Edna       TX
## 5914                                    East Alton       IL
## 5915                                        Slaton       TX
## 5916                                     Princeton       WV
## 5917                                        Alpine       TX
## 5918                                  West Modesto       CA
## 5919                                        Midway       UT
## 5920                            Bay Harbor Islands       FL
## 5921                                        Finley       WA
## 5922                                   Buena Vista       MI
## 5923                                    Lake Bluff       IL
## 5924                                         Ceiba       PR
## 5925                              DeFuniak Springs       FL
## 5926                                Rancho Murieta       CA
## 5927                                Willow Springs       IL
## 5928                                       Attalla       AL
## 5929                                 Yarmouth Port       MA
## 5930                                West Bountiful       UT
## 5931                                      Richmond       MI
## 5932                                    Old Tappan       NJ
## 5933                                   Stroudsburg       PA
## 5934                                        Belmar       NJ
## 5935                                          Adel       IA
## 5936                                   Churchville       PA
## 5937                                    Villa Park       CA
## 5938                          Boiling Spring Lakes       NC
## 5939                                  Crystal Lake       FL
## 5940                                    Cumberland       IN
## 5941                           International Falls       MN
## 5942                         Deschutes River Woods       OR
## 5943                                      Petoskey       MI
## 5944                                    Hightstown       NJ
## 5945                                        Garnet       CA
## 5946                                    Northfield       IL
## 5947                                         Wayne       NE
## 5948                                   Fort Wright       KY
## 5949                                      Du Quoin       IL
## 5950                                    El Granada       CA
## 5951                                         Lyman       SC
## 5952                                   Carterville       IL
## 5953                                  Swartz Creek       MI
## 5954                                    Beardstown       IL
## 5955                                         Paoli       PA
## 5956                                        Carver       MN
## 5957                                         Media       PA
## 5958                                     Windcrest       TX
## 5959                                 East Pasadena       CA
## 5960                                 Newtown Grant       PA
## 5961                                  Spring Ridge       MD
## 5962                                      Edgerton       WI
## 5963                                    Nolanville       TX
## 5964                                        Marion       VA
## 5965                                      Lakemoor       IL
## 5966                                        Yoakum       TX
## 5967                                       Ulysses       KS
## 5968                               Mount Arlington       NJ
## 5969                                          Alma       AR
## 5970                                        Asbury       IA
## 5971                                  Punxsutawney       PA
## 5972                                Montrose-Ghent       OH
## 5973                                    Ocean City       FL
## 5974                                   Las Piedras       PR
## 5975                                     Jamesburg       NJ
## 5976                                          Elsa       TX
## 5977                               Washingtonville       NY
## 5978                                    Monticello       KY
## 5979                                      Muleshoe       TX
## 5980                                    Bridgeport       TX
## 5981                                   Union Beach       NJ
## 5982                                        Dallas       NC
## 5983                                   Selinsgrove       PA
## 5984                                  Sandersville       GA
## 5985                                        Blaine       WA
## 5986                                     Schlusser       PA
## 5987                                      Plymouth       PA
## 5988                                  Daniels Farm       CT
## 5989                                       Emporia       VA
## 5990                                        Towaco       NJ
## 5991                                    Belle Mead       NJ
## 5992                                   Holdenville       OK
## 5993                                      Fairview       GA
## 5994                                         Posen       IL
## 5995                                     Childress       TX
## 5996                                East Flat Rock       NC
## 5997                                    Germantown       OH
## 5998                                  Jonesborough       TN
## 5999                                    Waynesboro       GA
## 6000                               South Highpoint       FL
## 6001                                  New Brighton       PA
## 6002                                   New Holland       PA
## 6003                                  Mount Carmel       PA
## 6004                             Fort Myers Shores       FL
## 6005                                Iroquois Point       HI
## 6006                                 Houghton Lake       MI
## 6007                                         Paola       KS
## 6008             Rochester Institute of Technology       NY
## 6009                                      Dowagiac       MI
## 6010                                       Yaphank       NY
## 6011                                  Watford City       ND
## 6012                                 Hidden Valley       IN
## 6013                                   Carlinville       IL
## 6014                                   Silver Hill       MD
## 6015                                    White Rock       NM
## 6016                                     Covington       VA
## 6017                                     Woodstock       VA
## 6018                                    Mocksville       NC
## 6019                                  Spring Grove       IL
## 6020                                      Wyndmoor       PA
## 6021                                  Turpin Hills       OH
## 6022                                Sherwood Manor       CT
## 6023                                     Hempstead       TX
## 6024                                       Glencoe       MN
## 6025                                        Milton       WI
## 6026                                       Zeeland       MI
## 6027                               Tellico Village       TN
## 6028                                  Pelham Manor       NY
## 6029                                   Silver Lake       NC
## 6030                          Fairfield Plantation       GA
## 6031                              Fort Myers Beach       FL
## 6032                                    Greenbrier       AR
## 6033                                 Quantico Base       VA
## 6034                                Old Fig Garden       CA
## 6035                                        Kodiak       AK
## 6036                                       Noroton       CT
## 6037                                       Mulvane       KS
## 6038                                     Granville       OH
## 6039                                     Sylvester       GA
## 6040                                     Holtville       CA
## 6041                                       Ephraim       UT
## 6042                                        Salida       CO
## 6043                                        Oxford       PA
## 6044                                        Starke       FL
## 6045                                      Dumfries       VA
## 6046                                  Shippensburg       PA
## 6047                                     Henryetta       OK
## 6048                                    Evansville       WI
## 6049                                     Leesville       LA
## 6050                                   Poolesville       MD
## 6051                                       Norwood       NJ
## 6052                                      Surfside       FL
## 6053                                   Naples Park       FL
## 6054                                   Moores Mill       AL
## 6055                                Pass Christian       MS
## 6056                              La Habra Heights       CA
## 6057                                     Dos Palos       CA
## 6058                                    Williamson       AZ
## 6059                              East Porterville       CA
## 6060                                  Four Corners       MT
## 6061                                         Eaton       CO
## 6062                                  Shaw Heights       CO
## 6063                                  Lake Mohegan       NY
## 6064                                   Chena Ridge       AK
## 6065                                        Dayton       KY
## 6066                                   Citrus Park       AZ
## 6067                                     Schriever       LA
## 6068                                     Maplewood       WA
## 6069                                         Briar       TX
## 6070                                       Eastman       GA
## 6071                                    California       PA
## 6072                                     Nashville       NC
## 6073                                    Walkertown       NC
## 6074                                          Mena       AR
## 6075                                      Creswell       OR
## 6076                                        Monaca       PA
## 6077                                 Hollidaysburg       PA
## 6078                                      Carthage       MS
## 6079                                      Pontotoc       MS
## 6080                                  Waipio Acres       HI
## 6081                                      Hutchins       TX
## 6082                                    Berryville       AR
## 6083                            Dulles Town Center       VA
## 6084                                Caruthersville       MO
## 6085                              Eagleton Village       TN
## 6086                               St. Martinville       LA
## 6087                                       Lawnton       PA
## 6088                                    White Hall       AR
## 6089                                   Leakesville       MS
## 6090                                 Grosse Pointe       MI
## 6091                                    Livingston       TX
## 6092                                       Winston       OR
## 6093                                      McKenzie       TN
## 6094                                     Palmerton       PA
## 6095                                      Cavalero       WA
## 6096                                      Piedmont       SC
## 6097                                  Lake Holiday       IL
## 6098                                        Weiser       ID
## 6099                                      Bellevue       KY
## 6100                                    Greenville       PA
## 6101                                    White City       UT
## 6102                                       Red Oak       IA
## 6103                                    Cresaptown       MD
## 6104                                  Old Bethpage       NY
## 6105                                     Bryn Mawr       PA
## 6106                                        Eureka       IL
## 6107                                 New Whiteland       IN
## 6108                                    Northchase       NC
## 6109                                      Tracyton       WA
## 6110                                 Belle Fourche       SD
## 6111                                  New Carlisle       OH
## 6112                                      Peculiar       MO
## 6113                                      Bulverde       TX
## 6114                                   Chestertown       MD
## 6115                               Lake Barrington       IL
## 6116                                        Sinton       TX
## 6117                                         Byron       GA
## 6118                                 Spring Valley       IL
## 6119                              Prairie du Chien       WI
## 6120                       Spotsylvania Courthouse       VA
## 6121                                       Trenton       MO
## 6122                                        Berlin       WI
## 6123                                       Preston       ID
## 6124                                 Islip Terrace       NY
## 6125                                     Waterford       WI
## 6126                                  Campbelltown       PA
## 6127                                    Coraopolis       PA
## 6128                                      Boothwyn       PA
## 6129                                        Odessa       MO
## 6130                                    Rothschild       WI
## 6131                                           Tea       SD
## 6132                                     Rio Pinar       FL
## 6133                               Franklin Center       NJ
## 6134                                         Homer       AK
## 6135                                    St. Helena       CA
## 6136                                  Bliss Corner       MA
## 6137                                  Quebradillas       PR
## 6138                                         Lyons       NJ
## 6139                                      Williams       CA
## 6140                                North Scituate       MA
## 6141                             Bonadelle Ranchos       CA
## 6142                                  East Harwich       MA
## 6143                                        Exeter       PA
## 6144                                    Walterboro       SC
## 6145                                        Marlin       TX
## 6146                                      Glendora       NJ
## 6147                                 Hampton Manor       NY
## 6148                                  Ballston Spa       NY
## 6149                                    Monticello       IN
## 6150                                Grandwood Park       IL
## 6151                                       Pahokee       FL
## 6152                                      Ellenton       FL
## 6153                                          Rusk       TX
## 6154                                  Chisago City       MN
## 6155                                     Lakehills       TX
## 6156                            Palm Springs North       FL
## 6157                                      Clarinda       IA
## 6158                                       Cut Off       LA
## 6159                                      Peñuelas       PR
## 6160                                   Kings Point       NY
## 6161                                      Rockwood       TN
## 6162                                Country Knolls       NY
## 6163                                 St. Paul Park       MN
## 6164                                     St. Clair       MI
## 6165                                       Naguabo       PR
## 6166                                  Port LaBelle       FL
## 6167                                       Cambria       CA
## 6168                                        Warren       AR
## 6169                                      Holdrege       NE
## 6170                                         Sayre       PA
## 6171                                         Keyes       CA
## 6172                                    New Castle       DE
## 6173                                Douglass Hills       KY
## 6174                              Town and Country       WA
## 6175                                      Freeport       FL
## 6176                                     Somerdale       NJ
## 6177                                       Sheldon       IA
## 6178                              Zephyrhills West       FL
## 6179                                        Tyrone       PA
## 6180                                   Shillington       PA
## 6181                                         Maize       KS
## 6182                                        DeWitt       IA
## 6183                                    Rainsville       AL
## 6184                                      Columbus       WI
## 6185                                        Forest       MS
## 6186                                  Cameron Park       TX
## 6187                                          Ione       CA
## 6188                                    Wilmington       IL
## 6189                                  Mount Carmel       TN
## 6190                                        Fabens       TX
## 6191                                         Macon       MO
## 6192                                          Adel       GA
## 6193                                      Suncrest       WA
## 6194                                     Lafayette       TN
## 6195                                  Chesterbrook       PA
## 6196                                     Fruitland       MD
## 6197                                        Sunset       UT
## 6198                                         Lajas       PR
## 6199                                      Fairport       NY
## 6200                                 Bessemer City       NC
## 6201                             Mayflower Village       CA
## 6202                                       Chelsea       MI
## 6203                                         Perry       UT
## 6204                                   North Hills       NY
## 6205                                  Happy Valley       CA
## 6206                                 New Hempstead       NY
## 6207                                     Deer Park       OH
## 6208                            Comstock Northwest       MI
## 6209                                      Carlisle       OH
## 6210                                       Jackson       GA
## 6211                                       Buckner       KY
## 6212                                         Colby       KS
## 6213                                         Kaser       NY
## 6214                                  Santa Isabel       PR
## 6215                                     Wolfforth       TX
## 6216                                  Silver Lakes       CA
## 6217                        Salida del Sol Estates       TX
## 6218                             Combee Settlement       FL
## 6219                                      Pennside       PA
## 6220                                          Krum       TX
## 6221                             Pensacola Station       FL
## 6222                                Smiths Station       AL
## 6223                                 Williamsville       NY
## 6224                          Eldorado at Santa Fe       NM
## 6225                                       Atlanta       TX
## 6226                                    Siesta Key       FL
## 6227                                        Ripley       MS
## 6228                                       Osceola       IA
## 6229                                        Luling       TX
## 6230                            Clemson University       SC
## 6231                                   Cottleville       MO
## 6232                                      Wellston       OH
## 6233                                        Algona       IA
## 6234                                        Ranson       WV
## 6235                                      Chackbay       LA
## 6236                                  Margate City       NJ
## 6237                                       Doffing       TX
## 6238                                 North Windham       ME
## 6239                                       Toronto       OH
## 6240                                  Walnut Ridge       AR
## 6241                                Falcon Heights       MN
## 6242                                Yosemite Lakes       CA
## 6243                                       Palermo       CA
## 6244                                     Polk City       IA
## 6245                                    Tonganoxie       KS
## 6246                                     Pawcatuck       CT
## 6247                                    James City       NC
## 6248                                      Rockdale       TX
## 6249                                          Iola       KS
## 6250                                       Chadron       NE
## 6251                                    Offutt AFB       NE
## 6252                                      Vauxhall       NJ
## 6253                                     Minot AFB       ND
## 6254                                    Strawberry       CA
## 6255                                       Beckett       NJ
## 6256                                     Waimanalo       HI
## 6257                                    Twin Lakes       CA
## 6258                                Merion Station       PA
## 6259                                   Bargaintown       NJ
## 6260                                       Roanoke       AL
## 6261                                        Cortez       FL
## 6262                                   Sansom Park       TX
## 6263                                    Eagleville       PA
## 6264                                       Glencoe       AL
## 6265                                    Montevideo       MN
## 6266                                      Olyphant       PA
## 6267                                Mount Plymouth       FL
## 6268                                         Bowie       TX
## 6269                              Englewood Cliffs       NJ
## 6270                           St. Augustine South       FL
## 6271                                   Centerville       IA
## 6272                                     Philomath       OR
## 6273                                   River Ridge       FL
## 6274                                        Parker       TX
## 6275                                         Obetz       OH
## 6276                                       Cameron       TX
## 6277                                    Manchester       MD
## 6278                             North Fond du Lac       WI
## 6279                                 Weldon Spring       MO
## 6280                                      McGregor       TX
## 6281                                  Apple Valley       OH
## 6282                                    Buckhannon       WV
## 6283                                        Colona       IL
## 6284                                  Canal Fulton       OH
## 6285                                     Lewisburg       PA
## 6286                                   Waynesville       MO
## 6287                                     Guadalupe       AZ
## 6288                                   La Crescent       MN
## 6289                                        Walton       KY
## 6290                                       Anamosa       IA
## 6291                                   The Meadows       FL
## 6292                                     Belvedere       SC
## 6293                                          Moab       UT
## 6294                                   Sierra View       PA
## 6295                                         Brush       CO
## 6296                           Batesburg-Leesville       SC
## 6297                                     Ledgewood       NJ
## 6298                                      Abingdon       MD
## 6299                                        Violet       LA
## 6300                                South Pasadena       FL
## 6301                                     Hollywood       SC
## 6302                                      Woodside       CA
## 6303                                     Belleview       FL
## 6304                            Peppermill Village       MD
## 6305                                      Berkeley       IL
## 6306                                    Fox Chapel       PA
## 6307                                    Titusville       PA
## 6308                                        Angier       NC
## 6309                                     Winterset       IA
## 6310                                 Boulder Creek       CA
## 6311                                       Blakely       GA
## 6312                                          Pana       IL
## 6313                                 Rincon Valley       AZ
## 6314                                Columbia Falls       MT
## 6315                                   Spirit Lake       IA
## 6316                                       Redland       AL
## 6317                                     Richlands       VA
## 6318                                       Mayfair       CA
## 6319                                     Northlake       TX
## 6320                                        Cicero       IN
## 6321                                    Kensington       CA
## 6322                                       Brewton       AL
## 6323                               West Ocean City       MD
## 6324                             Zephyrhills South       FL
## 6325                                       Chester       SC
## 6326                                        Albion       NY
## 6327                                 Big Stone Gap       VA
## 6328                                      Duquesne       PA
## 6329                                    Okeechobee       FL
## 6330                                     Whitfield       PA
## 6331                                  Uhrichsville       OH
## 6332                                      Oakhurst       CA
## 6333                                  Williamsburg       KY
## 6334                                     Clementon       NJ
## 6335                              North Manchester       IN
## 6336                                      Penn Yan       NY
## 6337                                   Springfield       MI
## 6338                                     Calistoga       CA
## 6339                                     Lehighton       PA
## 6340                              Schuylkill Haven       PA
## 6341                                 Pinckneyville       IL
## 6342                                 Whiskey Creek       FL
## 6343                                   Firthcliffe       NY
## 6344                              Neshanic Station       NJ
## 6345                                  Breckenridge       TX
## 6346                                      Blauvelt       NY
## 6347                                       Carlyss       LA
## 6348                                        Dunlap       TN
## 6349                                        Benson       AZ
## 6350                                        Dundee       MI
## 6351                                        Vinita       OK
## 6352                                     Coal City       IL
## 6353                                         Salem       NJ
## 6354                                        Hazard       KY
## 6355                                    West Hills       NY
## 6356                                        Fulton       MD
## 6357                                        Aubrey       TX
## 6358                                       Central       SC
## 6359                                       Kayenta       AZ
## 6360                                    Las Flores       CA
## 6361                                       Tehaleh       WA
## 6362                                    West Salem       WI
## 6363                                      Glenwood       IA
## 6364                                  Cave Springs       AR
## 6365                                   Williamston       NC
## 6366                                     Tucumcari       NM
## 6367                               Battlement Mesa       CO
## 6368                                      Midfield       AL
## 6369                                   McGuire AFB       NJ
## 6370                                       Trooper       PA
## 6371                                       Chardon       OH
## 6372                                        Tipton       IN
## 6373                                  Eaton Rapids       MI
## 6374                                     Gladstone       MI
## 6375                                     Hoopeston       IL
## 6376                               Windsor Heights       IA
## 6377                              New Martinsville       WV
## 6378                                   Port Isabel       TX
## 6379                                        Sultan       WA
## 6380                                      Highwood       IL
## 6381                                    North Oaks       MN
## 6382                                         Lares       PR
## 6383                                        Bangor       PA
## 6384                                 Reminderville       OH
## 6385                          Samsula-Spruce Creek       FL
## 6386                                          Tice       FL
## 6387                                        Veneta       OR
## 6388                                     Tallassee       AL
## 6389                                        Center       TX
## 6390                                     Wind Lake       WI
## 6391                                     Northwood       OH
## 6392                            East Hampton North       NY
## 6393                                    Nassau Bay       TX
## 6394                                 Mechanicville       NY
## 6395                                    St. Robert       MO
## 6396                                     Cramerton       NC
## 6397                                        Morris       MN
## 6398                                     Verdigris       OK
## 6399                                         Utica       MI
## 6400                                    Brookshire       TX
## 6401                                           Ada       OH
## 6402                                    Charleston       MO
## 6403                                     Tillamook       OR
## 6404                                       Bolivar       TN
## 6405                                   Carle Place       NY
## 6406                                   Dorneyville       PA
## 6407                                      Elmsford       NY
## 6408                                        Porter       IN
## 6409                                      Westvale       NY
## 6410                                        Cutler       CA
## 6411                                      Thatcher       AZ
## 6412                                 Crawfordville       FL
## 6413                                 Orchard Homes       MT
## 6414                                        Sparks       TX
## 6415                                       Ettrick       VA
## 6416                                       Primera       TX
## 6417                                       Allegan       MI
## 6418                                      Mayville       WI
## 6419                                      Buellton       CA
## 6420                                        Polson       MT
## 6421                              Northwest Harbor       NY
## 6422                               Shanor-Northvue       PA
## 6423                                     Kingsford       MI
## 6424                                    Three Oaks       FL
## 6425                                       Bristol       WI
## 6426                                        Linton       IN
## 6427                                    Iowa Falls       IA
## 6428                                        Goshen       CA
## 6429                               Candlewick Lake       IL
## 6430                              Wheatley Heights       NY
## 6431                                      Ironwood       MI
## 6432                                          Hugo       OK
## 6433                                   Benton Park       CA
## 6434                                      San Leon       TX
## 6435                                       Hendron       KY
## 6436                                     Johnstown       OH
## 6437                                      Cherokee       IA
## 6438                            West Pleasant View       CO
## 6439                                  Forked River       NJ
## 6440                                         Genoa       IL
## 6441                                  Turtle Creek       PA
## 6442                                       Camilla       GA
## 6443                              Grandyle Village       NY
## 6444                                         Monee       IL
## 6445                                       Pacheco       CA
## 6446                                         Brady       TX
## 6447                                    Fort Meade       FL
## 6448                                     Grambling       LA
## 6449                                    Troy Hills       NJ
## 6450                               Lake Pocotopaug       CT
## 6451                                 East Moriches       NY
## 6452                          Cape May Court House       NJ
## 6453                                     Utqiagvik       AK
## 6454                                 Clarks Summit       PA
## 6455                                        Dundee       FL
## 6456                               St. Clairsville       OH
## 6457                                     Lake City       MN
## 6458                                    Alexandria       IN
## 6459                                     Birdsboro       PA
## 6460                                       Layhill       MD
## 6461                                      Imperial       MO
## 6462                                      Margaret       AL
## 6463                                    Marksville       LA
## 6464                                     Hyde Park       UT
## 6465                                      Wildwood       NJ
## 6466                                    Terryville       CT
## 6467                     Lochmoor Waterway Estates       FL
## 6468                                        Gretna       NE
## 6469                                       Elverta       CA
## 6470                              El Cerro Mission       NM
## 6471                                       Davison       MI
## 6472                                 Lemmon Valley       NV
## 6473                                 Redwood Falls       MN
## 6474                                       Buckley       WA
## 6475                                      Edinboro       PA
## 6476                                         Milan       IL
## 6477                                     Concordia       KS
## 6478                                        Temple       GA
## 6479                                     Ellisburg       NJ
## 6480                                        Cheraw       SC
## 6481                                      Savannah       MO
## 6482                             East Port Orchard       WA
## 6483                                Granite Shoals       TX
## 6484                                    Doney Park       AZ
## 6485                          Daytona Beach Shores       FL
## 6486                                  Breckenridge       CO
## 6487                                     Sea Cliff       NY
## 6488                                  Lawrenceburg       IN
## 6489                                    Tara Hills       CA
## 6490                                     Bluefield       VA
## 6491                                     Wadesboro       NC
## 6492                                    Manchester       IA
## 6493                                 West Hazleton       PA
## 6494                                  Ampere North       NJ
## 6495                                Raynham Center       MA
## 6496                                  Chamberlayne       VA
## 6497                                   East Quogue       NY
## 6498                                 Big Bear Lake       CA
## 6499                           Bear Valley Springs       CA
## 6500                                   Vandergrift       PA
## 6501                               Marlene Village       OR
## 6502                                 Flagler Beach       FL
## 6503                                        Wilmer       TX
## 6504                                   Morganville       NJ
## 6505                                  Madisonville       TN
## 6506                                   Winona Lake       IN
## 6507                                          Alva       OK
## 6508                                       Hampton       MD
## 6509                                    Springdale       MD
## 6510                                      Fishhook       AK
## 6511                                      Sawmills       NC
## 6512                                   Dove Valley       CO
## 6513                          Warm Mineral Springs       FL
## 6514                                  Munroe Falls       OH
## 6515                                   Crosspointe       VA
## 6516                                      Lakeport       CA
## 6517                                 Terrell Hills       TX
## 6518                                     Edgewater       CO
## 6519                                  Kenneth City       FL
## 6520                                          Balm       FL
## 6521                                   Frankenmuth       MI
## 6522                                        Añasco       PR
## 6523                                  Ashland City       TN
## 6524                                     West York       PA
## 6525                                       Manheim       PA
## 6526                               Glasgow Village       MO
## 6527                                       Cochran       GA
## 6528                                      Tichigan       WI
## 6529                                        Duryea       PA
## 6530                                  Swoyersville       PA
## 6531                                  Lake Goodwin       WA
## 6532                                     Ave Maria       FL
## 6533                                    Winchester       IN
## 6534                                    Todd Creek       CO
## 6535                               Carrizo Springs       TX
## 6536                                         Carmi       IL
## 6537                                        Orange       VA
## 6538                              South Barrington       IL
## 6539                                       Suncook       NH
## 6540                                       Willits       CA
## 6541                                     Albertson       NY
## 6542                                       Kahaluu       HI
## 6543                                        Medina       TX
## 6544                                  Saranac Lake       NY
## 6545                                 Black Diamond       WA
## 6546                                  Circle Pines       MN
## 6547                                   Crouch Mesa       NM
## 6548                                         Byram       CT
## 6549                                     Lexington       OH
## 6550                                      Westmont       PA
## 6551                                     King City       OR
## 6552                                         Ayden       NC
## 6553                               Pleasant Garden       NC
## 6554                                    Port Allen       LA
## 6555                                        Baxley       GA
## 6556                                    Lone Grove       OK
## 6557                                      Giddings       TX
## 6558                                  Collegeville       PA
## 6559                                       Ardsley       NY
## 6560                                        Jasper       FL
## 6561                                     Fairfield       IL
## 6562                                    Bret Harte       CA
## 6563                                        Sparta       TN
## 6564                                       Sulphur       OK
## 6565                                   Delhi Hills       OH
## 6566                              Cherokee Village       AR
## 6567                                      Demarest       NJ
## 6568                                      Aberdeen       MS
## 6569                                      Paxtonia       PA
## 6570                                  Butler Beach       FL
## 6571                                       Ahoskie       NC
## 6572                                     Holtville       AL
## 6573                                        Semmes       AL
## 6574                                        Summit       AZ
## 6575                                      Avondale       LA
## 6576                                 West Sayville       NY
## 6577                                        Medina       TN
## 6578                                        Moyock       NC
## 6579                                    Sandy Oaks       TX
## 6580                                   Pearl Beach       MI
## 6581                                Fussels Corner       FL
## 6582                                    Bridgeport       PA
## 6583                                  Forest Hills       TN
## 6584                                       Jackson       CA
## 6585                                      Wauchula       FL
## 6586                                    Dodgeville       WI
## 6587                                        Bisbee       AZ
## 6588                               Rainbow Springs       FL
## 6589                                       Brielle       NJ
## 6590                                      Meridian       CO
## 6591                                     Gibraltar       MI
## 6592                                   Floral City       FL
## 6593                                        Vinton       IA
## 6594                                        Berlin       MD
## 6595                                    Smithville       TN
## 6596                                Olympia Fields       IL
## 6597                                   Creve Coeur       IL
## 6598                                    Christiana       TN
## 6599                                   West Elmira       NY
## 6600                                          Coco       PR
## 6601                                      Headland       AL
## 6602                                      Progreso       TX
## 6603                                        Sonora       CA
## 6604                                     Vancleave       MS
## 6605                            Lower Grand Lagoon       FL
## 6606                                    Los Chaves       NM
## 6607                                      Columbia       KY
## 6608                                  Timber Pines       FL
## 6609                                    Cave Creek       AZ
## 6610                                       Luverne       MN
## 6611                                    Whiteville       TN
## 6612                                 Lake Wildwood       CA
## 6613                                      Glendive       MT
## 6614                                        Zapata       TX
## 6615                                   Chittenango       NY
## 6616                                      Dellwood       MO
## 6617                                    Chain Lake       WA
## 6618                                       Needles       CA
## 6619                                         Rigby       ID
## 6620                                       Desloge       MO
## 6621                                Sergeant Bluff       IA
## 6622                                   Osage Beach       MO
## 6623                                        Keyser       WV
## 6624                                      Saltillo       MS
## 6625                                  Edwardsville       PA
## 6626                               Manitou Springs       CO
## 6627                                        Hudson       TX
## 6628                                        Harlan       IA
## 6629                                     Daleville       AL
## 6630                                       Lindale       GA
## 6631                                    Royersford       PA
## 6632                           Stafford Courthouse       VA
## 6633                                      Sheridan       AR
## 6634                                 Treasure Lake       PA
## 6635                                  Stock Island       FL
## 6636                                        Denair       CA
## 6637                               Rio Communities       NM
## 6638                                      Franklin       NJ
## 6639                                     Abbeville       SC
## 6640                                   Island Park       NY
## 6641                                   Salton City       CA
## 6642                                          Vail       CO
## 6643                                 Granite Falls       NC
## 6644                                       Telford       PA
## 6645                                    Middletown       MD
## 6646                                     Fellsmere       FL
## 6647                                 Social Circle       GA
## 6648                                    Jeanerette       LA
## 6649                                     Winnsboro       LA
## 6650                                     Silverton       OH
## 6651                                   New Freedom       PA
## 6652                                       Connell       WA
## 6653                                      Crossett       AR
## 6654                                    Valparaiso       FL
## 6655                                       LaBelle       FL
## 6656                                    New Castle       CO
## 6657                                   Guerneville       CA
## 6658                                   Union Grove       WI
## 6659                                      Bay Hill       FL
## 6660                                     Nashville       GA
## 6661                            Ridge Wood Heights       FL
## 6662                                    Shenandoah       IA
## 6663                           Spring Lake Heights       NJ
## 6664                                      Colville       WA
## 6665                                    White City       FL
## 6666                                          Omak       WA
## 6667                                    Montgomery       GA
## 6668                                     Louisburg       KS
## 6669                                 East Freehold       NJ
## 6670                                        Noyack       NY
## 6671                                    Sugarcreek       PA
## 6672                                   Rocky Mount       VA
## 6673                                        Senoia       GA
## 6674                                        Becker       MN
## 6675                                     Creedmoor       NC
## 6676                                    Palos Park       IL
## 6677                                      Westlake       LA
## 6678                                    Myrtletown       CA
## 6679                                   Adairsville       GA
## 6680                                    Springhill       LA
## 6681                                       Oakwood       GA
## 6682                                  Phoenix Lake       CA
## 6683                               Crystal Springs       MS
## 6684                                    Green Tree       PA
## 6685                                     Lee Acres       NM
## 6686                                       Robbins       IL
## 6687                                   Pinardville       NH
## 6688                                   Smith Mills       MA
## 6689                                    Hillandale       MD
## 6690                                      Palmetto       GA
## 6691                                       Worland       WY
## 6692                                         Sayre       OK
## 6693                                     Glen Head       NY
## 6694                                     Lindstrom       MN
## 6695                                      Piedmont       AL
## 6696                                      Richwood       LA
## 6697                                   Penns Grove       NJ
## 6698                                North Westport       MA
## 6699                                     Pendleton       IN
## 6700                                  Medical Lake       WA
## 6701                                      Ogallala       NE
## 6702                                       Mineola       TX
## 6703                                 Fountain Hill       PA
## 6704                                  Indian Wells       CA
## 6705                                    Blue Point       NY
## 6706                                  Baldwin City       KS
## 6707                                      Holbrook       AZ
## 6708                                    Whiteville       NC
## 6709                                      Sheridan       OR
## 6710                                   Bridgeville       PA
## 6711                                 Simonton Lake       IN
## 6712                                 Pleasant View       TN
## 6713                                    Flemington       NJ
## 6714                             South Bound Brook       NJ
## 6715                                   Willow Park       TX
## 6716                                      Oak Hill       TN
## 6717                                    Shady Side       MD
## 6718                                    Kingfisher       OK
## 6719                                      Winfield       AL
## 6720                                  Three Points       AZ
## 6721                                    Monticello       LA
## 6722                                       Clinton       IN
## 6723                                      Brisbane       CA
## 6724                                       Barling       AR
## 6725                                        Gilmer       TX
## 6726                               Harrington Park       NJ
## 6727                                     Odenville       AL
## 6728                                    Coarsegold       CA
## 6729                        Nassau Village-Ratliff       FL
## 6730                                         Flora       IL
## 6731                                     Cheboygan       MI
## 6732                                Lake Wisconsin       WI
## 6733                                        Arnold       PA
## 6734                                   Flower Hill       NY
## 6735                              Moses Lake North       WA
## 6736                                          Holt       AL
## 6737                                    Whitehouse       OH
## 6738                                 Miami Heights       OH
## 6739                                       Shelley       ID
## 6740                                      Chisholm       MN
## 6741                                     Princeton       MN
## 6742                                         Luray       VA
## 6743                                     Fortville       IN
## 6744                                          Spry       PA
## 6745                               Elko New Market       MN
## 6746                                         Heeia       HI
## 6747                                       Kalaheo       HI
## 6748                                       Jackson       AL
## 6749                                  Pleasant Run       OH
## 6750                                       Grafton       WV
## 6751                                       Salinas       PR
## 6752                                     St. Clair       MO
## 6753                                      Clarcona       FL
## 6754                                       Tuscola       IL
## 6755                                  Childersburg       AL
## 6756                                  Coopersville       MI
## 6757                                    Chatsworth       GA
## 6758                                     Long View       NC
## 6759                                         Hiram       GA
## 6760                                     Northvale       NJ
## 6761                                  Ottawa Hills       OH
## 6762                                     Reedurban       OH
## 6763                              Whispering Pines       NC
## 6764                                  Archer Lodge       NC
## 6765                                       Berwick       LA
## 6766                                 Meadows Place       TX
## 6767                                        DeWitt       MI
## 6768                                         Wahoo       NE
## 6769                                        Avalon       PA
## 6770                                  Big Pine Key       FL
## 6771                                    Gang Mills       NY
## 6772                                     St. James       MN
## 6773                                        Windom       MN
## 6774                          Point Pleasant Beach       NJ
## 6775                                   Springville       AL
## 6776                                      Humboldt       IA
## 6777                                         Piney       AR
## 6778                                  Crystal City       MO
## 6779                                        Midway       NC
## 6780                                       Raeford       NC
## 6781                                Mount Pleasant       TN
## 6782                                      Woodmore       MD
## 6783                                    Brookridge       FL
## 6784                                East Palestine       OH
## 6785                                       Lebanon       IL
## 6786                                        Benton       KY
## 6787                                   Littlestown       PA
## 6788                              Beach Haven West       NJ
## 6789                                 Montoursville       PA
## 6790                                 Naval Academy       MD
## 6791                               Vandercook Lake       MI
## 6792                                     Rock Hill       MO
## 6793                                        Swartz       LA
## 6794                                     Pinehurst       TX
## 6795                                  South Tucson       AZ
## 6796                                   Wright City       MO
## 6797                                 The Pinehills       MA
## 6798                                        Potosi       TX
## 6799                              Oak Park Heights       MN
## 6800                                   South Haven       IN
## 6801                                          Mead       CO
## 6802                                        Denton       MD
## 6803                                   Platte City       MO
## 6804                               Golden Triangle       NJ
## 6805                                    Lake Worth       TX
## 6806                               Fox River Grove       IL
## 6807                                         Deale       MD
## 6808                                        Mather       CA
## 6809                                    Lake Tansi       TN
## 6810                                New Burlington       OH
## 6811                                    Greenacres       CA
## 6812                                South Sarasota       FL
## 6813                                     Brewerton       NY
## 6814                              Dripping Springs       TX
## 6815                                      Lakeview       GA
## 6816                                  Higginsville       MO
## 6817                                        Kenmar       PA
## 6818                                         Kanab       UT
## 6819                                         Aledo       TX
## 6820                                  Edwardsville       KS
## 6821                                   West Milton       OH
## 6822                                       Landing       NJ
## 6823                                Silver Springs       NV
## 6824                                Roseburg North       OR
## 6825                                     East Troy       WI
## 6826                                       Bigfork       MT
## 6827                                    Kingsville       MD
## 6828                                    Jenkintown       PA
## 6829                               Michigan Center       MI
## 6830                                       Ashland       MO
## 6831                                    Santa Ynez       CA
## 6832                                      Rockmart       GA
## 6833                                 West Pittston       PA
## 6834                                     Highlands       NJ
## 6835                                 Hickory Creek       TX
## 6836                                    Montebello       NY
## 6837                                        Bremen       IN
## 6838                                      Westwood       KY
## 6839                                       Jackson       LA
## 6840                                  Mount Carmel       OH
## 6841                                      Alvarado       TX
## 6842                                     Watertown       MN
## 6843                                      Negaunee       MI
## 6844                                   King George       VA
## 6845                                     Tontitown       AR
## 6846                                   Wrightsboro       NC
## 6847                                      Prospect       KY
## 6848                       Helena Valley Northwest       MT
## 6849                               Millis-Clicquot       MA
## 6850                                  Spring House       PA
## 6851                                        Wapato       WA
## 6852                                       Haleiwa       HI
## 6853                                      Staunton       IL
## 6854                                      Richwood       TX
## 6855                                       Lemoyne       PA
## 6856                                       Valdese       NC
## 6857                                  Briar Chapel       NC
## 6858                                     Long Hill       CT
## 6859                              Charlotte Harbor       FL
## 6860                                   Hurstbourne       KY
## 6861                                        Aurora       NE
## 6862                                   Centreville       MD
## 6863                                  Neptune City       NJ
## 6864                                    South Hill       VA
## 6865                                  Little Falls       NY
## 6866                                      Sawgrass       FL
## 6867                                      Hamilton       MT
## 6868                                 Mount Ephraim       NJ
## 6869                                    New Boston       TX
## 6870                                   West Laurel       MD
## 6871                                       Watseka       IL
## 6872                                         Salem       MO
## 6873                                        Lorane       PA
## 6874                                     Dansville       NY
## 6875                                   Rogersville       TN
## 6876                             Fort Pierce South       FL
## 6877                         Quinnipiac University       CT
## 6878                                     Le Claire       IA
## 6879                                    Stone Park       IL
## 6880                              Stafford Springs       CT
## 6881                               Prairie Heights       WA
## 6882                                     Hawthorne       NY
## 6883                                     Canastota       NY
## 6884                                East Merrimack       NH
## 6885                                      Lonsdale       MN
## 6886                                     Hollister       MO
## 6887                                     Mansfield       LA
## 6888                                     Flourtown       PA
## 6889                                  Bethel Manor       VA
## 6890                                    Orangeburg       NY
## 6891                                   Royal Pines       NC
## 6892                                       McSwain       CA
## 6893                                         Perry       OK
## 6894                                      Glendale       CO
## 6895                                       Paulden       AZ
## 6896                                         Erwin       NC
## 6897                                   Herculaneum       MO
## 6898                                    Waynesboro       MS
## 6899                                     Evansdale       IA
## 6900                          Leisure Village East       NJ
## 6901                                Ste. Genevieve       MO
## 6902                    Friendship Heights Village       MD
## 6903                                      El Jebel       CO
## 6904                                 Okauchee Lake       WI
## 6905                                      Elberton       GA
## 6906                                     Swannanoa       NC
## 6907                                  Shady Hollow       TX
## 6908                         Morgan's Point Resort       TX
## 6909                                      Dilworth       MN
## 6910                                     Mattituck       NY
## 6911                               East Petersburg       PA
## 6912                                       Bayside       WI
## 6913                                     Lexington       MO
## 6914                                   Ridge Manor       FL
## 6915                                      Buckhead       GA
## 6916                                      Rockford       MN
## 6917                                    Union Mill       VA
## 6918                                       Whiting       IN
## 6919                                          Post       TX
## 6920                                  Newton Falls       OH
## 6921                                        Donora       PA
## 6922                                       Beecher       IL
## 6923                                  Clintonville       WI
## 6924                                    Wrightwood       CA
## 6925                                  Old Westbury       NY
## 6926                                      Cornwall       PA
## 6927                                      Cornelia       GA
## 6928                                        Auburn       IL
## 6929                                        Diboll       TX
## 6930                                  Penn Estates       PA
## 6931                                       Hancock       MI
## 6932                                    California       MO
## 6933                                   Searingtown       NY
## 6934                                     Oak Point       TX
## 6935                                     Randleman       NC
## 6936                                        Hearne       TX
## 6937                             Lake of the Pines       CA
## 6938                                    Jim Thorpe       PA
## 6939                                      Camanche       IA
## 6940                            Emerald Lake Hills       CA
## 6941                                Boulevard Park       WA
## 6942                                    Ellisville       MS
## 6943                                        Jessup       PA
## 6944                                    Blythewood       SC
## 6945                          Indian Mountain Lake       PA
## 6946                                 Seat Pleasant       MD
## 6947                                       Goddard       KS
## 6948                                      Falmouth       VA
## 6949                       Hutchinson Island South       FL
## 6950                                          Buhl       ID
## 6951                                      Sullivan       IL
## 6952                                    Dardanelle       AR
## 6953                                    Falfurrias       TX
## 6954                                     Centralia       MO
## 6955                                        Dexter       MI
## 6956                                   Sauk Centre       MN
## 6957                                American Falls       ID
## 6958                                      Florence       MS
## 6959                                  Sellersville       PA
## 6960                                      Barnwell       SC
## 6961                                        Massac       KY
## 6962                                   Hummelstown       PA
## 6963                                        Oconto       WI
## 6964                                       Nowthen       MN
## 6965                                Baxter Village       SC
## 6966                                        Armona       CA
## 6967                                  Silverthorne       CO
## 6968                                       Midland       NC
## 6969                                 West Wendover       NV
## 6970                                     New Roads       LA
## 6971                                Wolverine Lake       MI
## 6972                                    Summerside       OH
## 6973                                  Poplar Grove       IL
## 6974                                     Wanamassa       NJ
## 6975                                        Winona       MS
## 6976                               Boiling Springs       NC
## 6977                             North Kansas City       MO
## 6978                                      Archbold       OH
## 6979                                 Granite Hills       CA
## 6980                                      Kimberly       ID
## 6981                                    Greenville       KY
## 6982                                         Wauna       WA
## 6983                                     Rio Bravo       TX
## 6984                                      Ashville       OH
## 6985                        Ocean Bluff-Brant Rock       MA
## 6986                                      Reidland       KY
## 6987                                West Bay Shore       NY
## 6988                                         Tulia       TX
## 6989                                  Mount Vernon       IA
## 6990                                     Crestline       OH
## 6991                                  West Reading       PA
## 6992                                  Madisonville       TX
## 6993                           Crooked River Ranch       OR
## 6994                                    Berryville       VA
## 6995                                Highland Lakes       NJ
## 6996                            Breckenridge Hills       MO
## 6997                                     Jonesboro       GA
## 6998                                       Menands       NY
## 6999                                         Buena       NJ
## 7000                                      Lakewood       IL
## 7001                             South Brooksville       FL
## 7002                                         Eagar       AZ
## 7003                                     Broadmoor       CA
## 7004                                       La Joya       TX
## 7005                                       Thiells       NY
## 7006                                     June Park       FL
## 7007                                        Tiffin       IA
## 7008                                   Beattystown       NJ
## 7009                                    Georgetown       OH
## 7010                                  Taylor Creek       FL
## 7011                                       Grayson       GA
## 7012                                          Riva       MD
## 7013                                     Blackwood       NJ
## 7014                                       Gifford       FL
## 7015                                        Armonk       NY
## 7016                                   Weaverville       NC
## 7017                                    Coopertown       TN
## 7018                                     Farmville       NC
## 7019                                     Elk Ridge       UT
## 7020                                 Horseshoe Bay       TX
## 7021                                       Pascoag       RI
## 7022                                  Mount Vernon       MO
## 7023                                   East Camden       SC
## 7024                                     Sunnyside       CA
## 7025                                      Narberth       PA
## 7026                                Mountain Lakes       NJ
## 7027                                      Beaufort       NC
## 7028                                   Brooktrails       CA
## 7029                                    San Carlos       AZ
## 7030                                        Farley       KY
## 7031                                      Tazewell       VA
## 7032                                     Moon Lake       FL
## 7033                                Portola Valley       CA
## 7034                                     Glassport       PA
## 7035                                      Grantley       PA
## 7036                                       Edenton       NC
## 7037                                       Fremont       MI
## 7038                                       Phoenix       OR
## 7039                                         Mecca       CA
## 7040                                Grant-Valkaria       FL
## 7041                                   Denver City       TX
## 7042                                 Granite Falls       WA
## 7043                                      Adjuntas       PR
## 7044                                      Palacios       TX
## 7045                                       Newport       VT
## 7046                                   Leonardtown       MD
## 7047                                Cross Mountain       TX
## 7048                                Paradise Hills       NM
## 7049                                      Edgewood       OH
## 7050                               Carolina Shores       NC
## 7051                                       Newport       SC
## 7052                                        Justin       TX
## 7053                                   Huber Ridge       OH
## 7054                                        Beaver       PA
## 7055                                      Cortland       IL
## 7056                                       Mosinee       WI
## 7057                                  Wood Village       OR
## 7058                                     Hanamaulu       HI
## 7059                                     Edgefield       SC
## 7060                                     Pittsboro       NC
## 7061                                      Hartwell       GA
## 7062                                        Ottawa       OH
## 7063                                       Viroqua       WI
## 7064                                      Calcutta       OH
## 7065                                    Orangetree       FL
## 7066                  Brittany Farms-The Highlands       PA
## 7067                                       Garwood       NJ
## 7068                                     Esperance       WA
## 7069                                      Rosedale       WA
## 7070                                        Selmer       TN
## 7071                                     Clarkdale       AZ
## 7072                                  Holts Summit       MO
## 7073                                       Pupukea       HI
## 7074                            Atlantic Highlands       NJ
## 7075                                      Haughton       LA
## 7076                                        Mathis       TX
## 7077                                         Lavon       TX
## 7078                                          Enon       VA
## 7079                                          Argo       AL
## 7080                                     Honesdale       PA
## 7081                                        Verona       VA
## 7082                                     La Grange       TX
## 7083                                     Coldwater       OH
## 7084                                       Madison       GA
## 7085                                   Hokes Bluff       AL
## 7086                         Carmel Valley Village       CA
## 7087                                     Rose Hill       KS
## 7088                                     Scottdale       PA
## 7089                                   Blanchester       OH
## 7090                                         Eldon       MO
## 7091                         Hunters Creek Village       TX
## 7092                                       Barclay       NJ
## 7093                                         Ranlo       NC
## 7094                                   China Grove       NC
## 7095                              Bloomfield Hills       MI
## 7096                                   Pilot Point       TX
## 7097                                    Perryville       MD
## 7098                                 Bowling Green       MO
## 7099                                       Buffalo       WY
## 7100                                   Summerville       GA
## 7101                               Waimanalo Beach       HI
## 7102                                    Lillington       NC
## 7103                                       La Vale       MD
## 7104                                        Dawson       GA
## 7105                                        Marlow       OK
## 7106                                   Van Alstyne       TX
## 7107                                        Ludlow       KY
## 7108                                Mountain Grove       MO
## 7109                                 South Greeley       WY
## 7110                                   Minersville       PA
## 7111                                        Kaplan       LA
## 7112                                    Marseilles       IL
## 7113                                       Wayland       MI
## 7114                                    Adamsville       AL
## 7115                                    Scott City       MO
## 7116                               Harbison Canyon       CA
## 7117                                Prairie du Sac       WI
## 7118                                Gordon Heights       NY
## 7119                              Longview Heights       WA
## 7120                                Panther Valley       NJ
## 7121                                     Boalsburg       PA
## 7122                                     Thornwood       NY
## 7123                                    Huntingdon       TN
## 7124                                        Canton       NC
## 7125                                North Braddock       PA
## 7126                                       Chester       MD
## 7127                                   Paintsville       KY
## 7128                                       Forsyth       GA
## 7129                                      Soldotna       AK
## 7130                                     Lafayette       OR
## 7131                                       Wayzata       MN
## 7132                                     Deer Park       WA
## 7133                                 Shannon Hills       AR
## 7134                                       Russell       KS
## 7135                                Lake Montezuma       AZ
## 7136                                      Tarentum       PA
## 7137                                      Ligonier       IN
## 7138                             Clearlake Riviera       CA
## 7139                                       Newport       NC
## 7140                          Castle Pines Village       CO
## 7141                               National Harbor       MD
## 7142                                        Mystic       CT
## 7143                                      Estacada       OR
## 7144                                       Lenwood       CA
## 7145                                     Pittsburg       TX
## 7146                                       Maytown       PA
## 7147                                       Comerío       PR
## 7148                                      Folkston       GA
## 7149                                        Devine       TX
## 7150                                      Hayfield       VA
## 7151                                      Prescott       WI
## 7152                                     Lexington       WA
## 7153                                       Ivanhoe       CA
## 7154                                   Centreville       IL
## 7155                                       Samoset       FL
## 7156                                    Haleyville       AL
## 7157                                        Wamego       KS
## 7158                                     Galeville       NY
## 7159                                      Unalaska       AK
## 7160                                          Lolo       MT
## 7161                                    Louisville       TN
## 7162                                        Argyle       TX
## 7163                                 New Lexington       OH
## 7164                                    Shenandoah       PA
## 7165                                       Farrell       PA
## 7166                                      Magnolia       NJ
## 7167                                       Waverly       NY
## 7168                                      Normandy       MO
## 7169                                       Hampton       IA
## 7170                                     Ford City       CA
## 7171                                      Hometown       IL
## 7172                                    Oak Valley       NJ
## 7173                              Fox Farm-College       WY
## 7174                                        Belton       SC
## 7175                                   Nelsonville       OH
## 7176                                          Caro       MI
## 7177                                       Medford       WI
## 7178                                       Vilonia       AR
## 7179                                 Isle of Palms       SC
## 7180                                       Hamburg       PA
## 7181                                         Lamar       MO
## 7182                                       Mauston       WI
## 7183                                     Whitfield       FL
## 7184                                        Butler       MO
## 7185                              Suncoast Estates       FL
## 7186                                 Lawrenceville       IL
## 7187                                Dewey-Humboldt       AZ
## 7188                                    Hallsville       TX
## 7189                                     Westville       NJ
## 7190                                         Moxee       WA
## 7191                             North Terre Haute       IN
## 7192                                   Scottsville       KY
## 7193                                   West Peoria       IL
## 7194                                        Breese       IL
## 7195                                      Rockwell       AR
## 7196                                     Harrogate       TN
## 7197                                     Saukville       WI
## 7198                                      Kewaskum       WI
## 7199                                        Huxley       IA
## 7200                                     Jonesboro       LA
## 7201                                     Edinburgh       IN
## 7202                                     Reedsport       OR
## 7203                                       Pantops       VA
## 7204                                  Cedar Knolls       NJ
## 7205                                      Buchanan       MI
## 7206                                     La Verkin       UT
## 7207                                 Bradley Beach       NJ
## 7208                                   Forest City       IA
## 7209                                        Wadena       MN
## 7210                                  Hebbronville       TX
## 7211                                  Fayetteville       NY
## 7212                                      Danville       PA
## 7213                                       Metzger       OR
## 7214                                       Wiggins       MS
## 7215                                 French Island       WI
## 7216                                 Barboursville       WV
## 7217                                       Trenton       TN
## 7218                              Crescent Springs       KY
## 7219                                    Dyersville       IA
## 7220                                 Pocomoke City       MD
## 7221                                    Slatington       PA
## 7222                                    Osawatomie       KS
## 7223                                        Locust       NC
## 7224                                      Mulberry       OH
## 7225                                 Fredericktown       MO
## 7226                                        Parker       FL
## 7227                                       Montauk       NY
## 7228                                   Brownsville       LA
## 7229                     The College of New Jersey       NJ
## 7230                                       Fayette       AL
## 7231                                   Sharpsville       PA
## 7232                                        Paxton       IL
## 7233                                    Scott City       KS
## 7234                                      Belleair       FL
## 7235                                         Camuy       PR
## 7236                                   Forest Oaks       NC
## 7237                                Elmira Heights       NY
## 7238                                        Pocola       OK
## 7239                                Southern Shops       SC
## 7240                                          Anna       IL
## 7241                                   Gardnertown       NY
## 7242                                Mount Pleasant       PA
## 7243                                       Bristow       OK
## 7244                                    Sykesville       MD
## 7245                                 Colorado City       TX
## 7246                                      Kutztown       PA
## 7247                                       Bonsall       CA
## 7248                                Sinking Spring       PA
## 7249                             Northwest Harwich       MA
## 7250                                    Longbranch       WA
## 7251                                        Sparta       MI
## 7252                                  Church Point       LA
## 7253                                      Euharlee       GA
## 7254                                    Park Layne       OH
## 7255                          Country Lake Estates       NJ
## 7256                                     Suquamish       WA
## 7257                                      Westport       NC
## 7258                                   Pecan Acres       TX
## 7259                                  East Village       CT
## 7260                                     Ho-Ho-Kus       NJ
## 7261                                   Meadow Lake       NM
## 7262                              North Wilkesboro       NC
## 7263                                North Plymouth       MA
## 7264                                      Chalfont       PA
## 7265                                Highland Beach       FL
## 7266                                     Boyertown       PA
## 7267                                       Ashdown       AR
## 7268                                  Mount Hermon       VA
## 7269                                    Larksville       PA
## 7270                                       Genesee       CO
## 7271                                 Medford Lakes       NJ
## 7272                                         Lyons       GA
## 7273                                      Sullivan       IN
## 7274                                        Chelan       WA
## 7275                              Barrington Hills       IL
## 7276                                       Waverly       TN
## 7277                              Heritage Village       CT
## 7278                                       Nikiski       AK
## 7279                                      Sagamore       MA
## 7280                                   Monte Vista       CO
## 7281                                       Sebring       OH
## 7282                                West Jefferson       OH
## 7283                                  Whiteman AFB       MO
## 7284                                    Laureldale       PA
## 7285                                     Southside       AR
## 7286                                        McLoud       OK
## 7287                                        Maeser       UT
## 7288                                     Brookdale       SC
## 7289                                     Scott AFB       IL
## 7290                                   Springville       NY
## 7291                           Indian River Shores       FL
## 7292                                         Niwot       CO
## 7293                                  Farmers Loop       AK
## 7294                                 Red Oaks Mill       NY
## 7295                                     Charleroi       PA
## 7296                                   Burnt Mills       MD
## 7297                                Slaughterville       OK
## 7298                                         Aldan       PA
## 7299                                       Baldwin       WI
## 7300                              Hawaiian Beaches       HI
## 7301                                    Wellington       OH
## 7302                                  Lisbon Falls       ME
## 7303                                    Forty Fort       PA
## 7304                                    Ellenville       NY
## 7305                                        Geneva       AL
## 7306                                       Waverly       NE
## 7307                                    Broken Bow       OK
## 7308                                       Gaylord       MI
## 7309                         Spring Valley Village       TX
## 7310                                    High Ridge       MO
## 7311                                    Mount Orab       OH
## 7312                                    Buckingham       FL
## 7313                                   Greencastle       PA
## 7314                                  Cannon Falls       MN
## 7315                                    Columbiana       AL
## 7316                                    Greenfield       OH
## 7317                                    Mirrormont       WA
## 7318                                      Freeburg       IL
## 7319                                    Kings Park       VA
## 7320                                     Aumsville       OR
## 7321                                      Chariton       IA
## 7322                                     Nashville       AR
## 7323                                      Smithton       IL
## 7324                                 County Center       VA
## 7325                                     Pea Ridge       FL
## 7326                                          Dorr       MI
## 7327                                     Saw Creek       PA
## 7328                                       Grafton       ND
## 7329                                    Caseyville       IL
## 7330                                     Pipestone       MN
## 7331                                       Dimmitt       TX
## 7332                                       Waverly       OH
## 7333                                    Fruit Hill       OH
## 7334                                        Lonoke       AR
## 7335                                       Hugoton       KS
## 7336                                       Belfair       WA
## 7337                                   Mount Olive       AL
## 7338                                     Jefferson       IA
## 7339                                      Woodruff       SC
## 7340                                   Middleville       MI
## 7341                                  Jersey Shore       PA
## 7342                                    San Carlos       TX
## 7343                             University Center       VA
## 7344                                  Brices Creek       NC
## 7345                                      Le Sueur       MN
## 7346                                      Lyncourt       NY
## 7347                                       Algonac       MI
## 7348                                     Winnfield       LA
## 7349                                      Comanche       TX
## 7350                                     Sheffield       OH
## 7351                                      Columbus       MN
## 7352                                       Ashburn       GA
## 7353                                   Monongahela       PA
## 7354                                   Cold Spring       MN
## 7355                                      De Motte       IN
## 7356                                      Herricks       NY
## 7357                                    Brookfield       MO
## 7358                                   Silver Lake       NJ
## 7359                                   Jacksonwald       PA
## 7360                                 Chagrin Falls       OH
## 7361                                   Mount Olive       NC
## 7362                                     Bellville       TX
## 7363                                Surfside Beach       SC
## 7364                                          Puhi       HI
## 7365                                   Loch Lomond       VA
## 7366                                      Spindale       NC
## 7367                                      Broadway       VA
## 7368                                    Cedarville       OH
## 7369                                       Fairway       KS
## 7370                                    Dallastown       PA
## 7371                                   Clay Center       KS
## 7372                                     Jacksboro       TX
## 7373                                     Danielson       CT
## 7374                                        Apison       TN
## 7375                                        Friona       TX
## 7376                                        Singac       NJ
## 7377                                   Broad Brook       CT
## 7378                                    Lake Darby       OH
## 7379                                Roosevelt Park       MI
## 7380                                  Kirtland AFB       NM
## 7381                                        Canton       TX
## 7382                                         Venus       TX
## 7383                                        Bagdad       FL
## 7384                                  Mullica Hill       NJ
## 7385                                        Pixley       CA
## 7386                                       Peotone       IL
## 7387                                 Valley Grande       AL
## 7388                                  Hawkinsville       GA
## 7389                                North Pembroke       MA
## 7390                                      Aguilita       PR
## 7391                                         Akron       PA
## 7392                                      Franklin       NC
## 7393                                    Falls City       NE
## 7394                                   Spackenkill       NY
## 7395                                    Shrewsbury       NJ
## 7396                                  Holloman AFB       NM
## 7397                                   Level Green       PA
## 7398                                  Skyline View       PA
## 7399                               Lake San Marcos       CA
## 7400                                       Lincoln       ND
## 7401                                      Goodview       MN
## 7402                             Candelaria Arenas       PR
## 7403                            University Gardens       NY
## 7404                                        Linden       MI
## 7405                                Point Pleasant       WV
## 7406                                    Pittsfield       IL
## 7407                               Battle Mountain       NV
## 7408                                      Roebling       NJ
## 7409                                        Ovilla       TX
## 7410                                  Lambertville       NJ
## 7411                                    Whiteriver       AZ
## 7412                                        Lowell       MI
## 7413                                     Rice Lake       MN
## 7414                                      Lansford       PA
## 7415                                    La Cienega       NM
## 7416                                West Milwaukee       WI
## 7417                                         Mills       WY
## 7418                                        Morgan       UT
## 7419                                Pleasant Hills       MD
## 7420                                      Reiffton       PA
## 7421                                  Prestonsburg       KY
## 7422                               Lathrup Village       MI
## 7423                                 Malmstrom AFB       MT
## 7424                                West Bradenton       FL
## 7425                                       Kildeer       IL
## 7426                                       Calcium       NY
## 7427                                       Chester       NY
## 7428                                    Alexandria       AL
## 7429                                    India Hook       SC
## 7430                                  Sunset Beach       NC
## 7431                                    Woodbridge       CA
## 7432                             Garden City South       NY
## 7433                                  Captain Cook       HI
## 7434                                       Burnham       IL
## 7435                                      Westover       WV
## 7436                                        Otsego       MI
## 7437                               Capitol Heights       MD
## 7438                                       Trevose       PA
## 7439                                     Akwesasne       NY
## 7440                                   North Alamo       TX
## 7441                                         Arabi       LA
## 7442                                    Pine Manor       FL
## 7443                                Palmer Heights       PA
## 7444                            Holiday City South       NJ
## 7445                                       Quitman       GA
## 7446                                   Cedar Creek       TX
## 7447                                     Lockeford       CA
## 7448                                      Walhalla       SC
## 7449                                      Meridian       PA
## 7450                                        Throop       PA
## 7451                                  Laguna Beach       FL
## 7452                                      Rosemont       PA
## 7453                                     Oak Grove       TN
## 7454                                     Millstadt       IL
## 7455                                  Cross Plains       WI
## 7456                                     Montesano       WA
## 7457                                   Marine City       MI
## 7458                                       Mullins       SC
## 7459                                       Bystrom       CA
## 7460                                    Green Oaks       IL
## 7461                                  Garden Ridge       TX
## 7462                                  Meiners Oaks       CA
## 7463                                North Muskegon       MI
## 7464                                      Carlisle       IA
## 7465                                       Sherman       IL
## 7466                              Rosewood Heights       IL
## 7467                                         Dumas       AR
## 7468                                     Fleetwood       PA
## 7469                                     Shallotte       NC
## 7470                                    Jourdanton       TX
## 7471                              Indian Head Park       IL
## 7472                                   Great Notch       NJ
## 7473                                       Hatillo       PR
## 7474                                Tarpey Village       CA
## 7475                                        Bethel       WA
## 7476                                   South Haven       MI
## 7477                                       Chilton       WI
## 7478                                    Whitesboro       TX
## 7479                                        Jasper       GA
## 7480                                    Hazlehurst       GA
## 7481                                   Shelbyville       IL
## 7482                                        Leland       MS
## 7483                                   St. Bernard       OH
## 7484                                      Scissors       TX
## 7485                                   Trent Woods       NC
## 7486                                         Elkin       NC
## 7487                                     St. James       MD
## 7488                                Heritage Hills       NY
## 7489                              Pinetop-Lakeside       AZ
## 7490                                     Riverdale       NJ
## 7491                                 Turners Falls       MA
## 7492                                   Williamston       SC
## 7493                                       Clarion       PA
## 7494                                      Bealeton       VA
## 7495                                      McGovern       PA
## 7496                                  Cherry Grove       OH
## 7497                                 Amity Gardens       PA
## 7498                                     Woodville       FL
## 7499                                    Wellsville       UT
## 7500                                       Ridgway       PA
## 7501                                        Fulton       MS
## 7502                                   Wonder Lake       IL
## 7503                                      Metamora       IL
## 7504                                 Lake Sarasota       FL
## 7505                                     Larch Way       WA
## 7506                                      Rosemont       IL
## 7507                                   Park Rapids       MN
## 7508                                   Beavercreek       OR
## 7509                                   Rogersville       MO
## 7510                                   Grape Creek       TX
## 7511                                Cayuga Heights       NY
## 7512                         South Chicago Heights       IL
## 7513                                        Taylor       AZ
## 7514                          Leisure Village West       NJ
## 7515                                   Rock Valley       IA
## 7516                                  Liberty Hill       TX
## 7517                                     Wolf Lake       MI
## 7518                                     Whiteland       IN
## 7519                               Harbour Heights       FL
## 7520                                    North East       MD
## 7521                                   Bayou Vista       LA
## 7522                                      Caldwell       TX
## 7523                                    Venersborg       WA
## 7524                                  Bosque Farms       NM
## 7525                                      Setauket       NY
## 7526                                      Tri-City       OR
## 7527                                     Greendale       IN
## 7528                                        Sparta       IL
## 7529                                       Del Mar       CA
## 7530                                  Castle Hills       TX
## 7531                                    Waynesburg       PA
## 7532                                         Saxon       SC
## 7533                                       Haskell       AR
## 7534                                       Waikapu       HI
## 7535                                          Dupo       IL
## 7536                                        Fenton       MO
## 7537                                   New Lebanon       OH
## 7538                               Running Springs       CA
## 7539                                       Coleman       TX
## 7540                                      Coquille       OR
## 7541                                      McMurray       PA
## 7542                                    Monticello       IA
## 7543                           White House Station       NJ
## 7544                                 Mineral Ridge       OH
## 7545                                    Clearwater       SC
## 7546                                         Magee       MS
## 7547                                           Ely       NV
## 7548                                     Rossville       GA
## 7549                                    Brookville       PA
## 7550                                   Mary Esther       FL
## 7551                                    Belleville       MI
## 7552                                      Mitchell       IN
## 7553                                    Crittenden       KY
## 7554                                         Berne       IN
## 7555                                       Swanton       OH
## 7556                                       Spencer       OK
## 7557                                        Malden       MO
## 7558                               Woodson Terrace       MO
## 7559                                       Scandia       MN
## 7560                                     St. James       MO
## 7561                                 Schnecksville       PA
## 7562                                        Valdez       AK
## 7563                                         Grant       MN
## 7564                                      Spurgeon       TN
## 7565                                       Ainaloa       HI
## 7566                                        Weston       WV
## 7567                                   Weaverville       CA
## 7568                                 South Russell       OH
## 7569                                   St. Charles       MN
## 7570                          Highland-on-the-Lake       NY
## 7571                                         Cozad       NE
## 7572                     Clifton Knolls-Mill Creek       NY
## 7573                                       Vidalia       LA
## 7574                                    Pine Level       AL
## 7575                                        Metter       GA
## 7576                                          Ball       LA
## 7577                                   Tiptonville       TN
## 7578                                       Newport       MN
## 7579                                      Coronita       CA
## 7580                                 Madeira Beach       FL
## 7581                                    Montpelier       OH
## 7582                                        Trappe       PA
## 7583                                        Algood       TN
## 7584                                       Wahneta       FL
## 7585                                      Portland       MI
## 7586                                    Citronelle       AL
## 7587                                   Dell Rapids       SD
## 7588                                 Sullivan City       TX
## 7589                                     Rochester       IL
## 7590                            Warminster Heights       PA
## 7591                                        Duncan       SC
## 7592                                         Baden       PA
## 7593                                       Windber       PA
## 7594                                     Camdenton       MO
## 7595                                       Melwood       MD
## 7596                                     Lancaster       WI
## 7597                                        Dillon       MT
## 7598                                North Richmond       CA
## 7599                               Manhasset Hills       NY
## 7600                                  Port Reading       NJ
## 7601                                      Bellaire       OH
## 7602                                        Oregon       IL
## 7603                                  Williamstown       KY
## 7604                                Carroll Valley       PA
## 7605                                 Santa Venetia       CA
## 7606                                   Pine Island       MN
## 7607                                     Lewisburg       WV
## 7608                                       Raymond       WI
## 7609                                    Livingston       TN
## 7610                                        Oaklyn       NJ
## 7611                                        Austin       IN
## 7612                                      Mulberry       FL
## 7613                                    Smithville       TX
## 7614                                       Manning       SC
## 7615                                    Kittanning       PA
## 7616                                   Seven Lakes       NC
## 7617                                       Lincoln       ID
## 7618                                      Morrison       IL
## 7619                                Benton Heights       MI
## 7620                                      Fairbury       NE
## 7621                                       Stanley       NC
## 7622                                Baxter Springs       KS
## 7623                                Highland Acres       DE
## 7624                                  Mount Repose       OH
## 7625                                   Indian Head       MD
## 7626                                       Ahtanum       WA
## 7627                                       Clifton       AZ
## 7628                                        Frazer       PA
## 7629                                     Elm Creek       TX
## 7630                             Pleasant Run Farm       OH
## 7631                                   Centerville       MN
## 7632                                Punta Santiago       PR
## 7633                                    Emigsville       PA
## 7634                             Lake of the Woods       AZ
## 7635                                     Hephzibah       GA
## 7636                                       McGehee       AR
## 7637                                Northumberland       PA
## 7638                                         Irwin       PA
## 7639                                   Putnam Lake       NY
## 7640                                  Wintersville       OH
## 7641                                Valley Springs       CA
## 7642                                        Madill       OK
## 7643                                    St. Joseph       IL
## 7644                                   Holly Ridge       NC
## 7645                                        Laurel       DE
## 7646                                          Troy       TX
## 7647                                 Wildwood Lake       TN
## 7648                                     Brookland       AR
## 7649                                   Pearl River       MS
## 7650                                 Village Green       NY
## 7651                                    Plain City       OH
## 7652                                        Upland       IN
## 7653                                      Eastwood       LA
## 7654                                    Carrollton       KY
## 7655                              Whitmore Village       HI
## 7656                                      Richwood       NJ
## 7657                                     Deephaven       MN
## 7658                                    Rocky Ford       CO
## 7659                                 Santa Bárbara       PR
## 7660                                    Zelienople       PA
## 7661                                   Meadowbrook       CA
## 7662                                   Kelseyville       CA
## 7663                                 Mountain Home       NC
## 7664                                        Cresco       IA
## 7665                                    Glennville       GA
## 7666                                        Benson       NC
## 7667                                      Marshall       IL
## 7668                                Mountain Green       UT
## 7669                                    West Point       GA
## 7670                                        Hauula       HI
## 7671                                          Kiel       WI
## 7672                                     Riverside       MO
## 7673                                    Ravenswood       WV
## 7674                                 Nichols Hills       OK
## 7675                                     Pennsburg       PA
## 7676                                      Placitas       NM
## 7677                                        Gibson       AR
## 7678                                         Aledo       IL
## 7679                                    Parkesburg       PA
## 7680                                 Cockrell Hill       TX
## 7681                                         Butte       AK
## 7682                                      Florence       CO
## 7683                                   Fort Gibson       OK
## 7684                                 Port Monmouth       NJ
## 7685                                         Cisco       TX
## 7686                           Hawaiian Ocean View       HI
## 7687                                    West Nyack       NY
## 7688                                  Tierra Verde       FL
## 7689                                  West Liberty       IA
## 7690                                          Elim       PA
## 7691                                    Shrewsbury       PA
## 7692                                   Williamston       MI
## 7693                                    High Point       FL
## 7694                                       Clayton       DE
## 7695                                     Lancaster       KY
## 7696                                      Woodlawn       OH
## 7697                                  Emerald Isle       NC
## 7698                                         Wyboo       SC
## 7699                           Kutztown University       PA
## 7700                                     Southport       NC
## 7701                                     Brookmont       MD
## 7702                          South Blooming Grove       NY
## 7703                                    Frackville       PA
## 7704                                     Northlake       SC
## 7705                                    Amite City       LA
## 7706                                        Dwight       IL
## 7707                         Norwood Young America       MN
## 7708                                Colonial Beach       VA
## 7709                                         Elroy       NC
## 7710                                      Eldorado       IL
## 7711                                   Coal Valley       IL
## 7712                                     Hahnville       LA
## 7713                                       Anthony       TX
## 7714                                         Pinch       WV
## 7715                                          Navy       VA
## 7716                                       Bonanza       GA
## 7717                                       Wingate       NC
## 7718                                    Booneville       AR
## 7719                                      Marshall       WI
## 7720                                    Glen Raven       NC
## 7721                                       Hesston       KS
## 7722                           Bunker Hill Village       TX
## 7723                                Blennerhassett       WV
## 7724                                      Bluffton       OH
## 7725                                    Boyne City       MI
## 7726                                   York Harbor       ME
## 7727                                 Thompsonville       PA
## 7728                                   Westhampton       NY
## 7729                                         Clyde       TX
## 7730                                        Gentry       AR
## 7731                                        Waukon       IA
## 7732                                   White Bluff       TN
## 7733                                  North Hudson       WI
## 7734                                     Beechwood       MS
## 7735                                   Hazel Green       AL
## 7736                                       Pulaski       WI
## 7737                                      Oakhurst       NJ
## 7738                                 Newcomerstown       OH
## 7739                                        Basalt       CO
## 7740                                       Bayport       MN
## 7741                                        Denver       PA
## 7742                                        Bishop       CA
## 7743                                        Rosita       TX
## 7744                                      Amberley       OH
## 7745                                 Merchantville       NJ
## 7746                                     Watergate       FL
## 7747                                   Carter Lake       IA
## 7748                                North El Monte       CA
## 7749                                       Grayson       KY
## 7750                                    Cottondale       AL
## 7751                                        Unicoi       TN
## 7752                                      Kimberly       AL
## 7753                                      Oronoque       CT
## 7754                                    Washington       GA
## 7755                                        Camden       DE
## 7756                                    Golf Manor       OH
## 7757                                      Crandall       TX
## 7758                                   French Camp       CA
## 7759                                North Cape May       NJ
## 7760                                     Brentwood       MD
## 7761                                        Hunter       OH
## 7762                              Marlboro Meadows       MD
## 7763                                      Freeland       PA
## 7764                                     Plainwell       MI
## 7765                            Rising Sun-Lebanon       DE
## 7766                                        Chinle       AZ
## 7767                                     Ballville       OH
## 7768                                  Taylor Creek       OH
## 7769                                       Horicon       WI
## 7770                                        Hudson       NC
## 7771                                        Oneida       TN
## 7772                                   Forestville       CA
## 7773                                     Rochester       WI
## 7774                                 East Sandwich       MA
## 7775                                      Goodland       KS
## 7776                                Avenue B and C       AZ
## 7777                                       Houston       MS
## 7778                                  Weston Lakes       TX
## 7779                              Glenwood Landing       NY
## 7780                                         Karns       TN
## 7781                                     Old Stine       CA
## 7782                                      Marlboro       NY
## 7783                                   Fort Branch       IN
## 7784                                   SUNY Oswego       NY
## 7785                                     Boonsboro       MD
## 7786                                        Aurora       IN
## 7787                                  Golden Beach       MD
## 7788                                          Dana       NC
## 7789                                        Hardin       MT
## 7790                                         Sloan       NY
## 7791                                Yellow Springs       OH
## 7792                                        Delmar       MD
## 7793                                      Boardman       OR
## 7794                                Highland Falls       NY
## 7795                                   San Joaquin       CA
## 7796                             South Glens Falls       NY
## 7797                                   Elma Center       NY
## 7798                                       Baldwin       GA
## 7799                                    Riverwoods       IL
## 7800                                      Mogadore       OH
## 7801                                         Byron       IL
## 7802                            Indian Rocks Beach       FL
## 7803                                Val Verde Park       TX
## 7804                            North River Shores       FL
## 7805                                    Northwoods       MO
## 7806                                       Cotulla       TX
## 7807                                    Tabor City       NC
## 7808                                  Independence       MN
## 7809                                      Gamewell       NC
## 7810                                       Burbank       WA
## 7811                                       Esparto       CA
## 7812                                       Stanley       WI
## 7813                                       Planada       CA
## 7814                                    Juno Beach       FL
## 7815                                    Harrington       DE
## 7816                                 Walthourville       GA
## 7817                                     Groesbeck       TX
## 7818                                         Romeo       MI
## 7819                                 Rexland Acres       CA
## 7820                                Oliver Springs       TN
## 7821                                  Lake Land'Or       VA
## 7822                                       Westway       TX
## 7823                                   Walton Park       NY
## 7824                                   Wills Point       TX
## 7825                                  Lincoln Park       CO
## 7826                                 Fort Defiance       AZ
## 7827                                      Mill Bay       AK
## 7828                                      Wyldwood       TX
## 7829                            Chattanooga Valley       GA
## 7830                                        Geneva       FL
## 7831                                     Wheatland       CA
## 7832                                          Nash       TX
## 7833                                     Richfield       OH
## 7834                                    Forestdale       MA
## 7835                                    Greenhills       OH
## 7836                                      Bardonia       NY
## 7837                                    North Yelm       WA
## 7838                                     Heron Bay       GA
## 7839                                     San Diego       TX
## 7840                                     Vicksburg       MI
## 7841                                       Red Bud       IL
## 7842                                      Montrose       MN
## 7843                                    Georgetown       IN
## 7844                            Marietta-Alderwood       WA
## 7845                                      Chandler       IN
## 7846                         Pocono Woodland Lakes       PA
## 7847                                     Jamestown       NC
## 7848                                    Imlay City       MI
## 7849                                Riverview Park       PA
## 7850                                          Jena       LA
## 7851                                     Hohenwald       TN
## 7852                                        Ocilla       GA
## 7853                                        Norton       VA
## 7854                           Taylor Lake Village       TX
## 7855                                         Albia       IA
## 7856                                      Zumbrota       MN
## 7857                                          Knox       IN
## 7858                                        Angels       CA
## 7859                                      Laureles       TX
## 7860                                   Spencerport       NY
## 7861                                      Port Vue       PA
## 7862                               Kensington Park       FL
## 7863                                  Squaw Valley       CA
## 7864                                        Morton       MS
## 7865                                  Dakota Dunes       SD
## 7866                                          Nome       AK
## 7867                                    Gatlinburg       TN
## 7868                                        Larned       KS
## 7869                                       Russell       KY
## 7870                                        Imbéry       PR
## 7871                                    Whitesboro       NY
## 7872                                  Port St. Joe       FL
## 7873                                   St. Anthony       ID
## 7874                                       Whitney       SC
## 7875                                      Stilwell       OK
## 7876                                       Forsyth       IL
## 7877                                      Fairbury       IL
## 7878                                         Paoli       IN
## 7879                                 West Columbia       TX
## 7880                                 Cambrian Park       CA
## 7881                             Edgecliff Village       TX
## 7882                                   Barceloneta       PR
## 7883                                    Emmetsburg       IA
## 7884                                       Barrett       TX
## 7885                                 Rutherfordton       NC
## 7886                               Lake California       CA
## 7887                                    Kitty Hawk       NC
## 7888                                     Ridgeland       SC
## 7889             Fetters Hot Springs-Agua Caliente       CA
## 7890                                    Hazlehurst       MS
## 7891                                   Melody Hill       IN
## 7892                                 Lawrenceville       NJ
## 7893                                      Marianna       AR
## 7894                                     Southgate       KY
## 7895                                     Tangerine       FL
## 7896                                      Roselawn       IN
## 7897                                    Campanilla       PR
## 7898                                    Honea Path       SC
## 7899                                     Thorndale       PA
## 7900                                       Ladonia       AL
## 7901                                      Eastover       NC
## 7902                                        Maiden       NC
## 7903                                      Gunnison       UT
## 7904                                       Bloomer       WI
## 7905                                         Minoa       NY
## 7906                                   Thomasville       AL
## 7907                                       Alturas       FL
## 7908                                        Lowell       NC
## 7909                                        Manila       AR
## 7910                                      Eastland       TX
## 7911                                    Manchester       GA
## 7912                                   Franklinton       LA
## 7913                                        Camden       TN
## 7914                                      Umatilla       FL
## 7915                                    Harrisburg       OR
## 7916                             North Brooksville       FL
## 7917                     Kennesaw State University       GA
## 7918                                      Stanford       KY
## 7919                                      Carefree       AZ
## 7920                                   Grand Mound       WA
## 7921                              South Toms River       NJ
## 7922                                        Barron       WI
## 7923                                       Hayfork       CA
## 7924                                          Omro       WI
## 7925                                     Deer Park       IL
## 7926                                     Woodstown       NJ
## 7927                                Vandenberg AFB       CA
## 7928                                        Sweeny       TX
## 7929                            Auburn Lake Trails       CA
## 7930                                     Surf City       NC
## 7931                                 Cedar Springs       MI
## 7932                              Lake Panasoffkee       FL
## 7933                                       Piggott       AR
## 7934                                      Bajadero       PR
## 7935                                  Long Prairie       MN
## 7936                                         Crane       TX
## 7937                                     Pittsboro       IN
## 7938                                Leo-Cedarville       IN
## 7939                                        Kenedy       TX
## 7940                                The Homesteads       TX
## 7941                                    Nellis AFB       NV
## 7942                                North Wildwood       NJ
## 7943                                       Gooding       ID
## 7944                                       Arcadia       WI
## 7945                                     Bunk Foss       WA
## 7946                                     Clearview       WA
## 7947                                Mount Pleasant       UT
## 7948                                       Palmyra       MO
## 7949                                        Mojave       CA
## 7950                                        Berwyn       PA
## 7951                                   Two Harbors       MN
## 7952                                       Melrose       MN
## 7953                                     Las Lomas       CA
## 7954                                Combined Locks       WI
## 7955                                     Frontenac       MO
## 7956                                          Kane       PA
## 7957                                       Johnson       AR
## 7958                                   Bella Vista       CA
## 7959                                        Landis       NC
## 7960                                  East Kapolei       HI
## 7961                               Shingle Springs       CA
## 7962                       Helena Valley Northeast       MT
## 7963                                 Locust Valley       NY
## 7964                                     Swansboro       NC
## 7965                                      Paulding       OH
## 7966                              Del Monte Forest       CA
## 7967                                       Granger       WA
## 7968                                     Port Ewen       NY
## 7969                                       Chipley       FL
## 7970                              Eastlawn Gardens       PA
## 7971                                  Three Rivers       OR
## 7972                                   Eagle Grove       IA
## 7973                                         Campo       CA
## 7974                                 South Berwick       ME
## 7975                                   Dawsonville       GA
## 7976                                   Gibson City       IL
## 7977                                     Bethlehem       NC
## 7978                                       Heyburn       ID
## 7979                                  Farmersville       TX
## 7980                                       O'Neill       NE
## 7981                            Sixteen Mile Stand       OH
## 7982                                  Saint Davids       PA
## 7983                                   Chula Vista       TX
## 7984                                      Abingdon       IL
## 7985                                     Brimfield       OH
## 7986                                      Columbus       TX
## 7987                                     Park City       TN
## 7988                                         Osage       IA
## 7989                                         Lyons       KS
## 7990                                 Mission Hills       KS
## 7991                                        Tolono       IL
## 7992                                    Wilkesboro       NC
## 7993                                       Oakwood       OH
## 7994                               Flagler Estates       FL
## 7995                                  Lloyd Harbor       NY
## 7996                                  Mahanoy City       PA
## 7997                                        Jasper       TN
## 7998                                  Midway North       TX
## 7999                              Northern Cambria       PA
## 8000                                    San Miguel       CA
## 8001                                   Hainesville       IL
## 8002                                        Etowah       TN
## 8003                                       Oglesby       IL
## 8004                            Lake Clarke Shores       FL
## 8005                             Zephyrhills North       FL
## 8006                                          Mora       MN
## 8007                                   Barnesville       OH
## 8008                                  Pleasant Gap       PA
## 8009                                         Delta       UT
## 8010                                        McCall       ID
## 8011                                      Troutman       NC
## 8012                                     Wheatland       WY
## 8013                                     Ballinger       TX
## 8014                                        Harlem       GA
## 8015                                        Loxley       AL
## 8016                                        Elkins       AR
## 8017                                     Greentown       OH
## 8018                                        Loyola       CA
## 8019                                     Greenwood       PA
## 8020                                    Enochville       NC
## 8021                                  Copperopolis       CA
## 8022                                   Wynantskill       NY
## 8023                                         Ozark       AR
## 8024                                     Tuckerton       NJ
## 8025                         Mount Healthy Heights       OH
## 8026                                 Lake Isabella       CA
## 8027                                Shackle Island       TN
## 8028                                         Cabán       PR
## 8029                                St. James City       FL
## 8030                                  Collinsville       CT
## 8031                                    Northfield       OH
## 8032                                 Clifton Forge       VA
## 8033                                   High Bridge       NJ
## 8034                                     Coleytown       CT
## 8035                                    Beaver Dam       KY
## 8036                                     Shadyside       OH
## 8037                                     Cornville       AZ
## 8038                                  Winter Beach       FL
## 8039                                     Jamestown       CA
## 8040                                       Seymour       WI
## 8041                                      Islandia       NY
## 8042                                      Vandalia       MO
## 8043                                    University       MS
## 8044                                  Four Bridges       OH
## 8045                                        Sewell       NJ
## 8046                                    Greensboro       GA
## 8047                               East Rockingham       NC
## 8048                                     Indianola       WA
## 8049                                  Meadow Vista       CA
## 8050                                   Rollingwood       CA
## 8051                                       Lesslie       SC
## 8052                                        Durand       MI
## 8053                                    Fox Island       WA
## 8054                                          Lely       FL
## 8055                                    Rio Grande       NJ
## 8056                                       Mattawa       WA
## 8057                                       Wyncote       PA
## 8058                                        Nowata       OK
## 8059                                         Manor       PA
## 8060                                   Centerville       TN
## 8061                                      Riverton       IL
## 8062                                    Broken Bow       NE
## 8063                                   Buies Creek       NC
## 8064                                        Pelham       GA
## 8065                                     Pen Argyl       PA
## 8066                                     Vineyards       FL
## 8067                                        Toledo       OR
## 8068                                       Fordyce       AR
## 8069                                      Stanhope       NJ
## 8070                                      Gravette       AR
## 8071                                        Avalon       CA
## 8072                                    Muttontown       NY
## 8073                             Black River Falls       WI
## 8074                               Skippers Corner       NC
## 8075                                      Haviland       NY
## 8076                                       Eveleth       MN
## 8077                                     Lindsborg       KS
## 8078                                  Hannahs Mill       GA
## 8079                                   St. Augusta       MN
## 8080                                  Laguna Vista       TX
## 8081                                    Sunnyslope       WA
## 8082                                     Evergreen       AL
## 8083                               Lincoln Village       CA
## 8084                         Port Hadlock-Irondale       WA
## 8085                                  Monte Sereno       CA
## 8086                                 Salem Heights       OH
## 8087                                       Hanover       MN
## 8088                                      Toa Alta       PR
## 8089                                     Gibbstown       NJ
## 8090                                         Carey       OH
## 8091                                         Elgin       OK
## 8092                                       Hanover       IN
## 8093                                        Centre       AL
## 8094                                     Mariemont       OH
## 8095                                        Fulton       IL
## 8096                                  Shavano Park       TX
## 8097                                        Empire       CA
## 8098                                    San Castle       FL
## 8099                                    Blackshear       GA
## 8100                                      Lockland       OH
## 8101                              Avondale Estates       GA
## 8102                               North Baltimore       OH
## 8103                                     Sauk City       WI
## 8104                               West Menlo Park       CA
## 8105                                        Oxford       MI
## 8106                                   Three Lakes       WA
## 8107                                    San Manuel       AZ
## 8108                                     Rochester       PA
## 8109                                       Milbank       SD
## 8110                                    Eagle Lake       TX
## 8111                                        Austin       AR
## 8112                                      Sheridan       IN
## 8113                                 Mountain View       NC
## 8114                                          Silt       CO
## 8115                                Holden Heights       FL
## 8116                                      Sherwood       OH
## 8117                                   Desert Edge       CA
## 8118                                    Cloverdale       VA
## 8119                                     Frederick       OK
## 8120                                        Tashua       CT
## 8121                                       Roebuck       SC
## 8122                                    West Point       NE
## 8123                                       Nokomis       FL
## 8124                                    Goldendale       WA
## 8125                                    Priceville       AL
## 8126                                      New Hope       MS
## 8127                                    Gothenburg       NE
## 8128                                  Myrtle Creek       OR
## 8129                                    Old Mystic       CT
## 8130                                      Fairview       NC
## 8131                                   West Orange       TX
## 8132                                     La Center       WA
## 8133                                   Tiger Point       FL
## 8134                                     Balmville       NY
## 8135                                        Mabank       TX
## 8136                                 Mountain View       HI
## 8137                                        Felton       CA
## 8138                                  Summersville       WV
## 8139                                     Hansville       WA
## 8140                                   Spring City       PA
## 8141                                     Cleveland       GA
## 8142                             El Dorado Springs       MO
## 8143                                Mingo Junction       OH
## 8144                              Shenandoah Farms       VA
## 8145                                 Brown Station       MD
## 8146                                        Perham       MN
## 8147                                     Plainview       MN
## 8148                               Pleasant Valley       WV
## 8149                                     Flat Rock       NC
## 8150                                Lake Lakengren       OH
## 8151                                         Manti       UT
## 8152                                     Wadsworth       IL
## 8153                                      Waterloo       WI
## 8154                              Emerald Mountain       AL
## 8155                                        Lisbon       ME
## 8156                                    Sleepy Eye       MN
## 8157                                   New Hampton       IA
## 8158                                          Yuma       CO
## 8159                                       Clifton       TX
## 8160                                          Elba       AL
## 8161                                    Guayanilla       PR
## 8162                                       Ketchum       ID
## 8163                                      Dahlgren       VA
## 8164                                     Pendleton       SC
## 8165                                    Middlebury       IN
## 8166                                        Merton       WI
## 8167                                       Oakland       FL
## 8168                                         Dover       FL
## 8169                                        Auburn       NE
## 8170                                      Landmark       AR
## 8171                                   Shannondale       WV
## 8172                                   Dennis Port       MA
## 8173                                          Howe       TX
## 8174                                     Wellsboro       PA
## 8175                                Hidden Meadows       CA
## 8176                                  Breckenridge       MN
## 8177                                   Mifflinburg       PA
## 8178                                          Alma       GA
## 8179                             McLendon-Chisholm       TX
## 8180                                Moreland Hills       OH
## 8181                                 Mission Hills       CA
## 8182                                   Benton City       WA
## 8183                                     Blanchard       LA
## 8184                                     Grand Bay       AL
## 8185                                    Carrollton       MO
## 8186                                Madera Ranchos       CA
## 8187                                      Montrose       NY
## 8188                                   Cedar Grove       FL
## 8189                                      Delshire       OH
## 8190                                      Goulding       FL
## 8191                                          Etna       PA
## 8192                                        Dublin       TX
## 8193                                          Reno       TX
## 8194                                     Hillsboro       MO
## 8195                                       Montura       FL
## 8196                                Venice Gardens       FL
## 8197                                       Hubbard       OR
## 8198                                      Presidio       TX
## 8199                                   Andrews AFB       MD
## 8200                                       Netcong       NJ
## 8201                                     New Baden       IL
## 8202                                        Heflin       AL
## 8203                                     St. Johns       AZ
## 8204                                 Princess Anne       MD
## 8205                                        Bunkie       LA
## 8206                                    Mono Vista       CA
## 8207                                      Millvale       PA
## 8208                             North Great River       NY
## 8209                                      Seacliff       CA
## 8210                                    Pottsgrove       PA
## 8211                                   Lake Delton       WI
## 8212                                        Hobart       OK
## 8213                              Santa Rita Ranch       TX
## 8214                                        Teague       TX
## 8215                                      Ringgold       GA
## 8216                                        Orange       OH
## 8217                                      Tomahawk       WI
## 8218                                    Key Center       WA
## 8219                                      Leesburg       GA
## 8220                                   Hot Springs       SD
## 8221                                    Loyalhanna       PA
## 8222                         Rainbow Lakes Estates       FL
## 8223                              Germantown Hills       IL
## 8224                                      Crockett       CA
## 8225                                  Sabana Hoyos       PR
## 8226                                   Jewett City       CT
## 8227                                        Dilley       TX
## 8228                                      Helemano       HI
## 8229                                   West DeLand       FL
## 8230                                 Johnston City       IL
## 8231                                      Red Rock       AZ
## 8232                                    Blackstone       VA
## 8233                                        Midway       FL
## 8234                                     Ebensburg       PA
## 8235                                    Pine Hills       CA
## 8236                                       Windsor       NC
## 8237                          Upper Greenwood Lake       NJ
## 8238                                       Wallace       NC
## 8239                                    Story City       IA
## 8240                                         Compo       CT
## 8241                                     Kincheloe       MI
## 8242                                Ponderosa Park       CO
## 8243                                    Marysville       KS
## 8244                                    Brownstown       PA
## 8245                                       Wanakah       NY
## 8246                                       Freedom       CA
## 8247                                      Carthage       NY
## 8248                                    Day Valley       CA
## 8249                                       Arcadia       SC
## 8250                                   Mount Angel       OR
## 8251                                        Hebron       IN
## 8252                                     Altavista       VA
## 8253                                       Madison       OH
## 8254                                    Springdale       PA
## 8255                                South Vacherie       LA
## 8256                                       Peralta       NM
## 8257                                     Frontenac       KS
## 8258                                          Elma       WA
## 8259                                       Paw Paw       MI
## 8260                                 Union Springs       AL
## 8261                                   Grasonville       MD
## 8262                                      Rayville       LA
## 8263                                 Humboldt Hill       CA
## 8264                                   North Wales       PA
## 8265                                      Rio Dell       CA
## 8266                                 Hemlock Farms       PA
## 8267                                  Mount Oliver       PA
## 8268                               Crestview Hills       KY
## 8269                                       Welcome       NC
## 8270                                          Tyro       NC
## 8271                                     Vine Hill       CA
## 8272                                   Farmerville       LA
## 8273                                Hidden Springs       ID
## 8274                                        Benson       MN
## 8275                                 South Duxbury       MA
## 8276                            Loxahatchee Groves       FL
## 8277                                    Cottonwood       CA
## 8278                                        Cleves       OH
## 8279                                    Essexville       MI
## 8280                                        Burney       CA
## 8281                               Central Gardens       TX
## 8282                                         Dewey       OK
## 8283                                        Wilder       VT
## 8284                                      Peshtigo       WI
## 8285                                  Canyon Creek       WA
## 8286                               West Lake Hills       TX
## 8287                                         Forks       WA
## 8288                                        Roland       OK
## 8289                            Pistakee Highlands       IL
## 8290                                          Gray       GA
## 8291                                    Huntington       TX
## 8292                                 Chattahoochee       FL
## 8293                     Maple Heights-Lake Desire       WA
## 8294                                       Stepney       CT
## 8295                                     Park Hill       OK
## 8296                                     Strasburg       CO
## 8297                                       Malvern       PA
## 8298                                        Ingram       PA
## 8299                                      Newburgh       IN
## 8300                                        Vinton       LA
## 8301                                    West Point       VA
## 8302                                        Weaver       AL
## 8303                                     Alexander       AR
## 8304                                  Wrightsville       GA
## 8305                                  Saddle River       NJ
## 8306                                        Harvey       MI
## 8307                                      Mayfield       OH
## 8308                                    Strathmore       CA
## 8309                                     Riverside       NY
## 8310                                    Dillonvale       OH
## 8311                                Woodlawn Beach       FL
## 8312                                      Hardwick       GA
## 8313                                    Agua Dulce       CA
## 8314                                     Abernathy       TX
## 8315                                     Lake View       AL
## 8316                                    Union City       IN
## 8317                                       Moulton       AL
## 8318                                     Ohioville       PA
## 8319                         East Richmond Heights       CA
## 8320                                        Beaver       UT
## 8321                                     Winnsboro       TX
## 8322                                       Redwood       TX
## 8323                                     Naranjito       PR
## 8324                                    Yountville       CA
## 8325                                 Feather Sound       FL
## 8326                               Acushnet Center       MA
## 8327                                    Shenandoah       TX
## 8328                                     Jefferson       OH
## 8329                                       Liberty       SC
## 8330                           Level Park-Oak Park       MI
## 8331                                       Kilauea       HI
## 8332                                   Marienville       PA
## 8333                                 Halfway House       PA
## 8334                                    Gallipolis       OH
## 8335                                  Paloma Creek       TX
## 8336                                     El Verano       CA
## 8337                                     Westville       IL
## 8338                                  Turnersville       NJ
## 8339                                        Robins       IA
## 8340                                  Water Valley       MS
## 8341                                      Blanding       UT
## 8342                               North Lakeville       MA
## 8343                                        Holton       KS
## 8344                                 Fairchild AFB       WA
## 8345                                Village Shires       PA
## 8346                                   South Eliot       ME
## 8347                                   Sissonville       WV
## 8348                                   Ponce Inlet       FL
## 8349                                       Sewaren       NJ
## 8350                                        Virden       IL
## 8351                                     Lordstown       OH
## 8352                                       Haworth       NJ
## 8353                                       Newbern       TN
## 8354                                     Reamstown       PA
## 8355                               Clarence Center       NY
## 8356                                        Waller       TX
## 8357                           Mountain View Acres       CA
## 8358                                        Coplay       PA
## 8359                                 Lake Cherokee       TX
## 8360                                        Minden       NV
## 8361                                        Oracle       AZ
## 8362                                  Six Mile Run       NJ
## 8363                                     Ellsworth       WI
## 8364                                       Waldron       AR
## 8365                                    Rural Hall       NC
## 8366                            Smithville-Sanders       IN
## 8367                                         Welsh       LA
## 8368                                    Somerville       TN
## 8369                                  Moscow Mills       MO
## 8370                                       Red Oak       NC
## 8371                                     Jefferson       OR
## 8372                                          Iowa       LA
## 8373                                       Pickens       SC
## 8374                                      Arbuckle       CA
## 8375                                        Parker       AZ
## 8376                                     Annandale       MN
## 8377                                     Winnebago       IL
## 8378                                  Williamsburg       IA
## 8379                                        Morada       CA
## 8380                                       Dalzell       SC
## 8381                                Berwyn Heights       MD
## 8382                                  Golden Grove       SC
## 8383                                     Lake Park       NC
## 8384                                  Shady Spring       WV
## 8385                                      Plymouth       NC
## 8386                                        Victor       ID
## 8387                                        Hominy       OK
## 8388                                    Warm Beach       WA
## 8389                                         Clare       MI
## 8390                                    East Basin       UT
## 8391                                       Jackson       MN
## 8392                                      Magnolia       MS
## 8393                                Holiday Shores       IL
## 8394                                    Blissfield       MI
## 8395                                        Amesti       CA
## 8396                               Chenango Bridge       NY
## 8397                                        Pomona       NY
## 8398                                       Penrose       CO
## 8399                                       Muldrow       OK
## 8400                                     La Blanca       TX
## 8401                                        Breñas       PR
## 8402                                        Hahira       GA
## 8403                                         Llano       TX
## 8404                                 Emerald Lakes       PA
## 8405                                    Winchester       CA
## 8406                           New Orleans Station       LA
## 8407                               West Wyomissing       PA
## 8408                                 Pleasant Hill       PA
## 8409                                   Grangeville       ID
## 8410                                       Spencer       NC
## 8411                                   Hodgenville       KY
## 8412                             Carmel-by-the-Sea       CA
## 8413                                    Ridgecrest       FL
## 8414                                   Blountville       TN
## 8415                                     Louisiana       MO
## 8416                                      Boscobel       WI
## 8417                                    Pemberwick       CT
## 8418                                New York Mills       NY
## 8419                                     Lake Holm       WA
## 8420                                       Bullard       TX
## 8421                                        Dunean       SC
## 8422                                      Trafford       PA
## 8423                                  Nesquehoning       PA
## 8424                                 Crystal River       FL
## 8425                                     Masontown       PA
## 8426                                       Carlyle       IL
## 8427                                Cascade Valley       WA
## 8428                               Lake Providence       LA
## 8429                                   Morganfield       KY
## 8430                                     Hartville       OH
## 8431                                  Chincoteague       VA
## 8432                                        Bandon       OR
## 8433                                   Thiensville       WI
## 8434                               South Hempstead       NY
## 8435                                     Newcastle       WY
## 8436                           Mattapoisett Center       MA
## 8437                                 Wayne Heights       PA
## 8438                                   Point Baker       FL
## 8439                                           Ely       MN
## 8440                                  North Plains       OR
## 8441                                      Brillion       WI
## 8442                                    Palo Cedro       CA
## 8443                                  Paw Paw Lake       MI
## 8444                                  Aguas Buenas       PR
## 8445                                        Ravena       NY
## 8446                                        Marion       AL
## 8447                                   Avery Creek       NC
## 8448                                   East Dennis       MA
## 8449                                   Karnes City       TX
## 8450                                        Algona       WA
## 8451                                 Johnson Creek       WI
## 8452                                 Fort McKinley       OH
## 8453                                   Sugar Creek       MO
## 8454                                        Athens       PA
## 8455                               Lake Erie Beach       NY
## 8456                                       Perkins       OK
## 8457                             Narragansett Pier       RI
## 8458                                        Ossian       IN
## 8459                                  West Liberty       KY
## 8460                                       Gowanda       NY
## 8461                                    Kaunakakai       HI
## 8462                                      Hartford       SD
## 8463                                       Hamburg       NJ
## 8464                                  South Dennis       MA
## 8465                                   Blairsville       PA
## 8466                                    Petersburg       AK
## 8467                                        Moosup       CT
## 8468                                    Moose Lake       MN
## 8469                                     Knoxville       IL
## 8470                                    Lowesville       NC
## 8471                                    Groveville       NJ
## 8472                                         Lewes       DE
## 8473                                 Sisco Heights       WA
## 8474                                       Milford       IA
## 8475                                 Hoosick Falls       NY
## 8476                                         Paris       AR
## 8477                                       Baldwyn       MS
## 8478                                North Browning       MT
## 8479                                    Blue Earth       MN
## 8480                                      Hiawatha       KS
## 8481                                   Centerville       PA
## 8482                                     Dandridge       TN
## 8483                               Boiling Springs       PA
## 8484                                      Oakridge       OR
## 8485                                      Brodhead       WI
## 8486                                  Mount Shasta       CA
## 8487                                      Mannford       OK
## 8488                                 Howards Grove       WI
## 8489                                    River Road       NC
## 8490                                     Kingstree       SC
## 8491                                 Ocala Estates       FL
## 8492                                       Willcox       AZ
## 8493                                       Niantic       CT
## 8494                                  Brackenridge       PA
## 8495                                   Eielson AFB       AK
## 8496                                   Wesleyville       PA
## 8497                                     Rush City       MN
## 8498                                    Montgomery       MN
## 8499                                        Dundee       OR
## 8500                                      Williams       AZ
## 8501                            South Jacksonville       IL
## 8502                                 Sleepy Hollow       IL
## 8503                                     Winnsboro       SC
## 8504                               Peaceful Valley       WA
## 8505                                        Havana       IL
## 8506                                      Macungie       PA
## 8507                                      Penbrook       PA
## 8508                                   South Alamo       TX
## 8509                                    Livingston       AL
## 8510                                    Moss Beach       CA
## 8511                                     Yorkville       WI
## 8512                                       Buffalo       MO
## 8513                                       Corning       AR
## 8514                                     West Fork       AR
## 8515                                       Minerva       OH
## 8516                                   Hogansville       GA
## 8517                                        Milton       DE
## 8518                                    Woodbourne       PA
## 8519                                        Beloit       KS
## 8520                                       Waialua       HI
## 8521                                        Hinton       OK
## 8522                                        Algoma       WI
## 8523                             Port Angeles East       WA
## 8524                                      Rockfish       NC
## 8525                                       Garnett       KS
## 8526                               Melbourne Beach       FL
## 8527                                      Rockwood       MI
## 8528                                      Chandler       TX
## 8529                                      Wellford       SC
## 8530                                        Newton       MS
## 8531                                       Orofino       ID
## 8532                                      Cashmere       WA
## 8533                                  Country Club       MO
## 8534                                      Mobridge       SD
## 8535                                    Sharpsburg       PA
## 8536                                         Brent       AL
## 8537                                    Mount Penn       PA
## 8538                                    Stonybrook       PA
## 8539                                    Burlington       CO
## 8540                                        Galena       IL
## 8541                                       Warrior       AL
## 8542                                      Cuthbert       GA
## 8543                                  Leisuretowne       NJ
## 8544                                       Chimayo       NM
## 8545                                       Redwood       OR
## 8546                                  Buzzards Bay       MA
## 8547                                          Cuba       MO
## 8548                         Desert View Highlands       CA
## 8549                                   South Beach       FL
## 8550                                       Bunnell       FL
## 8551                                  Tangelo Park       FL
## 8552                                      Sherwood       WI
## 8553                                   Lake Royale       NC
## 8554                                          Vado       NM
## 8555                                      Kotzebue       AK
## 8556                         Gloucester Courthouse       VA
## 8557                                Monmouth Beach       NJ
## 8558                                          Bath       MI
## 8559                                    State Line       PA
## 8560                                     Ladysmith       WI
## 8561                                      Ferriday       LA
## 8562                                        Tipton       CA
## 8563                                    Eagle Lake       MN
## 8564                         Port Washington North       NY
## 8565                                       Glasgow       MT
## 8566                                   McChord AFB       WA
## 8567                               West Burlington       IA
## 8568                                    Tallapoosa       GA
## 8569                                         Coquí       PR
## 8570                                        Biscoe       NC
## 8571                                   North Shore       VA
## 8572                                          Lodi       WI
## 8573                                 Elizabethtown       NC
## 8574                                         Chico       WA
## 8575                                       Red Bay       AL
## 8576                                Monument Beach       MA
## 8577                                    Carrollton       OH
## 8578                                       Denmark       SC
## 8579                                     Gambrills       MD
## 8580                                        Bishop       TX
## 8581                                         Gleed       WA
## 8582                                  Barton Creek       TX
## 8583                                      Hideaway       TX
## 8584                                     Cassville       MO
## 8585                                    Georgetown       IL
## 8586                                   Wrightstown       WI
## 8587                                        Cutten       CA
## 8588                                         Nyssa       OR
## 8589                                        Saluda       SC
## 8590                                   Villa Ridge       MO
## 8591                                  New Holstein       WI
## 8592                                     Val Verde       CA
## 8593                                     Cleveland       OK
## 8594                                    Hanceville       AL
## 8595                                      McDonald       OH
## 8596                                  Brightwaters       NY
## 8597                                      Harriman       NY
## 8598                                 Reliez Valley       CA
## 8599                                   Blountstown       FL
## 8600                                      Fiskdale       MA
## 8601                                  Ingalls Park       IL
## 8602                                 Slippery Rock       PA
## 8603                                      Wolfdale       PA
## 8604                                       Lutcher       LA
## 8605                                          Erda       UT
## 8606                              Southern Gateway       VA
## 8607                                    Claryville       KY
## 8608                                       Hilltop       SC
## 8609                                Morongo Valley       CA
## 8610                                       Lebanon       VA
## 8611                                    Wellsville       OH
## 8612                                    Park Hills       KY
## 8613                                     Greenwood       LA
## 8614                                        Putney       GA
## 8615                                        Zillah       WA
## 8616                                        Vivian       LA
## 8617                               Lincoln Heights       OH
## 8618                                        Wilder       KY
## 8619                               Big Coppitt Key       FL
## 8620                              Northeast Ithaca       NY
## 8621                                      Maybrook       NY
## 8622                           Piney Point Village       TX
## 8623                                  Orchard City       CO
## 8624                                  Central Park       WA
## 8625                                        Tipton       IA
## 8626                                     Pine City       MN
## 8627                                  Skidway Lake       MI
## 8628                                   Millersburg       OH
## 8629                                        Horace       ND
## 8630                                       Big Sky       MT
## 8631                                   Valley View       PA
## 8632                                      Winfield       WV
## 8633                                        Shelby       MT
## 8634                               East Greenville       PA
## 8635                                   Red Springs       NC
## 8636                                     Montezuma       GA
## 8637                                     La Paloma       TX
## 8638                                      Valhalla       NY
## 8639                                   Hokendauqua       PA
## 8640                                        Wewoka       OK
## 8641                            Dover Base Housing       DE
## 8642                                     Churchill       PA
## 8643                                    Grantville       GA
## 8644                                    West Union       OH
## 8645                                  Holmes Beach       FL
## 8646                                  East Brewton       AL
## 8647                                        Le Roy       IL
## 8648                                  Mount Morris       MI
## 8649                                    Erwinville       LA
## 8650                                Hollywood Park       TX
## 8651                                      Edgewood       PA
## 8652                               Mineral Springs       NC
## 8653                          Country Squire Lakes       IN
## 8654                              Woodbury Heights       NJ
## 8655                                      Nicholls       GA
## 8656                                  Tybee Island       GA
## 8657                                      San Saba       TX
## 8658                                      DeQuincy       LA
## 8659                                        Summit       MS
## 8660                                    Clyde Hill       WA
## 8661                                      Pitcairn       PA
## 8662                                 Biscayne Park       FL
## 8663                                   East Dundee       IL
## 8664                                   Summit Hill       PA
## 8665                                   Byrnes Mill       MO
## 8666                               South Pittsburg       TN
## 8667                                        Burgaw       NC
## 8668                                       Corunna       MI
## 8669                                       Stanton       KY
## 8670                                    Kurtistown       HI
## 8671                                      Marshall       VA
## 8672                                        Salmon       ID
## 8673                                       Kingman       KS
## 8674                                  Hill 'n Dale       FL
## 8675                                       Proctor       MN
## 8676                                        Okemah       OK
## 8677                           San Antonio Heights       CA
## 8678                                Sandia Heights       NM
## 8679                               Fairport Harbor       OH
## 8680                                  Mount Gilead       OH
## 8681                                     Nashville       IL
## 8682                                    Hicksville       OH
## 8683                                     Myerstown       PA
## 8684                                   George West       TX
## 8685                                         Atoka       OK
## 8686                                    Arthurtown       SC
## 8687                                     Cutchogue       NY
## 8688                                West Sand Lake       NY
## 8689                                       Bamberg       SC
## 8690                                    Cannon AFB       NM
## 8691                                        Vienna       GA
## 8692                                       Savanna       IL
## 8693                                   Gloverville       SC
## 8694                                        Ripley       WV
## 8695                                       Ashland       NE
## 8696                                    Pottsville       AR
## 8697                                  Valley Green       PA
## 8698                                   Nevada City       CA
## 8699                                     Nags Head       NC
## 8700                                 East Syracuse       NY
## 8701                                     Dry Ridge       OH
## 8702                                       Salunga       PA
## 8703                                    Marin City       CA
## 8704                                         Early       TX
## 8705                                       Corydon       IN
## 8706                                     Yerington       NV
## 8707                                  Grand Saline       TX
## 8708                                Hawaiian Acres       HI
## 8709                                       Auberry       CA
## 8710                                     Riverview       MO
## 8711                                      Kingwood       WV
## 8712                                Baiting Hollow       NY
## 8713                                       Wyoming       PA
## 8714                           Northwest Harwinton       CT
## 8715                              Snowmass Village       CO
## 8716                                        Cactus       TX
## 8717                                        Upland       PA
## 8718                                        Angwin       CA
## 8719                                  Capitol View       SC
## 8720                                    Pine Ridge       SD
## 8721                                Wildwood Crest       NJ
## 8722                                  Soda Springs       ID
## 8723                                          Iuka       MS
## 8724                                 Lake Lotawana       MO
## 8725                                  Mount Pocono       PA
## 8726                                       Linwood       PA
## 8727                                     Blackhawk       SD
## 8728                                     Henrietta       TX
## 8729                                    Pines Lake       NJ
## 8730                                     Moonachie       NJ
## 8731                                    Lanai City       HI
## 8732                                    North Fork       CA
## 8733                                    Blue Ridge       VA
## 8734                                      Lordship       CT
## 8735                                      Bayshore       NC
## 8736                                      Prescott       AR
## 8737                                 McSherrystown       PA
## 8738                                       Tonkawa       OK
## 8739                                  Barranquitas       PR
## 8740                                    Shady Cove       OR
## 8741                                          Tama       IA
## 8742                                     Shrub Oak       NY
## 8743                                        Beulah       ND
## 8744                           Williston Highlands       FL
## 8745                                      Syracuse       IN
## 8746                               Southern Shores       NC
## 8747                              Shorewood Forest       IN
## 8748                                        Garner       IA
## 8749                                     Lakeshore       LA
## 8750                                   Eagle Crest       OR
## 8751                            Cold Spring Harbor       NY
## 8752                                      Pawhuska       OK
## 8753                                        Pajaro       CA
## 8754                                   Kings Beach       CA
## 8755                            West End-Cobb Town       AL
## 8756                                    Meadowdale       WA
## 8757                                   Huntingtown       MD
## 8758                                 National Park       NJ
## 8759                                  Frazier Park       CA
## 8760                                     Chappaqua       NY
## 8761                                       Gladwin       MI
## 8762                                         Cadiz       OH
## 8763                                       El Lago       TX
## 8764                            Cornwall-on-Hudson       NY
## 8765                                     Needville       TX
## 8766                                    Doylestown       OH
## 8767                                    Beach City       TX
## 8768                                      Wallburg       NC
## 8769                                  Port Aransas       TX
## 8770                                    Burnettown       SC
## 8771                                Wareham Center       MA
## 8772                                Greenwood Lake       NY
## 8773                                    Williamson       WV
## 8774                                  Wormleysburg       PA
## 8775                                      Sherrill       NY
## 8776                                     Lake City       GA
## 8777                                        Canton       SD
## 8778                                        Kenova       WV
## 8779                                      Heavener       OK
## 8780                                    Springtown       TX
## 8781                                     Dadeville       AL
## 8782                                         Welch       WV
## 8783                                 Harbor Bluffs       FL
## 8784                               Lake Nacimiento       CA
## 8785                                 Crown Heights       NY
## 8786                              Beechwood Trails       OH
## 8787                                      Cut Bank       MT
## 8788                                        Celada       PR
## 8789                                      Stirling       NJ
## 8790                                  Barbourville       KY
## 8791                                      Oostburg       WI
## 8792                           Chattahoochee Hills       GA
## 8793                                    Keowee Key       SC
## 8794                                       Bad Axe       MI
## 8795                                    Windermere       FL
## 8796                                   Port Ludlow       WA
## 8797                                     Meadowood       PA
## 8798                                  Mount Morris       IL
## 8799                                       Bethany       MO
## 8800                               Oak Ridge North       TX
## 8801                                    Sloatsburg       NY
## 8802                             Shark River Hills       NJ
## 8803                                   Bishopville       SC
## 8804                                        Delphi       IN
## 8805                                  Bethel Acres       OK
## 8806                                       Chaffee       MO
## 8807                                     Walbridge       OH
## 8808                               Cliffwood Beach       NJ
## 8809                                   Bal Harbour       FL
## 8810                                    Bakerstown       PA
## 8811                                       Dixmoor       IL
## 8812                                    Sale Creek       TN
## 8813                              Littleton Common       MA
## 8814                                       Raymond       WA
## 8815                                       Minster       OH
## 8816                                   Hudson Bend       TX
## 8817                                      Checotah       OK
## 8818                                    Walsenburg       CO
## 8819                                   Hortonville       WI
## 8820                                   Port Richey       FL
## 8821                                    Mount Hope       NJ
## 8822                                        Eunice       NM
## 8823                                      Old Hill       CT
## 8824                                   San Andreas       CA
## 8825                                  Central City       NE
## 8826                                Lake Junaluska       NC
## 8827                                       Overton       TX
## 8828                                     Long Neck       DE
## 8829                                   Bermuda Run       NC
## 8830                                   East Newark       NJ
## 8831                                         Olney       TX
## 8832                                    Double Oak       TX
## 8833                                    Moorefield       WV
## 8834                                      Bushnell       FL
## 8835                              Stallion Springs       CA
## 8836                                  East Prairie       MO
## 8837                                    Georgetown       CA
## 8838                            Pine Mountain Lake       CA
## 8839                                        Milaca       MN
## 8840                                       Huguley       AL
## 8841                                    Genoa City       WI
## 8842                                   Belle Meade       TN
## 8843                                   Potterville       MI
## 8844                                     Richville       OH
## 8845                                   Green Level       NC
## 8846                                        Kekaha       HI
## 8847                                       Haskell       TX
## 8848                                      Longtown       OK
## 8849                                  Mount Vernon       TX
## 8850                                     Ellsworth       KS
## 8851                                  K. I. Sawyer       MI
## 8852                                    Lake Delta       NY
## 8853                                        Calais       ME
## 8854                                    Brownstown       IN
## 8855                                    Drum Point       MD
## 8856                                Lake Arrowhead       ME
## 8857                                       Dresden       TN
## 8858                             Mississippi State       MS
## 8859                                 West Simsbury       CT
## 8860                                       Lucerne       CA
## 8861                                   Kelly Ridge       CA
## 8862                                      Big Lake       TX
## 8863                                        Girard       PA
## 8864                                        Nocona       TX
## 8865                                        Combes       TX
## 8866                                       Wallace       FL
## 8867                                    Orwigsburg       PA
## 8868                                   Monroe City       MO
## 8869                                  Moline Acres       MO
## 8870                                        Millen       GA
## 8871                                       Clinton       MI
## 8872                                    Mountville       PA
## 8873                                  Williamstown       WV
## 8874                                      Tutwiler       MS
## 8875                                        DeWitt       AR
## 8876                                        Minden       NE
## 8877                                      St. Paul       MO
## 8878                                      Okanogan       WA
## 8879                                       Annetta       TX
## 8880                                      Gramercy       LA
## 8881                                    Iron River       MI
## 8882                                  Castle Point       MO
## 8883                                          Lead       SD
## 8884                                      Lakewood       NY
## 8885                                      Somerset       WI
## 8886                                       Bayview       CA
## 8887                                    Smithsburg       MD
## 8888                                North Lakeport       CA
## 8889                                     Baltimore       OH
## 8890                                     DeCordova       TX
## 8891                                   Indialantic       FL
## 8892                                  Jacksonville       OR
## 8893                                    Eagle Lake       FL
## 8894                              Braddock Heights       MD
## 8895                                      Unadilla       GA
## 8896                                  Green Forest       AR
## 8897                                      Kenhorst       PA
## 8898                                   Chickamauga       GA
## 8899                                        Valley       NE
## 8900                                   North Shore       CA
## 8901                                    David City       NE
## 8902                                      Lawnside       NJ
## 8903                                      Onalaska       TX
## 8904                                        Newton       IL
## 8905                                         Mamou       LA
## 8906                                     Daleville       VA
## 8907                                      Belville       NC
## 8908                                    Tishomingo       OK
## 8909                                Granite Quarry       NC
## 8910                                    Rothsville       PA
## 8911                                  Little Flock       AR
## 8912                                   East Dublin       GA
## 8913                                        Sunset       LA
## 8914                                    Union City       PA
## 8915                                          Wise       VA
## 8916                                        Naples       UT
## 8917                                    Canterwood       WA
## 8918                                     Youngwood       PA
## 8919                                       Parowan       UT
## 8920                                          Troy       NC
## 8921                                        Roslyn       NY
## 8922                                      Tusculum       TN
## 8923                                 Mohave Valley       AZ
## 8924                                  Bean Station       TN
## 8925                                      Villalba       PR
## 8926                                       Gosnell       AR
## 8927                              Lakeview Estates       GA
## 8928                                     Hartsdale       NY
## 8929                                       Bennett       CO
## 8930                                    Ferrysburg       MI
## 8931                                       Buckner       MO
## 8932                                   Fowlerville       MI
## 8933                                   Ocean Grove       NJ
## 8934                                        Colwyn       PA
## 8935                                  Paddock Lake       WI
## 8936                                        Tipton       MO
## 8937                              North Catasauqua       PA
## 8938                                   Casa Conejo       CA
## 8939                               Fairbanks Ranch       CA
## 8940                                         Hoopa       CA
## 8941                                         Solon       IA
## 8942                                  Portageville       MO
## 8943                                  Green Island       NY
## 8944                             Cumberland Center       ME
## 8945                              North Sioux City       SD
## 8946                                       Comunas       PR
## 8947                                       Malabar       FL
## 8948                                        Sonora       TX
## 8949                                         Kechi       KS
## 8950                                     Escatawpa       MS
## 8951                                    Millington       NJ
## 8952                                        Frisco       CO
## 8953                                     Louisburg       NC
## 8954                                    St. Maries       ID
## 8955                                     Williston       FL
## 8956                                     Lake City       PA
## 8957                                      Columbus       KS
## 8958                                     Gillespie       IL
## 8959                                       Sisters       OR
## 8960                                           Ajo       AZ
## 8961                                         Loíza       PR
## 8962                                      Lakemore       OH
## 8963                                     Bel-Ridge       MO
## 8964                                   Timberville       VA
## 8965                          Brisas del Campanero       PR
## 8966                                     Seagraves       TX
## 8967                                   Citrus City       TX
## 8968                                      Stamford       TX
## 8969                                     Long Lake       IL
## 8970                                     Grenelefe       FL
## 8971                                        Aromas       CA
## 8972                                    Crownpoint       NM
## 8973                                       Seymour       TX
## 8974                                     Glenville       CT
## 8975                                     Sublimity       OR
## 8976                               Lake Wilderness       VA
## 8977                                     Coalfield       TN
## 8978                                   Castroville       TX
## 8979                                    Versailles       OH
## 8980                                    Deer Lodge       MT
## 8981                                        Elkton       VA
## 8982                                      Lochsloy       WA
## 8983                                    Brookville       NY
## 8984                                       Keasbey       NJ
## 8985                                     McCormick       SC
## 8986                                         Afton       MN
## 8987                                  Williams Bay       WI
## 8988                                      Spearman       TX
## 8989                            Great Neck Estates       NY
## 8990                                   High Bridge       WA
## 8991                                    Frostproof       FL
## 8992                                      La Salle       CO
## 8993                                       Mohnton       PA
## 8994                       Tierras Nuevas Poniente       PR
## 8995                                    River Bend       NC
## 8996                                     Mansfield       PA
## 8997                                       Belmont       PA
## 8998                                  Simpsonville       KY
## 8999                                      Garfield       TX
## 9000                                          Alva       FL
## 9001                                        Medina       WA
## 9002                                      Philippi       WV
## 9003                                      Cape May       NJ
## 9004                                       Florida       NY
## 9005                                      El Cerro       NM
## 9006                                      Hilliard       FL
## 9007                                    Lake Orion       MI
## 9008                                     Homestead       PA
## 9009                                    Vails Gate       NY
## 9010                                   Saylorville       IA
## 9011                                        Wilton       IA
## 9012                                      Glenrock       WY
## 9013                                         Cache       OK
## 9014                               Rancho Santa Fe       CA
## 9015                                    Providence       KY
## 9016                                       Madison       WV
## 9017                                    Cherryvale       SC
## 9018                                      Kingston       WA
## 9019                                   South Point       OH
## 9020                                        Attica       IN
## 9021                                      Patillas       PR
## 9022                                      Lucedale       MS
## 9023                                     Williston       SC
## 9024                                   Elm Springs       AR
## 9025                                       Hampton       SC
## 9026                                      Chandler       OK
## 9027                                  Seven Fields       PA
## 9028                                      Brighton       AL
## 9029                                    Greenfield       MN
## 9030                                       Madison       FL
## 9031                                      Culloden       WV
## 9032                                       Mosheim       TN
## 9033                                     Woodlynne       NJ
## 9034                              Commercial Point       OH
## 9035                                     Aspinwall       PA
## 9036                                         Akron       NY
## 9037                                  Oconto Falls       WI
## 9038                                         Amery       WI
## 9039                                  Flemingsburg       KY
## 9040                               Wilkshire Hills       OH
## 9041                                      Bar Nunn       WY
## 9042                                       Luyando       PR
## 9043                                       El Paso       IL
## 9044                                         Inman       SC
## 9045                                       Hartley       CA
## 9046                                         Jones       OK
## 9047                                     Whitehall       MI
## 9048                                       Dogtown       CA
## 9049                                      Brazoria       TX
## 9050                                         Onawa       IA
## 9051                                    Womelsdorf       PA
## 9052                                   Shallowater       TX
## 9053                                    Burlington       OH
## 9054                                   Springfield       GA
## 9055                                      La Luisa       PR
## 9056                                         Eutaw       AL
## 9057                                     Saugatuck       CT
## 9058                                        Kalama       WA
## 9059                                      Big Lake       AK
## 9060                                    La Dolores       PR
## 9061                                  Watkinsville       GA
## 9062                                    Lido Beach       NY
## 9063                                       Clayton       NM
## 9064                                      Grottoes       VA
## 9065                            Graymoor-Devondale       KY
## 9066                                      Hamilton       TX
## 9067                                    Warren AFB       WY
## 9068                                      Brighton       TN
## 9069                                        Butler       IN
## 9070                                        Winner       SD
## 9071                                  Fayetteville       WV
## 9072                                      Richmond       UT
## 9073                                    Bonny Doon       CA
## 9074                                  Greens Farms       CT
## 9075                                 Lake Shastina       CA
## 9076                                  Lake Wynonah       PA
## 9077                                   Platteville       CO
## 9078                                       Montara       CA
## 9079                                     Ridgewood       IL
## 9080                                    Pearisburg       VA
## 9081                                     Ford City       PA
## 9082                                  Indian Hills       KY
## 9083                              Colonial Heights       TN
## 9084                                      Wind Gap       PA
## 9085                                   West Monroe       MI
## 9086                                     New Haven       MO
## 9087                                        Marion       KY
## 9088                                         Elgin       SC
## 9089                                     Summerset       SD
## 9090                            Menlo Park Terrace       NJ
## 9091                                 Mountain Iron       MN
## 9092                                    Janesville       CA
## 9093                                      Woodside       PA
## 9094                                      Soperton       GA
## 9095                                   West Berlin       NJ
## 9096                                    Santa Rosa       TX
## 9097                                          Ross       OH
## 9098                                       Lindsay       OK
## 9099                             Fairfield Harbour       NC
## 9100                               Kachina Village       AZ
## 9101                                  East Norwich       NY
## 9102                                          Weed       CA
## 9103                                     Woodville       TX
## 9104                                     Park View       IA
## 9105                                Silver Springs       FL
## 9106                                        Atkins       AR
## 9107                                      New Hope       AL
## 9108                                        Turley       OK
## 9109                             Tilton Northfield       NH
## 9110                               Chester Heights       PA
## 9111                                        Ithaca       MI
## 9112                                          Sage       CA
## 9113                                  Bloomingdale       GA
## 9114                                        Albany       IN
## 9115                                      Piedmont       MO
## 9116                                      Pembroke       NC
## 9117                                     Fairfield       TX
## 9118                                  Piedra Aguza       PR
## 9119                                           Ava       MO
## 9120                                    Pine Grove       CA
## 9121                                        Poteet       TX
## 9122                                    Eatonville       WA
## 9123                                    Hillsville       VA
## 9124                             Mountain Home AFB       ID
## 9125                                   Clarksville       TX
## 9126                                  Cordes Lakes       AZ
## 9127                                         Norco       LA
## 9128                       Aberdeen Proving Ground       MD
## 9129                                      Lakewood       SC
## 9130                         Paramount-Long Meadow       MD
## 9131                                       Everson       WA
## 9132                                   Buena Vista       CO
## 9133                                       Wendell       ID
## 9134                                       Windsor       MO
## 9135                                   Garden View       PA
## 9136                                    Osage City       KS
## 9137                                        Clever       MO
## 9138                                   Brandenburg       KY
## 9139                          Fairfield University       CT
## 9140                                  Lake Success       NY
## 9141                                    Keeseville       NY
## 9142                                      Pageland       SC
## 9143                                  Lake Wissota       WI
## 9144                                          Lena       IL
## 9145                               Oaklawn-Sunview       KS
## 9146                                         Crewe       VA
## 9147                                  Delavan Lake       WI
## 9148                                        Sumner       IL
## 9149                                      Lockport       LA
## 9150                                   Yanceyville       NC
## 9151                                         Wales       WI
## 9152                                         Union       NJ
## 9153                                    Mendenhall       MS
## 9154                                  Freemansburg       PA
## 9155                                  East Douglas       MA
## 9156                                      Homedale       ID
## 9157                                          Taft       TX
## 9158                                   Holly Hills       CO
## 9159                                   Choccolocco       AL
## 9160                                    Follansbee       WV
## 9161                                        Aguada       PR
## 9162                                      Lakeland       GA
## 9163                                   Rogers City       MI
## 9164                           Idyllwild-Pine Cove       CA
## 9165                                   Cedar Crest       MA
## 9166                                    Shenandoah       VA
## 9167                                       Chauvin       LA
## 9168                                     Wimberley       TX
## 9169                                 Voorheesville       NY
## 9170                                   Poplarville       MS
## 9171                                         Davis       OK
## 9172                       Dixon Lane-Meadow Creek       CA
## 9173                                     Caledonia       MN
## 9174                                      Heyworth       IL
## 9175                           White Mountain Lake       AZ
## 9176                                 Mountain View       AR
## 9177                                     Weedpatch       CA
## 9178                                  Dodge Center       MN
## 9179                                        Almont       MI
## 9180                                   Quarryville       PA
## 9181                                          Lula       GA
## 9182                             Bolivar Peninsula       TX
## 9183                                     Allendale       SC
## 9184                                       Palermo       NJ
## 9185                                    Lake Helen       FL
## 9186                                        Denver       NC
## 9187                                       Clarion       IA
## 9188                                        Norway       MI
## 9189                                   Thermopolis       WY
## 9190                             Deep River Center       CT
## 9191                                    North Pole       AK
## 9192                                      Bushnell       IL
## 9193                                  Federalsburg       MD
## 9194                                     Highlands       CA
## 9195                                   Dakota City       NE
## 9196                                    Goldstream       AK
## 9197                                      Bayfield       CO
## 9198                                        Ranger       TX
## 9199                                          Bath       PA
## 9200                                 Lakeside Park       KY
## 9201                                     Pine Lawn       MO
## 9202                                   Philipsburg       PA
## 9203                                   Desert Aire       WA
## 9204                                        Verona       MS
## 9205                                   Springfield       KY
## 9206                                    Manistique       MI
## 9207                                        Sibley       IA
## 9208                                        Calera       OK
## 9209                                    Carrabelle       FL
## 9210                                   Meadow Oaks       FL
## 9211                                 Essex Village       CT
## 9212                                   Spring Lake       NJ
## 9213                              North Barrington       IL
## 9214                                   Millersburg       OR
## 9215                                        Norton       KS
## 9216                                      Marietta       OK
## 9217                              Westport Village       CT
## 9218                              Kingston Springs       TN
## 9219                                    Huntsville       AR
## 9220                                        Colfax       WA
## 9221                                      Kalaeloa       HI
## 9222                                 Donalsonville       GA
## 9223                                       Towanda       PA
## 9224                                   Munsey Park       NY
## 9225                                    Selbyville       DE
## 9226                                        Devola       OH
## 9227                                      Kewaunee       WI
## 9228                                     Chatfield       MN
## 9229                                    New Madrid       MO
## 9230                                  Rancho Viejo       TX
## 9231                                   South Nyack       NY
## 9232                                      Bicknell       IN
## 9233                                     Mars Hill       NC
## 9234                               Montgomery City       MO
## 9235                                   Yadkinville       NC
## 9236                                      Walworth       WI
## 9237                              South Hutchinson       KS
## 9238                                 Washoe Valley       NV
## 9239                                     Covington       IN
## 9240                                    Fobes Hill       WA
## 9241                                       Decherd       TN
## 9242                                       Mondovi       WI
## 9243                                      Aberdeen       ID
## 9244                                       Fairfax       IA
## 9245                                   Eagle Point       AL
## 9246                                        Inwood       WV
## 9247                                     Abbeville       GA
## 9248                                    Manchester       PA
## 9249                                       Ingenio       PR
## 9250                                      Chuluota       FL
## 9251                                   Newmanstown       PA
## 9252                            Round Lake Heights       IL
## 9253                                     St. Helen       MI
## 9254                                         Oasis       CA
## 9255                                         Delta       OH
## 9256                                      Franklin       MI
## 9257                                  Keego Harbor       MI
## 9258                                     Ridgemark       CA
## 9259                                West Ishpeming       MI
## 9260                                   Centreville       AL
## 9261                                    Carrizales       PR
## 9262                                     Hillsboro       KS
## 9263                                  Harveys Lake       PA
## 9264                                       Anahola       HI
## 9265                                Kings Bay Base       GA
## 9266                                        Galena       KS
## 9267                                     Wilburton       OK
## 9268                                     Hawthorne       NV
## 9269                                       Edcouch       TX
## 9270                                   New Cordell       OK
## 9271                                Navy Yard City       WA
## 9272                                        Triana       AL
## 9273                                 Grundy Center       IA
## 9274                                        Madrid       IA
## 9275                                     St. Marys       KS
## 9276                                     Cave City       KY
## 9277                               Munsons Corners       NY
## 9278                                    West Grove       PA
## 9279                                     Loma Rica       CA
## 9280                                      Kulpmont       PA
## 9281                                      Romoland       CA
## 9282                                        Milton       WV
## 9283                                      Rossmoor       NJ
## 9284                                  Wernersville       PA
## 9285                                    Reed Creek       GA
## 9286                                 Honeoye Falls       NY
## 9287                                  Bowmansville       PA
## 9288                                        Sutter       CA
## 9289                                          Tool       TX
## 9290                                    New Bremen       OH
## 9291                              Oak Trail Shores       TX
## 9292                                    Pennington       NJ
## 9293                                          Pima       AZ
## 9294                                      Hamilton       IL
## 9295                                    Cordaville       MA
## 9296                                         Crest       CA
## 9297                          White River Junction       VT
## 9298                                        Angola       NY
## 9299                                        Arcola       IL
## 9300                                    Moundville       AL
## 9301                                  Lake Cassidy       WA
## 9302                             Arlington Heights       WA
## 9303                                     St. Clair       PA
## 9304                                  East Gaffney       SC
## 9305                                       Rainier       WA
## 9306                                       Statham       GA
## 9307                                North Crossett       AR
## 9308                               Potala Pastillo       PR
## 9309                                     Fallsburg       NY
## 9310                              West Brattleboro       VT
## 9311                                  Tainter Lake       WI
## 9312                                    Emmitsburg       MD
## 9313                                        Albany       MN
## 9314                                   Hardinsburg       KY
## 9315                             Plainsboro Center       NJ
## 9316                                  New Tazewell       TN
## 9317                                   Quail Ridge       FL
## 9318                                      Perryman       MD
## 9319                                          Emma       NC
## 9320                                         Freer       TX
## 9321                                    Capitanejo       PR
## 9322                                       Diamond       IL
## 9323                                  Fayetteville       PA
## 9324                              Horseheads North       NY
## 9325                                        Creola       AL
## 9326                                        Hallam       PA
## 9327                                       Grifton       NC
## 9328                         Pepperdine University       CA
## 9329                                    Greenville       DE
## 9330                              North Kingsville       OH
## 9331                                        Cokato       MN
## 9332                                     Eastpoint       FL
## 9333                                      Riverton       NJ
## 9334                                    Morgantown       KY
## 9335                                       Licking       MO
## 9336                                     Thomaston       NY
## 9337                                 Heritage Lake       IN
## 9338                                  Shady Shores       TX
## 9339                               Dade City North       FL
## 9340                                       Windsor       VA
## 9341                             Pemberton Heights       NJ
## 9342                                        Conrad       MT
## 9343                              Homestead Valley       CA
## 9344                                   Barnesville       MN
## 9345                                        Morton       PA
## 9346                               Pleasant Valley       MO
## 9347                                       Bonifay       FL
## 9348                                         Croom       MD
## 9349                                   Gastonville       PA
## 9350                                   Knob Noster       MO
## 9351                                   Marlborough       MO
## 9352                                       Refugio       TX
## 9353                                     Haverhill       FL
## 9354                                       Madison       IL
## 9355                                        Warsaw       NC
## 9356                                 Jarrettsville       MD
## 9357                                          Lodi       OH
## 9358                                     Fennimore       WI
## 9359                                         Union       MS
## 9360                                    Rising Sun       MD
## 9361                                   McLeansboro       IL
## 9362                           Orchidlands Estates       HI
## 9363                                        Albion       IN
## 9364                                   Centerville       IN
## 9365                              Meridian Village       CO
## 9366                                   Valle Vista       AZ
## 9367                                     Concordia       NJ
## 9368                                       Momence       IL
## 9369                                      Monterey       TN
## 9370                                     Bay Pines       FL
## 9371                                         Libby       MT
## 9372                                      New Town       ND
## 9373                                      Sheridan       IL
## 9374                                 Colorado City       AZ
## 9375                                     Eglin AFB       FL
## 9376                                  Monte Grande       PR
## 9377                              Balcones Heights       TX
## 9378                                      Brinkley       AR
## 9379                                    Oak Harbor       OH
## 9380                                 Brush Prairie       WA
## 9381                                        Vassar       MI
## 9382                                   Middlefield       OH
## 9383                                       Arcadia       LA
## 9384                                        Ferris       TX
## 9385                                       Osceola       WI
## 9386                                  Montana City       MT
## 9387                                 Bellows Falls       VT
## 9388                                       Wellton       AZ
## 9389                                     Whetstone       AZ
## 9390                                         Filer       ID
## 9391                                Vassar College       NY
## 9392                                         Lawai       HI
## 9393                               Washington Park       IL
## 9394                                   Acres Green       CO
## 9395                                    Santa Rosa       NM
## 9396                                        Verona       PA
## 9397                                       Eufaula       OK
## 9398                                    Springdale       SC
## 9399                                      Imperial       PA
## 9400                                    Evansville       WY
## 9401                                     Henderson       GA
## 9402                                    Owensville       MO
## 9403                                         Burns       OR
## 9404                                     Glen Rose       TX
## 9405                                 Cherry Valley       IL
## 9406                                  New Richmond       OH
## 9407                                        Irvine       KY
## 9408                                          Dora       AL
## 9409                                        Roseau       MN
## 9410                                      Lagrange       IN
## 9411                                     St. Henry       OH
## 9412                               Noroton Heights       CT
## 9413                                    Graysville       AL
## 9414                                 Tompkinsville       KY
## 9415                                    Pine Ridge       SC
## 9416                                      Fairview       OK
## 9417                                       Andrews       SC
## 9418                                   Edwards AFB       CA
## 9419                                       Combine       TX
## 9420                                    Swedesboro       NJ
## 9421                                     Richlands       NC
## 9422                                 Santo Domingo       PR
## 9423                                     Hackberry       TX
## 9424                                   Loudonville       OH
## 9425                                 Cape Carteret       NC
## 9426                                         Ester       AK
## 9427                                   Santa Claus       IN
## 9428                                        Stroud       OK
## 9429                                        Tilton       IL
## 9430                                       Luverne       AL
## 9431                                        Grandy       NC
## 9432                                       Marengo       IA
## 9433                                 Oakwood Hills       IL
## 9434                                           Jay       OK
## 9435                                   Sands Point       NY
## 9436                                       Watonga       OK
## 9437                                         Foley       MN
## 9438                                     Stevenson       AL
## 9439                                       Lavonia       GA
## 9440                                     Postville       IA
## 9441                                      Holualoa       HI
## 9442                                 Hallettsville       TX
## 9443                                       Fayette       MO
## 9444                                 Lake Heritage       PA
## 9445                                   Castle Rock       WA
## 9446                                        Mangum       OK
## 9447                                    Bridgetown       MS
## 9448                                        Bowdon       GA
## 9449                               Kimberling City       MO
## 9450                                    Edneyville       NC
## 9451                                   Waynesville       OH
## 9452                                      Hypoluxo       FL
## 9453                                   West Dennis       MA
## 9454                                        Juneau       WI
## 9455                               University Park       MD
## 9456                                East Lansdowne       PA
## 9457                                   Bawcomville       LA
## 9458                                      Floydada       TX
## 9459                                    Harrisburg       AR
## 9460                                    Blue Hills       CT
## 9461                                      Cohasset       MN
## 9462                                       Waverly       VA
## 9463                              Cajah's Mountain       NC
## 9464                                      Marietta       PA
## 9465                                    Hoisington       KS
## 9466                                       Alturas       CA
## 9467                                      Edgewood       FL
## 9468                                         Biggs       CA
## 9469                                      Eminence       KY
## 9470                                  Myrtle Point       OR
## 9471                                     Highspire       PA
## 9472                           Stockton University       NJ
## 9473                                      Ridgeway       AK
## 9474                                   Verona Walk       FL
## 9475                                        Weimar       TX
## 9476                                       Stigler       OK
## 9477                                       Forsyth       MO
## 9478                                     Panhandle       TX
## 9479                                      Moriches       NY
## 9480                               Wisconsin Dells       WI
## 9481                                Davis Junction       IL
## 9482                                    East Tawas       MI
## 9483                                      Hoschton       GA
## 9484                                       Trenton       IL
## 9485                                     Cleveland       FL
## 9486                                    Green Park       MO
## 9487                               Missouri Valley       IA
## 9488                               Pioneer Village       KY
## 9489                              Oakbrook Terrace       IL
## 9490                                     Hennessey       OK
## 9491                                       Newtown       OH
## 9492                                      Superior       AZ
## 9493                               West Portsmouth       OH
## 9494                                         Raoul       GA
## 9495                               Grand Forks AFB       ND
## 9496                                        Crosby       MN
## 9497                                         Milan       NM
## 9498                                       Sumiton       AL
## 9499                                         Egypt       PA
## 9500                                      Sandusky       MI
## 9501                                    Pine Ridge       PA
## 9502                                      Hawarden       IA
## 9503                                      Hartford       KY
## 9504                                        Eldora       IA
## 9505                                        Vinton       TX
## 9506                                   Swartzville       PA
## 9507                                      Cetronia       PA
## 9508                                        Jayuya       PR
## 9509                                        Dayton       OR
## 9510                                    New Boston       OH
## 9511                                      Carthage       NC
## 9512                                          Dyer       TN
## 9513                                      Falmouth       KY
## 9514                                      Townsend       DE
## 9515                                        Questa       NM
## 9516                                 New Palestine       IN
## 9517                                       Polkton       NC
## 9518                                     Ruleville       MS
## 9519                                      Woodbury       TN
## 9520                                South Oroville       CA
## 9521                          Swift Trail Junction       AZ
## 9522                              Venetian Village       IL
## 9523                                           Van       TX
## 9524                                    La Fayette       AL
## 9525                                  Westmoreland       TN
## 9526                                    Bloomfield       IA
## 9527                                       Stanton       TX
## 9528                                        Ponder       TX
## 9529                                      Evendale       OH
## 9530                                          Olga       FL
## 9531                                       Poydras       LA
## 9532                                   Laurel Park       NC
## 9533                                      Merrimac       VA
## 9534                                       Midland       PA
## 9535                                        McAdoo       PA
## 9536                                       Arcanum       OH
## 9537                                       Liberty       NC
## 9538                                        Avilla       IN
## 9539                                      Pocasset       MA
## 9540                         White Sulphur Springs       WV
## 9541                                    Belleville       WI
## 9542                               Russell Springs       KY
## 9543                                      Tokeneke       CT
## 9544                                          Nice       CA
## 9545                                 Garrettsville       OH
## 9546                                     Wentworth       NC
## 9547                                     Strasburg       OH
## 9548                                   East Sonora       CA
## 9549                                 Leisure Knoll       NJ
## 9550                                Forest Heights       MD
## 9551                                   Palmer Lake       CO
## 9552                                Woodland Beach       MI
## 9553                                       Houston       MO
## 9554                                       Sewanee       TN
## 9555                                     Arlington       NY
## 9556                             Hacienda San José       PR
## 9557                                      Fairmont       IL
## 9558                                       Hamburg       AR
## 9559                                        Girard       KS
## 9560                                      Carlisle       KY
## 9561                                        Seneca       IL
## 9562                                       Norwood       NC
## 9563                                      Gillette       NJ
## 9564                                      Pagedale       MO
## 9565                                         Delhi       LA
## 9566                                   West Newton       PA
## 9567                                        Bethel       OH
## 9568                                 Brewster Hill       NY
## 9569                         Underwood-Petersville       AL
## 9570                              North Hartsville       SC
## 9571                                     Sandstone       MN
## 9572                                      La Villa       TX
## 9573                                        Keokea       HI
## 9574                                    The Plains       OH
## 9575                                       Clifton       TN
## 9576                                     Luxemburg       WI
## 9577                        Whidbey Island Station       WA
## 9578                                         Osseo       MN
## 9579                                     Yorkville       NY
## 9580                           Fearrington Village       NC
## 9581                                     La Grange       NC
## 9582                                      Tularosa       NM
## 9583                                          Iona       ID
## 9584                                    Marysville       PA
## 9585                                       Trinity       TX
## 9586                                   Schulenburg       TX
## 9587                       Pine Ridge at Crestwood       NJ
## 9588                                         Hayti       PA
## 9589                                     Fairmount       IN
## 9590                                  Warm Springs       OR
## 9591                                        Lomira       WI
## 9592                                    Wolf Point       MT
## 9593                                West Lafayette       OH
## 9594                                East Williston       NY
## 9595                                        Louisa       KY
## 9596                                 Bedford Hills       NY
## 9597                                     Polk City       FL
## 9598                           Timberline-Fernwood       AZ
## 9599                             Marquette Heights       IL
## 9600                                         Homer       LA
## 9601                                La Selva Beach       CA
## 9602                                   Westminster       LA
## 9603                                     Dillsburg       PA
## 9604                                  West Wyoming       PA
## 9605                                        Salado       TX
## 9606                                    Burlington       KS
## 9607                                     Valentine       NE
## 9608                                       Goldsby       OK
## 9609                                Seminole Manor       FL
## 9610                                    Agua Dulce       TX
## 9611                                        Dublin       VA
## 9612                                   Coto Laurel       PR
## 9613                                     Jacksboro       TN
## 9614                               Preston Heights       IL
## 9615                                      Sylvania       GA
## 9616                                       Winamac       IN
## 9617                                       Kennedy       CA
## 9618                                   New Concord       OH
## 9619                                      Kemmerer       WY
## 9620                                     El Cenizo       TX
## 9621                                       Jemison       AL
## 9622                                        Kalona       IA
## 9623                                      Emajagua       PR
## 9624                                      Hartford       AL
## 9625                                        Wailua       HI
## 9626                                  Chesterfield       IN
## 9627                                     Beechwood       MI
## 9628                                     Lakehurst       NJ
## 9629                                         Bells       TN
## 9630                                        Eupora       MS
## 9631                                        Shelby       MI
## 9632                                   Lake Arthur       LA
## 9633                                         Trion       GA
## 9634                                 Lake Wazeecha       WI
## 9635                                         Derry       PA
## 9636                                 Norton Center       MA
## 9637                                Falling Waters       WV
## 9638                           Luis Lloréns Torres       PR
## 9639                                  Graniteville       SC
## 9640                                    Brookville       IN
## 9641                     Inverness Highlands North       FL
## 9642                                     Leadville       CO
## 9643                                 Abita Springs       LA
## 9644                                      Halesite       NY
## 9645                                      Glenwood       MN
## 9646                                    Charleston       MS
## 9647                                 Ruidoso Downs       NM
## 9648                                         Hoxie       AR
## 9649                                     Eddyville       KY
## 9650                                  Silver Creek       NY
## 9651                                        Lennox       SD
## 9652                                     Rockledge       PA
## 9653                                       Royston       GA
## 9654                                    Gold Beach       OR
## 9655                                  Sutter Creek       CA
## 9656                                       Batavia       OH
## 9657                                        Seward       AK
## 9658                                     Palmhurst       TX
## 9659                                         Muncy       PA
## 9660                                South Congaree       SC
## 9661                                 Fredericktown       OH
## 9662                                    Gluckstadt       MS
## 9663                                   North Beach       MD
## 9664                                         Sylva       NC
## 9665                                Pleasant Ridge       MI
## 9666                                    Montpelier       ID
## 9667                                      Alderton       WA
## 9668                                    Los Prados       PR
## 9669                                         Maine       WI
## 9670                                      Zellwood       FL
## 9671                                  Lovettsville       VA
## 9672                               Clarkson Valley       MO
## 9673                               University Park       NM
## 9674                                         Dulce       NM
## 9675                                     Anchorage       KY
## 9676                                      Montague       MI
## 9677                                  Bohners Lake       WI
## 9678                                  Meadow Glade       WA
## 9679                                     Ball Pond       CT
## 9680                                      New Hope       PA
## 9681                                        Ashley       PA
## 9682                                 Fords Prairie       WA
## 9683                                      Poynette       WI
## 9684                                   Grand Point       LA
## 9685                                   Rock Rapids       IA
## 9686                                        Canton       MO
## 9687                                      Richwood       WV
## 9688                                   Ocean Grove       MA
## 9689                                        Brusly       LA
## 9690                                      Carleton       MI
## 9691                                   Pine Canyon       CA
## 9692                                        Carson       WA
## 9693                                     The Hills       TX
## 9694                                  Three Rivers       CA
## 9695                                       Phoenix       NY
## 9696                               Clifton Gardens       NY
## 9697                                  Marthasville       MO
## 9698                                     Lineville       AL
## 9699                                      Geistown       PA
## 9700                                  Mauriceville       TX
## 9701                                    Rose Hills       CA
## 9702                                       Portage       PA
## 9703                            Wrightsville Beach       NC
## 9704                                 Pleasureville       PA
## 9705                                        Arcola       TX
## 9706                                     Telluride       CO
## 9707                                       Premont       TX
## 9708                                      LaGrange       OH
## 9709                                    Jonesville       MI
## 9710                                        Lisbon       OH
## 9711                                    Carrollton       IL
## 9712                                     Sand Hill       PA
## 9713                                      Junction       TX
## 9714                                         Macon       MS
## 9715                                 Herald Harbor       MD
## 9716                                       Delmont       PA
## 9717                             Westworth Village       TX
## 9718                                       Okolona       MS
## 9719                                    Greensboro       MD
## 9720                                 Mitchellville       IA
## 9721                                       Cordova       AK
## 9722                                 Friday Harbor       WA
## 9723                  Central Heights-Midland City       AZ
## 9724                                    West Union       IA
## 9725                                  Murfreesboro       NC
## 9726                                       Gervais       OR
## 9727                                       Guntown       MS
## 9728                                       Yardley       PA
## 9729                                     Cedaredge       CO
## 9730                                       Dermott       AR
## 9731                                         Cadiz       KY
## 9732                                  Center Point       IA
## 9733                                    Charleston       AR
## 9734                                  Tobaccoville       NC
## 9735                                Holiday Island       AR
## 9736                                      Bushland       TX
## 9737                                        Taylor       AL
## 9738                                  Monroe Manor       NJ
## 9739                                    Coal Creek       CO
## 9740                                  Apalachicola       FL
## 9741                                 English Creek       NJ
## 9742                                     Haw River       NC
## 9743                                      Lithonia       GA
## 9744                                         Kamas       UT
## 9745                                   Pearl River       LA
## 9746                                Pelican Rapids       MN
## 9747                                    Perezville       TX
## 9748                                Hurlburt Field       FL
## 9749                                       Claxton       GA
## 9750                                       Mar-Mac       NC
## 9751                                  Breezy Point       MN
## 9752                                  Cecil-Bishop       PA
## 9753                                      Palisade       CO
## 9754                                East Cleveland       TN
## 9755                                     Loogootee       IN
## 9756                                     Escobares       TX
## 9757                                         Nixon       TX
## 9758                                     Vergennes       VT
## 9759                                     Argentine       MI
## 9760                                 Mountain View       MO
## 9761                                        Pawnee       IL
## 9762                               Guilford Center       CT
## 9763                                   Silver Lake       OH
## 9764                                       Sharpes       FL
## 9765                                         Odell       OR
## 9766                                 Reynoldsville       PA
## 9767                                   Thunderbolt       GA
## 9768                                  North Boston       NY
## 9769                                        Sabina       OH
## 9770                               Borrego Springs       CA
## 9771                                      Lakeview       OR
## 9772                                       Osceola       IN
## 9773                                       Winters       TX
## 9774                                     Bald Knob       AR
## 9775                                    Las Animas       CO
## 9776                                         Hazen       ND
## 9777                                  Desert Hills       AZ
## 9778                                        Potosi       MO
## 9779                                  Midway South       TX
## 9780                                     Covington       OH
## 9781                        Indian Springs Village       AL
## 9782                                Canadian Lakes       MI
## 9783                                     Le Center       MN
## 9784                                      Red Hill       PA
## 9785                                          Muse       PA
## 9786                                 Lincoln Beach       OR
## 9787                                        Dupont       PA
## 9788                                     Parksdale       CA
## 9789                                       Garland       UT
## 9790                                     Bethlehem       WV
## 9791                                        Helper       UT
## 9792                                 Mineral Point       WI
## 9793                                      Lakeland       NY
## 9794                                      Bridgman       MI
## 9795                                          West       TX
## 9796                                South Rosemary       NC
## 9797                                    Ocean View       DE
## 9798                                  Curwensville       PA
## 9799                                     Jefferson       MD
## 9800                                  Williamsburg       OH
## 9801                                      Carthage       IL
## 9802                                         Hooks       TX
## 9803                                 Oxoboxo River       CT
## 9804                                      Fairlawn       VA
## 9805                                       Hickman       NE
## 9806                                   Silver Lake       FL
## 9807                                      Emsworth       PA
## 9808                                      Fillmore       UT
## 9809                                       Oronogo       MO
## 9810                                    Jonesville       NC
## 9811                                  Maugansville       MD
## 9812                                    Gibsonburg       OH
## 9813                                     Farm Loop       AK
## 9814                                   Island Walk       FL
## 9815                                       Belgium       WI
## 9816                                         Wayne       IL
## 9817                                    Penn Farms       PA
## 9818                                       Milford       NE
## 9819                                      Alburtis       PA
## 9820                                     Pikeville       TN
## 9821                                         Rugby       ND
## 9822                                    Louisville       GA
## 9823                                     Strafford       MO
## 9824                                        Dayton       WA
## 9825                                Hernando Beach       FL
## 9826                                       Pantego       TX
## 9827                                       Ravenel       SC
## 9828                                   Millersburg       PA
## 9829                                    New London       OH
## 9830                                Jamestown West       NY
## 9831                                     Hallowell       ME
## 9832                                  Lake Crystal       MN
## 9833                                        Hudson       IA
## 9834                                      Tazewell       TN
## 9835                                      Blasdell       NY
## 9836                                  Maynardville       TN
## 9837                                    Monticello       FL
## 9838                             Honaunau-Napoopoo       HI
## 9839                                        Hewitt       NJ
## 9840                                       Belmont       MS
## 9841                                     McQueeney       TX
## 9842                                      Gibsonia       PA
## 9843                                    New London       IA
## 9844                                    Janesville       MN
## 9845                                         Jesup       IA
## 9846                                    Monticello       GA
## 9847                                        Cabool       MO
## 9848                                    Marshville       NC
## 9849                                 Edgemont Park       MI
## 9850                                     Crisfield       MD
## 9851                               Lexington Hills       CA
## 9852                 Florida Gulf Coast University       FL
## 9853                                          Enon       OH
## 9854                                  Buckeye Lake       OH
## 9855                                   Hughesville       PA
## 9856                                      Carthage       TN
## 9857                                    Greenbriar       FL
## 9858                              South Bloomfield       OH
## 9859                                         Galva       IL
## 9860                                     Stapleton       AL
## 9861                                       Lathrop       MO
## 9862                                   Grissom AFB       IN
## 9863                                  Calvert City       KY
## 9864                                     Watertown       FL
## 9865                                       Clinton       AR
## 9866                                     Belvidere       NJ
## 9867                                      Piermont       NY
## 9868                                        Linden       AZ
## 9869                                      Buckhorn       CA
## 9870                                     Concordia       MO
## 9871                           White Island Shores       MA
## 9872                                      Piperton       TN
## 9873                                   Walnut Hill       TN
## 9874                                Bayou La Batre       AL
## 9875                                        Remlap       AL
## 9876                                  White Salmon       WA
## 9877                                 Barnum Island       NY
## 9878                                       Cricket       NC
## 9879                                   Spring Lake       MI
## 9880                                         Avoca       PA
## 9881                                    Petersburg       WV
## 9882                                         Calwa       CA
## 9883                                  Terre du Lac       MO
## 9884                                 Bowling Green       FL
## 9885                                    Petersburg       IL
## 9886                                    La Mesilla       NM
## 9887                                        Rheems       PA
## 9888                                   Marionville       MO
## 9889                                      Seaville       NJ
## 9890                                     Riverdale       CA
## 9891                                       Clayton       AL
## 9892                                     Agua Fria       NM
## 9893                                     Willamina       OR
## 9894                                   Boles Acres       NM
## 9895                                        Harlem       FL
## 9896                                 Sleepy Hollow       CA
## 9897                                       Seville       OH
## 9898                                    Monserrate       PR
## 9899                                       Sabetha       KS
## 9900                                    White Pine       TN
## 9901                                    Winneconne       WI
## 9902                                         Lapel       IN
## 9903                                       Ashland       PA
## 9904                                        Kiefer       OK
## 9905                                      Bellevue       ID
## 9906                                       Sacaton       AZ
## 9907                                Wilson's Mills       NC
## 9908                                      Brewster       NY
## 9909                                        Warden       WA
## 9910                                   One Loudoun       VA
## 9911                                       Amherst       VA
## 9912                                     Josephine       TX
## 9913                                 Berkeley Lake       GA
## 9914                                   Youngsville       NC
## 9915                                     Weatherly       PA
## 9916                             Cambridge Springs       PA
## 9917                                 Shawnee Hills       OH
## 9918                                       England       AR
## 9919                                    Bon Secour       AL
## 9920                                        Goshen       AR
## 9921                                     Oak Grove       VA
## 9922                                        Elwood       IL
## 9923                                   Bridgeville       DE
## 9924                                        Burley       WA
## 9925                                     Fort Hall       ID
## 9926                                    Clearwater       KS
## 9927                                       Trinity       AL
## 9928                            North Rock Springs       WY
## 9929                                        Monroe       UT
## 9930                                     Deerfield       WI
## 9931                                      St. Paul       NE
## 9932                                   Nicoma Park       OK
## 9933                                  Pretty Bayou       FL
## 9934                                        Palmer       TX
## 9935                                      Sterling       KS
## 9936                                      Parkwood       CA
## 9937                                 Bonners Ferry       ID
## 9938                                        Lyford       TX
## 9939                                       Penndel       PA
## 9940                                    Cumberland       WI
## 9941                                        Fulton       KY
## 9942                                     Casselton       ND
## 9943                                   Landisville       PA
## 9944                                Dalton Gardens       ID
## 9945                                  Daingerfield       TX
## 9946                                   New Stanton       PA
## 9947                                    Versailles       MO
## 9948                                Leith-Hatfield       PA
## 9949                                          Guin       AL
## 9950                                      Brooklyn       IN
## 9951                                    Stormstown       PA
## 9952                                        Lawson       MO
## 9953                                     Rushville       IL
## 9954                                      Ridgetop       TN
## 9955                              Panorama Village       TX
## 9956                                        Salina       UT
## 9957                                    Eatonville       FL
## 9958                                Palmview South       TX
## 9959                                    Rural Hill       TN
## 9960                                  Cape Neddick       ME
## 9961                             Black Canyon City       AZ
## 9962                             Owens Cross Roads       AL
## 9963                                       Elmwood       IL
## 9964                                  Spring Mount       PA
## 9965                                    Greensboro       AL
## 9966                                     Jonestown       TX
## 9967                                       Thorsby       AL
## 9968                              Holly Lake Ranch       TX
## 9969                                        Meeker       CO
## 9970                                      Mattawan       MI
## 9971                                   West Bishop       CA
## 9972                               De Leon Springs       FL
## 9973                                    Sag Harbor       NY
## 9974                                     Arkwright       SC
## 9975                                      Pembroke       GA
## 9976                                 Hampton Beach       NH
## 9977                                       Hayward       WI
## 9978                                      Malakoff       TX
## 9979                                      Demorest       GA
## 9980                                   Shell Point       SC
## 9981                                      Chewelah       WA
## 9982                                    Lauderdale       MN
## 9983                                    Chase City       VA
## 9984                                 Spring Valley       MN
## 9985                                       Wabasha       MN
## 9986                                      Rockdale       IL
## 9987                                       Ashford       AL
## 9988                                       Dousman       WI
## 9989                                   Hughesville       MD
## 9990                                     Natalbany       LA
## 9991                                       Walters       OK
## 9992                                   Star Valley       AZ
## 9993                                    Kure Beach       NC
## 9994                                      Hartford       MI
## 9995                                         Loris       SC
## 9996                                     New Llano       LA
## 9997                            Carlisle-Rockledge       AL
## 9998                                       Marmora       NJ
## 9999                                       Holcomb       KS
## 10000                                  Twain Harte       CA
## 10001                                       Benton       LA
## 10002                                       Durant       MS
## 10003                                     Hopelawn       NJ
## 10004                                Granite Falls       MN
## 10005                                  Crooksville       OH
## 10006                                    Arlington       MN
## 10007                                 Lake Katrine       NY
## 10008                                      Landrum       SC
## 10009                                    Reed City       MI
## 10010                                    Pottsboro       TX
## 10011                                     Lakeside       MT
## 10012                                    Good Hope       AL
## 10013                                      Belmond       IA
## 10014                                         Polo       IL
## 10015                                      Parsons       TN
## 10016                                  Brownsville       PA
## 10017                                   Middlebush       NJ
## 10018                                 Brinckerhoff       NY
## 10019                                  Christopher       IL
## 10020                                   Paden City       WV
## 10021                                  West Belmar       NJ
## 10022                              Beaver Dam Lake       NY
## 10023                                Beverly Hills       TX
## 10024                                        Lusby       MD
## 10025                                     Hanapepe       HI
## 10026                                       Meyers       CA
## 10027                                 Indian Hills       TX
## 10028                                     Pine Air       FL
## 10029                                      Leonard       TX
## 10030                                  Coudersport       PA
## 10031                                 Jean Lafitte       LA
## 10032                          Circle D-KC Estates       TX
## 10033                                        Amboy       IL
## 10034                                North Prairie       WI
## 10035                                        Ossun       LA
## 10036                                    Thorofare       NJ
## 10037                               Roaring Spring       PA
## 10038                                Cabana Colony       FL
## 10039                                   Adamsville       TN
## 10040                                  Day Heights       OH
## 10041                                       Lavaca       AR
## 10042                             North Middletown       NJ
## 10043                                    Wellsburg       WV
## 10044                                    Snow Hill       MD
## 10045                             China Lake Acres       CA
## 10046                                      Matoaca       VA
## 10047                                 Vista Center       NJ
## 10048                                     Bluewell       WV
## 10049                                   Manchester       KY
## 10050                     Slippery Rock University       PA
## 10051                                  Bunker Hill       OR
## 10052                                  Whittingham       NJ
## 10053                                         Vamo       FL
## 10054                                       Geneva       WA
## 10055                              Belleair Bluffs       FL
## 10056                                   Lake Meade       PA
## 10057                                      Henagar       AL
## 10058                                    Caryville       TN
## 10059                                         Bono       AR
## 10060                                  Lake Placid       FL
## 10061                                     Sisseton       SD
## 10062                                     Bellevue       IL
## 10063                                   Olmos Park       TX
## 10064                               Horseshoe Bend       AR
## 10065                                       Blaine       TN
## 10066                                       Mascot       TN
## 10067                                      Collins       MS
## 10068                                      Brogden       NC
## 10069                                Maggie Valley       NC
## 10070                                       Midway       GA
## 10071                                      Mayodan       NC
## 10072                                Tioga Terrace       NY
## 10073                                   Myersville       MD
## 10074                                       Estill       SC
## 10075                                  Fort Pierre       SD
## 10076                          Colonial Pine Hills       SD
## 10077                                 New Ellenton       SC
## 10078                                  Ball Ground       GA
## 10079                                   Kenilworth       IL
## 10080                                     McKinley       PA
## 10081                                        Casey       IL
## 10082                                 Crystal Lake       CT
## 10083                          Goose Creek Village       VA
## 10084                                        Talty       TX
## 10085                                  Walnut Cove       NC
## 10086                                 Belle Plaine       IA
## 10087                                   Bloomfield       IN
## 10088                                        Boron       CA
## 10089                                     Richland       MO
## 10090                                       Sunray       TX
## 10091                                      Aviston       IL
## 10092                                      Holyoke       CO
## 10093                                     Dennison       OH
## 10094                                     Brighton       IL
## 10095                                    Elmendorf       TX
## 10096                                 Oakland City       IN
## 10097                                    Chesaning       MI
## 10098                                   Lewisville       WA
## 10099                               Lawson Heights       PA
## 10100                                   La Fermina       PR
## 10101                                   Belle Rose       LA
## 10102                                   Bridgeport       WA
## 10103                                      Madelia       MN
## 10104                                    Riverside       AL
## 10105                                         Paia       HI
## 10106                                   Horse Cave       KY
## 10107                                  Franklinton       NC
## 10108                                   Lake Kiowa       TX
## 10109                                     Astatula       FL
## 10110                                       Olivia       MN
## 10111                               Weatherby Lake       MO
## 10112                                       Oliver       PA
## 10113                                    Matamoras       PA
## 10114                                    Brookwood       AL
## 10115                                         Ross       CA
## 10116                                        Mayer       MN
## 10117                                   Kirbyville       TX
## 10118                                    Rio Verde       AZ
## 10119                                    Drumright       OK
## 10120                              Berkshire Lakes       FL
## 10121                                         Zion       PA
## 10122                                  Haynesville       LA
## 10123                                   Dolgeville       NY
## 10124                                  Chamberlain       SD
## 10125                                  Arroyo Seco       NM
## 10126                                     Fairmont       NC
## 10127                                    Adamstown       PA
## 10128                                 East Berwick       PA
## 10129                               Fox Lake Hills       IL
## 10130                                  Laurel Lake       NJ
## 10131                                         Anza       CA
## 10132                                 Bentleyville       PA
## 10133                                   Sun Valley       PA
## 10134                                  Leavenworth       WA
## 10135                                     Halstead       KS
## 10136                                 Swepsonville       NC
## 10137                                  Villa Grove       IL
## 10138                                 North Conway       NH
## 10139                                       Owings       MD
## 10140                                    Walkerton       IN
## 10141                        Channel Islands Beach       CA
## 10142                                   Blacksburg       SC
## 10143                                      La Pine       OR
## 10144                               Plumsteadville       PA
## 10145                                    Excelsior       MN
## 10146                                   Ninety Six       SC
## 10147                                      Galateo       PR
## 10148                               Uvalde Estates       TX
## 10149                                   Woodsfield       OH
## 10150                                  Wilberforce       OH
## 10151                                       Butler       AL
## 10152                                  Westminster       SC
## 10153                                  Neillsville       WI
## 10154                                         Inez       TX
## 10155                                   Reidsville       GA
## 10156                                   Leachville       AR
## 10157                                       Bagdad       AZ
## 10158                                       Ciales       PR
## 10159                                  Windy Hills       KY
## 10160                                      Rangely       CO
## 10161                                       Hudson       MI
## 10162                                    Glen Lyon       PA
## 10163                                          Gap       PA
## 10164                                       Granby       MO
## 10165                                     Canadian       TX
## 10166                                   San Rafael       NM
## 10167                                        Henry       IL
## 10168                                        Perry       MI
## 10169                                   Waynesboro       TN
## 10170                                    Riverbend       WA
## 10171                                       Center       CO
## 10172                                   South Taft       CA
## 10173                                    New Eagle       PA
## 10174                                 Center Point       NM
## 10175                                     Leonardo       NJ
## 10176                               North Falmouth       MA
## 10177                                   Sugarcreek       OH
## 10178                                 Burns Harbor       IN
## 10179                                    Fruitland       NC
## 10180                       Dalworthington Gardens       TX
## 10181                                     Croswell       MI
## 10182                                         Como       WI
## 10183                                  Spring City       TN
## 10184                                 Lincoln Park       NY
## 10185                            Santa Rosa Valley       CA
## 10186                                         York       AL
## 10187                                       Kahuku       HI
## 10188                                    Glen Rock       PA
## 10189                                      Texanna       OK
## 10190                                     Fredonia       WI
## 10191                                  Ravensworth       VA
## 10192                               North Sarasota       FL
## 10193                                   Brownville       NJ
## 10194                                   Park Falls       WI
## 10195                                   Corralitos       CA
## 10196                                Mountain City       TN
## 10197                                       Winnie       TX
## 10198                                  Shawneeland       VA
## 10199                                     Helmetta       NJ
## 10200                                   Middletown       IN
## 10201                                       Kinsey       AL
## 10202                                        Allyn       WA
## 10203                                   Darlington       WI
## 10204                                Rockwell City       IA
## 10205                                   Whitesboro       NJ
## 10206                                   Greenfield       TN
## 10207                                      Nekoosa       WI
## 10208                                    Beresford       SD
## 10209                            Bertsch-Oceanview       CA
## 10210                                 East Oakdale       CA
## 10211                                    Rockville       MN
## 10212                                      Chester       WV
## 10213                                   Lake Ozark       MO
## 10214                                  Upper Nyack       NY
## 10215                                        Italy       TX
## 10216                                   Charlevoix       MI
## 10217                                   Cross City       FL
## 10218                                      Ingalls       IN
## 10219                                  Wheeler AFB       HI
## 10220                                      Thoreau       NM
## 10221                               Mission Canyon       CA
## 10222                                       Poland       OH
## 10223                                   Farmington       MS
## 10224                                       Hinton       WV
## 10225                                       Tahoka       TX
## 10226                                       Sorgho       KY
## 10227                             Prince Frederick       MD
## 10228                                      Newaygo       MI
## 10229                                La Porte City       IA
## 10230                                        Koloa       HI
## 10231                                          Bay       AR
## 10232                                      Hermann       MO
## 10233                                   Petersburg       IN
## 10234                                     Bellevue       IA
## 10235                                       Effort       PA
## 10236                                     Thruston       KY
## 10237                                   Graceville       FL
## 10238                               Hedwig Village       TX
## 10239                                        Ozona       TX
## 10240                                        Dover       AR
## 10241                                    Cass City       MI
## 10242                                      Bodfish       CA
## 10243                                    Inverness       CO
## 10244                             Cienegas Terrace       TX
## 10245                                Des Allemands       LA
## 10246                                        Alamo       TN
## 10247                                      Leipsic       OH
## 10248                              Heber-Overgaard       AZ
## 10249                                         Wray       CO
## 10250                                         Many       LA
## 10251                                   Kensington       MD
## 10252                                     Elysburg       PA
## 10253                                         Drew       MS
## 10254                                   Cabin John       MD
## 10255                                       Lemont       PA
## 10256                                     Bay City       OR
## 10257                                       Fritch       TX
## 10258                                      Tremont       IL
## 10259                                 Taylorsville       NC
## 10260                                  Spruce Pine       NC
## 10261                                 West Hammond       NM
## 10262                                       Eleele       HI
## 10263                                     Brewster       WA
## 10264                               Palmas del Mar       PR
## 10265                                   Los Llanos       PR
## 10266                                Port Allegany       PA
## 10267                                   Kerhonkson       NY
## 10268                                   San Ysidro       NM
## 10269                                     Altamont       IL
## 10270                                    Riverside       PA
## 10271                                  Morrisville       VT
## 10272                                       Pegram       TN
## 10273                                 Lake Holiday       VA
## 10274                                    Gassville       AR
## 10275                                       Driggs       ID
## 10276                                      Kimball       NE
## 10277                                        Sells       AZ
## 10278                               Lake Summerset       IL
## 10279                                    Sour Lake       TX
## 10280                                   New Lisbon       WI
## 10281                                    Rockville       IN
## 10282                                   Whitesburg       KY
## 10283                                    Eddystone       PA
## 10284                                 Rouses Point       NY
## 10285                                      Oakboro       NC
## 10286                                   Pine Beach       NJ
## 10287                                   Pine Crest       TN
## 10288                                 Sierra Ridge       CO
## 10289                                   Bridgeport       AL
## 10290                                   Cudjoe Key       FL
## 10291                                Colorado City       CO
## 10292                                      Staples       MN
## 10293                                       Masury       OH
## 10294                                     San José       PR
## 10295                                   Stagecoach       NV
## 10296                                 West Wareham       MA
## 10297                                      Jackson       KY
## 10298                                 Rolling Fork       MS
## 10299                                        Kouts       IN
## 10300                                      Gambier       OH
## 10301                                    Tullytown       PA
## 10302                                    Belvedere       CA
## 10303                              South Pottstown       PA
## 10304                                     Commerce       OK
## 10305                                Stephens City       VA
## 10306                                   Georgetown       PA
## 10307                                      Macopin       NJ
## 10308                                   Greensburg       KY
## 10309                                       Kerens       TX
## 10310                                 Isle of Hope       GA
## 10311                                     Lakeview       CA
## 10312                                   Rineyville       KY
## 10313                                     Monrovia       MD
## 10314                                       Turner       OR
## 10315                                    Mayflower       AR
## 10316                                       Chetek       WI
## 10317                                     Kentwood       LA
## 10318                                  Marcus Hook       PA
## 10319                                     Kalkaska       MI
## 10320                                     Magnolia       TX
## 10321                                       Athens       IL
## 10322                                    Gibbsboro       NJ
## 10323                                      Elberta       AL
## 10324                                     Falconer       NY
## 10325                                        Kenly       NC
## 10326                                   Mount Zion       GA
## 10327                                       Sparks       GA
## 10328                                   Sugar City       ID
## 10329                                    New Miami       OH
## 10330                                Mariano Colón       PR
## 10331                                      Antlers       OK
## 10332                                 North Judson       IN
## 10333                                     Thornton       IL
## 10334                                      Dunkirk       MD
## 10335                                     Wakarusa       IN
## 10336                                    Flandreau       SD
## 10337                            Lake of the Woods       IL
## 10338                                   Plattsburg       MO
## 10339                                       Haslet       TX
## 10340                                      Anahuac       TX
## 10341                                        Wrens       GA
## 10342                                       Eureka       KS
## 10343                            Roosevelt Gardens       FL
## 10344                               Juniper Canyon       OR
## 10345                                Siena College       NY
## 10346                                     Rockwell       NC
## 10347                                    Brundidge       AL
## 10348                                   Lithopolis       OH
## 10349                                    Cave City       AR
## 10350                                       Gumlog       GA
## 10351                                    Stanfield       OR
## 10352                                      Fannett       TX
## 10353                                       Merkel       TX
## 10354                                     Oakhurst       OK
## 10355                                        Alpha       NJ
## 10356                                  Westmorland       CA
## 10357                                  West Branch       IA
## 10358                                       Colfax       CA
## 10359                                   Meyersdale       PA
## 10360                                     Woodbine       NJ
## 10361                                 Anchor Point       AK
## 10362                                 Sully Square       VA
## 10363                                    Shinnston       WV
## 10364                                    Tavernier       FL
## 10365                                       Lamoni       IA
## 10366                                         Lima       PA
## 10367                                 Pleasantdale       NJ
## 10368                                   Cherryvale       KS
## 10369                                   Manchester       MI
## 10370                                    Oak Hills       PA
## 10371                                        Wells       MN
## 10372                                     Carlisle       AR
## 10373                                  Johnsonburg       PA
## 10374                               McConnelsville       OH
## 10375                           Pymatuning Central       PA
## 10376                                     Pojoaque       NM
## 10377                                   New Market       VA
## 10378                                 Ten Mile Run       NJ
## 10379                                       Warsaw       VA
## 10380                                  Scottsville       NY
## 10381                                  East Ithaca       NY
## 10382                                    Davisboro       GA
## 10383                                    Delcambre       LA
## 10384                                       Carlin       NV
## 10385                                    Woodcreek       TX
## 10386                                     Big Lake       WA
## 10387                                       Guyton       GA
## 10388                                    Stonewall       LA
## 10389                                         Kiln       MS
## 10390                               Point of Rocks       MD
## 10391                                   Cumberland       KY
## 10392                                  East Quincy       CA
## 10393                                     Neodesha       KS
## 10394                                Council Grove       KS
## 10395                                   Blue Mound       TX
## 10396                                     Anderson       MO
## 10397                                    Schofield       WI
## 10398                                Prairie Creek       AR
## 10399                                 Spring Arbor       MI
## 10400                                   Bloomfield       MO
## 10401                            North Beach Haven       NJ
## 10402                                   Rising Sun       IN
## 10403                                       Westby       WI
## 10404                          Mountain Lodge Park       NY
## 10405                                  Essex Fells       NJ
## 10406                                   Royal City       WA
## 10407                               Wilderness Rim       WA
## 10408                                     Vernonia       OR
## 10409                                   Pine Level       NC
## 10410                                      Lincoln       AR
## 10411                                    Southmont       PA
## 10412                                      Wenonah       NJ
## 10413                                    Pennville       PA
## 10414                                       Hoback       WY
## 10415                                       Hebron       OH
## 10416                                      Denmark       WI
## 10417                                 Neuse Forest       NC
## 10418                 Ramapo College of New Jersey       NJ
## 10419                                     Rockport       IN
## 10420                                        Flora       MS
## 10421                                       Brooks       KY
## 10422                                      Cabazon       CA
## 10423                               Willow Springs       MO
## 10424                                     Richmond       IL
## 10425                                    Dunnellon       FL
## 10426                                  Valley Hill       NC
## 10427                                       Weldon       CA
## 10428                                        Lyons       CO
## 10429                                  Trexlertown       PA
## 10430                                 Mount Vernon       GA
## 10431                                 Soulsbyville       CA
## 10432                                 White Castle       LA
## 10433                                       Adrian       MO
## 10434                               Vineyard Haven       MA
## 10435                                     Hopewell       TN
## 10436                                       Arcola       VA
## 10437                                  Gray Summit       MO
## 10438                                   Bennington       NE
## 10439                                Gold Key Lake       PA
## 10440                                      Kellogg       ID
## 10441                                      Mullens       WV
## 10442                                     Solomons       MD
## 10443                                      Vieques       PR
## 10444                                       Boutte       LA
## 10445                                      Nokomis       IL
## 10446                       Lake Mack-Forest Hills       FL
## 10447                             Connelly Springs       NC
## 10448                                       Mulino       OR
## 10449                                West Falmouth       MA
## 10450                                       Eudora       AR
## 10451                                    Hyde Park       PA
## 10452                                      Kershaw       SC
## 10453                                   Experiment       GA
## 10454                                    Ridgebury       CT
## 10455                                       Morris       AL
## 10456                                    Elk Point       SD
## 10457                                     Johnston       SC
## 10458                                         Hull       IA
## 10459                                Stewart Manor       NY
## 10460                                 Lake Village       AR
## 10461                                Orchard Hills       PA
## 10462                             Bear Creek Ranch       TX
## 10463                                    Callender       CA
## 10464                                   Enterprise       OR
## 10465                                   Presquille       LA
## 10466                                      Madison       NC
## 10467                              South Deerfield       MA
## 10468                                       Holley       FL
## 10469                                   Aliceville       AL
## 10470                             Marshfield Hills       MA
## 10471                                       Albany       KY
## 10472                                       Topton       PA
## 10473                                      Chester       CA
## 10474                                    Jefferson       TX
## 10475                         Little River-Academy       TX
## 10476                                       Delmar       DE
## 10477                                     Cathcart       WA
## 10478                                       Atkins       IA
## 10479                             Westbrook Center       CT
## 10480                                   Hollandale       MS
## 10481                                      Hurlock       MD
## 10482                                        Salem       AR
## 10483                                   Monticello       UT
## 10484                                    Bolindale       OH
## 10485                                 Sneads Ferry       NC
## 10486                                     Valencia       NM
## 10487                                     Buchanan       NY
## 10488                                   Sky Valley       CA
## 10489                                     Caldwell       OH
## 10490                                       Fowler       IN
## 10491                                    Liverpool       NY
## 10492                                      Alianza       PR
## 10493                                 Phillipsburg       KS
## 10494                            Westhampton Beach       NY
## 10495                              Montalvin Manor       CA
## 10496                                      Piketon       OH
## 10497                                    Byesville       OH
## 10498                                 Willow Grove       TX
## 10499                                    Lame Deer       MT
## 10500                                      Gregory       TX
## 10501                                  Broad Creek       NC
## 10502                                    Abbeville       AL
## 10503                                     Konterra       MD
## 10504                                       Sparta       MO
## 10505                                     Crompond       NY
## 10506                                      Liberty       PA
## 10507                                 Warson Woods       MO
## 10508                                       Granby       CO
## 10509                             Virginia Gardens       FL
## 10510                                     Hinckley       IL
## 10511                                      Quitman       TX
## 10512                                     Deenwood       GA
## 10513                                Green Meadows       OH
## 10514                                      Oakwood       PA
## 10515                                      Varnell       GA
## 10516                                       Cheney       KS
## 10517                                  Window Rock       AZ
## 10518                                    Saltville       VA
## 10519                                     Coaldale       PA
## 10520                                       Maxton       NC
## 10521                                     Townsend       MT
## 10522                                       Wesson       MS
## 10523                                     Yorktown       TX
## 10524                                   North York       PA
## 10525                                  Lake Placid       NY
## 10526                                    Mickleton       NJ
## 10527                            Sullivan's Island       SC
## 10528                               Dawson Springs       KY
## 10529                                      Carlton       OR
## 10530                                    Carnation       WA
## 10531                                       Glasco       NY
## 10532                            Strawberry Plains       TN
## 10533                                       Nedrow       NY
## 10534                                    Coushatta       LA
## 10535                                  Coopersburg       PA
## 10536                                      Preston       TX
## 10537                                Hamilton City       CA
## 10538                                    Stonewood       WV
## 10539                                 Mineralwells       WV
## 10540                             West Terre Haute       IN
## 10541                                Elmwood Place       OH
## 10542                                     Mulberry       NC
## 10543                                       Morrow       OH
## 10544                                   Appomattox       VA
## 10545                             Lebanon Junction       KY
## 10546                                    Adamstown       MD
## 10547                                   New Glarus       WI
## 10548                                     Fairdale       PA
## 10549                                     Toftrees       PA
## 10550                                       Pahala       HI
## 10551                                      Memphis       TX
## 10552                                      Fremont       IN
## 10553                           Princeton Junction       NJ
## 10554                                   White Hall       IL
## 10555                                      Kensett       AR
## 10556                                       Tchula       MS
## 10557                                     Shepherd       TX
## 10558                             North Zanesville       OH
## 10559                                       Milton       LA
## 10560                                   Mason City       IL
## 10561                            Hooverson Heights       WV
## 10562                                   Hoyt Lakes       MN
## 10563                                      Portola       CA
## 10564                                        Hayti       MO
## 10565                                         Piru       CA
## 10566                               Greenport West       NY
## 10567                                   Briarcliff       TX
## 10568                                   Maple Lake       MN
## 10569                                     Richwood       OH
## 10570                                   Horse Shoe       NC
## 10571                                      Laporte       CO
## 10572                                 Spring Grove       PA
## 10573                                  Shadow Lake       WA
## 10574                                 Salmon Brook       CT
## 10575                                        Troup       TX
## 10576                               New Wilmington       PA
## 10577                                     Westport       WA
## 10578                                       Mabton       WA
## 10579                                       Kearny       AZ
## 10580                             South Greensburg       PA
## 10581                              North Spearfish       SD
## 10582                                      Jacobus       PA
## 10583                                      Cowarts       AL
## 10584                                Pelican Marsh       FL
## 10585                                      Hammond       WI
## 10586                                 Choctaw Lake       OH
## 10587                                   Masonville       KY
## 10588                                    Warrenton       GA
## 10589                                     McDonald       PA
## 10590                                   Bear Creek       FL
## 10591                                Brownlee Park       MI
## 10592                                         Hart       MI
## 10593                                   Ogdensburg       NJ
## 10594                                        Lytle       TX
## 10595                                   Bluff City       TN
## 10596                                North Seekonk       MA
## 10597                                    Four Oaks       NC
## 10598                                   Shadybrook       TX
## 10599                               Stepping Stone       CO
## 10600                                Fairfield Bay       AR
## 10601                                  Craigsville       WV
## 10602                                    St. Paris       OH
## 10603                                  Gates Mills       OH
## 10604                                   Pecatonica       IL
## 10605                                  Great River       NY
## 10606                                      Belzoni       MS
## 10607                                  Shingletown       CA
## 10608                                      Oakland       MD
## 10609                                    Penngrove       CA
## 10610                                     Greybull       WY
## 10611                                  Carterville       MO
## 10612                                    Fall City       WA
## 10613                                      Spencer       WV
## 10614                                 Byram Center       NJ
## 10615                                   St. George       SC
## 10616                                  Massanutten       VA
## 10617                                Golden Meadow       LA
## 10618                                    Roseville       OH
## 10619                               Kodiak Station       AK
## 10620                                 Middlebranch       OH
## 10621                                 Hidden Hills       CA
## 10622                                        Afton       WY
## 10623                                     McCleary       WA
## 10624                                     West End       NY
## 10625                           Cheltenham Village       PA
## 10626                                     Somerset       TX
## 10627                                       Bangor       MI
## 10628                                     Weatogue       CT
## 10629                                 Mount Vernon       KY
## 10630                                     Healdton       OK
## 10631                                    Angustura       NM
## 10632                                   Clatskanie       OR
## 10633                                     Leesport       PA
## 10634                                         Esko       MN
## 10635                                       Lovell       WY
## 10636                                Fairmont City       IL
## 10637                                 Bartonsville       MD
## 10638                                      Sheldon       TX
## 10639                                     Ben Avon       SC
## 10640                                       Dublin       PA
## 10641                                       Malone       FL
## 10642                                    Herington       KS
## 10643                                    Monteagle       TN
## 10644                                     Harrison       MI
## 10645                               Little Cypress       TX
## 10646                               Marist College       NY
## 10647                                       Bayard       NM
## 10648                                     Gold Bar       WA
## 10649                                       Hudson       CO
## 10650                                    Jamestown       KY
## 10651                                    Caruthers       CA
## 10652                                   Burns Flat       OK
## 10653                               Clearlake Oaks       CA
## 10654                                  South Paris       ME
## 10655                              Rafael González       PR
## 10656                            Star Valley Ranch       WY
## 10657                                  Wilsonville       AL
## 10658                                        Adams       WI
## 10659                                Detroit Beach       MI
## 10660                                      Anthony       KS
## 10661                                  Weyers Cave       VA
## 10662                                 Pequot Lakes       MN
## 10663                                  Cedar Grove       WI
## 10664                                  Jones Creek       TX
## 10665                                    Cuba City       WI
## 10666                                          Ely       IA
## 10667                                      Electra       TX
## 10668                                     Forsgate       NJ
## 10669                                     Wrangell       AK
## 10670                                East Missoula       MT
## 10671                              Seaside Heights       NJ
## 10672                                       Peosta       IA
## 10673                                      Cologne       MN
## 10674                                     Redfield       SD
## 10675                                        Erath       LA
## 10676                                  Buena Vista       GA
## 10677                                 Liberty City       TX
## 10678                                   St. Hedwig       TX
## 10679                               Eureka Springs       AR
## 10680                                      Crimora       VA
## 10681                                    Northwood       IA
## 10682                                 Timmonsville       SC
## 10683                                 Aguas Claras       PR
## 10684                                      Clayton       GA
## 10685                                     Imperial       NE
## 10686                                       Hawley       MN
## 10687                                  Watts Mills       SC
## 10688                           Burnt Store Marina       FL
## 10689                                  Park Center       CO
## 10690                                   Lavallette       NJ
## 10691                                River Heights       UT
## 10692                                Lebanon South       PA
## 10693                                      Pulaski       NY
## 10694                                       Easton       CA
## 10695                                      Pacolet       SC
## 10696                                       Warsaw       KY
## 10697                                     Fredonia       KS
## 10698                                       Conway       PA
## 10699         Rutgers University-Livingston Campus       NJ
## 10700                                    Chiefland       FL
## 10701                                    Coalville       UT
## 10702                                 Walton Hills       OH
## 10703                                    Reinholds       PA
## 10704                                        Colby       WI
## 10705                                         Vale       OR
## 10706                                   Unionville       TN
## 10707                                       Slater       MO
## 10708                              Patrick Springs       VA
## 10709                                       Sardis       MS
## 10710                                     Judsonia       AR
## 10711                                       Seneca       MO
## 10712                              Holiday Heights       NJ
## 10713                                Bayou L'Ourse       LA
## 10714                                   Whitesboro       AL
## 10715                                      Spencer       IN
## 10716                                       Sumner       IA
## 10717                                    Apalachin       NY
## 10718                                 Baldwinville       MA
## 10719                                     Cle Elum       WA
## 10720                                      Fairfax       OH
## 10721                                    Galesburg       MI
## 10722                                        Volga       SD
## 10723                                Brice Prairie       WI
## 10724                                  Englishtown       NJ
## 10725                                  Fritz Creek       AK
## 10726                                   Port Barre       LA
## 10727                                        Utica       OH
## 10728                                Cedar Heights       MD
## 10729                                  Marked Tree       AR
## 10730                                         Alta       IA
## 10731                                         Mart       TX
## 10732                                Junction City       KY
## 10733                                      Fairfax       SC
## 10734                                Wabasso Beach       FL
## 10735                                    Bottineau       ND
## 10736                                       Dundee       NY
## 10737                                    Depoe Bay       OR
## 10738                                       Leslie       MI
## 10739                                  Mount Olive       IL
## 10740                                        Mason       TX
## 10741                           South Padre Island       TX
## 10742                                     Munising       MI
## 10743                                      Newtown       PA
## 10744                                 South Fulton       TN
## 10745                                    Lewisport       KY
## 10746                               Lake Mary Jane       FL
## 10747                                   Monte Alto       TX
## 10748                                  Centerville       CA
## 10749                                   Blackville       SC
## 10750                                     Ahwahnee       CA
## 10751                           Wild Peach Village       TX
## 10752                                    Cambridge       IL
## 10753                                   Dillingham       AK
## 10754                                        Raven       VA
## 10755                                       Kahoka       MO
## 10756                                 Wrightsville       PA
## 10757                                      Cayucos       CA
## 10758                                   Carrington       ND
## 10759                                Merriam Woods       MO
## 10760                                   Wolf Creek       UT
## 10761                             Washington Mills       NY
## 10762                                    Rio Hondo       TX
## 10763                            Bellerose Terrace       NY
## 10764                                     Campbell       FL
## 10765                            Columbus Junction       IA
## 10766                                     Parkside       PA
## 10767                                       Warsaw       MO
## 10768                                      Rainbow       CA
## 10769                                  Honey Grove       TX
## 10770                                   Kealakekua       HI
## 10771                                       Camden       AL
## 10772                                 Indian River       MI
## 10773                                 Heceta Beach       OR
## 10774                                   Long Beach       MD
## 10775                                     Waretown       NJ
## 10776                                     Montrose       MI
## 10777                                       Aitkin       MN
## 10778                                    Marceline       MO
## 10779                                  Moore Haven       FL
## 10780                           Pine Mountain Club       CA
## 10781                                   Redgranite       WI
## 10782                                   Homerville       GA
## 10783                                       Albion       IL
## 10784                                    Lake City       AR
## 10785                                         Pink       OK
## 10786                                 South Roxana       IL
## 10787                                 Melrose Park       NY
## 10788                                        Ellis       KS
## 10789                                Bethel Island       CA
## 10790                                 Harwich Port       MA
## 10791                                     Calabash       NC
## 10792                               Mount Sterling       OH
## 10793                           Mountain Lake Park       MD
## 10794                                  Lattingtown       NY
## 10795                                       Thayer       MO
## 10796                                       Hayden       CO
## 10797                                   Antón Ruíz       PR
## 10798                               Mount Sterling       IL
## 10799                                       Armada       MI
## 10800                              Fort Polk North       LA
## 10801                                    Lexington       OK
## 10802                                    West Hill       OH
## 10803                                      Lillian       AL
## 10804                                   Deatsville       AL
## 10805                                   Water Mill       NY
## 10806                                     Lipscomb       AL
## 10807                                        Byron       CA
## 10808                                   Malad City       ID
## 10809                                      Coaling       AL
## 10810                                 Tres Arroyos       NM
## 10811                                      Cascade       IA
## 10812                                          Jal       NM
## 10813                                        Coats       NC
## 10814                                  Knightstown       IN
## 10815                                       Arnold       CA
## 10816                                       Lisbon       ND
## 10817                                  Springfield       SD
## 10818                                         Cade       LA
## 10819                                  Long Valley       NJ
## 10820                                  Springfield       MN
## 10821                                    Tylertown       MS
## 10822                                      Beverly       NJ
## 10823                                       Ixonia       WI
## 10824                                   Kenilworth       PA
## 10825                                         Clio       MI
## 10826                                    Ferdinand       IN
## 10827                                      Orleans       IN
## 10828                                     Danville       AR
## 10829                                 Llano Grande       TX
## 10830                                 Priest River       ID
## 10831                                    Garyville       LA
## 10832                                   Lake Mills       IA
## 10833                                   Abbotsford       WI
## 10834                                         Yale       MI
## 10835                                     Brockway       PA
## 10836                                  Constantine       MI
## 10837                                   Wellington       TX
## 10838                                      Narrows       VA
## 10839                                        Milan       MO
## 10840                                     Leetonia       OH
## 10841                                       Culver       OR
## 10842                                   Cosmopolis       WA
## 10843                                      Whitney       TX
## 10844                                   Manahawkin       NJ
## 10845                                     Ashville       AL
## 10846                            Manchester Center       VT
## 10847                                    Ellinwood       KS
## 10848                               East Uniontown       PA
## 10849                                 Crab Orchard       WV
## 10850                                    Charlotte       TN
## 10851                                        Spiro       OK
## 10852                              Messiah College       PA
## 10853                                      Trenton       GA
## 10854                                  Owingsville       KY
## 10855                                     Eastport       NY
## 10856                                   Mediapolis       IA
## 10857                                     Charlack       MO
## 10858                                        Tracy       MN
## 10859                                     Colstrip       MT
## 10860                                        Krebs       OK
## 10861                                  Sterlington       LA
## 10862                                East Brooklyn       CT
## 10863                                  Mount Union       PA
## 10864                               Central Square       NY
## 10865                                       Temple       PA
## 10866                                   Campo Rico       PR
## 10867                                    Riverview       DE
## 10868                                       L'Anse       MI
## 10869                                       Gaston       SC
## 10870                                       Toledo       IA
## 10871                                  Keeler Farm       NM
## 10872                                    Montverde       FL
## 10873                                   Pine Grove       PA
## 10874                                  Centreville       MS
## 10875                              St. Bonaventure       NY
## 10876                                  Stone Ridge       NY
## 10877                                       Blanco       TX
## 10878                                       Jermyn       PA
## 10879                                    Jamestown       OH
## 10880                                      Bronson       MI
## 10881                                      Stowell       TX
## 10882                                  Three Forks       MT
## 10883                                       Quanah       TX
## 10884                                Battle Ground       IN
## 10885                                Springerville       AZ
## 10886                                    Lordsburg       NM
## 10887                                        Banks       OR
## 10888                               Pennington Gap       VA
## 10889                                    St. Marys       WV
## 10890                                      Stanley       ND
## 10891                                  Lake Odessa       MI
## 10892                                     Columbia       CA
## 10893                             Reynolds Heights       PA
## 10894                                    Leechburg       PA
## 10895                                   Doe Valley       KY
## 10896                                  Churchville       NY
## 10897                                    St. Pauls       NC
## 10898                                   Beaver Dam       AZ
## 10899                                       Weston       NJ
## 10900                                     Edgewood       IN
## 10901                                    Rosemount       OH
## 10902                               Landover Hills       MD
## 10903                             Blooming Prairie       MN
## 10904                                       Bryant       WA
## 10905                                        Nambe       NM
## 10906                                    Río Lajas       PR
## 10907                                       Basile       LA
## 10908                                  St. Charles       MI
## 10909                                       Durham       OR
## 10910                                       Kohler       WI
## 10911                                       Devens       MA
## 10912                                    Lexington       MN
## 10913                                    Maunawili       HI
## 10914                             Lookout Mountain       TN
## 10915                                   Grove Hill       AL
## 10916                                     Humboldt       KS
## 10917                                     Columbus       MT
## 10918                         Wilson-Conococheague       MD
## 10919                                 Glade Spring       VA
## 10920                                  West Branch       MI
## 10921                                Sea Isle City       NJ
## 10922                                       Idalou       TX
## 10923                                       Hunter       TN
## 10924                                  Cedar Point       NC
## 10925                                 Independence       LA
## 10926                                       Custer       SD
## 10927                                   Terra Alta       WV
## 10928                         Southwest Greensburg       PA
## 10929                              Ranchos de Taos       NM
## 10930                                     Cimarron       KS
## 10931                                       Ordway       CO
## 10932                                       Lofall       WA
## 10933                                 Spencerville       OH
## 10934                                   Tracy City       TN
## 10935                                      Audubon       IA
## 10936                                   Burnsville       NC
## 10937                                       Sparta       GA
## 10938                                      Newport       WA
## 10939                                        Jauca       PR
## 10940                                   Belleville       KS
## 10941                              Stansberry Lake       WA
## 10942                                    Ida Grove       IA
## 10943                                       Geneva       NE
## 10944                                     Chouteau       OK
## 10945                                 East Bernard       TX
## 10946                             Walla Walla East       WA
## 10947                                    Nettleton       MS
## 10948                                    Chilhowie       VA
## 10949                                     Van Horn       TX
## 10950                                    Woodworth       LA
## 10951                                     Pinckney       MI
## 10952                                     Cherokee       NC
## 10953                                     Pinedale       WY
## 10954                                    Jamestown       TN
## 10955                                    Greentown       IN
## 10956                                   Coal Grove       OH
## 10957                                    Snow Hill       NC
## 10958                                  Veedersburg       IN
## 10959                                       Butler       GA
## 10960                             Northwest Ithaca       NY
## 10961                                       Ganado       TX
## 10962                                      Warroad       MN
## 10963                                     Colquitt       GA
## 10964                                       Gurdon       AR
## 10965                                       Morgan       GA
## 10966                                    Prestbury       IL
## 10967                                     Hertford       NC
## 10968                                   Middleport       OH
## 10969                                  Hale Center       TX
## 10970                                       Jerome       IL
## 10971                                       Camden       OH
## 10972                                          Ord       NE
## 10973                                  Paynesville       MN
## 10974                              Winnsboro Mills       SC
## 10975                                      Enfield       NC
## 10976                                     Frankton       IN
## 10977                              East McKeesport       PA
## 10978                                   St. George       MO
## 10979                                    Southport       IN
## 10980                                    Uniontown       AL
## 10981                                   Ortonville       MN
## 10982                                 Collinsville       AL
## 10983                                       Kapaau       HI
## 10984                                       Tieton       WA
## 10985                                Idaho Springs       CO
## 10986                                  East Jordan       MI
## 10987                                       Orwell       OH
## 10988                                   Shavertown       PA
## 10989                                     Lewiston       UT
## 10990                                  Point Clear       AL
## 10991                             Redington Shores       FL
## 10992                          Mount Holly Springs       PA
## 10993                                      Sumrall       MS
## 10994                                       Camino       CA
## 10995                                    Lexington       IL
## 10996                                      Decatur       MI
## 10997                                      Jarales       NM
## 10998                                       Newton       TX
## 10999                                Mount Jackson       VA
## 11000                                      Chelsea       OK
## 11001                                   St. Ignace       MI
## 11002                           Washington Heights       NY
## 11003                                       Wadley       GA
## 11004                                 New Carlisle       IN
## 11005                                Cave Junction       OR
## 11006                                 St. Matthews       SC
## 11007                                 Monroe North       WA
## 11008                                        Pablo       MT
## 11009                                  Houserville       PA
## 11010                                        Genoa       OH
## 11011                                  Eureka Mill       SC
## 11012                                Mangonia Park       FL
## 11013                                  Cooperstown       NY
## 11014                                       Romney       WV
## 11015                                     Eldorado       TX
## 11016                                    Eagleview       PA
## 11017                                Scotland Neck       NC
## 11018                                        Clyde       NY
## 11019                                  New Chicago       IN
## 11020                                     Shamrock       TX
## 11021                                    Red Lodge       MT
## 11022                                        Malta       MT
## 11023                                 Roman Forest       TX
## 11024                                     Goodrich       MI
## 11025                                 West Hamburg       PA
## 11026                                      Slayton       MN
## 11027                                  Pardeeville       WI
## 11028                                       Hudson       IL
## 11029                                       Seneca       KS
## 11030                                      Stanley       VA
## 11031                                     Waterloo       IN
## 11032                                Coventry Lake       CT
## 11033                                 Conesus Lake       NY
## 11034                                       Havana       FL
## 11035                                      Belford       NJ
## 11036                                        Eyota       MN
## 11037                                  Ben Wheeler       TX
## 11038                                     Ludowici       GA
## 11039                                   Tigerville       SC
## 11040                                    Shadeland       IN
## 11041                                    Robesonia       PA
## 11042                                      Augusta       AR
## 11043                               Estill Springs       TN
## 11044                                  Hudson Oaks       TX
## 11045                                      Atlanta       IL
## 11046                                      Jackson       SC
## 11047                                Crystal Lawns       IL
## 11048                                     Bradford       OH
## 11049                                     Kualapuu       HI
## 11050                             Saugerties South       NY
## 11051                                      Rainier       OR
## 11052                                Surgoinsville       TN
## 11053                                     Victoria       VA
## 11054                                       Oxford       GA
## 11055                                  Ware Shoals       SC
## 11056                                      Deltana       AK
## 11057                                  Joseph City       AZ
## 11058                                 Valley Forge       TN
## 11059                                  South Creek       WA
## 11060                                       Shiner       TX
## 11061                                      Liberty       KY
## 11062                                      Palmyra       WI
## 11063                                   Southworth       WA
## 11064                            Regency at Monroe       NJ
## 11065                                    Rock Hill       NY
## 11066                                   Farmington       IL
## 11067                                          Ina       IL
## 11068                              Shorewood Hills       WI
## 11069                                    Nicholson       MS
## 11070                                      Seymour       MO
## 11071                                     Barahona       PR
## 11072                                    Churchill       OH
## 11073                                      Greenup       IL
## 11074                                    Star City       WV
## 11075                                       Minonk       IL
## 11076                                     Duquesne       MO
## 11077                                 Terrace Park       OH
## 11078                                        Anson       TX
## 11079                               South Rockwood       MI
## 11080                              Hillsboro Beach       FL
## 11081                                   Heidelberg       TX
## 11082                                       Auburn       MI
## 11083                                      Morenci       MI
## 11084                                      Pearson       GA
## 11085                                  Pierre Part       LA
## 11086                                       Colfax       LA
## 11087                                 Cridersville       OH
## 11088                                     Lampeter       PA
## 11089                                     Edgerton       OH
## 11090                                       Arthur       IL
## 11091                   Presidential Lakes Estates       NJ
## 11092                                Horse Pasture       VA
## 11093                                  Trucksville       PA
## 11094                                   Mont Clare       PA
## 11095                                  Stony Point       MI
## 11096                                       Benson       UT
## 11097                                      Maurice       LA
## 11098                                  Calico Rock       AR
## 11099                                  San Antonio       PR
## 11100                              Trowbridge Park       MI
## 11101                                     Wacousta       MI
## 11102                                    Smackover       AR
## 11103                                    Blossburg       PA
## 11104                                       Louisa       VA
## 11105                                       Boring       OR
## 11106                                   Port Byron       IL
## 11107                                     Stafford       OR
## 11108                               Jeffersonville       KY
## 11109                                     Duchesne       UT
## 11110                           Lynnwood-Pricedale       PA
## 11111                          Old Saybrook Center       CT
## 11112                                      Liberty       IN
## 11113                                     Freeland       WA
## 11114                                        Elida       OH
## 11115                                       Amelia       LA
## 11116                         Selmont-West Selmont       AL
## 11117                            Wilkinson Heights       SC
## 11118                                     Brewster       OH
## 11119                                      Rosebud       SD
## 11120                                   Pittsville       MD
## 11121                                   Hallsville       MO
## 11122                                   Wedgefield       SC
## 11123                                  Crow Agency       MT
## 11124                                      Irrigon       OR
## 11125                             Shinnecock Hills       NY
## 11126                                Laurel Hollow       NY
## 11127                                    Melbourne       AR
## 11128                                   Evans City       PA
## 11129                                     Westover       AL
## 11130                                  Meadowlakes       TX
## 11131                               Radium Springs       NM
## 11132                                       Edisto       SC
## 11133                                   Maineville       OH
## 11134                                      Cowpens       SC
## 11135                                  Flora Vista       NM
## 11136                                       Catlin       IL
## 11137                                   Cloverdale       IN
## 11138                                      Spooner       WI
## 11139                                         Home       WA
## 11140                                    Riverview       SC
## 11141                                 Laughlin AFB       TX
## 11142                                    Dry Ridge       KY
## 11143                                    Lynchburg       MS
## 11144                          Orchard Grass Hills       KY
## 11145                                     Edmonton       KY
## 11146                                 Jemez Pueblo       NM
## 11147                                      Fairfax       CA
## 11148                                      Pimlico       SC
## 11149                                       Wilber       NE
## 11150                               Sewall's Point       FL
## 11151                                      Everett       PA
## 11152                                    Evansburg       PA
## 11153                                      Jellico       TN
## 11154                                       Purvis       MS
## 11155                               Laurel Springs       NJ
## 11156                               Mount Pleasant       NC
## 11157                                        Devon       PA
## 11158                                      Peebles       OH
## 11159                                       Linden       AL
## 11160                              Oyster Bay Cove       NY
## 11161                                        Oakes       ND
## 11162                                    Kingsbury       NV
## 11163                                  Valley View       OH
## 11164                                      Newkirk       OK
## 11165                                   Wellsville       KS
## 11166                                      Century       FL
## 11167                                   Huntington       UT
## 11168                                        Montz       LA
## 11169                                      Hickman       KY
## 11170                                    Woodville       OH
## 11171                                       Navajo       NM
## 11172                                      Shannon       GA
## 11173                                    Grandview       TX
## 11174                                 Carbon Cliff       IL
## 11175                                      Langley       SC
## 11176                               Liberty Corner       NJ
## 11177                                        Grill       PA
## 11178                                 West Buechel       KY
## 11179                                      Granger       IA
## 11180                           Pine Island Center       FL
## 11181                                        Maroa       IL
## 11182                                 North Warren       PA
## 11183                           Conneaut Lakeshore       PA
## 11184                                     Moweaqua       IL
## 11185                                  Princeville       HI
## 11186                               St. Bonifacius       MN
## 11187                                        Arial       SC
## 11188                                        Eagle       WI
## 11189                                 Manatee Road       FL
## 11190                                       Marion       MS
## 11191                                       Roseto       PA
## 11192                                      Gaylord       MN
## 11193                                         Troy       TN
## 11194                                      Hopwood       PA
## 11195                                     Bressler       PA
## 11196                                   Cottonport       LA
## 11197                                         Odem       TX
## 11198                                       Willow       AK
## 11199                                     Mayville       ND
## 11200                                Kiawah Island       SC
## 11201                                    Privateer       SC
## 11202                              Wofford Heights       CA
## 11203                                  Kitsap Lake       WA
## 11204                                       Zwolle       LA
## 11205                                       Oakley       KS
## 11206                              H. Rivera Colón       PR
## 11207                                    Weedsport       NY
## 11208                                     Raceland       KY
## 11209                                   Mooreville       MS
## 11210                                       Holley       NY
## 11211                                    Elk Creek       KY
## 11212                                 Stevensville       MT
## 11213                               Pumpkin Center       NC
## 11214                                  Browns Lake       WI
## 11215                          Breckinridge Center       KY
## 11216                                Wilton Center       CT
## 11217                                    Jonestown       PA
## 11218                                 Salyersville       KY
## 11219                                 Hemby Bridge       NC
## 11220                                       Harbor       OR
## 11221                                       Gunter       TX
## 11222                                     Bellport       NY
## 11223                                         Erma       NJ
## 11224                                       Colfax       IA
## 11225                                 North Newton       KS
## 11226                                       Dudley       NC
## 11227                                   Watsontown       PA
## 11228                                     Mackinaw       IL
## 11229                                 Feasterville       PA
## 11230                                Copper Canyon       TX
## 11231                                      Comfort       TX
## 11232                                     Aberdeen       IN
## 11233                                     Gearhart       OR
## 11234                                        Milan       IN
## 11235                                      Madison       NE
## 11236                                    Varnville       SC
## 11237                              Clifton Springs       NY
## 11238                                      Rivanna       VA
## 11239                                  Trail Creek       IN
## 11240                             Yorktown Heights       NY
## 11241                                 Williamsport       MD
## 11242                                      Clinton       WI
## 11243                                Mountain Lake       MN
## 11244                       Lake Belvedere Estates       FL
## 11245                             King Arthur Park       MT
## 11246                                     Hamilton       GA
## 11247                                 Flying Hills       PA
## 11248                             St. Francisville       LA
## 11249                                   Logansport       LA
## 11250                           Plainfield Village       CT
## 11251                                       McColl       SC
## 11252                                   Queensland       MD
## 11253                                      Ridgely       TN
## 11254                                Seneca Knolls       NY
## 11255                                     Braddock       PA
## 11256                                    Star City       AR
## 11257                         Poplar-Cotton Center       CA
## 11258                                       Juarez       TX
## 11259                                    Aquebogue       NY
## 11260                              Leadville North       CO
## 11261                                Lake Hamilton       AR
## 11262                                     Washburn       WI
## 11263                                    Plainview       TN
## 11264                                       Enetai       WA
## 11265                                       Gordon       GA
## 11266                                     Sea Girt       NJ
## 11267                                 Tappahannock       VA
## 11268                                     Rustburg       VA
## 11269                                 Kent Estates       IA
## 11270                                     Sorrento       LA
## 11271                                       Baraga       MI
## 11272                                      Haskell       OK
## 11273                                West Tawakoni       TX
## 11274                                      Yorklyn       PA
## 11275                                       Sneads       FL
## 11276                                Huachuca City       AZ
## 11277                                    Woodlands       CA
## 11278                                   Chinchilla       PA
## 11279                                     WaKeeney       KS
## 11280                                   Livingston       LA
## 11281                                   Coupeville       WA
## 11282                                  San Pasqual       CA
## 11283                                      Andrews       NC
## 11284                                     Wanchese       NC
## 11285                                  San Antonio       PR
## 11286                                     Kentland       IN
## 11287                                  Fort Valley       AZ
## 11288                                   Jasonville       IN
## 11289                                     La Plata       NM
## 11290                                      Ellijay       GA
## 11291                                     Emporium       PA
## 11292                                        Capac       MI
## 11293                         Marriott-Slaterville       UT
## 11294                                      Honokaa       HI
## 11295                                       Pierce       NE
## 11296                                    Earlville       IL
## 11297                               Indian Springs       GA
## 11298                                   Hagerstown       IN
## 11299                                        Halls       TN
## 11300                              Berrien Springs       MI
## 11301                                       Lorena       TX
## 11302                                     Glendale       OH
## 11303                                     Doniphan       MO
## 11304                                       Reform       AL
## 11305                                    Aceitunas       PR
## 11306                                      Milford       UT
## 11307                                      Murphys       CA
## 11308                                      LaCoste       TX
## 11309                                Prairie Grove       IL
## 11310                             Hamilton College       NY
## 11311                                        Union       OR
## 11312                                       Venice       IL
## 11313                                    Bellville       OH
## 11314                                       Ingram       TX
## 11315                                Tropical Park       FL
## 11316                                  Beacon Hill       WA
## 11317                                   Long Beach       WA
## 11318                                      Wautoma       WI
## 11319                                   Walnutport       PA
## 11320                                     Oak Hill       OH
## 11321                             Mowbray Mountain       TN
## 11322                                       Lisbon       IA
## 11323                                       Rector       AR
## 11324                                       Sparta       NC
## 11325                                      Winlock       WA
## 11326                                      Langdon       ND
## 11327                                      Jarrell       TX
## 11328                                    Lake Kerr       FL
## 11329                                       Cleona       PA
## 11330                                        Britt       IA
## 11331                                  Spring Park       MN
## 11332                                   Crossville       AL
## 11333                                      Temelec       CA
## 11334                                  Plantsville       CT
## 11335                                   Blackwater       AZ
## 11336                                    Splendora       TX
## 11337                                       Vernon       AL
## 11338                                  Lorenz Park       NY
## 11339                            South Floral Park       NY
## 11340                                        Badin       NC
## 11341                                      Saranac       MI
## 11342                               New California       OH
## 11343                                 Taylorsville       MS
## 11344                                Berry College       GA
## 11345                               Governors Club       NC
## 11346                                  Hanscom AFB       MA
## 11347                         Santo Domingo Pueblo       NM
## 11348                                      Clinton       NY
## 11349                               Piney Mountain       VA
## 11350                                        Flora       IN
## 11351                                   Unionville       MO
## 11352                                  Cold Spring       NY
## 11353                                     Rosedale       MS
## 11354                                        Salem       WV
## 11355                                        Stacy       MN
## 11356                                      Wapello       IA
## 11357                               Charlotte Park       FL
## 11358                                      Boronda       CA
## 11359                                       Sussex       NJ
## 11360                                      Winsted       MN
## 11361                                   Fairchance       PA
## 11362                                       Gibbon       NE
## 11363                                  Lake Ripley       WI
## 11364                                      Hampton       IL
## 11365                            Crooked Lake Park       FL
## 11366                                    Mantachie       MS
## 11367                               Suffield Depot       CT
## 11368                                      Tekamah       NE
## 11369                                   Winchester       MO
## 11370                                    Gate City       VA
## 11371                           Lincoln University       PA
## 11372                                   Grove City       FL
## 11373                                         Keno       OR
## 11374                                      Katonah       NY
## 11375                                    Woodville       CA
## 11376                                  Brownsville       OR
## 11377                                     Boquerón       PR
## 11378                                  Los Molinos       CA
## 11379                                       Kenvil       NJ
## 11380                                   Gladeville       TN
## 11381                                   West Unity       OH
## 11382                              Seabrook Island       SC
## 11383                                    Mill City       OR
## 11384                                   Mason Neck       VA
## 11385                                  Canyonville       OR
## 11386                                      Creston       OH
## 11387                                     Linntown       PA
## 11388                                  Minneapolis       KS
## 11389                                       Clancy       MT
## 11390                                   Watervliet       MI
## 11391                                    Pole Ojea       PR
## 11392                               Tunica Resorts       MS
## 11393                                     Edgerton       KS
## 11394                                 Midland City       AL
## 11395                                      Kountze       TX
## 11396                                       Linden       CA
## 11397                                     Ben Avon       PA
## 11398                               Port Dickinson       NY
## 11399                                 Fort Deposit       AL
## 11400                                    Allentown       NJ
## 11401                            Bethlehem Village       CT
## 11402                                       Elkton       KY
## 11403                                     Millwood       WA
## 11404                           Lafourche Crossing       LA
## 11405                                   South Park       WY
## 11406                            San Juan Bautista       CA
## 11407                                      De Leon       TX
## 11408                                       Holden       MO
## 11409                                 Spinnerstown       PA
## 11410                               East Pepperell       MA
## 11411                                     Sac City       IA
## 11412                                      Tonopah       NV
## 11413                                    Claremont       NC
## 11414                                   Porterdale       GA
## 11415                                       Chenoa       IL
## 11416                               East Lexington       VA
## 11417                                      Marbury       AL
## 11418                                     Sterling       GA
## 11419                                Carrier Mills       IL
## 11420                                Crescent City       FL
## 11421                                South Amherst       OH
## 11422                            Remsenburg-Speonk       NY
## 11423                                  Farmer City       IL
## 11424                                     Mitchell       NE
## 11425                                  Howard Lake       MN
## 11426                               Harlem Heights       FL
## 11427                         Beech Mountain Lakes       PA
## 11428                                      Central       TN
## 11429                                Montour Falls       NY
## 11430                                    Homosassa       FL
## 11431                                        Earle       AR
## 11432                                Pleasantville       IA
## 11433                                 Blountsville       AL
## 11434                                    Hildebran       NC
## 11435                                     Mokuleia       HI
## 11436                                   Plainville       KS
## 11437                                       Albany       MO
## 11438                                Delaware City       DE
## 11439                                  Morrisville       NY
## 11440                                  Bayou Vista       TX
## 11441                                    Parchment       MI
## 11442                      El Valle de Arroyo Seco       NM
## 11443                                    Manhattan       MT
## 11444                                   New Athens       IL
## 11445                                      Roberts       WI
## 11446                                      Paulina       LA
## 11447                             South Zanesville       OH
## 11448                                     Corrigan       TX
## 11449                                      Raymond       MS
## 11450                                    Las Lomas       TX
## 11451                                       Cooper       TX
## 11452                                     Moriarty       NM
## 11453                                   Bladenboro       NC
## 11454                                     Stockton       MO
## 11455                                      Walcott       IA
## 11456                           Howey-in-the-Hills       FL
## 11457                                         Noel       MO
## 11458                                        Kemah       TX
## 11459                                       Hamlin       TX
## 11460                                Calhoun Falls       SC
## 11461                              Hide-A-Way Lake       MS
## 11462                               Lowry Crossing       TX
## 11463                                    Belington       WV
## 11464                                        Ogden       IA
## 11465                                     Waldport       OR
## 11466                             South Palm Beach       FL
## 11467                                   Moundridge       KS
## 11468                                    Ocklawaha       FL
## 11469                              Slater-Marietta       SC
## 11470                                    Fennville       MI
## 11471                                       Olathe       CO
## 11472                                        Osseo       WI
## 11473                                       Denver       IA
## 11474                                    Courtland       VA
## 11475                                  Glen Alpine       NC
## 11476                                         Mona       UT
## 11477                                       Pawnee       OK
## 11478                                 Williamsport       IN
## 11479                                North Eastham       MA
## 11480                                    Shenorock       NY
## 11481                               Columbus Grove       OH
## 11482                                     Syracuse       NE
## 11483                                       Sharon       MS
## 11484                                   Tawas City       MI
## 11485                                      Morovis       PR
## 11486                                West Glendive       MT
## 11487                                      Ridgely       MD
## 11488                            San Felipe Pueblo       NM
## 11489                                   Lucasville       OH
## 11490                                Woodside East       DE
## 11491                                       Kinder       LA
## 11492                                     Mayfield       PA
## 11493                                     Oak Hill       FL
## 11494                                    Tyler Run       PA
## 11495                                          Ada       MN
## 11496                                  Princeville       IL
## 11497                                   Blue Grass       IA
## 11498                                      Alorton       IL
## 11499                                         Shaw       MS
## 11500                                  Old Orchard       PA
## 11501                                     Elsberry       MO
## 11502                                     Marlette       MI
## 11503                                        Olton       TX
## 11504                                      Laurium       MI
## 11505                                     Edgewood       TX
## 11506                             New Johnsonville       TN
## 11507                                  Great Falls       SC
## 11508                                     Baidland       PA
## 11509                                        Orion       IL
## 11510                        Liborio Negrón Torres       PR
## 11511                                   Bridgeport       IL
## 11512                                     Wellston       MO
## 11513                              St. Croix Falls       WI
## 11514                          Chevy Chase Village       MD
## 11515                                     Coalgate       OK
## 11516                                       Remsen       IA
## 11517                                  Clintondale       NY
## 11518                               Mechanicsville       MD
## 11519                                      Stedman       NC
## 11520                                     Hodgkins       IL
## 11521                                 Collierville       CA
## 11522                                  Intercourse       PA
## 11523                                       Tenino       WA
## 11524                                      Shannon       MS
## 11525                                        Bells       TX
## 11526                                   Perry Park       CO
## 11527                                Loveland Park       OH
## 11528                                   Centerburg       OH
## 11529                                      Bertram       TX
## 11530                                      Dunstan       ME
## 11531                                       Marion       KS
## 11532                                   North Fork       AZ
## 11533                                        Vance       AL
## 11534                                       Arkoma       OK
## 11535                                 Port Edwards       WI
## 11536                                   Belleville       PA
## 11537                                       Scenic       AZ
## 11538                                       Weston       MO
## 11539                                    Seth Ward       TX
## 11540                                    Twin Lake       MI
## 11541                                     Leadwood       MO
## 11542                                       Bethel       NC
## 11543                                  Winterville       GA
## 11544                                     Lakesite       TN
## 11545                                     Sylvania       AL
## 11546                                       Elmore       OH
## 11547                                  Fort Denaud       FL
## 11548                                  Stonebridge       NJ
## 11549                                     El Mangó       PR
## 11550                               North Puyallup       WA
## 11551                                        Lakin       KS
## 11552                                 Stewartstown       PA
## 11553                                     Hartford       IL
## 11554                                   Wilmerding       PA
## 11555                                     Glenwood       AR
## 11556                                         Hope       IN
## 11557                                    Palmarejo       PR
## 11558                                    Millville       UT
## 11559                                 Watkins Glen       NY
## 11560                                       Canton       PA
## 11561                                      Bradley       WV
## 11562                                  Bell Canyon       CA
## 11563                                     Cranford       NJ
## 11564                                    Nicholson       GA
## 11565                                   Cassopolis       MI
## 11566                                 Randolph AFB       TX
## 11567                                     Hopewell       NJ
## 11568                                    Jonesboro       IL
## 11569                                      Decatur       TN
## 11570                                     Glenmoor       OH
## 11571                                     Roseland       OH
## 11572                               Hampden-Sydney       VA
## 11573                                    Ritzville       WA
## 11574                            Fairview-Ferndale       PA
## 11575                                     Melville       RI
## 11576                                    Twin City       GA
## 11577                                   Red Corral       CA
## 11578                                  Howard City       MI
## 11579                                        Marfa       TX
## 11580                                    Brooklawn       NJ
## 11581                                       El Ojo       PR
## 11582                                    Town Line       NY
## 11583                                   Camp Croft       SC
## 11584                                   Mount Cobb       PA
## 11585                                     Tecumseh       NE
## 11586                                   Youngstown       NY
## 11587                         Wright-Patterson AFB       OH
## 11588                                 Calhoun City       MS
## 11589                                     Westwood       KS
## 11590                                     Higganum       CT
## 11591                                   Fort Plain       NY
## 11592                                  Pelican Bay       TX
## 11593                                 Fife Heights       WA
## 11594                                    Mount Ayr       IA
## 11595                                       Ferrum       VA
## 11596                                       Malaga       NJ
## 11597                                        Baden       MD
## 11598                                        Amboy       WA
## 11599                                 St. Lawrence       PA
## 11600                                    Eddington       PA
## 11601                                  Shortsville       NY
## 11602                                      Roanoke       IL
## 11603                               Fredericksburg       PA
## 11604                                    Grapeland       TX
## 11605                                    Richgrove       CA
## 11606                        Aristocrat Ranchettes       CO
## 11607                                      Owenton       KY
## 11608                                       Durant       IA
## 11609                                       Sesser       IL
## 11610                                    Rossville       IN
## 11611                                      Waurika       OK
## 11612                                      Gilbert       MN
## 11613                                     Freeport       PA
## 11614                                   Unionville       GA
## 11615                                       Kenyon       MN
## 11616                              Cedar Glen West       NJ
## 11617                               West Homestead       PA
## 11618                                 Level Plains       AL
## 11619                                      Choteau       MT
## 11620                                     Dunsmuir       CA
## 11621                                      Kaibito       AZ
## 11622                          Dover Beaches North       NJ
## 11623                                        Crump       TN
## 11624                                   Teutopolis       IL
## 11625                                     Shelbina       MO
## 11626                                    Haubstadt       IN
## 11627                                 Prairie City       IA
## 11628                                   Middleport       NY
## 11629                                        Lyman       MS
## 11630                                       Crosby       TX
## 11631                                         Rice       MN
## 11632                           Billington Heights       NY
## 11633                           Susquehanna Trails       PA
## 11634                                       Monroe       IA
## 11635                                        Gower       MO
## 11636                                  Santa Clara       NM
## 11637                              Upper Pohatcong       NJ
## 11638                                San Augustine       TX
## 11639                    Manitou Beach-Devils Lake       MI
## 11640                                 Forest Ranch       CA
## 11641                                  Charlestown       MD
## 11642                                      Saticoy       CA
## 11643                                  Toquerville       UT
## 11644                                       Waskom       TX
## 11645                                  Sardis City       AL
## 11646                                     Lewiston       CA
## 11647                               Heritage Pines       FL
## 11648                               Elizabeth Lake       CA
## 11649                                      Slocomb       AL
## 11650                                        Inola       OK
## 11651                             Newburgh Heights       OH
## 11652                                     Bokeelia       FL
## 11653                                      Stanton       NE
## 11654                                     Atlantis       FL
## 11655                                 Shamokin Dam       PA
## 11656                                      Willard       UT
## 11657                                    New Egypt       NJ
## 11658                                      Emerson       GA
## 11659                                    Lewistown       IL
## 11660                                    Watertown       TN
## 11661                                         Avon       PA
## 11662                                    Rose Hill       NC
## 11663                                 Hanley Hills       MO
## 11664                            Falmouth Foreside       ME
## 11665                                       Walden       TN
## 11666                                   Las Marías       PR
## 11667                                   Lincolnton       GA
## 11668                                      Delavan       IL
## 11669                                       Mercer       PA
## 11670                                       Butler       WI
## 11671                                      Decatur       MS
## 11672                                  Steeleville       IL
## 11673                                    Oak Grove       MS
## 11674                                      Vincent       AL
## 11675                                 North Corbin       KY
## 11676                                     Westwood       PA
## 11677                                       Lawton       MI
## 11678                                    Sigourney       IA
## 11679                               North Industry       OH
## 11680                                   Chesapeake       WV
## 11681                                 Stewartville       AL
## 11682                                 Seaside Park       NJ
## 11683                                      Epworth       IA
## 11684                                      Trenton       FL
## 11685                                 Harbor Beach       MI
## 11686                                  Rafael Capó       PR
## 11687                                       Graton       CA
## 11688                                      Maunabo       PR
## 11689                      Shippensburg University       PA
## 11690                                 Murfreesboro       AR
## 11691                                Fort Recovery       OH
## 11692                                    Sebewaing       MI
## 11693                                 Prophetstown       IL
## 11694                                    Pinehurst       ID
## 11695                                 West Liberty       OH
## 11696                                 Bonneauville       PA
## 11697                             Camanche Village       CA
## 11698                                    Lone Star       TX
## 11699                               Redwood Valley       CA
## 11700                                       Fisher       IL
## 11701                                      Baldwin       LA
## 11702                                     Lewiston       MN
## 11703                            Old River-Winfree       TX
## 11704                                       Bernie       MO
## 11705                                Zolfo Springs       FL
## 11706                                     Newfield       NJ
## 11707                                        Lacon       IL
## 11708                                  Beattyville       KY
## 11709                                   Ocean Park       WA
## 11710                                    Lewisburg       OH
## 11711                                       Rankin       PA
## 11712                                    Cleveland       WI
## 11713                                        Akron       CO
## 11714                                    Elizabeth       CO
## 11715                                   Northville       NY
## 11716                                  Krugerville       TX
## 11717                                  Mound Bayou       MS
## 11718                                       Linden       TX
## 11719                                   Henryville       IN
## 11720                                  Wewahitchka       FL
## 11721                                         Eden       TX
## 11722                              Fort Montgomery       NY
## 11723                                    Millville       DE
## 11724                               Roaming Shores       OH
## 11725                                        Amity       OR
## 11726                                      Corazón       PR
## 11727                              East Pittsburgh       PA
## 11728                               Lester Prairie       MN
## 11729                                       Midway       KY
## 11730                                       Quincy       CA
## 11731                                    Davenport       WA
## 11732                                         Ault       CO
## 11733                                  Westernport       MD
## 11734                                      Lepanto       AR
## 11735                                        Ronan       MT
## 11736                                      Windham       OH
## 11737                                 Rainbow Park       FL
## 11738                                     Grayling       MI
## 11739                                       Durand       WI
## 11740                                      Ragland       AL
## 11741                            Governors Village       NC
## 11742                                       Vonore       TN
## 11743                                      Dunkirk       IN
## 11744                                 Gordonsville       VA
## 11745                                     Oak Leaf       TX
## 11746                               Old Brookville       NY
## 11747                                  The Hideout       PA
## 11748                                Columbia City       OR
## 11749                                       Seeley       CA
## 11750                                Mount Pulaski       IL
## 11751                                     Au Sable       MI
## 11752                                     Biltmore       TN
## 11753                                   Fern Acres       HI
## 11754                                      Yeguada       PR
## 11755                          Raintree Plantation       MO
## 11756                                     Fránquez       PR
## 11757                                      Florala       AL
## 11758                                  Sylvan Lake       MI
## 11759                                     Stockton       IL
## 11760                          East Atlantic Beach       NY
## 11761                                      Oberlin       KS
## 11762                                  Tunkhannock       PA
## 11763                                     Superior       NE
## 11764                             Franklin Furnace       OH
## 11765                                        Parma       ID
## 11766                                        Milan       OH
## 11767                              Lac du Flambeau       WI
## 11768                                Picacho Hills       NM
## 11769                                   Mill Plain       CT
## 11770                                Falling Water       TN
## 11771                                     Ko Olina       HI
## 11772                                McConnell AFB       KS
## 11773                                  Bartonville       TX
## 11774                                       Girard       IL
## 11775                                   Maple Park       IL
## 11776                                        Rhome       TX
## 11777                                  Martinsburg       PA
## 11778                                     John Day       OR
## 11779                                      Memphis       MO
## 11780                             Upper Brookville       NY
## 11781                                       Moscow       PA
## 11782                                 South Temple       PA
## 11783                                  Bay Springs       MS
## 11784                                   New Oxford       PA
## 11785                                      Webster       SD
## 11786                               Dauphin Island       AL
## 11787                                     Whitwell       TN
## 11788                                       Veazie       ME
## 11789                                  Spirit Lake       ID
## 11790                                Crothersville       IN
## 11791                                 Cross Plains       TN
## 11792                                   Laymantown       VA
## 11793                                       Manteo       NC
## 11794                             Merrionette Park       IL
## 11795                                   La Alianza       PR
## 11796                                   Churubusco       IN
## 11797                                   Lost Hills       CA
## 11798                                       Merlin       OR
## 11799                                      Tillson       NY
## 11800                                   Berry Hill       TN
## 11801                                Lazy Mountain       AK
## 11802                                     Ackerman       MS
## 11803                                       McEwen       TN
## 11804                          Kaibab Estates West       AZ
## 11805                                  Parkersburg       IA
## 11806                                       Cleary       MS
## 11807                                  Santa Nella       CA
## 11808                        Little Walnut Village       NM
## 11809                                     Greenock       PA
## 11810                                    Fox Chase       PA
## 11811                                        Baker       MT
## 11812                           Stratford Downtown       CT
## 11813                                      Hawkins       TX
## 11814                                    Dunthorpe       OR
## 11815                                 Estell Manor       NJ
## 11816                            Hurstbourne Acres       KY
## 11817                                Campbellsport       WI
## 11818                                     Parkston       SD
## 11819                                      Oakland       IA
## 11820                                   Cedar Hill       MO
## 11821                                    Swedeland       PA
## 11822                                      Mesilla       NM
## 11823                              Avon-by-the-Sea       NJ
## 11824                                    Allendale       CA
## 11825                                    Tano Road       NM
## 11826                                 Desoto Lakes       FL
## 11827                                       Goliad       TX
## 11828                                 Center Point       TX
## 11829                                      Hopkins       SC
## 11830                                     Somonauk       IL
## 11831                                       Prague       OK
## 11832                                    El Portal       FL
## 11833                                   Kent Acres       DE
## 11834                                     Flatonia       TX
## 11835                                        Pleak       TX
## 11836                                 South Sumter       SC
## 11837                                     Hamilton       MO
## 11838                                      Garrett       WA
## 11839                                       Harlan       IN
## 11840                                    Mazomanie       WI
## 11841                                       Wright       WY
## 11842                                  Black River       NY
## 11843                                     Rosepine       LA
## 11844                               Double Springs       AL
## 11845                                     Ringgold       LA
## 11846                            Boulevard Gardens       FL
## 11847                                      Bourbon       IN
## 11848                                     Reinbeck       IA
## 11849                                   Big Timber       MT
## 11850                                    Martorell       PR
## 11851                                      Cataula       GA
## 11852                                     Belcourt       ND
## 11853                                  McCaysville       GA
## 11854                                    Palmarejo       PR
## 11855                        Village of the Branch       NY
## 11856                                      Corydon       IA
## 11857                                 Port Sulphur       LA
## 11858                                       Horton       KS
## 11859                                     Lakeside       OR
## 11860                                     Lovelock       NV
## 11861                               Pilot Mountain       NC
## 11862                                         Erie       IL
## 11863                                    Lake Como       NJ
## 11864                                      Trainer       PA
## 11865                                    Kingstown       MD
## 11866                                   Quartzsite       AZ
## 11867                                    Clarendon       TX
## 11868                                   Cardington       OH
## 11869                                   Rock Creek       MN
## 11870                              Grandview Plaza       KS
## 11871                                        Bourg       LA
## 11872                               Powhatan Point       OH
## 11873                                    Gila Bend       AZ
## 11874                                     Somerset       OH
## 11875                             Helena West Side       MT
## 11876                                 Munfordville       KY
## 11877                                    Englewood       TN
## 11878                                      Oologah       OK
## 11879                                    Leonville       LA
## 11880                                 Catlettsburg       KY
## 11881                      Lagunitas-Forest Knolls       CA
## 11882                                 Channel Lake       IL
## 11883                                    Annandale       NJ
## 11884                                        Argos       IN
## 11885                                    Tuckerman       AR
## 11886                                      Ashland       AL
## 11887                                Dallas Center       IA
## 11888                                 Collinsville       TX
## 11889                            Worthington Hills       KY
## 11890                                      Waverly       MN
## 11891                                        Icard       NC
## 11892                                 Oriole Beach       FL
## 11893                                  French Lick       IN
## 11894                                    Stateburg       SC
## 11895                                        Hazen       AR
## 11896                                      Houston       AK
## 11897                           Salt Creek Commons       IN
## 11898                                    Lake City       IA
## 11899                                    Long Lake       MN
## 11900                                 Columbus AFB       MS
## 11901                                      Milford       IN
## 11902                                      Roanoke       IN
## 11903                                      Russell       GA
## 11904                               Huntington Bay       NY
## 11905                               Meridian Hills       IN
## 11906                                      Navassa       NC
## 11907                                      Cameron       WI
## 11908                            Emigration Canyon       UT
## 11909                                      Quitman       MS
## 11910                                Crystal Falls       MI
## 11911                                   Frenchtown       MT
## 11912                                    Maysville       GA
## 11913                                  Pelahatchie       MS
## 11914                                    Henderson       LA
## 11915                                      Jenkins       KY
## 11916                                       Drexel       OH
## 11917                                      Barview       OR
## 11918                    Bull Run Mountain Estates       VA
## 11919                              New Berlinville       PA
## 11920                           North Belle Vernon       PA
## 11921                            North Eagle Butte       SD
## 11922                                Mechanicsburg       OH
## 11923                                     Comanche       OK
## 11924                                   Fall River       WI
## 11925                                Mundys Corner       PA
## 11926                                         Mayo       FL
## 11927                                       Nisswa       MN
## 11928                                Dolan Springs       AZ
## 11929                                Stony Prairie       OH
## 11930                                        Lyman       WY
## 11931                                      McCrory       AR
## 11932                                        Utica       SC
## 11933                                  Arnaudville       LA
## 11934                                Walker Valley       NY
## 11935                                       Vienna       IL
## 11936                                    Chenoweth       OR
## 11937                                Lake Sherwood       CA
## 11938                                     Hamilton       IN
## 11939                                   South Bend       WA
## 11940                                        Jobos       PR
## 11941                                  Bull Shoals       AR
## 11942                                     Flomaton       AL
## 11943                                North Liberty       IN
## 11944                                    Rocky Top       TN
## 11945                                  Sun Prairie       MT
## 11946                                     Plymouth       OH
## 11947                                        Dover       TN
## 11948                                       Shreve       OH
## 11949                                     Winfield       MO
## 11950                                       Folsom       NJ
## 11951                                       Ilwaco       WA
## 11952                               Las Maravillas       NM
## 11953                                   Canyon Day       AZ
## 11954                             Lockport Heights       LA
## 11955                                  Mercersburg       PA
## 11956                                 Fern Prairie       WA
## 11957                             Vista Santa Rosa       CA
## 11958                                 Sandy Valley       NV
## 11959                                  Trempealeau       WI
## 11960                                         Hico       TX
## 11961                                      Justice       OK
## 11962                                     Rosharon       TX
## 11963                                   Big Beaver       PA
## 11964                                  Black Earth       WI
## 11965                                     Rushford       MN
## 11966                                      Foxfire       NC
## 11967                                      Buffalo       TX
## 11968                                    Southport       CT
## 11969                                    Knollwood       IL
## 11970                                         Mayo       SC
## 11971                                 Ford Heights       IL
## 11972                                      McCamey       TX
## 11973                                   Waterville       NY
## 11974                                 Collinsville       MS
## 11975                                  Hope Valley       RI
## 11976                                       Manito       IL
## 11977                                         Leon       IA
## 11978                      Village of Four Seasons       MO
## 11979                                  Bryson City       NC
## 11980                                 Piedra Gorda       PR
## 11981                                  Pirtleville       AZ
## 11982                             South Charleston       OH
## 11983                                    Coleraine       MN
## 11984                                Siesta Shores       TX
## 11985                                       Albion       NE
## 11986                                   Wind Point       WI
## 11987                                      Holland       OH
## 11988                                  Rogue River       OR
## 11989                                  Toro Canyon       CA
## 11990                              East Washington       PA
## 11991                                    Zilwaukee       MI
## 11992                                        Eaton       IN
## 11993                                      Burnham       PA
## 11994                                     Rehobeth       AL
## 11995                                      DeLisle       MS
## 11996                                     Bessemer       MI
## 11997                                      Moville       IA
## 11998                                   Hartshorne       OK
## 11999                                      Freeman       SD
## 12000                                 Merritt Park       NY
## 12001                                      Malvern       AL
## 12002                                  Harrisville       WV
## 12003                                     Shoshone       ID
## 12004                           Crest View Heights       NY
## 12005                                       Aurora       MN
## 12006                               South Carthage       TN
## 12007                                      Cordova       AL
## 12008                                      Roundup       MT
## 12009                                       Manson       IA
## 12010                                       Kaloko       HI
## 12011                                Prince George       VA
## 12012                                     Meridian       TX
## 12013                                        Thorp       WI
## 12014                                       Ackley       IA
## 12015                                     Cheswold       DE
## 12016                                     Altamont       NY
## 12017                                  Marble Hill       MO
## 12018                                      Navarre       OH
## 12019                                     Glendale       MS
## 12020                                   Wardsville       MO
## 12021                                        Comer       GA
## 12022                                      Loretto       TN
## 12023                                     Fox Lake       WI
## 12024                                         Loop       PA
## 12025                                    Lakefield       MN
## 12026                                        Clyde       NC
## 12027                                  Church Hill       PA
## 12028                                      Ramseur       NC
## 12029                                       Genola       UT
## 12030                                       Gordon       NE
## 12031                             Lookout Mountain       GA
## 12032                                       Harvey       ND
## 12033                             Columbine Valley       CO
## 12034                                      Sturgis       KY
## 12035                                        Vevay       IN
## 12036                                      Derwood       MD
## 12037                        Rancho Tehama Reserve       CA
## 12038                                  Cedar Bluff       AL
## 12039                                     Moorhead       MS
## 12040                                    Trevorton       PA
## 12041                                      Bourbon       MO
## 12042                                   Union City       MI
## 12043                                    Arlington       OH
## 12044                                        Milam       TX
## 12045                                  Port Norris       NJ
## 12046                                      Paxtang       PA
## 12047                                         Pine       AZ
## 12048                                     La Playa       PR
## 12049                                    Kremmling       CO
## 12050                                    Ellaville       GA
## 12051                                      Freedom       PA
## 12052                              Patterson Tract       CA
## 12053                                       Oswego       KS
## 12054                                   Huntsville       MO
## 12055                                        Monon       IN
## 12056                                        Cairo       IL
## 12057                                    New Union       TN
## 12058                                     Oroville       WA
## 12059                                     Lakeland       MN
## 12060                                    Pinebluff       NC
## 12061                                     Saratoga       WY
## 12062                                         King       WI
## 12063                                       Drexel       NC
## 12064                                      Elkland       PA
## 12065                                      Tremont       PA
## 12066                                     Kingsley       MI
## 12067                              Westlake Corner       VA
## 12068                                         Poth       TX
## 12069                                   Waterville       MN
## 12070                                    Chepachet       RI
## 12071                                    Pineville       KY
## 12072                                       Farley       IA
## 12073                                  Archer City       TX
## 12074                                  Queens Gate       PA
## 12075                               Atlantic Beach       NC
## 12076                                  Craig Beach       OH
## 12077                                         Buna       TX
## 12078                                    Three Way       TN
## 12079                                    Dimondale       MI
## 12080                      Saint John's University       MN
## 12081                                      Baldwin       FL
## 12082                                       Braham       MN
## 12083                                 Siesta Acres       TX
## 12084                                       Warren       OR
## 12085                                Las Carolinas       PR
## 12086                                        Terry       MS
## 12087                              Port Barrington       IL
## 12088                                     Manchaca       TX
## 12089                                        Hines       OR
## 12090                                 Lake Lorelei       OH
## 12091                                  Pine Island       TX
## 12092                                     Bartlett       TX
## 12093                              Shelburne Falls       MA
## 12094                                   Peach Lake       NY
## 12095                                  Tariffville       CT
## 12096                                   Lopezville       TX
## 12097                                     Cherokee       OK
## 12098                                     Houghton       NY
## 12099                           Powells Crossroads       TN
## 12100                                  Caddo Mills       TX
## 12101                                       Godley       TX
## 12102                                        Logan       WV
## 12103                                       De Pue       IL
## 12104                                       Celina       TN
## 12105                                  Pine Valley       CA
## 12106                                        Hatch       NM
## 12107                                  Buena Vista       PR
## 12108                                   Falls City       OR
## 12109                                 Baywood Park       CA
## 12110                                  Steep Falls       ME
## 12111                                     Lakeside       TX
## 12112                                    Dillsboro       IN
## 12113                                     Douglass       KS
## 12114                                      Dresden       OH
## 12115                                      Playita       PR
## 12116                                       Osakis       MN
## 12117                                   Versailles       IN
## 12118                                  Trumansburg       NY
## 12119                                      Vázquez       PR
## 12120                                    Pine Bush       NY
## 12121                              Leilani Estates       HI
## 12122                                    Glen Dale       WV
## 12123                                  Worthington       KY
## 12124                                   Frenchtown       NJ
## 12125                                 Green Valley       CA
## 12126                                      Towanda       KS
## 12127                                        Baird       TX
## 12128                                   Crainville       IL
## 12129                                   Greenfield       IA
## 12130                                        Abram       TX
## 12131                                  Union Point       GA
## 12132                                       Hansen       ID
## 12133                              Biltmore Forest       NC
## 12134                                    Frewsburg       NY
## 12135                                 Walnut Grove       GA
## 12136                                       Olimpo       PR
## 12137                               Madison Center       CT
## 12138                                 Lincoln Park       PA
## 12139                                       Inglis       FL
## 12140                                  Frisco City       AL
## 12141                                     Serenada       TX
## 12142                                     Mapleton       MN
## 12143                                     McMechen       WV
## 12144                                    Del Norte       CO
## 12145                                    Romancoke       MD
## 12146                              Victory Gardens       NJ
## 12147                                  Vinita Park       MO
## 12148                                     Congress       AZ
## 12149                                  Nutter Fort       WV
## 12150                                   Honeyville       UT
## 12151                                      Clinton       LA
## 12152                                 Taylorsville       KY
## 12153                            Bon Aqua Junction       TN
## 12154                                     Arapahoe       WY
## 12155                                       Wilder       ID
## 12156                                  Goldthwaite       TX
## 12157                                    Mont Alto       PA
## 12158                                       McComb       OH
## 12159                                     Brooklyn       IA
## 12160                                    Weyauwega       WI
## 12161                                    Panguitch       UT
## 12162                                    Casa Loma       CA
## 12163                                   Plentywood       MT
## 12164                                       Dalton       OH
## 12165                                   First Mesa       AZ
## 12166                                    Inverness       CA
## 12167                                       Murphy       NC
## 12168                                  Forest City       PA
## 12169                                       Avonia       PA
## 12170                                   Smoke Rise       AL
## 12171                               Gruetli-Laager       TN
## 12172                                       Albany       TX
## 12173                                   Mannington       WV
## 12174                                       Sebree       KY
## 12175                                  Port Carbon       PA
## 12176                                    Mill Hall       PA
## 12177                                    Langhorne       PA
## 12178                                        Benld       IL
## 12179                                  Clark Mills       NY
## 12180                                      Malvern       OH
## 12181                                    Lyndhurst       VA
## 12182                                        Perry       OH
## 12183                                      Ironton       MO
## 12184                                    Wynnewood       OK
## 12185                                    Conyngham       PA
## 12186                          Topaz Ranch Estates       NV
## 12187                                   Bridgeport       OH
## 12188                                        Bangs       TX
## 12189                                        Ogden       KS
## 12190                                Harmony Grove       CA
## 12191                                       Bremen       OH
## 12192                                Shiremanstown       PA
## 12193                                       Sharon       WI
## 12194                                  Maple Plain       MN
## 12195                                     Blue Jay       OH
## 12196                                       Hurley       NM
## 12197                               North Vacherie       LA
## 12198                    Aptos Hills-Larkin Valley       CA
## 12199                                   Winchester       IL
## 12200                              Bruceville-Eddy       TX
## 12201                                  Princeville       NC
## 12202                                Pine Mountain       GA
## 12203                                Fort Washakie       WY
## 12204                                  East Helena       MT
## 12205                                     Cheswick       PA
## 12206                                   Montgomery       WV
## 12207                                  Interlachen       FL
## 12208                                       Adwolf       VA
## 12209                                   Rose Lodge       OR
## 12210                                       Dundas       MN
## 12211                                       McCord       OK
## 12212                               Braddock Hills       PA
## 12213                                      Halifax       VA
## 12214                                       Shasta       CA
## 12215                                 Clarkesville       GA
## 12216                                  Palm Valley       TX
## 12217                                    Whitehall       WI
## 12218                                       Norris       TN
## 12219                                   Grant Park       IL
## 12220                                Southern View       IL
## 12221                                     Claycomo       MO
## 12222                                    Corcovado       PR
## 12223                                      Cumings       TX
## 12224                                        Burns       TN
## 12225                                      Concord       AL
## 12226                                       Gilman       IL
## 12227                                       Groton       SD
## 12228                                      Elkhart       KS
## 12229                                  Nissequogue       NY
## 12230                          South Connellsville       PA
## 12231                                        Pierz       MN
## 12232                                  Youngsville       PA
## 12233                                    Hill City       KS
## 12234                                       Naples       TX
## 12235                                     Callahan       FL
## 12236                                   Versailles       PA
## 12237                                  Palm Shores       FL
## 12238                                   Lukachukai       AZ
## 12239                                      Wyoming       DE
## 12240                                Spring Valley       AZ
## 12241                                      Byhalia       MS
## 12242                                Hoopers Creek       NC
## 12243                                       Exmore       VA
## 12244                                     Le Grand       CA
## 12245                                       Aragon       GA
## 12246                                       Gruver       TX
## 12247                                   Del Carmen       PR
## 12248                                       Moodus       CT
## 12249                                        Bruce       MS
## 12250                                       Stuart       IA
## 12251                                 New Plymouth       ID
## 12252                                     Richland       PA
## 12253                                        Latta       SC
## 12254                                   Sea Breeze       NC
## 12255                                      Quinlan       TX
## 12256                                 State Center       IA
## 12257                                      De Soto       IL
## 12258                                      Antwerp       OH
## 12259                                       Steele       MO
## 12260                                       Warsaw       IL
## 12261                                  West Hurley       NY
## 12262                                 Painted Post       NY
## 12263                                   New Market       TN
## 12264                            Cottonwood Shores       TX
## 12265                                    Jefferson       NC
## 12266                                       Baxter       TN
## 12267                                      Granite       OK
## 12268                                   Ocean Gate       NJ
## 12269                                 Johnson City       TX
## 12270                              North Lewisburg       OH
## 12271                                Crystal Lakes       OH
## 12272                                       Osburn       ID
## 12273                                    Gallitzin       PA
## 12274                                   Woodbranch       TX
## 12275                                   Shawsville       VA
## 12276                                     Campbell       MO
## 12277                                 Glen Gardner       NJ
## 12278                                   Montpelier       IN
## 12279                                     Westwood       PA
## 12280                                Saunders Lake       OR
## 12281                                   Plum Grove       TX
## 12282                                  Whitewright       TX
## 12283                                Heritage Lake       IL
## 12284                                     Sturgeon       PA
## 12285                                 Warm Springs       CA
## 12286                                   Homer City       PA
## 12287                                      Hancock       MD
## 12288                                   Manchester       OH
## 12289                           Shenandoah Heights       PA
## 12290                               Chester Center       CT
## 12291                                Woodland Park       NE
## 12292                              South Lancaster       MA
## 12293                                 Brass Castle       NJ
## 12294                                      Oronoco       MN
## 12295                                       Auburn       KY
## 12296                                    Wakefield       MI
## 12297                                 Manasota Key       FL
## 12298                                 West Liberty       WV
## 12299                                 Averill Park       NY
## 12300                                      Fairlea       WV
## 12301                                      De Kalb       TX
## 12302                                   Montgomery       TX
## 12303                                 Kettle Falls       WA
## 12304                                       Shelby       MS
## 12305                                 Del Rey Oaks       CA
## 12306                                       Lykens       PA
## 12307                                   Shell Rock       IA
## 12308                                Monson Center       MA
## 12309                                     Carnegie       OK
## 12310                                       Dayton       VA
## 12311                                      Oakland       PA
## 12312                                     Ferndale       PA
## 12313                                      Coeburn       VA
## 12314                                       Arcade       GA
## 12315                              Langhorne Manor       PA
## 12316                               Sylvan Springs       AL
## 12317                                    Itta Bena       MS
## 12318                                  Worthington       IN
## 12319                                     Woodmont       CT
## 12320                                       Oakley       UT
## 12321                                  Avila Beach       CA
## 12322                                    Hillsboro       ND
## 12323                                   Shell Lake       WI
## 12324                                        Ralls       TX
## 12325                                   Pleasanton       KS
## 12326                                    Moody AFB       GA
## 12327                                    Sulligent       AL
## 12328                                 Minerva Park       OH
## 12329                                      Valatie       NY
## 12330                                  Runaway Bay       TX
## 12331                                   Laingsburg       MI
## 12332                                       Olivet       MI
## 12333                                 Harbor Hills       OH
## 12334                                  Patrick AFB       FL
## 12335                                   Middletown       VA
## 12336                                         Erin       TN
## 12337                                   Steelville       MO
## 12338                                    Parachute       CO
## 12339                                    Fairmount       TN
## 12340                                      Corning       IA
## 12341                     Bakersfield Country Club       CA
## 12342                                     Industry       PA
## 12343                                  Second Mesa       AZ
## 12344                                       Newton       AL
## 12345                                       Bogart       GA
## 12346                                       Warren       MN
## 12347                                    Woodworth       OH
## 12348                                      Cresson       PA
## 12349                                     Victoria       MS
## 12350                             Poquonock Bridge       CT
## 12351                                        Minco       OK
## 12352                                    Gouldtown       NJ
## 12353                                    Corvallis       MT
## 12354                                       Bowman       ND
## 12355                                        Gotha       FL
## 12356                                   West Pasco       WA
## 12357                                     Estancia       NM
## 12358                                   Silver Bay       MN
## 12359                                      Fayette       MS
## 12360                                 West Baraboo       WI
## 12361                                      Peridot       AZ
## 12362                                    Chadbourn       NC
## 12363                                         Espy       PA
## 12364                                     Waterman       IL
## 12365                                      Beverly       OH
## 12366                              Golden's Bridge       NY
## 12367                                     Syracuse       KS
## 12368                                     Bellwood       PA
## 12369                               Forest Heights       TX
## 12370                                  Lake Mohawk       OH
## 12371                                        Gordo       AL
## 12372                                 Three Rivers       TX
## 12373                               Brodheadsville       PA
## 12374                                   New Market       MD
## 12375                                     Kingston       OK
## 12376                                       Neligh       NE
## 12377                              Limestone Creek       FL
## 12378                                     Gallatin       MO
## 12379                                    Crosbyton       TX
## 12380                                   Cedarville       AR
## 12381                               Searles Valley       CA
## 12382                                 Grand Marais       MN
## 12383                        Mountain View Ranches       AZ
## 12384                                Mount Carroll       IL
## 12385                                Franklinville       NJ
## 12386                                   Clearwater       MN
## 12387                                 Spring Green       WI
## 12388                                       Kalida       OH
## 12389                                       Resaca       GA
## 12390                               Lake Brownwood       TX
## 12391                                     Descanso       CA
## 12392                                    Hillcrest       IL
## 12393                                       Uhland       TX
## 12394                                  Cherryville       PA
## 12395                                  East Berlin       PA
## 12396                                        Evart       MI
## 12397                                 East Bronson       FL
## 12398                                    Oak Grove       LA
## 12399                                    West Lawn       PA
## 12400                                   Dravosburg       PA
## 12401                                        Duson       LA
## 12402                               South Coventry       CT
## 12403                                     Kirkland       IL
## 12404                                   Ridgeville       SC
## 12405                         Grand Canyon Village       AZ
## 12406                                   Fairplains       NC
## 12407                                       Hollis       OK
## 12408                                    Jamesport       NY
## 12409                               Woodland Hills       UT
## 12410                                      Crandon       WI
## 12411                                       Wilson       OK
## 12412                                   Springmont       PA
## 12413                                    Irvington       KY
## 12414                                 Harpersville       AL
## 12415                                  North Pekin       IL
## 12416                                María Antonia       PR
## 12417                                      Lockney       TX
## 12418                                   Bent Creek       NC
## 12419                                       Ripley       OH
## 12420                                 Bayou Gauche       LA
## 12421                                      Awendaw       SC
## 12422                                     Lakemont       PA
## 12423                                          Rio       VA
## 12424                                         Como       MS
## 12425                                   Mount Airy       GA
## 12426                                      Munford       AL
## 12427                                    Marmaduke       AR
## 12428                                South Windham       CT
## 12429                                       Senath       MO
## 12430                                    Lone Pine       CA
## 12431                               Elephant Butte       NM
## 12432                                    Rosenhayn       NJ
## 12433                                      Robbins       NC
## 12434                                Lake Isabella       MI
## 12435                                       Morton       TX
## 12436                                   Shell Knob       MO
## 12437                                  Perryopolis       PA
## 12438                                       Dysart       IA
## 12439                                   Guttenberg       IA
## 12440                                       Fowler       MI
## 12441                                       Suárez       PR
## 12442                                   Bridgeport       NE
## 12443                                    Edmonston       MD
## 12444                                         Lusk       WY
## 12445                                     Garrison       ND
## 12446                                     Sedgwick       KS
## 12447                                   Park River       ND
## 12448                                   Middletown       CA
## 12449                             Mountain Village       CO
## 12450                                  Home Garden       CA
## 12451                                     Chrisman       IL
## 12452                                        Leoti       KS
## 12453                                      Pierson       FL
## 12454                                   North Lima       OH
## 12455                                   Bear Creek       AL
## 12456                                  Ocean Ridge       FL
## 12457                                    Fullerton       NE
## 12458                         Pinetop Country Club       AZ
## 12459                                     Bismarck       MO
## 12460                                        Salem       NC
## 12461                                    Ledbetter       KY
## 12462                                       Elmore       AL
## 12463                                    Stevenson       WA
## 12464                                       Jaguas       PR
## 12465                                    Tiburones       PR
## 12466                                       Haines       AK
## 12467                                      Oakland       NE
## 12468                                       Lanark       IL
## 12469                                     Big Pine       CA
## 12470                                     Phillips       WI
## 12471                                    Reidville       SC
## 12472                                       Wallis       TX
## 12473                                     Stockton       KS
## 12474                                   Brownsboro       TX
## 12475                                 Nora Springs       IA
## 12476                           Bayou Country Club       LA
## 12477                                       La Luz       NM
## 12478                                   Bridgeport       NY
## 12479                                 Mount Vernon       AL
## 12480                                South Willard       UT
## 12481                                       Samson       AL
## 12482                            South Coatesville       PA
## 12483                                  Seeley Lake       MT
## 12484                                  Random Lake       WI
## 12485                                    Granville       WV
## 12486                              Upper Fruitland       NM
## 12487                                      Farwell       TX
## 12488                                 Wrightsville       AR
## 12489                                   Fairforest       SC
## 12490                                   Thornville       OH
## 12491                              Anderson Island       WA
## 12492                                  Terra Bella       CA
## 12493                                      Zeigler       IL
## 12494                                        Caney       KS
## 12495                           Royal Palm Estates       FL
## 12496                                    Lacoochee       FL
## 12497                                 Cornersville       TN
## 12498                                      Forsyth       MT
## 12499                                     St. Elmo       IL
## 12500                                      Norwood       OK
## 12501                                       Ethete       WY
## 12502                                Rancho Alegre       TX
## 12503                                        Homer       MI
## 12504                                         Boyd       TX
## 12505                                     Rockvale       TN
## 12506                                     Hometown       PA
## 12507                             Westlake Village       IL
## 12508                                    MacArthur       WV
## 12509                       Wickerham Manor-Fisher       PA
## 12510                                      Chatham       VA
## 12511                                  Stony Point       NC
## 12512                               Elizabethville       PA
## 12513                                       Capron       IL
## 12514                                       Marmet       WV
## 12515                                        Cohoe       AK
## 12516                                   Robins AFB       GA
## 12517                                     Holliday       TX
## 12518                                    Haymarket       VA
## 12519                                  Springfield       NE
## 12520                                       Berino       NM
## 12521                                         Rome       IL
## 12522                               Guthrie Center       IA
## 12523                              Penn State Erie       PA
## 12524                                     Red Lick       TX
## 12525                                     Ben Bolt       TX
## 12526                                   Lake Bryan       TX
## 12527                                    Mancelona       MI
## 12528                                      Spencer       WI
## 12529                                  Punta Rassa       FL
## 12530                                      Blawnox       PA
## 12531                                       Hooker       OK
## 12532                                      Osborne       KS
## 12533                                    Granville       IL
## 12534                                      Deshler       OH
## 12535                                    Nashville       IN
## 12536                                       Barton       NM
## 12537                                      Ivanhoe       TX
## 12538                                    Grayville       IL
## 12539                                   Weber City       VA
## 12540                                  Hato Candal       PR
## 12541                                     Copeland       OK
## 12542                                    Roodhouse       IL
## 12543                                    Brookston       IN
## 12544                                      Hartley       IA
## 12545                                   Twin Lakes       VA
## 12546                                     Roseland       FL
## 12547                               Thompson Falls       MT
## 12548                                      Bristol       IN
## 12549                                    Caledonia       MI
## 12550                                        Laton       CA
## 12551                                       Indios       PR
## 12552                                       Buxton       NC
## 12553                                  Chapel Hill       TN
## 12554                                    Otisville       NY
## 12555                           Angola on the Lake       NY
## 12556                             Coal Run Village       KY
## 12557                                       Dunlap       IL
## 12558                                        Barry       IL
## 12559                                       Bement       IL
## 12560                               Pagosa Springs       CO
## 12561                                       Monona       IA
## 12562                                 Breckenridge       MI
## 12563                                  Los Ranchos       CA
## 12564                               Collings Lakes       NJ
## 12565                                       Dobson       NC
## 12566                                     Randolph       WI
## 12567                                     Mabscott       WV
## 12568                                   Keenesburg       CO
## 12569                                       Yalaha       FL
## 12570                                   Georgetown       CT
## 12571                                      Arcadia       IN
## 12572                                     Washburn       ND
## 12573                                        Cowan       TN
## 12574                                 Indian Hills       CO
## 12575                                       Palmer       PR
## 12576                                       Chapin       SC
## 12577                                 Colmar Manor       MD
## 12578                                   Sharpsburg       NC
## 12579                                      Mathews       LA
## 12580                                       Paonia       CO
## 12581                                  Clarksville       VA
## 12582                                   Fall Creek       WI
## 12583                                     Hinckley       MN
## 12584                                    New Haven       WV
## 12585                                Schuylerville       NY
## 12586                                       Weston       OH
## 12587                                       Slater       IA
## 12588                             Cedar Glen Lakes       NJ
## 12589                                       Hebron       IL
## 12590                                        Marks       MS
## 12591                                      Ashaway       RI
## 12592                                     Pepeekeo       HI
## 12593                             North Bennington       VT
## 12594                                       Tarkio       MO
## 12595                             Nanawale Estates       HI
## 12596                                    St. Jacob       IL
## 12597                                       Panora       IA
## 12598                                       Redway       CA
## 12599                               Taft Southwest       TX
## 12600                                        Emory       TX
## 12601                                  Vienna Bend       LA
## 12602                                      Whiting       WI
## 12603                                        Lamar       AR
## 12604                                  East Canton       OH
## 12605                         The Galena Territory       IL
## 12606                                   Burlington       ND
## 12607                                     Fairbank       IA
## 12608                                       Wagner       SD
## 12609                                         Olla       LA
## 12610                                     El Negro       PR
## 12611                           Head of the Harbor       NY
## 12612                                       Kersey       CO
## 12613                                   Sea Bright       NJ
## 12614                                  Locust Fork       AL
## 12615                                        Logan       IA
## 12616                                   Clara City       MN
## 12617                                 Lake Camelot       IL
## 12618                                Point Venture       TX
## 12619                                      Spencer       TN
## 12620                                 Duncan Falls       OH
## 12621                                       London       CA
## 12622                                      Norwood       NY
## 12623                                  Lumber City       GA
## 12624                                 G. L. García       PR
## 12625                                       Stamps       AR
## 12626                                Cascade Locks       OR
## 12627                                      Cecilia       LA
## 12628                                    West Park       NJ
## 12629                                     Sunriver       OR
## 12630                                    Edgeworth       PA
## 12631                                Shepherdstown       WV
## 12632                                       Harlan       KY
## 12633                                 White Pigeon       MI
## 12634                                   Bell Acres       PA
## 12635                                    Van Meter       IA
## 12636                                 Monarch Mill       SC
## 12637                                        Akron       IA
## 12638                                       Jordan       NY
## 12639                                       Hamlin       WV
## 12640                                        Vinco       PA
## 12641                                       Hebron       NE
## 12642                                     Red Lake       MN
## 12643                                   Lakes East       CT
## 12644                                         Taft       FL
## 12645                                      Cornell       WI
## 12646                                       Darien       GA
## 12647                                   Sneedville       TN
## 12648                                        Paris       MO
## 12649                                        Grant       AL
## 12650                                   Bear Creek       AK
## 12651                               St. Regis Park       KY
## 12652                                       Weldon       NC
## 12653                                      Oberlin       LA
## 12654                                  Eagle River       WI
## 12655                                       Morris       OK
## 12656                                    Southmayd       TX
## 12657                               Belleair Beach       FL
## 12658                                    Teaticket       MA
## 12659                                    Lumberton       MS
## 12660                                       Milroy       PA
## 12661                                 Yates Center       KS
## 12662                                  Carbon Hill       AL
## 12663                                Rawls Springs       MS
## 12664                                     Deerwood       TX
## 12665                                Bingham Farms       MI
## 12666                                       Coburg       OR
## 12667                                    Waterflow       NM
## 12668                                    Westville       OK
## 12669                               Island Heights       NJ
## 12670                                         Odon       IN
## 12671                                      Morrice       MI
## 12672                               Laguna Heights       TX
## 12673                                    Smethport       PA
## 12674                                  Silver Lake       KS
## 12675                             Conashaugh Lakes       PA
## 12676                                  Laguna Park       TX
## 12677                                        Elgin       OR
## 12678                                      Parsons       WV
## 12679                                   Rock Creek       AL
## 12680                                  Hudson Lake       IN
## 12681                                    Pine Knot       KY
## 12682                                 Gordonsville       TN
## 12683                                    Catawissa       PA
## 12684                                Rural Retreat       VA
## 12685                                Victory Lakes       NJ
## 12686                                      Oolitic       IN
## 12687                                 Clarks Green       PA
## 12688                                    Greenland       AR
## 12689                                     Mulberry       AR
## 12690                                   Enterprise       UT
## 12691                                       Ferron       UT
## 12692                                 Pine Prairie       LA
## 12693                                        Biola       CA
## 12694                                Skyline Acres       OH
## 12695                                Navarre Beach       FL
## 12696                           Mount Gay-Shamrock       WV
## 12697                              North Charleroi       PA
## 12698                                       Palmer       TX
## 12699                                   Raubsville       PA
## 12700                                Banks Springs       LA
## 12701                                  Garden City       MO
## 12702                                         Linn       MO
## 12703                                       Judson       SC
## 12704                      Black Point-Green Point       CA
## 12705                                     Sarcoxie       MO
## 12706                             Brooklyn Heights       OH
## 12707                                   Summerdale       AL
## 12708                                     Cementon       PA
## 12709                                     Standish       MI
## 12710                                  Ruhenstroth       NV
## 12711                                      Ballard       UT
## 12712                                      Pandora       OH
## 12713                                  Taos Pueblo       NM
## 12714                          Chevy Chase Heights       PA
## 12715                                      Manning       IA
## 12716                         Great Falls Crossing       VA
## 12717                                        Crane       MO
## 12718                                   Morgantown       PA
## 12719                               Monument Hills       CA
## 12720                                   Fair Grove       MO
## 12721                                      Pomeroy       OH
## 12722                              South Woodstock       CT
## 12723                               Cambridge City       IN
## 12724                                   High Rolls       NM
## 12725                               Holiday Valley       OH
## 12726                         Sunnyside-Tahoe City       CA
## 12727                                Robersonville       NC
## 12728                                   Twin Grove       IL
## 12729                              Cienega Springs       AZ
## 12730                                         Boaz       WV
## 12731                                       Nashua       IA
## 12732                                    Newcastle       CA
## 12733                                       Itasca       TX
## 12734                                     Whitmire       SC
## 12735                               Sackets Harbor       NY
## 12736                                      Crugers       NY
## 12737                                 Arbury Hills       IL
## 12738                                        Homer       GA
## 12739                              Lake Dalecarlia       IN
## 12740                                      Catawba       SC
## 12741                                Lake Waccamaw       NC
## 12742                                    Salisbury       MO
## 12743                                       Oxford       IN
## 12744                                    Lake Lure       NC
## 12745                                     Clermont       IN
## 12746                                  Prudhoe Bay       AK
## 12747                                   Hartington       NE
## 12748                               Loch Sheldrake       NY
## 12749                                       LeChee       AZ
## 12750                                      Walford       IA
## 12751                                 East Dubuque       IL
## 12752                                    Woodville       WI
## 12753                                     Tennille       GA
## 12754                                          Mio       MI
## 12755                                        Canby       MN
## 12756                                  Centre Hall       PA
## 12757                                 South Dennis       NJ
## 12758                                  River Hills       WI
## 12759                                       Elwood       UT
## 12760                                    Hawthorne       FL
## 12761                                     Napavine       WA
## 12762                                     Holstein       IA
## 12763                              Río Cañas Abajo       PR
## 12764                               Moravian Falls       NC
## 12765                                Bowling Green       VA
## 12766                                         Dale       IN
## 12767                                      Harmony       RI
## 12768                                Brackettville       TX
## 12769                                     Parklawn       CA
## 12770                                        Malta       IL
## 12771                                    Coal Fork       WV
## 12772                                        Miami       AZ
## 12773                                 West Chatham       MA
## 12774                             Thunder Mountain       NM
## 12775                             Keystone Heights       FL
## 12776                                 Spencerville       MD
## 12777                                      Francis       UT
## 12778                                       Beaver       OK
## 12779                                      Rosanky       TX
## 12780                                      Oakland       PA
## 12781                                 Bard College       NY
## 12782                                   Huntsville       TN
## 12783                                    Coldwater       MS
## 12784                                     Meadview       AZ
## 12785                                Poplar Plains       CT
## 12786                                       Lapwai       ID
## 12787                                 Leona Valley       CA
## 12788                                        Inman       KS
## 12789                                         Anna       OH
## 12790                                New Baltimore       OH
## 12791                                  Chadds Ford       PA
## 12792                                  Spring Hope       NC
## 12793                                       Roxana       IL
## 12794                                Canton Valley       CT
## 12795                                Tallaboa Alta       PR
## 12796                                       Osgood       IN
## 12797                                        Lenox       IA
## 12798                                 St. Michaels       MD
## 12799                                          Arp       TX
## 12800                                      Madison       MN
## 12801                               Conway Springs       KS
## 12802                                       Darien       WI
## 12803                                   Beulaville       NC
## 12804                                       Yacolt       WA
## 12805                                       Luther       OK
## 12806                                     Ferndale       CA
## 12807                              Southside Place       TX
## 12808                                      Eustace       TX
## 12809                                    Clarendon       AR
## 12810                           Towamensing Trails       PA
## 12811                             Pine Grove Mills       PA
## 12812                                   Río Blanco       PR
## 12813                             Strawberry Point       IA
## 12814                                      Kimball       TN
## 12815                                       Albany       LA
## 12816                              Luis M. Cintrón       PR
## 12817                                  Springfield       NJ
## 12818                                    Coal City       WV
## 12819                                   Greenville       VA
## 12820                                  Forest Lake       IL
## 12821                                    Kaumakani       HI
## 12822                                        Payne       OH
## 12823                                Blue Mountain       MS
## 12824                                     McArthur       OH
## 12825                                     Conestee       SC
## 12826                                    Ash Grove       MO
## 12827                                   Middleburg       PA
## 12828                                  Rocky Point       WA
## 12829                                    Westfield       PA
## 12830                                      Wellman       IA
## 12831                                     Mishicot       WI
## 12832                                    Thorndale       TX
## 12833                                      Oakland       MO
## 12834                                    Nescopeck       PA
## 12835                                   Appalachia       VA
## 12836                                    Princeton       NC
## 12837                                   Sawyerwood       OH
## 12838                               Rodney Village       DE
## 12839                              Birchwood Lakes       PA
## 12840                            Kingsford Heights       IN
## 12841                                Vernon Center       NJ
## 12842                                         Loma       CO
## 12843                                        Haven       KS
## 12844                                      Advance       NC
## 12845                                       Joanna       SC
## 12846                                      Hampton       AR
## 12847                                       Urbana       IA
## 12848                                  Burkesville       KY
## 12849                              Woodbury Center       CT
## 12850                                      Proctor       VT
## 12851                                         Cana       VA
## 12852                                     Montegut       LA
## 12853                              South Gull Lake       MI
## 12854                                West Carthage       NY
## 12855                                        Tyhee       ID
## 12856                                     Westport       IN
## 12857                                  Kayak Point       WA
## 12858                                       Carter       TX
## 12859                                    Lynchburg       OH
## 12860                                      Brocton       NY
## 12861                                 Smith Center       KS
## 12862                               Jackson Center       OH
## 12863                                     Monrovia       IN
## 12864                                     Millbury       OH
## 12865                                     Mayville       NY
## 12866                                        Boyce       LA
## 12867                                   Dallesport       WA
## 12868                                      Danbury       TX
## 12869                       Lake Marcel-Stillwater       WA
## 12870                                   Pocahontas       IA
## 12871                                     Stinnett       TX
## 12872                                   Louisville       NE
## 12873                                   Gettysburg       SD
## 12874                                   Tuscarawas       OH
## 12875                                         Ovid       MI
## 12876                                   Hackleburg       AL
## 12877                                         Iota       LA
## 12878                                      Russell       PA
## 12879                                   Waterville       WA
## 12880                                   Coldstream       OH
## 12881                              Washington Park       FL
## 12882                                   Shoreacres       TX
## 12883                                  Harrisville       RI
## 12884                                    Greenwood       DE
## 12885                                   North Bend       NE
## 12886                                 Taft Heights       CA
## 12887                                         Omao       HI
## 12888                                       Halsey       OR
## 12889                                    Limestone       IL
## 12890                                       Forest       OH
## 12891                                 New Fairview       TX
## 12892                                    Key Vista       FL
## 12893                                   Hughestown       PA
## 12894                                      Fowlkes       TN
## 12895                               Hasson Heights       PA
## 12896                                        Grant       NE
## 12897                                 Pheasant Run       OH
## 12898                                       Tsaile       AZ
## 12899                               Rockaway Beach       OR
## 12900                            Fairmount Heights       MD
## 12901                                       Olivet       TN
## 12902                      Sonoma State University       CA
## 12903                              Westwood Shores       TX
## 12904                              Amargosa Valley       NV
## 12905                                 Smith Valley       NV
## 12906                                Lake Caroline       VA
## 12907                                      Advance       MO
## 12908                                  St. Stephen       SC
## 12909                                     Brooklet       GA
## 12910                                        Downs       IL
## 12911                                  Quail Creek       TX
## 12912                                    Stanfield       NC
## 12913                                     Homewood       SC
## 12914                                         Hurt       VA
## 12915                                       Loving       NM
## 12916                                       Milton       NY
## 12917                                Williamsville       IL
## 12918                                    Arlington       NE
## 12919                                 Silver Grove       KY
## 12920                                    Maysville       OK
## 12921                                 Spring Grove       MN
## 12922                                  Prudenville       MI
## 12923                                    Boonville       NC
## 12924                                 Belle Plaine       KS
## 12925                                  East Valley       NV
## 12926                                      Pioneer       CA
## 12927                                       Burton       OH
## 12928                                Hasley Canyon       CA
## 12929                                   Lakes West       CT
## 12930                                     Lakeview       WA
## 12931                                      Bel-Nor       MO
## 12932                                 Walnut Creek       NC
## 12933                               Weissport East       PA
## 12934                                       Ladera       CA
## 12935                                 Camp Barrett       VA
## 12936                                    Daleville       IN
## 12937                                       Sutton       NE
## 12938                                      Oakdale       PA
## 12939                                Bridgehampton       NY
## 12940                                     La Cygne       KS
## 12941                              West Alexandria       OH
## 12942                               Charlotte Hall       MD
## 12943                                       Eureka       MT
## 12944                                      Eleanor       WV
## 12945                                        Belle       MO
## 12946                                Tuolumne City       CA
## 12947                               West Jefferson       NC
## 12948                                     Montague       CA
## 12949                                 Lake Holiday       IN
## 12950                                 Willacoochee       GA
## 12951                                   Metlakatla       AK
## 12952                               Rockwell Place       TX
## 12953                                     Crescent       OK
## 12954                              Centennial Park       AZ
## 12955                          Castleton-on-Hudson       NY
## 12956                                Ohkay Owingeh       NM
## 12957                                      Del Rio       CA
## 12958                            Absecon Highlands       NJ
## 12959                                Franklin Park       FL
## 12960                                      Altoona       AL
## 12961                                     Verandah       FL
## 12962                                        Grant       MI
## 12963                               Paincourtville       LA
## 12964                                         Erie       KS
## 12965                                  Five Points       OH
## 12966                                      Zebulon       GA
## 12967                             Magnolia Springs       AL
## 12968                                       Edmore       MI
## 12969                                      Cologne       NJ
## 12970                                     Glouster       OH
## 12971                                   Terrebonne       OR
## 12972                                 Pewee Valley       KY
## 12973                                   Wood River       NE
## 12974                                   Blue Ridge       AL
## 12975                                       Hurley       WI
## 12976                                      Rosebud       TX
## 12977                                       Hayden       AL
## 12978                                   West Salem       OH
## 12979                                      Kinsley       KS
## 12980                                       Dawson       MN
## 12981                                      Ravenna       NE
## 12982                                    Lavalette       WV
## 12983                                      Hampton       TN
## 12984                            Brookside Village       TX
## 12985                                     Lone Oak       TN
## 12986                                   Wellington       UT
## 12987                                  Arnold Line       MS
## 12988                                   Elk Rapids       MI
## 12989                                      Wortham       TX
## 12990                                     Atkinson       NE
## 12991                                    Rossmoyne       OH
## 12992                                  Tonto Basin       AZ
## 12993                                      Glasgow       VA
## 12994                                    Greenwich       OH
## 12995                                Rolling Hills       CA
## 12996                                   Galesville       WI
## 12997                                       Benton       TN
## 12998                                  South Shore       KY
## 12999                                     Newberry       MI
## 13000                                   Sutherland       NE
## 13001                                    Woodsboro       TX
## 13002                                     Langston       OK
## 13003                                  Ransomville       NY
## 13004                                      Stanton       MI
## 13005                                    Greenback       TN
## 13006                                   Ronceverte       WV
## 13007                                   Bloomfield       NY
## 13008                               Harwich Center       MA
## 13009                                    New Paris       IN
## 13010                                       Booker       TX
## 13011                                     Kingsley       IA
## 13012                                  New Buffalo       MI
## 13013                                        Byers       CO
## 13014                                       Olivet       NJ
## 13015                                   Greenville       IN
## 13016                                        Purdy       MO
## 13017                                    Ainsworth       NE
## 13018                                        Walls       MS
## 13019                          Fort Belknap Agency       MT
## 13020                                       Albers       IL
## 13021                                       Stuart       VA
## 13022                                        Glide       OR
## 13023                                   Nokesville       VA
## 13024                                       Surrey       ND
## 13025                                      Minorca       LA
## 13026                             Cypress Quarters       FL
## 13027                                    Vanceburg       KY
## 13028                                Schwenksville       PA
## 13029                                  Orfordville       WI
## 13030                                     Brodhead       KY
## 13031                                       Durand       IL
## 13032                                        Purdy       WA
## 13033                                     Montello       WI
## 13034                               West Sharyland       TX
## 13035                                  Continental       OH
## 13036                                      Wyoming       IL
## 13037                                     Shelburn       IN
## 13038                                      Hubbard       TX
## 13039                             Lookout Mountain       AL
## 13040                                   Morgantown       IN
## 13041                                 Delft Colony       CA
## 13042                                    Charlotte       TX
## 13043                                    City View       SC
## 13044                                  China Grove       TX
## 13045                                   Pinconning       MI
## 13046                                         Wade       MS
## 13047                                   Union City       OH
## 13048                                      Kempner       TX
## 13049                                       Cleora       OK
## 13050                                      Wheeler       TX
## 13051                                      Bonduel       WI
## 13052                                        Astor       FL
## 13053                                   Olive Hill       KY
## 13054                                 East Griffin       GA
## 13055                                      Sundown       TX
## 13056                                       Toulon       IL
## 13057                                        Traer       IA
## 13058                                   Kilmarnock       VA
## 13059                                       Rincón       PR
## 13060                                     Glenmora       LA
## 13061                                    Ellington       MO
## 13062                                      Palmyra       IN
## 13063                                South Whitley       IN
## 13064                                 Spencerville       NM
## 13065                                Mountain Road       VA
## 13066                                 Locust Grove       OK
## 13067                                     New Hope       OR
## 13068                                     Marshall       AR
## 13069                                  Eagle Butte       SD
## 13070                                Silver Summit       UT
## 13071                                        Philo       IL
## 13072                                    Lone Jack       MO
## 13073                                  Banner Hill       TN
## 13074                                  Chesilhurst       NJ
## 13075                                        Mogul       NV
## 13076                                      Chinook       MT
## 13077                                      Oakwood       IL
## 13078                                     Hamshire       TX
## 13079                                        Atoka       NM
## 13080                                      Niagara       WI
## 13081                                     Lakeside       CA
## 13082                                      Bronson       FL
## 13083                                Crested Butte       CO
## 13084                               Lake Don Pedro       CA
## 13085                                  Lincolndale       NY
## 13086                               Prince's Lakes       IN
## 13087                                   Woodsville       NH
## 13088                                    Bratenahl       OH
## 13089                                    Riverside       UT
## 13090                                      Cibecue       AZ
## 13091                                       Uintah       UT
## 13092                                   Mount Wolf       PA
## 13093                                  Garberville       CA
## 13094                                      Decatur       AR
## 13095                                  Tyndall AFB       FL
## 13096                                      Wathena       KS
## 13097                                   Long Creek       IL
## 13098                                    Tonka Bay       MN
## 13099                                       Riesel       TX
## 13100                                       Hudson       PA
## 13101                                     Sublette       KS
## 13102                                  Warren Park       IN
## 13103                                     Edinburg       VA
## 13104                                       Warner       OK
## 13105                                      Del Rey       CA
## 13106                          Apple Mountain Lake       VA
## 13107                                        Noank       CT
## 13108                                  Lake Dunlap       TX
## 13109                                Greilickville       MI
## 13110                                     Hemphill       TX
## 13111                                    St. David       AZ
## 13112                                      Okarche       OK
## 13113                                      Waverly       IL
## 13114                                      Elkhart       TX
## 13115                                         Avon       MN
## 13116                                   Monticello       MS
## 13117                                Cherry Branch       NC
## 13118                                       Ashley       OH
## 13119                                   Prosperity       WV
## 13120                                         Taos       MO
## 13121           University of Pittsburgh Johnstown       PA
## 13122                                       Roscoe       TX
## 13123                                     Woodbine       IA
## 13124                                       Bovina       TX
## 13125                                Diamond Ridge       AK
## 13126                                         Troy       PA
## 13127                                     Lluveras       PR
## 13128                                  Mount Olive       MS
## 13129                                       Wymore       NE
## 13130                                Captains Cove       VA
## 13131                                 Barrackville       WV
## 13132                             Pinewood Estates       TX
## 13133                                    Charenton       LA
## 13134                                    Tri-Lakes       IN
## 13135                               Russells Point       OH
## 13136                            West Conshohocken       PA
## 13137                                       Wilson       WY
## 13138                                       Rogers       TX
## 13139                                   Montgomery       PA
## 13140                                      Goodman       MS
## 13141                                        Meade       KS
## 13142                                      Milford       PA
## 13143                                       Woxall       PA
## 13144                               New Middletown       OH
## 13145                                       Oblong       IL
## 13146                                        Tolar       TX
## 13147                                 Mashpee Neck       MA
## 13148                                 Chesterfield       SC
## 13149                                     Highfill       AR
## 13150                                    Nashville       MI
## 13151                                       Avalon       NJ
## 13152                                      Blossom       TX
## 13153                                   Rapid City       MI
## 13154                                     Philmont       NY
## 13155                                     Virginia       IL
## 13156                                    La Grulla       TX
## 13157                                        Edgar       WI
## 13158                                 Fort Loramie       OH
## 13159                                   Palma Sola       PR
## 13160                               Central Garage       VA
## 13161                                  Bunker Hill       IL
## 13162                                      Oquawka       IL
## 13163                                     Rutledge       TN
## 13164                                     Seabrook       SC
## 13165                                     Auxvasse       MO
## 13166                                Crandon Lakes       NJ
## 13167                                         Paul       ID
## 13168                                    Frankston       TX
## 13169                                     Belhaven       NC
## 13170                                 Audubon Park       KY
## 13171                                         Kyle       SD
## 13172                                       Fulton       TX
## 13173                                       Helena       OK
## 13174                                West Mountain       UT
## 13175                                    Rock Hall       MD
## 13176                                    Browntown       PA
## 13177                                     Nooksack       WA
## 13178                                 Battle Creek       NE
## 13179                                  Rollingwood       TX
## 13180                                  Buckeystown       MD
## 13181                                 Fifth Street       TX
## 13182                                   Clear Lake       SD
## 13183                                  Fort Benton       MT
## 13184                                      Gasport       NY
## 13185                                       Quincy       MI
## 13186                                       Laflin       PA
## 13187                                   Coulee Dam       WA
## 13188                                        Mikes       TX
## 13189                                     Kittitas       WA
## 13190                                 Tiltonsville       OH
## 13191                                  Rock Island       WA
## 13192                                      Shelton       NE
## 13193                                  Koontz Lake       IN
## 13194                                     Westwood       CA
## 13195                                    Nederland       CO
## 13196                                        Sumas       WA
## 13197                               South Browning       MT
## 13198                              Shoemakersville       PA
## 13199                               Rehoboth Beach       DE
## 13200                                       Cadott       WI
## 13201                                     Ballplay       AL
## 13202                                       Aurora       TX
## 13203                          Westhaven-Moonstone       CA
## 13204                                 Kearney Park       MS
## 13205                                      Bigfoot       TX
## 13206                                    Plainview       NE
## 13207                                 Central High       OK
## 13208                                   Smithville       OH
## 13209                                     Lakeport       TX
## 13210                                    Elizabeth       PA
## 13211                                Morrisonville       NY
## 13212                                       Gorman       TX
## 13213                               Pleasant Grove       OH
## 13214                                Sandia Knolls       NM
## 13215                                    Brookside       NJ
## 13216                                     Alamance       NC
## 13217                                        Iraan       TX
## 13218                                      Pomeroy       WA
## 13219                                  Garrochales       PR
## 13220                                       Roland       IA
## 13221                                      Gardner       IL
## 13222                                       Hurley       MS
## 13223                          Arden on the Severn       MD
## 13224                                     Larimore       ND
## 13225                                        Lomas       PR
## 13226                                 Sistersville       WV
## 13227                                      Holland       TX
## 13228                                        Moody       TX
## 13229                                        Reese       MI
## 13230                                 Walnut Creek       OH
## 13231                                    Rich Hill       MO
## 13232                                 Alamosa East       CO
## 13233                                      Fosston       MN
## 13234                                       Daguao       PR
## 13235                              South Wenatchee       WA
## 13236                                    New Paris       OH
## 13237                                     Fairview       UT
## 13238                                      Liberty       UT
## 13239                               Roslyn Estates       NY
## 13240                                     Fairmead       CA
## 13241                                     Red Lake       AZ
## 13242                                  South River       NM
## 13243                                 Jones Valley       CA
## 13244                           University Heights       IA
## 13245                                      Gleason       TN
## 13246                                   Loganville       PA
## 13247                                    Remington       IN
## 13248                                        Talpa       NM
## 13249                                     Winthrop       MN
## 13250                                        Alton       IA
## 13251                                    Clintwood       VA
## 13252                                      Colwich       KS
## 13253                                    Galveston       IN
## 13254                                         Webb       AL
## 13255                          Dover Beaches South       NJ
## 13256                                Pleasant Hill       OH
## 13257                                        Elton       LA
## 13258                                   Upper Lake       CA
## 13259                                  Robie Creek       ID
## 13260                                        Manly       IA
## 13261                                       McDade       TX
## 13262                                Franklinville       NC
## 13263                                 East Palatka       FL
## 13264                                    Choudrant       LA
## 13265                                  Castle Dale       UT
## 13266                                         Arma       KS
## 13267                               Fivepointville       PA
## 13268                                     Westlake       TX
## 13269                                 New Rockford       ND
## 13270                                Pleasant Hill       MS
## 13271                                    Weweantic       MA
## 13272                                    Georgiana       AL
## 13273                                       Dewart       PA
## 13274                                  Legend Lake       WI
## 13275                                   West Hills       PA
## 13276                                Sweet Springs       MO
## 13277                                     De Graff       OH
## 13278                                 Lake Ketchum       WA
## 13279                                   Lake LeAnn       MI
## 13280                                   Hanna City       IL
## 13281                            Beechwood Village       KY
## 13282                                     Elverson       PA
## 13283                                   Graysville       TN
## 13284                                       Tenaha       TX
## 13285                                   Oak Bluffs       MA
## 13286                                   New Beaver       PA
## 13287                                    Stratford       TX
## 13288                                     Shepherd       MI
## 13289                               Forest Meadows       CA
## 13290                                      Glyndon       MN
## 13291                                      Boswell       PA
## 13292                                Lake Hamilton       FL
## 13293                                  Cerro Gordo       IL
## 13294                                     Renville       MN
## 13295                             Lauderdale Lakes       WI
## 13296                                       Stella       PR
## 13297                               Enosburg Falls       VT
## 13298                                     Hayfield       MN
## 13299                                    Garretson       SD
## 13300                                  White Sands       NM
## 13301                                Fairview Park       IN
## 13302                                  Clarksville       IA
## 13303                                  Church Rock       NM
## 13304                                   Fort Ashby       WV
## 13305                          St. Vincent College       PA
## 13306                                   Harristown       IL
## 13307                                       Crooks       SD
## 13308                                 Yarrow Point       WA
## 13309                                   Black Rock       NM
## 13310                                    Cassville       WV
## 13311                                  Fort Sumner       NM
## 13312                                  Cross Roads       TX
## 13313                                      Sanborn       IA
## 13314                                       Beaver       WV
## 13315                                     Avondale       PA
## 13316                                    Millbrook       NY
## 13317                               Medicine Lodge       KS
## 13318                              Point MacKenzie       AK
## 13319                                   Jonesville       LA
## 13320                                      Babbitt       MN
## 13321                                    Palestine       IL
## 13322                                     Callaway       MD
## 13323                                     Montrose       PA
## 13324                                 Pacific City       OR
## 13325                Encantada-Ranchito-El Calaboz       TX
## 13326                                Highland Park       PA
## 13327                                    Cannelton       IN
## 13328                                 West Blocton       AL
## 13329                                     Sundance       WY
## 13330                                     Aberdeen       OH
## 13331                                      Lincoln       MO
## 13332                                Millers Creek       NC
## 13333                                     Tornillo       TX
## 13334                                  Pemberville       OH
## 13335                                      Bedford       IA
## 13336                                  Girardville       PA
## 13337                                   Queen Anne       MD
## 13338                                      Oakland       OR
## 13339                                       Dalton       PA
## 13340                                   Brightwood       VA
## 13341                                      Sanford       CO
## 13342                                    Irwindale       CA
## 13343                                       Colfax       WI
## 13344                                      Stryker       OH
## 13345                                     Wingdale       NY
## 13346                                Spring Valley       WI
## 13347                                     Franklin       TX
## 13348                                      Wagener       SC
## 13349                                     Cavalier       ND
## 13350                                         Kemp       TX
## 13351                                     Big Bend       WI
## 13352                                    Fruitdale       CA
## 13353                                  Pendergrass       GA
## 13354                                      Palomas       PR
## 13355                                        Basin       WY
## 13356                                        Grace       ID
## 13357                                   Grass Lake       MI
## 13358                                        Rouse       CA
## 13359                               Seabrook Farms       NJ
## 13360                                      Capitan       NM
## 13361                                       Payson       IL
## 13362                                 Leavittsburg       OH
## 13363                                    Stockdale       TX
## 13364                                    Pennsboro       WV
## 13365                                     Guayabal       PR
## 13366                                Cane Savannah       SC
## 13367                                        Colma       CA
## 13368                                        Neoga       IL
## 13369                                      Keshena       WI
## 13370                                  Tunnel Hill       GA
## 13371                                     Redfield       AR
## 13372                                         Star       NC
## 13373                                Taft Mosswood       CA
## 13374                                        Maury       NC
## 13375                                    Grandview       IL
## 13376                                       Sunman       IN
## 13377                                        Nixon       PA
## 13378                                      Daniels       WV
## 13379                                        Belle       WV
## 13380                               West Leechburg       PA
## 13381                                        Ramos       PR
## 13382                                   Banner Elk       NC
## 13383                                    Lakeshire       MO
## 13384                                       Dassel       MN
## 13385                                   Great Bend       NY
## 13386                                      Dickson       OK
## 13387                                    New Pekin       IN
## 13388                                         Ucon       ID
## 13389                                    Falkville       AL
## 13390                               Atlantic Beach       NY
## 13391                                    Rome City       IN
## 13392                                       Oceana       WV
## 13393                                     Farmland       IN
## 13394                              South Uniontown       PA
## 13395                                      Gholson       TX
## 13396                                   Holly Hill       SC
## 13397                                Sharon Center       OH
## 13398                                 Johnson City       KS
## 13399                                     Woodburn       IN
## 13400                         New Castle Northwest       PA
## 13401    William Paterson University of New Jersey       NJ
## 13402                                        Elroy       WI
## 13403                                     Wauregan       CT
## 13404                                    Stratford       WI
## 13405                                 Buchanan Dam       TX
## 13406                                      Grayson       CA
## 13407                                      Earlham       IA
## 13408                              Cumberland Head       NY
## 13409                                     Doña Ana       NM
## 13410                                   Scottville       MI
## 13411                                   Los Alamos       CA
## 13412                                    El Rancho       NM
## 13413                               Hughes Springs       TX
## 13414                                      Cashion       OK
## 13415                                 China Spring       TX
## 13416                                     Wildwood       TN
## 13417                                    Wakefield       NE
## 13418                                      Des Arc       AR
## 13419                               New Hackensack       NY
## 13420                                       Vander       NC
## 13421                                  Webberville       MI
## 13422                                  Tower Lakes       IL
## 13423                                   Grantsburg       WI
## 13424                                  Rogersville       AL
## 13425                                       Aurora       SD
## 13426                                 West Swanzey       NH
## 13427                                  Monroeville       OH
## 13428                                 Seven Points       TX
## 13429                                         Ecru       MS
## 13430                                 Newfoundland       NJ
## 13431                                       Urania       LA
## 13432                                  Harbor Isle       NY
## 13433                                         Avis       PA
## 13434                                       Miller       SD
## 13435                           Fort Clark Springs       TX
## 13436                               Flordell Hills       MO
## 13437                                Big Bass Lake       PA
## 13438                                   Carbondale       KS
## 13439                                    Montezuma       IA
## 13440                                        Waldo       AR
## 13441                                      Penhook       VA
## 13442                                       Thomas       OK
## 13443                                     Sparkill       NY
## 13444                                   Nellysford       VA
## 13445                                      Yamhill       OR
## 13446                                       Menard       TX
## 13447                                    Forreston       IL
## 13448                                Rainbow Lakes       NJ
## 13449                                 Leland Grove       IL
## 13450                                       Alpine       NJ
## 13451                                       Foscoe       NC
## 13452                                        Pahoa       HI
## 13453                                       Pelzer       SC
## 13454                                      Ravenna       MI
## 13455                                        Gwinn       MI
## 13456                                        Tioga       ND
## 13457                                        Tryon       NC
## 13458                                Lawrenceville       VA
## 13459                                Green Springs       OH
## 13460                                       Fraser       CO
## 13461                                      Fairfax       MN
## 13462                                         Burt       MI
## 13463                                  Grand Ronde       OR
## 13464                                       Redkey       IN
## 13465                                    Soap Lake       WA
## 13466                                    Hillsboro       WI
## 13467                                       Meeker       OK
## 13468                                      Tangent       OR
## 13469                                     Palmdale       PA
## 13470                                       Julian       CA
## 13471                           North Ballston Spa       NY
## 13472                                  St. Francis       KS
## 13473                                       McGraw       NY
## 13474                                      Pioneer       OH
## 13475                                   Perryville       AR
## 13476                                    Sebastian       TX
## 13477                                  East Marion       NY
## 13478                                      Buffalo       SC
## 13479                                 Fayetteville       AL
## 13480                                       Albion       PA
## 13481                                    Marlinton       WV
## 13482                          Red Boiling Springs       TN
## 13483                                  Griggsville       IL
## 13484                               Lake Catherine       IL
## 13485                               Patton Village       TX
## 13486                                        Lamar       TX
## 13487                                Pleasureville       KY
## 13488                                       Panama       OK
## 13489                                 Labadieville       LA
## 13490                                  Pomona Park       FL
## 13491                                        Fyffe       AL
## 13492                                     McAlmont       AR
## 13493                                  Norris City       IL
## 13494                                       Borden       IN
## 13495                           Six Shooter Canyon       AZ
## 13496                             East Hazel Crest       IL
## 13497                                  West Canton       NC
## 13498                                     Sheridan       CA
## 13499                                 Ruckersville       VA
## 13500                              Muhlenberg Park       PA
## 13501                                    Jonesboro       IN
## 13502                                     Bay Park       NY
## 13503                                       Kibler       AR
## 13504                    Saint John Fisher College       NY
## 13505                       Lomas Verdes Comunidad       PR
## 13506                                    Camp Hill       AL
## 13507                                      Duenweg       MO
## 13508                                       Wisner       NE
## 13509                                    Caledonia       MS
## 13510                                   Timberlane       IL
## 13511                                 Whitley City       KY
## 13512                                  Morgan Hill       PA
## 13513                                        Hiram       OH
## 13514                                Eaton Estates       OH
## 13515                                        Carey       ID
## 13516                                       Denton       NC
## 13517                                        Riner       VA
## 13518                                     Appleton       MN
## 13519                                    Ontonagon       MI
## 13520                                   Chatsworth       IL
## 13521                                       Newark       AR
## 13522                                  Bloomington       TX
## 13523                                     Dellwood       MN
## 13524                                   Springdale       NC
## 13525                                    Bushyhead       OK
## 13526                                       Markle       IN
## 13527                                    Barneveld       WI
## 13528                                      Newburg       WI
## 13529                                      Sargent       TX
## 13530                                      Ignacio       CO
## 13531                                         Tome       NM
## 13532                            Brookfield Center       OH
## 13533                                  West Milton       PA
## 13534                                      Redland       TX
## 13535                                  Springfield       CO
## 13536                                        Basye       VA
## 13537                                  Saylorsburg       PA
## 13538                                   Greenfield       MO
## 13539                                       Mendon       UT
## 13540                                    Okawville       IL
## 13541                                      Monette       AR
## 13542                                       Covelo       CA
## 13543                                      Theresa       WI
## 13544                                     Parshall       ND
## 13545                                    El Tumbao       PR
## 13546                                  Hurleyville       NY
## 13547                                     Deadwood       SD
## 13548                                  Lyndonville       VT
## 13549                                      Ceresco       NE
## 13550                                      Gregory       SD
## 13551                                     Seadrift       TX
## 13552                                     Broadway       NC
## 13553                                    Saxonburg       PA
## 13554                                    Rock Port       MO
## 13555                                     Bradford       RI
## 13556                                          Tok       AK
## 13557                                     Maricopa       CA
## 13558                                  Bannockburn       IL
## 13559                                Peach Springs       AZ
## 13560                                        Fulda       MN
## 13561                                      Phoenix       IL
## 13562                                   Duboistown       PA
## 13563                                 Martinsville       IL
## 13564                                    Big Sandy       TX
## 13565                                   Colchester       IL
## 13566                                   Jonesville       VA
## 13567                            Little Round Lake       WI
## 13568                                       Warren       IL
## 13569                             Mansfield Center       CT
## 13570                                      Delevan       NY
## 13571                                West Fairview       PA
## 13572                                     Kingston       IL
## 13573                                     Wurtland       KY
## 13574                                 Cannon Beach       OR
## 13575                                  Powers Lake       WI
## 13576                                    Knightsen       CA
## 13577                                  Babson Park       FL
## 13578                               Milford Square       PA
## 13579                                    Christmas       FL
## 13580                                       Gretna       VA
## 13581                                         Mars       PA
## 13582                                    Frankfort       OH
## 13583                                         Nebo       NC
## 13584                                 South Wilton       CT
## 13585                                         Vian       OK
## 13586                                      Pen Mar       PA
## 13587                                  Shoal Creek       AL
## 13588                                      Windsor       PA
## 13589                                       Shokan       NY
## 13590                                     Sardinia       OH
## 13591                                       Claude       TX
## 13592                                      Morenci       AZ
## 13593                                       Athena       OR
## 13594                                      Herlong       CA
## 13595                                     Richmond       MN
## 13596                                     Clarkson       KY
## 13597                                       Ceredo       WV
## 13598                          Parcelas de Navarro       PR
## 13599                                     Mariposa       CA
## 13600                                        Yutan       NE
## 13601                                      Tripoli       IA
## 13602                           Sleepy Hollow Lake       NY
## 13603                                 Independence       WI
## 13604                                    Lexington       TX
## 13605                                Mustang Ridge       TX
## 13606                                     Fairplay       GA
## 13607                                    Ness City       KS
## 13608                                    Lexington       MS
## 13609                                      Laurens       IA
## 13610                                      Wolcott       IN
## 13611                                     La Harpe       IL
## 13612                                     Elm City       NC
## 13613                                     Bethesda       OH
## 13614                                       Apollo       PA
## 13615                                  Schoolcraft       MI
## 13616                   Montclair State University       NJ
## 13617                                   Kensington       NY
## 13618                                   Coldstream       KY
## 13619                                       Steele       AL
## 13620                                Cortland West       NY
## 13621                                      Addison       WV
## 13622                                  Silver Lake       NJ
## 13623                                      Bartolo       PR
## 13624                                  Forest View       IL
## 13625                                 Willow Creek       CA
## 13626                                      Milford       IL
## 13627                                    Clendenin       WV
## 13628                              Murphys Estates       SC
## 13629                                       Dilkon       AZ
## 13630                                 Helena Flats       MT
## 13631                                      Flippin       AR
## 13632                                  Cedar Ridge       CA
## 13633                                        Lyons       WI
## 13634                                      Dorothy       NJ
## 13635                                 Valley Mills       TX
## 13636                                       Manton       MI
## 13637                                    Birch Run       MI
## 13638                                   Greenfield       IL
## 13639                                   Bellefonte       DE
## 13640                                      Parrish       AL
## 13641                                       Manson       WA
## 13642                                      Wetumka       OK
## 13643                                        Deans       NJ
## 13644                                Union Springs       NY
## 13645                                     Minneota       MN
## 13646                                     Ash Flat       AR
## 13647                           Pocono Ranch Lands       PA
## 13648                                   Union City       OK
## 13649                                       Lannon       WI
## 13650                                  Emerald Bay       TX
## 13651                                    Cleveland       AL
## 13652                                     Onancock       VA
## 13653                                Hillside Lake       NY
## 13654                                      Greenup       KY
## 13655                                      Encinal       TX
## 13656                                   Ortonville       MI
## 13657                                        Hoxie       KS
## 13658                                      Bolivar       WV
## 13659                                       Sibley       LA
## 13660                                     Bellevue       MI
## 13661                                       Dunlap       OH
## 13662                                    Sunnyside       GA
## 13663                                       Edgard       LA
## 13664                                   Old Miakka       FL
## 13665                                      Olympia       SC
## 13666                                       Kenton       TN
## 13667                                 Garden Grove       FL
## 13668                        Prineville Lake Acres       OR
## 13669                                    Porcupine       SD
## 13670                                   Winchester       OH
## 13671                                 Dover Plains       NY
## 13672                                   Flemington       PA
## 13673                                       Manawa       WI
## 13674                                     Inkerman       PA
## 13675                                      Marissa       IL
## 13676                            Pine Knoll Shores       NC
## 13677                                      Weidman       MI
## 13678                                    Cole Camp       MO
## 13679                                 Centre Grove       NJ
## 13680                                   Sweet Home       AR
## 13681                                  Farmingdale       NJ
## 13682                                         Ladd       IL
## 13683                                      Preston       MN
## 13684                                        Elmer       NJ
## 13685                                    Darmstadt       IN
## 13686                                    Cambridge       WI
## 13687                                    La Crosse       KS
## 13688                                       Towaoc       CO
## 13689                                         Hyde       PA
## 13690                                        Chico       TX
## 13691                                     Crawford       GA
## 13692                                    St. Peter       WI
## 13693                                      Clifton       IL
## 13694                                      Medford       MN
## 13695                                        Mazon       IL
## 13696                                   Velda City       MO
## 13697                                Bowling Green       MD
## 13698                                     Ellicott       CO
## 13699                           MacDonnell Heights       NY
## 13700                              Tennessee Ridge       TN
## 13701                                      Pickens       MS
## 13702                                      Reading       MI
## 13703                                    Kenbridge       VA
## 13704                          West Siloam Springs       OK
## 13705                                  South Barre       VT
## 13706                                 Las Campanas       NM
## 13707                                Vernon Valley       NJ
## 13708                                        Loyal       WI
## 13709                                   Camp Point       IL
## 13710                                     Woodacre       CA
## 13711                                   Oglethorpe       GA
## 13712                                     La Honda       CA
## 13713                                  Brooksville       MS
## 13714                                  Stockbridge       MI
## 13715                                    Lily Lake       IL
## 13716                                     Navesink       NJ
## 13717                                       Snyder       OK
## 13718                                    Byrdstown       TN
## 13719                                 North Granby       CT
## 13720                                  Jennerstown       PA
## 13721                                   Sun Valley       ID
## 13722                              Stillman Valley       IL
## 13723                                      St. Leo       FL
## 13724                                 Burgettstown       PA
## 13725                                      Sanborn       NY
## 13726                                      Ardmore       AL
## 13727                                         Alma       NE
## 13728                                 Cross Plains       TX
## 13729                                      Sheldon       IL
## 13730                                      Harmony       PA
## 13731                                        Parks       AZ
## 13732                                  East Camden       AR
## 13733                               Brandywine Bay       NC
## 13734                                        Irwin       SC
## 13735                                      Marsing       ID
## 13736                                     Brooklyn       WI
## 13737                                      Celoron       NY
## 13738                                     Homeland       GA
## 13739                                 Brickerville       PA
## 13740                                     Mulberry       IN
## 13741                               McConnellstown       PA
## 13742                            Oak Grove Heights       AR
## 13743                                        Tubac       AZ
## 13744                                     Eclectic       AL
## 13745                                    Van Buren       MO
## 13746                                  Pine Bluffs       WY
## 13747                                 Mexico Beach       FL
## 13748                                   Queen City       TX
## 13749                               Calverton Park       MO
## 13750                                       Duluth       WA
## 13751                                    Hotchkiss       CO
## 13752                                  Casa Blanca       AZ
## 13753                                     Leesburg       OH
## 13754                                  Crownsville       MD
## 13755                                     Shattuck       OK
## 13756                                Glenwood City       WI
## 13757                                         Oran       MO
## 13758                                         Alto       GA
## 13759                                     Sweetser       IN
## 13760                                     La Plata       MO
## 13761                                    Duncannon       PA
## 13762                                    Fort Dick       CA
## 13763                                        Toast       NC
## 13764                                       Linden       TN
## 13765                                       Bayard       NE
## 13766                                 Weston Mills       NY
## 13767                                     Pinetops       NC
## 13768                                       Baltic       CT
## 13769                                      Elkader       IA
## 13770                                    Stratford       OK
## 13771                                    Robinhood       MS
## 13772                                       Grover       WY
## 13773                                   Owensville       IN
## 13774                               Trabuco Canyon       CA
## 13775                                   Wolfe City       TX
## 13776                                   Bainbridge       PA
## 13777                                   Gardendale       TX
## 13778                                    Dunnstown       PA
## 13779                                   Galesville       MD
## 13780                                  New Windsor       MD
## 13781                                    Cambridge       NE
## 13782                               Red Lake Falls       MN
## 13783                                    Elm Creek       NE
## 13784                                  Kings Mills       OH
## 13785                                        Perry       KS
## 13786                                    Geraldine       AL
## 13787                                Fort Thompson       SD
## 13788                                     Skidmore       TX
## 13789                                  Springville       IA
## 13790                                  West Easton       PA
## 13791                               Pleasant Hills       OH
## 13792                                      Benwood       WV
## 13793                                   Foresthill       CA
## 13794                               Whitehorn Cove       OK
## 13795                                    Hallstead       PA
## 13796                                     Plandome       NY
## 13797                                    Mansfield       MO
## 13798                                    Ames Lake       WA
## 13799                                     Remerton       GA
## 13800                       Royal Hawaiian Estates       HI
## 13801                               Skyline-Ganipa       NM
## 13802                                       Baltic       SD
## 13803                                  Mucarabones       PR
## 13804                                        Avoca       IA
## 13805                                        Alamo       GA
## 13806                                  Black Creek       WI
## 13807                                  Coon Rapids       IA
## 13808                              North Key Largo       FL
## 13809                                    Highpoint       OH
## 13810                                     Roseland       LA
## 13811                                   El Paraiso       PR
## 13812                                  Cobb Island       MD
## 13813                                      Guthrie       KY
## 13814                                       Munday       TX
## 13815                                   Shullsburg       WI
## 13816                                     Fairhope       PA
## 13817                                   Rio Grande       OH
## 13818                                 Beech Island       SC
## 13819                               Delta Junction       AK
## 13820                                    Surf City       NJ
## 13821                                   Nellieburg       MS
## 13822                           Great Neck Gardens       NY
## 13823                                        Hagan       GA
## 13824                                     Sycamore       GA
## 13825                                     Moenkopi       AZ
## 13826                                       Culver       IN
## 13827                                        Omega       GA
## 13828                               Boston Heights       OH
## 13829                              Belmont Estates       VA
## 13830                                       Avimor       ID
## 13831                                   New Berlin       IL
## 13832                         Cascade-Chipita Park       CO
## 13833                               Barker Heights       NC
## 13834                          Shenandoah Junction       WV
## 13835                            Richfield Springs       NY
## 13836                                       Galena       IN
## 13837                                Aetna Estates       CO
## 13838                                       Salina       OK
## 13839                                  Eatons Neck       NY
## 13840                                     Atkinson       IL
## 13841                               Ten Mile Creek       MD
## 13842                                  Port Gibson       MS
## 13843                                         Byng       OK
## 13844                                        Perry       LA
## 13845                                    Marcellus       MI
## 13846                                  Susan Moore       AL
## 13847                                      Wheaton       MN
## 13848                                 Mount Hermon       CA
## 13849                                          Iva       SC
## 13850                                  St. Martins       MO
## 13851                                Green Village       NJ
## 13852                                   New Vienna       OH
## 13853                                    Winnebago       MN
## 13854                                  Bonnie Brae       IL
## 13855                                        Bylas       AZ
## 13856                                        Cacao       PR
## 13857                                         Hawi       HI
## 13858                                 Barbourmeade       KY
## 13859                                     Ridgeway       VA
## 13860                                       Lemmon       SD
## 13861                                       Joseph       OR
## 13862                                    Brookside       AL
## 13863                                     Markesan       WI
## 13864                                   Tower City       PA
## 13865                                     Herscher       IL
## 13866                                Black Hammock       FL
## 13867                                 Gnadenhutten       OH
## 13868                                       Milmay       NJ
## 13869                                         Mora       PR
## 13870                                       Harper       KS
## 13871                                    Andalusia       IL
## 13872                                  Bull Valley       IL
## 13873                               Harkers Island       NC
## 13874                                      Peabody       KS
## 13875                                  Warrensburg       IL
## 13876                                   Somerville       TX
## 13877                                     Moreland       ID
## 13878                                      Gillett       WI
## 13879                                     Valmeyer       IL
## 13880                                     Whitaker       PA
## 13881                                         Hays       NC
## 13882                                       Gretna       FL
## 13883                                       Kotlik       AK
## 13884                                   Simmesport       LA
## 13885                                       Newell       WV
## 13886                                 Dutch Island       GA
## 13887                                        Lyons       OR
## 13888                                     Powderly       TX
## 13889                                    Claysburg       PA
## 13890                                  Shawneetown       IL
## 13891                                  Russiaville       IN
## 13892                                      Wooster       AR
## 13893                                      Gridley       IL
## 13894                                      Kincaid       IL
## 13895                                       Midway       AR
## 13896                                     St. John       KS
## 13897                                       Archie       MO
## 13898                                       Mexico       IN
## 13899                              Redington Beach       FL
## 13900                                 East Spencer       NC
## 13901                                       Kamiah       ID
## 13902                                    Westfield       WI
## 13903                                       Canaan       CT
## 13904                                    Woodsboro       MD
## 13905                                  New Milford       IL
## 13906                                       Sophia       WV
## 13907                                  Centreville       MI
## 13908                                       Walnut       IL
## 13909                                      Cordova       NC
## 13910                                   Three Oaks       MI
## 13911                                    New Sarpy       LA
## 13912                                   Boyceville       WI
## 13913                                     Starbuck       MN
## 13914                                   Heidelberg       PA
## 13915                                      Machias       WA
## 13916                                      Caraway       AR
## 13917                                       Moroni       UT
## 13918                                     Buchanan       GA
## 13919                                      Simpson       PA
## 13920                                       Avilla       AR
## 13921                                      Augusta       KY
## 13922                                     Newville       PA
## 13923                            Cornwells Heights       PA
## 13924                                       Plains       KS
## 13925                                    King Cove       AK
## 13926                                       Ruston       WA
## 13927                                   Castlewood       VA
## 13928                                       Gerald       MO
## 13929                                      Mallory       WV
## 13930                                      Augusta       WI
## 13931                                West Mayfield       PA
## 13932                            Haverford College       PA
## 13933                                         Ivey       GA
## 13934                                     Rainelle       WV
## 13935                                       Dryden       MI
## 13936                                       Verona       KY
## 13937                                     Wartburg       TN
## 13938                                      Ardmore       TN
## 13939                                    Beaverton       MI
## 13940                                  San Antonio       FL
## 13941                      Cordry Sweetwater Lakes       IN
## 13942                                        Tatum       TX
## 13943                                 Factoryville       PA
## 13944                                  Maple Bluff       WI
## 13945                                       Beloit       OH
## 13946                                      Lindsay       TX
## 13947                                      Genesee       ID
## 13948                                       Enigma       GA
## 13949                                      Balfour       NC
## 13950                                      Curtice       OH
## 13951                                    Woodstock       AL
## 13952                                Lakewood Club       MI
## 13953                                      Roberta       GA
## 13954                                      Marvell       AR
## 13955                                    Fruitland       IA
## 13956                                      Loretto       PA
## 13957                                    Quinnesec       MI
## 13958                                    Rio Vista       TX
## 13959                                    Benavides       TX
## 13960                                     Toa Baja       PR
## 13961                                    Fruitport       MI
## 13962                                       Kaaawa       HI
## 13963                                      Colbert       OK
## 13964                                Lake Telemark       NJ
## 13965                                      Crocker       WA
## 13966                                    Kent City       MI
## 13967                                      Granger       TX
## 13968                                          Ama       LA
## 13969                             DeLand Southwest       FL
## 13970                                      Swifton       AR
## 13971                                    Mansfield       AR
## 13972                                       Ladoga       IN
## 13973                                        Cando       ND
## 13974                                Sutton-Alpine       AK
## 13975                                    Brookdale       CA
## 13976                                   Litchfield       MI
## 13977                                     Waukomis       OK
## 13978                                       Sharon       TN
## 13979                                     New Deal       TX
## 13980                                      Bethany       IL
## 13981                                Playa Fortuna       PR
## 13982                                 Shell Valley       ND
## 13983                                  Chocowinity       NC
## 13984                                     Edgerton       MN
## 13985                                   Washington       WV
## 13986                                     Eastport       ME
## 13987                               Bradford Woods       PA
## 13988                                       Bangor       WI
## 13989                                    Julesburg       CO
## 13990                                    Wurtsboro       NY
## 13991                                       Midway       FL
## 13992                                      McClure       PA
## 13993                                       Onarga       IL
## 13994                                       Mescal       AZ
## 13995                                      Hideout       UT
## 13996                                   Arthurdale       WV
## 13997                                      Newport       DE
## 13998                                     Ponderay       ID
## 13999                                      Houston       PA
## 14000                                     Prospect       OH
## 14001                                 North Apollo       PA
## 14002                                   Nottingham       PA
## 14003                                  Monroeville       IN
## 14004                                  Springville       VA
## 14005                                   Berryville       TX
## 14006                                      Goodman       MO
## 14007                               Beesleys Point       NJ
## 14008                                     Friedens       PA
## 14009                         Camanche North Shore       CA
## 14010                                   Cove Creek       NC
## 14011                                     Hagerman       ID
## 14012                                         Fuig       PR
## 14013                                      Clinton       OH
## 14014                                   Bedminster       NJ
## 14015                                  Marshallton       PA
## 14016                                        Salix       PA
## 14017                                  Five Points       NC
## 14018                                        Salem       SD
## 14019                                Johnstonville       CA
## 14020                                       Cayuga       IN
## 14021                                      Seville       FL
## 14022                                   Germantown       IL
## 14023                                    Glenville       WV
## 14024                                  Rocky Point       NC
## 14025                                      Mammoth       AZ
## 14026                              Kean University       NJ
## 14027                                Sterling City       TX
## 14028                                      Benítez       PR
## 14029                                       Marion       MT
## 14030                                    Mount Ida       AR
## 14031                                    Wolfhurst       OH
## 14032                                       Buhler       KS
## 14033                                      Cresson       TX
## 14034                                    Quinebaug       CT
## 14035                                        Lyles       TN
## 14036                                   Contoocook       NH
## 14037                                   Enterprise       WV
## 14038                                      Hamburg       IA
## 14039                                      Skagway       AK
## 14040                               Lenape Heights       PA
## 14041                                  Centerfield       UT
## 14042                                       Spicer       MN
## 14043                                  Farmersburg       IN
## 14044                                   Cottonwood       ID
## 14045                                Dodson Branch       TN
## 14046                                     Cressona       PA
## 14047                                  New Madison       OH
## 14048                                      Fayette       OH
## 14049                                      Mission       SD
## 14050                                      Ashland       IL
## 14051                             Nazareth College       NY
## 14052                                  New Waverly       TX
## 14053                                       Boston       GA
## 14054                                      Wakeman       OH
## 14055                                       Mesita       NM
## 14056                                     Chatmoss       VA
## 14057                                      Fairfax       OK
## 14058                                    Saxapahaw       NC
## 14059                                      Heppner       OR
## 14060                                         Diaz       AR
## 14061                                    Pierceton       IN
## 14062                                    Southmont       NC
## 14063                               Tellico Plains       TN
## 14064                                       Newark       IL
## 14065                                   Dollar Bay       MI
## 14066                                     Royalton       MN
## 14067                               Melcher-Dallas       IA
## 14068                                    La Huerta       NM
## 14069                                        Blair       WI
## 14070                                       Martin       SD
## 14071                                    Grandview       OK
## 14072                                   Ranchester       WY
## 14073                                          Tye       TX
## 14074                                        Twisp       WA
## 14075                                        Snead       AL
## 14076                                  Greenfields       PA
## 14077                                Point Roberts       WA
## 14078                                      Richton       MS
## 14079                                 New Brockton       AL
## 14080                                      Tyndall       SD
## 14081                                Strodes Mills       PA
## 14082                              Yosemite Valley       CA
## 14083                                        Faxon       PA
## 14084                                         Iola       WI
## 14085                                      Airport       CA
## 14086                                       Killen       AL
## 14087                                      Calumet       PA
## 14088                                       Ansted       WV
## 14089                                  Biglerville       PA
## 14090                                      Gamerco       NM
## 14091                                  Frazeysburg       OH
## 14092                         Saybrook-on-the-Lake       OH
## 14093                                      Grabill       IN
## 14094                                     Big Rock       IL
## 14095                                      Hagaman       NY
## 14096                                   Pine Lakes       FL
## 14097                             Plattsburgh West       NY
## 14098                                     Bruceton       TN
## 14099                                      Honaker       VA
## 14100                                      Goodhue       MN
## 14101                                  Edwardsburg       MI
## 14102                               Lake Winnebago       MO
## 14103                                  Maria Stein       OH
## 14104                                    Lake Park       IA
## 14105                                   Greenville       FL
## 14106                                      Buffalo       OK
## 14107                               New York Mills       MN
## 14108                              Central Aguirre       PR
## 14109                                Grizzly Flats       CA
## 14110                              West Kittanning       PA
## 14111                                        Plano       KY
## 14112                                      Holgate       OH
## 14113                                       Onsted       MI
## 14114                               Orange Blossom       CA
## 14115                                East Vineland       NJ
## 14116                             Woodland Heights       PA
## 14117                                      Calvert       TX
## 14118                                   Prosperity       SC
## 14119                                    Sand Lake       MI
## 14120                                       Harper       TX
## 14121                                       Andale       KS
## 14122                                 Rush Springs       OK
## 14123                                      Newport       OH
## 14124                                West Crossett       AR
## 14125                                       Tunica       MS
## 14126                                   Coto Norte       PR
## 14127                                       Atglen       PA
## 14128                                      Elkhorn       CA
## 14129                                        Obion       TN
## 14130                                      Wallace       LA
## 14131                                       Vaughn       WA
## 14132                                 Passapatanzy       VA
## 14133                                     Muenster       TX
## 14134                                       Donald       OR
## 14135                                  White Cloud       MI
## 14136                                       Daniel       UT
## 14137                                      Nahunta       GA
## 14138                             Sullivan Gardens       TN
## 14139                                        Wayne       WV
## 14140                        Bonner-West Riverside       MT
## 14141                                  Lake Linden       MI
## 14142                             Redstone Arsenal       AL
## 14143                                  Ogden Dunes       IN
## 14144                              Parkers Prairie       MN
## 14145                                      Clinton       KY
## 14146                                      Thermal       CA
## 14147                                  St. Georges       DE
## 14148                                 Glenns Ferry       ID
## 14149                                 Central City       IA
## 14150                                      Henning       TN
## 14151                                   Rutherford       TN
## 14152                                   Stottville       NY
## 14153                                     St. Anne       IL
## 14154                                    Stanberry       MO
## 14155                                         Clio       AL
## 14156                                    Yellville       AR
## 14157                                     Kootenai       ID
## 14158                                Osceola Mills       PA
## 14159                                         Dike       IA
## 14160                                     Lakeview       OH
## 14161                                      Langley       WA
## 14162                                        Riley       KS
## 14163                                     Thompson       ND
## 14164                                       Pender       NE
## 14165                                      Muscoda       WI
## 14166                                      Osceola       MO
## 14167                                    Stanaford       WV
## 14168                                   Alum Creek       WV
## 14169                                Susitna North       AK
## 14170                                   Pilot Rock       OR
## 14171                                       Morton       WA
## 14172                                   New London       MN
## 14173                                    Miamitown       OH
## 14174                                        Rolla       ND
## 14175                              Granville South       OH
## 14176                                 Western Lake       TX
## 14177                                  Magnet Cove       AR
## 14178                                     Fairland       OK
## 14179                                    Brilliant       OH
## 14180                                 Point Marion       PA
## 14181                                      Laverne       OK
## 14182                                  Humansville       MO
## 14183                                         Luck       WI
## 14184                                        Dooms       VA
## 14185                                     Keewatin       MN
## 14186                                 Elkhart Lake       WI
## 14187                                    Clay City       IN
## 14188                                     Winfield       TN
## 14189                      Sacred Heart University       CT
## 14190                                  Berry Creek       CA
## 14191                              Cypress Landing       NC
## 14192                                      Livonia       LA
## 14193                                      Coleman       MI
## 14194                                  Pierce City       MO
## 14195                                   Sand Ridge       NY
## 14196                                   New London       TX
## 14197                                        Keaau       HI
## 14198                                       Atwood       KS
## 14199                                      Wayland       IA
## 14200                                   Greenville       GA
## 14201                                   Brown City       MI
## 14202                                   Petersburg       MI
## 14203                                       Marine       IL
## 14204                                   Northlakes       NC
## 14205                                     Highland       AR
## 14206                                     Six Mile       SC
## 14207                                       Toledo       IL
## 14208                                       Clymer       PA
## 14209                                    Dunnavant       AL
## 14210                                 Green Valley       SD
## 14211                                         Ruch       OR
## 14212                              Arrowhead Beach       NC
## 14213                                  Lightstreet       PA
## 14214                                      Ipswich       SD
## 14215                             Brewster Heights       NY
## 14216                                     Divernon       IL
## 14217                                      Bernice       LA
## 14218                                         Eton       GA
## 14219                                Jekyll Island       GA
## 14220                                       Plains       TX
## 14221                              Kenwood Estates       FL
## 14222                                   Northfield       KY
## 14223                                     Frederic       WI
## 14224                                      Bolinas       CA
## 14225                                       Renova       MS
## 14226                                     Millport       AL
## 14227                                       Nevada       TX
## 14228                                       Jagual       PR
## 14229                                 Swede Heaven       WA
## 14230                                       Campti       LA
## 14231                                Junction City       CA
## 14232                             Westfield Center       OH
## 14233                                       Dunlap       IA
## 14234                                   St. George       KS
## 14235                                  Salineville       OH
## 14236                                 Oyster Creek       TX
## 14237                                       Platte       SD
## 14238                                   Assumption       IL
## 14239                                       Solana       FL
## 14240                                   Summer Set       MO
## 14241                                     Edinburg       IL
## 14242                                       Oglala       SD
## 14243                             North Bonneville       WA
## 14244                                    Matamoras       OH
## 14245                                       Hawley       PA
## 14246                                 Beaver Creek       TX
## 14247                                       Bagley       MN
## 14248                                    Fairmount       GA
## 14249                                        Duque       PR
## 14250                                      Killian       LA
## 14251                                        Drain       OR
## 14252                                    Wanamingo       MN
## 14253                                    Newellton       LA
## 14254                                   Stoneville       NC
## 14255                                          Man       WV
## 14256                                 César Chávez       TX
## 14257                                  Scotts Hill       TN
## 14258                                Moyie Springs       ID
## 14259                                    Princeton       MO
## 14260                                    Brilliant       AL
## 14261                                 Valley Falls       KS
## 14262                                     Iyanbito       NM
## 14263                                 Elkhorn City       KY
## 14264                              Sulphur Springs       AR
## 14265                                       Coloma       MI
## 14266                                       Truman       MN
## 14267                               Mammoth Spring       AR
## 14268                                        Faith       NC
## 14269                                       Apache       OK
## 14270                                    Goodwater       AL
## 14271                                        Beggs       OK
## 14272                                     Republic       PA
## 14273                                  Carnesville       GA
## 14274                                     Gilcrest       CO
## 14275                                    Gold Hill       OR
## 14276                                        Rotan       TX
## 14277                               Sterling Ranch       CO
## 14278                                   Kellyville       OK
## 14279                                   Wellsville       MO
## 14280                                 Chelsea Cove       NY
## 14281                                 Johnsonville       SC
## 14282                                        Galva       KS
## 14283                                     Mapleton       ND
## 14284                                      Wanatah       IN
## 14285                                       Somers       MT
## 14286                                Claypool Hill       VA
## 14287                                      Meggett       SC
## 14288                                       Mancos       CO
## 14289                                 Reeds Spring       MO
## 14290                                Point Lookout       NY
## 14291                                      Evadale       TX
## 14292                                        Bally       PA
## 14293                                  Fort Totten       ND
## 14294                                       Energy       IL
## 14295                                        Limon       CO
## 14296                               Porter Heights       TX
## 14297                                   Blue Ridge       GA
## 14298                                      Midtown       TN
## 14299                                   Chesapeake       OH
## 14300                                   Boise City       OK
## 14301                            Quebrada del Agua       PR
## 14302                                       Bennet       NE
## 14303                                Taylors Falls       MN
## 14304                                     Von Ormy       TX
## 14305                                    Bellerose       NY
## 14306                                       Geneva       IN
## 14307                                    Marbleton       WY
## 14308                                      Hilltop       MN
## 14309                                    Salamatof       AK
## 14310                                        Miles       TX
## 14311                                   Sand Point       AK
## 14312                                      Stearns       KY
## 14313                                       Alvord       TX
## 14314                                         Alto       TX
## 14315                                       Berlin       OH
## 14316                                    Kaanapali       HI
## 14317                                   Louisville       IL
## 14318                                       Warren       IN
## 14319                                     Chebanse       IL
## 14320                                    Princeton       WI
## 14321                                   Niverville       NY
## 14322                                    Roscommon       MI
## 14323                                      Cashton       WI
## 14324                       Shelter Island Heights       NY
## 14325                                   Millington       MI
## 14326                                        Canon       GA
## 14327                                     Wendover       UT
## 14328                                 Williamsburg       PA
## 14329                                         Stem       NC
## 14330                                     Ohatchee       AL
## 14331                                   Cottonwood       MN
## 14332                                   Dovesville       SC
## 14333                                   Mahinahina       HI
## 14334                Shorewood-Tower Hills-Harbert       MI
## 14335                                   Lonaconing       MD
## 14336                                   Mound City       MO
## 14337                                   New Sharon       IA
## 14338                                        Sloan       IA
## 14339                               West Middlesex       PA
## 14340                                  Cedar Bluff       VA
## 14341                                    Mineville       NY
## 14342                                       Ashton       ID
## 14343                                       Konawa       OK
## 14344                                 Madisonville       LA
## 14345                                      Bayboro       NC
## 14346                                     Oakfield       WI
## 14347                                      Gloster       MS
## 14348                                  Branchville       SC
## 14349                                       Pioche       NV
## 14350                                       Fowler       CO
## 14351                                      Chapman       KS
## 14352                                      Bristol       FL
## 14353                                        Tyler       MN
## 14354                                  North Utica       IL
## 14355                            Clear Lake Shores       TX
## 14356                                     Woodward       IA
## 14357                         Los Héroes Comunidad       PR
## 14358                                 Orange Grove       TX
## 14359                                       Friend       NE
## 14360                                       Plains       MT
## 14361                                     Republic       WA
## 14362                                     Oriskany       NY
## 14363                                     Chalfant       CA
## 14364                                   Cottonwood       AL
## 14365                                        Latta       OK
## 14366                                      Waymart       PA
## 14367                                    Cañoncito       NM
## 14368                                         Lynn       IN
## 14369                                 Cottageville       SC
## 14370                                   Juno Ridge       FL
## 14371                                        Alamo       NV
## 14372                            Discovery Harbour       HI
## 14373                                       Greene       IA
## 14374                                   Millbourne       PA
## 14375                               Saybrook Manor       CT
## 14376                                   Merryville       LA
## 14377                                 Puget Island       WA
## 14378                                        Bouse       AZ
## 14379                                   Keuka Park       NY
## 14380                                     Villisca       IA
## 14381                                        Clark       SD
## 14382                                     Goodwell       OK
## 14383                                   Bevil Oaks       TX
## 14384                                    Sunflower       MS
## 14385                                   Dunes City       OR
## 14386                                        Hydro       OK
## 14387                                     Woodbine       GA
## 14388                                      Newhall       IA
## 14389                                         Hays       MT
## 14390                                     Washburn       IL
## 14391                                     Richland       GA
## 14392                                        Leupp       AZ
## 14393                                        Neffs       OH
## 14394                        North Redington Beach       FL
## 14395                                      Ansonia       OH
## 14396                                       Dasher       GA
## 14397                                       Boling       TX
## 14398                                     Buchanan       VA
## 14399                                       Edison       GA
## 14400                                      Fabrica       TX
## 14401                                       Dillon       CO
## 14402                                 Independence       VA
## 14403                                         Reno       OH
## 14404                                    Luna Pier       MI
## 14405                                       Frazee       MN
## 14406                                       Toluca       IL
## 14407                                 Young Harris       GA
## 14408                                         Gray       TN
## 14409                                     Crenshaw       MS
## 14410                         North Grosvenor Dale       CT
## 14411                                       Hector       MN
## 14412                                   Littlerock       CA
## 14413                                     Nashwauk       MN
## 14414                                       Felton       DE
## 14415                        Parcelas La Milagrosa       PR
## 14416                                      Almedia       PA
## 14417                                  Indian Lake       TX
## 14418                                      Belwood       NC
## 14419                                   San Felipe       TX
## 14420                                 Walnut Grove       CA
## 14421                                        Colon       MI
## 14422                                     Geronimo       OK
## 14423                                  Saddle Rock       NY
## 14424                                     Rosedale       LA
## 14425                                    Mill Neck       NY
## 14426                                       Athens       WV
## 14427                                     Glandorf       OH
## 14428                                        Viola       IL
## 14429                                    Middlesex       NC
## 14430                                     Elliston       VA
## 14431                                      Milford       NJ
## 14432                                       Shafer       MN
## 14433                                        Edina       MO
## 14434                                      Crivitz       WI
## 14435                                      Hanover       OH
## 14436                                   Yeagertown       PA
## 14437                                Sleepy Hollow       WY
## 14438                                Roan Mountain       TN
## 14439                                 Sabana Eneas       PR
## 14440                                        Boley       OK
## 14441                                    Elk Mound       WI
## 14442                                      Chualar       CA
## 14443                                     Columbus       NC
## 14444                                   Bodega Bay       CA
## 14445                                  Stanleytown       VA
## 14446                               Rafter J Ranch       WY
## 14447                                      Fayette       IA
## 14448                                     Plymouth       CA
## 14449                                      Haskins       OH
## 14450                                        Onset       MA
## 14451                                       Dunbar       SC
## 14452                                       Sperry       OK
## 14453                                   Santa Anna       TX
## 14454                                    Leetsdale       PA
## 14455                                      Wiggins       CO
## 14456                                 Duncansville       PA
## 14457                                    Fellsburg       PA
## 14458                                   Third Lake       IL
## 14459                                        Cairo       NE
## 14460                                      Marueño       PR
## 14461                                  West Pelzer       SC
## 14462                                      Atwater       MN
## 14463                           Southwest Sandhill       TX
## 14464                                       Dayton       IN
## 14465                                     Daisetta       TX
## 14466                                        Redby       MN
## 14467                               Lincoln Center       KS
## 14468                                 Cape Charles       VA
## 14469                                     St. Paul       VA
## 14470                                       Pisgah       AL
## 14471                                       Juncal       PR
## 14472                                      Garland       NC
## 14473                                Indian Shores       FL
## 14474                                     Nashotah       WI
## 14475                         Lake St. Croix Beach       MN
## 14476                             West Brownsville       PA
## 14477                                         Egan       LA
## 14478                                      Timpson       TX
## 14479                                       Cobden       IL
## 14480                                       Candor       NC
## 14481                                      Botkins       OH
## 14482                                      Necedah       WI
## 14483                                    Muldraugh       KY
## 14484                                       Luckey       OH
## 14485                            Moose Wilson Road       WY
## 14486                              Mineral Springs       AR
## 14487                                      Jackpot       NV
## 14488                                      Poquott       NY
## 14489                                      Bradner       OH
## 14490                                       Rapids       NY
## 14491                                   Morristown       IN
## 14492                                       Lubeck       WV
## 14493                                     Mitchell       IL
## 14494                                   Elbow Lake       MN
## 14495                                West Van Lear       KY
## 14496                                  Lowellville       OH
## 14497                                      Malvern       IA
## 14498                                       Lamont       MI
## 14499                                   Cloverport       KY
## 14500                                     Fredonia       AZ
## 14501                               Fountain Green       UT
## 14502                                      De Smet       SD
## 14503                                Las Palmas II       TX
## 14504                                   Lake Shore       UT
## 14505                                       Pigeon       MI
## 14506                                       Adrian       MN
## 14507                                   Woods Hole       MA
## 14508                                   Bryn Athyn       PA
## 14509                               Jeffersonville       OH
## 14510                                       Atwood       TN
## 14511                                    Creighton       NE
## 14512                                  Keedysville       MD
## 14513                                Appleton City       MO
## 14514                                      Lawtell       LA
## 14515                                   Occidental       CA
## 14516                                  Laurel Hill       NC
## 14517                                Marshallville       GA
## 14518                                 Central City       IL
## 14519                            Logan Elm Village       OH
## 14520                                     Oklahoma       PA
## 14521                                    Goreville       IL
## 14522                                         Maud       TX
## 14523                                   Urbancrest       OH
## 14524                                   St. Ansgar       IA
## 14525                                  Penn Valley       CA
## 14526                                        Homer       IL
## 14527                                   Morgantown       MS
## 14528                                     Garrison       TX
## 14529                        White Sulphur Springs       MT
## 14530                                  Church Hill       MD
## 14531                                 Richlandtown       PA
## 14532                                    Oak Grove       AL
## 14533                                Talahi Island       GA
## 14534                                    Grandview       OH
## 14535                                   Seis Lagos       TX
## 14536                                 Williamstown       PA
## 14537                                      Foreman       AR
## 14538                                   Waynesburg       OH
## 14539                                 Grand Coulee       WA
## 14540                               Lake Secession       SC
## 14541                                     Castalia       OH
## 14542                                       Olcott       NY
## 14543                                      Allison       IA
## 14544                                     Pineland       TX
## 14545                                  Tahoe Vista       CA
## 14546                                        Velva       ND
## 14547                                   Monticello       WI
## 14548                                      Woodway       WA
## 14549                                       Mendon       IL
## 14550                                     Bradford       TN
## 14551                                       Espino       PR
## 14552                                     Mahnomen       MN
## 14553                               West Kennebunk       ME
## 14554                                  Morningside       MD
## 14555                                   Coats Bend       AL
## 14556                                         Vega       TX
## 14557                                         Rice       TX
## 14558                                      Adelino       NM
## 14559                                   Hydesville       CA
## 14560                                    Ellerslie       GA
## 14561                                 Fort Calhoun       NE
## 14562                                      Swisher       IA
## 14563                                       Lyndon       KS
## 14564                                      Hemlock       MI
## 14565                                 Magas Arriba       PR
## 14566                                  East Bangor       PA
## 14567                                       Marion       PA
## 14568                                      Cornish       ME
## 14569                                   Darrington       WA
## 14570                                     Glenwood       GA
## 14571                                  Rose Valley       PA
## 14572                                      Paducah       TX
## 14573                                       Wenona       IL
## 14574                                    Hettinger       ND
## 14575                                    Conehatta       MS
## 14576                                       Auburn       KS
## 14577                                   Innovation       VA
## 14578                                      Paisley       FL
## 14579                                      Scanlon       MN
## 14580                                    Bellemont       AZ
## 14581                              Potomac Heights       MD
## 14582                                    Big River       CA
## 14583                               New Cumberland       WV
## 14584                                    Stratford       CA
## 14585                                     Magnolia       OH
## 14586                                    Baileyton       AL
## 14587                           Country Club Hills       MO
## 14588                                 Wolcottville       IN
## 14589                                      Woodall       OK
## 14590                                      Fremont       NC
## 14591                     Squirrel Mountain Valley       CA
## 14592                                      Chetopa       KS
## 14593                                North Hornell       NY
## 14594                                         Yale       OK
## 14595                                     Huntland       TN
## 14596                                     Occoquan       VA
## 14597                           Rutherford College       NC
## 14598                                    Vanceboro       NC
## 14599                                       Grundy       VA
## 14600                                      Harvard       NE
## 14601                                  Colony Park       PA
## 14602                                   Bear Rocks       PA
## 14603                                      Orlinda       TN
## 14604                                    Cleveland       NC
## 14605                                  Five Points       FL
## 14606                                Diablo Grande       CA
## 14607                                        Strum       WI
## 14608                                 Stevensville       MI
## 14609                                       Bronte       TX
## 14610                                        Elgin       MN
## 14611                                       Conrad       IA
## 14612                                       Athens       MI
## 14613                                     Hillburn       NY
## 14614                                    West Park       CA
## 14615                                      Shandon       CA
## 14616                   Wallenpaupack Lake Estates       PA
## 14617                                  Norman Park       GA
## 14618                           Niagara University       NY
## 14619                                      Bromley       KY
## 14620                                       Hebron       MD
## 14621                                     Harleigh       PA
## 14622                                    Trafalgar       IN
## 14623                                   Morgandale       OH
## 14624                                   Fair Haven       NY
## 14625                                        Egypt       AL
## 14626                                     Fletcher       OK
## 14627                                Ransom Canyon       TX
## 14628                                      Maxwell       CA
## 14629                                       Butler       OH
## 14630                                 Buttonwillow       CA
## 14631                                       Marcus       IA
## 14632                                 Foster Brook       PA
## 14633                                Lakewood Park       TN
## 14634                                 Silver Ridge       NJ
## 14635                                       Briggs       OK
## 14636                                   Collinwood       TN
## 14637                                        Wells       NV
## 14638                                     Orocovis       PR
## 14639                                       Minier       IL
## 14640                                     Rutledge       GA
## 14641                                        Mayer       AZ
## 14642                                    Edmundson       MO
## 14643                                   Blue Ridge       TX
## 14644                                       Oreana       IL
## 14645                                    Highlands       NC
## 14646                                        Genoa       AR
## 14647                                       George       IA
## 14648                                 Bloomingburg       OH
## 14649                                     St. Leon       IN
## 14650                                 Rock Springs       NM
## 14651                                     Willards       MD
## 14652                                        Logan       NM
## 14653                                   Pasatiempo       CA
## 14654                                    March ARB       CA
## 14655                             Chevy Chase View       MD
## 14656                                      Douglas       MI
## 14657                                Milledgeville       IL
## 14658                                     Royalton       IL
## 14659                                        Craig       AK
## 14660                                    Lynnville       IN
## 14661                                   Long Beach       IN
## 14662                                  Shady Point       OK
## 14663                                        Point       TX
## 14664                                      Cascade       ID
## 14665                                    Eddyville       IA
## 14666                                   Greensburg       LA
## 14667                                   Carrollton       AL
## 14668                                      Garrett       TX
## 14669                                         Dale       PA
## 14670                                  Sam Rayburn       TX
## 14671                                        Runge       TX
## 14672                                       Newark       TX
## 14673                                     Ray City       GA
## 14674                                     Columbus       NM
## 14675                                 Cactus Flats       AZ
## 14676                                    Lovington       IL
## 14677                                      Amherst       TX
## 14678                                  Laupahoehoe       HI
## 14679                                       Trappe       MD
## 14680                                   Gainesboro       TN
## 14681                                      Mansura       LA
## 14682                                   Georgetown       CO
## 14683                               Poncha Springs       CO
## 14684                                     Mayville       MI
## 14685                                    Lexington       MI
## 14686                                        Akron       IN
## 14687                                 Friars Point       MS
## 14688                               Alexandria Bay       NY
## 14689                                      Andrews       IN
## 14690                                Highlandville       MO
## 14691                                     Hastings       PA
## 14692                                    Clay City       KY
## 14693                              North Haverhill       NH
## 14694                                      Britton       SD
## 14695                                  Wagon Wheel       AZ
## 14696                             West Yellowstone       MT
## 14697                                      Lincoln       MT
## 14698                              Playita Cortada       PR
## 14699                                   Clear Lake       WA
## 14700                                  Collinsburg       PA
## 14701                                    Harlowton       MT
## 14702                                 Wetherington       OH
## 14703                                  Earlysville       VA
## 14704                                 Sparrow Bush       NY
## 14705                                Marion Center       MA
## 14706                                        Verdi       NV
## 14707                                  Island City       OR
## 14708                                 Crowley Lake       CA
## 14709                                   Russellton       PA
## 14710                                    Lone Tree       IA
## 14711                                      Hargill       TX
## 14712                                        Caddo       OK
## 14713                                     Florence       TX
## 14714                                      Tignall       GA
## 14715                                         Clay       CA
## 14716                                       Wilson       AR
## 14717                                 Phillipsburg       GA
## 14718                                       Moodys       OK
## 14719                                      Morocco       IN
## 14720                                         Hart       TX
## 14721                                    Rosendale       WI
## 14722                                   Robert Lee       TX
## 14723                                 Madison Lake       MN
## 14724                                   Rimersburg       PA
## 14725                                  Bowmanstown       PA
## 14726                                   Haliimaile       HI
## 14727                                      Toppers       OK
## 14728                                  Blue Rapids       KS
## 14729                                     Marianne       PA
## 14730                                       Rupert       WV
## 14731                              Darien Downtown       CT
## 14732                                        Wamac       IL
## 14733                                     Centuria       WI
## 14734                                     Thatcher       UT
## 14735                                   Batesville       TX
## 14736                                       Pelion       SC
## 14737                                    Rossville       KS
## 14738                                    Thorntown       IN
## 14739                                       Atkins       VA
## 14740                                 Cottage City       MD
## 14741                                      Despard       WV
## 14742                                    Arlington       GA
## 14743                                    Carrizozo       NM
## 14744                                        Start       LA
## 14745                                Golden Shores       AZ
## 14746                                    Frankford       DE
## 14747                                         Clay       KY
## 14748                               Harbor Springs       MI
## 14749                                      Menahga       MN
## 14750                                     Dagsboro       DE
## 14751                                Fremont Hills       MO
## 14752                                       Gordon       PA
## 14753                                Whitney Point       NY
## 14754                                         Vass       NC
## 14755                           Rio Rancho Estates       NM
## 14756                                       Renovo       PA
## 14757                                     Sandoval       IL
## 14758                               Lake Riverside       CA
## 14759                               Riverdale Park       CA
## 14760                                       Lawtey       FL
## 14761                                      Preston       IA
## 14762                                       Hiller       PA
## 14763                                    Thornport       OH
## 14764                                      Orleans       VT
## 14765                                     Clermont       GA
## 14766                                     Kekoskee       WI
## 14767                                       Atwood       IL
## 14768                                 Mount Gilead       NC
## 14769                                     Ore City       TX
## 14770                                        Dixon       KY
## 14771                                      Rowland       NC
## 14772                                     La Croft       OH
## 14773                                      Minturn       CO
## 14774                                       Marion       TX
## 14775                                Port O'Connor       TX
## 14776                                       Rankin       TX
## 14777                                     La Monte       MO
## 14778                                     Highland       KS
## 14779                                        Mason       TN
## 14780                                   Whitewater       CA
## 14781                                         Ames       TX
## 14782                                      Gilbert       IA
## 14783                                  Center Hill       FL
## 14784                                    Catahoula       LA
## 14785                                   Twin Lakes       NM
## 14786                                    Notasulga       AL
## 14787                                    Rossville       TN
## 14788                                   Clear Lake       WI
## 14789                                     Dunnigan       CA
## 14790                                     Griswold       IA
## 14791                                   Union Hall       VA
## 14792                                  Shell Ridge       CA
## 14793                                 Bonnetsville       NC
## 14794                                    Inglenook       CT
## 14795                                   Martindale       TX
## 14796                                         Palo       IA
## 14797                               Buffalo Center       IA
## 14798                                      Lambert       MS
## 14799                                 Mountainhome       PA
## 14800                                       Hebron       PA
## 14801                                     Neah Bay       WA
## 14802                                    Woodville       MS
## 14803                                 Kissee Mills       MO
## 14804                                     Due West       SC
## 14805                                   Reedsville       WI
## 14806                                      Culebra       PR
## 14807                                    Aspermont       TX
## 14808                                    Sea Ranch       CA
## 14809                                      Matheny       CA
## 14810                                          Wye       MT
## 14811                                        Sudan       TX
## 14812                                      Oakland       OK
## 14813                                      Skyline       AL
## 14814                                       Elwood       KS
## 14815                                     McMillin       WA
## 14816                                       McLean       TX
## 14817                                       Colfax       IL
## 14818                                       Crosby       ND
## 14819                                 Carrizo Hill       TX
## 14820                                   Glen Ellen       CA
## 14821                               Mi-Wuk Village       CA
## 14822                                        Anton       TX
## 14823                                       Mantua       UT
## 14824                                      Glasgow       MO
## 14825                                      Natalia       TX
## 14826                                      Gosport       IN
## 14827                                     Altamont       KS
## 14828                                South Waverly       PA
## 14829                                  Beach Haven       NJ
## 14830                                        Lamar       SC
## 14831                                   Seven Mile       AZ
## 14832                          New Hartford Center       CT
## 14833                                      Glencoe       FL
## 14834                                    Fincastle       TN
## 14835                                      Coosada       AL
## 14836                                      Dauphin       PA
## 14837                               Acalanes Ridge       CA
## 14838                               Pasadena Hills       MO
## 14839                                    El Macero       CA
## 14840                                   Earlington       KY
## 14841                                        Morse       LA
## 14842                                     Clarkton       MO
## 14843                                       Penryn       CA
## 14844                             Lockport Heights       IL
## 14845                                     Pamplico       SC
## 14846                                 Blowing Rock       NC
## 14847                                  Orangeville       UT
## 14848                                  Tuntutuliak       AK
## 14849                                    Rossville       IL
## 14850                                       Asotin       WA
## 14851                                       Riddle       OR
## 14852                                      Clinton       PA
## 14853                                    Brunswick       NC
## 14854                                      Norlina       NC
## 14855                                     Clarence       IA
## 14856                                      Broxton       GA
## 14857                                   West Point       KY
## 14858                                  Moreauville       LA
## 14859                                       Stiles       PA
## 14860                                       Animas       PR
## 14861                                        Muniz       TX
## 14862                                    Mooreland       OK
## 14863                                  Spring City       UT
## 14864                                     Lakeview       MI
## 14865                                      Hildale       UT
## 14866                               Hebron Estates       KY
## 14867                                 Browns Point       WA
## 14868                                    Bass Lake       IN
## 14869                                        Coker       AL
## 14870                               Agency Village       SD
## 14871                                     Tresckow       PA
## 14872                                    West Wood       UT
## 14873                                    Ellendale       ND
## 14874                                    Riverside       IA
## 14875                                 Mount Vernon       MD
## 14876                                     Ninnekah       OK
## 14877                                     Bayshore       OR
## 14878                                      Hilbert       WI
## 14879                                   East Brady       PA
## 14880                                      Ivyland       PA
## 14881                              South Fallsburg       NY
## 14882                                       Dubach       LA
## 14883                                   Saegertown       PA
## 14884                                  La Parguera       PR
## 14885                                 New Franklin       MO
## 14886                                     Alderson       WV
## 14887                                       Archer       FL
## 14888                                    Park City       MT
## 14889                                     Alakanuk       AK
## 14890                                         Elmo       TX
## 14891                                      Burwell       NE
## 14892                                     Pembroke       VA
## 14893                               Fredericksburg       IA
## 14894                                   Seco Mines       TX
## 14895                                    Brookneal       VA
## 14896                                         Knox       PA
## 14897                                 Lake Camelot       WI
## 14898                                  Millersport       OH
## 14899                                      McLouth       KS
## 14900                                     Claypool       AZ
## 14901                                     Teviston       CA
## 14902                                      Wallace       ID
## 14903                                      Punaluu       HI
## 14904                                       Wickes       AR
## 14905                                 Apple Valley       UT
## 14906                      Las Quintas Fronterizas       TX
## 14907                                         Keys       OK
## 14908                                       Louise       TX
## 14909                                      Cambria       IL
## 14910                                  Parker City       IN
## 14911                                    La Conner       WA
## 14912                                   Montgomery       IN
## 14913                               McConnellsburg       PA
## 14914                                      Edwards       MS
## 14915                                Pleasant Hill       TX
## 14916                                     Magnolia       NC
## 14917                                New Knoxville       OH
## 14918                                   Janesville       IA
## 14919                                       Scobey       MT
## 14920                                      Ellport       PA
## 14921                                Port Republic       NJ
## 14922                                  Indian Lake       MO
## 14923                                  Las Ochenta       PR
## 14924                                      Danvers       IL
## 14925                                       Luxora       AR
## 14926                                      Solomon       KS
## 14927                                   Poseyville       IN
## 14928                                        Percy       IL
## 14929                                     Maypearl       TX
## 14930                                        Macon       IL
## 14931                                   Washington       KS
## 14932                                   River Road       WA
## 14933                                       Marion       WI
## 14934                                   North Enid       OK
## 14935                                       Pomona       KS
## 14936                                       Speers       PA
## 14937                                  Cattaraugus       NY
## 14938                              South Henderson       NC
## 14939                                     Franklin       GA
## 14940                                   North Bend       OH
## 14941                                      Clayton       IN
## 14942                                Weeping Water       NE
## 14943                                         Dane       WI
## 14944                                       Topeka       IN
## 14945                                      Sprague       WV
## 14946                                 Maywood Park       OR
## 14947                                      Mentone       IN
## 14948                                Adair Village       OR
## 14949                                    Van Vleck       TX
## 14950                                     Victoria       KS
## 14951                                  White Haven       PA
## 14952                                McCullom Lake       IL
## 14953                                      Gueydan       LA
## 14954                                      Kraemer       LA
## 14955                                       Roland       AR
## 14956                                      English       IN
## 14957                                        Minor       AL
## 14958                                    Lewisburg       KY
## 14959                                      Mathews       VA
## 14960                                  Embreeville       TN
## 14961                                North Randall       OH
## 14962                                       Gorman       NC
## 14963                                      Kirklin       IN
## 14964                                      Panacea       FL
## 14965                                  Summitville       IN
## 14966                                South Corning       NY
## 14967                               Baxter Estates       NY
## 14968                                     Flagtown       NJ
## 14969                                      Memphis       MI
## 14970                                       Gerber       CA
## 14971                                     Avonmore       PA
## 14972                                Villa Hugo II       PR
## 14973                                   Carpendale       WV
## 14974                                   Leadington       MO
## 14975                                       Tyrone       OK
## 14976                                     Lockwood       MO
## 14977                                        Utica       NE
## 14978                                   Hustisford       WI
## 14979                                 Amador Pines       CA
## 14980                                        Omaha       TX
## 14981                                   Whitewater       KS
## 14982                                    Sheffield       IA
## 14983                                     Goodland       IN
## 14984                                   Coldspring       TX
## 14985                                       Brushy       OK
## 14986                            Palm Beach Shores       FL
## 14987                                      Windsor       IL
## 14988                                    Rushville       NE
## 14989                              Fairfield Beach       OH
## 14990                                        Tioga       TX
## 14991                                    Nemacolin       PA
## 14992                                       Lowell       OR
## 14993                                       Bogata       TX
## 14994                                      Tornado       WV
## 14995                                      Bassett       VA
## 14996                           Martin's Additions       MD
## 14997                                Bonneau Beach       SC
## 14998                                     Yoncalla       OR
## 14999                                    Boonville       CA
## 15000                                       Burgin       KY
## 15001                              Fanning Springs       FL
## 15002                              Ak-Chin Village       AZ
## 15003                                    Footville       WI
## 15004                                 Indian Hills       NM
## 15005                                 White Plains       NC
## 15006                                   Farmington       PA
## 15007                                    Las Ollas       PR
## 15008                                       Puxico       MO
## 15009                                   Terre Hill       PA
## 15010                                       Seaman       OH
## 15011                                    Copperton       UT
## 15012                                       Attica       MI
## 15013                                   Lake Shore       MN
## 15014                                     Kingston       NJ
## 15015                                    Riceville       TN
## 15016                                      Califon       NJ
## 15017                                  Meadow Vale       KY
## 15018                                       Herald       CA
## 15019                                  Carson City       MI
## 15020                                    San Pablo       NM
## 15021                                  Curtisville       PA
## 15022                                  Carbonville       UT
## 15023                                      Ricardo       TX
## 15024                                       Sidney       IL
## 15025                                 McLeansville       NC
## 15026                                 Farmersville       OH
## 15027                                     Mapleton       IA
## 15028                                   Eagle Lake       WI
## 15029                                     Enderlin       ND
## 15030                               Ponderosa Pine       NM
## 15031                                      Galatia       IL
## 15032                                  Spring Glen       UT
## 15033                                       Mounds       OK
## 15034                                        Eagle       NE
## 15035                                      Oakland       SC
## 15036                                    Trezevant       TN
## 15037                                Morrisonville       IL
## 15038                                    La Puebla       NM
## 15039                                      Allardt       TN
## 15040                                       Panaca       NV
## 15041                                        Enlow       PA
## 15042                                       Orient       NY
## 15043                                      De Soto       IA
## 15044                                        Waldo       FL
## 15045                                       Dexter       NM
## 15046                                       Dexter       GA
## 15047                                Jamaica Beach       TX
## 15048                                North Edwards       CA
## 15049                                        Dixon       MO
## 15050                                 Dilworthtown       PA
## 15051                                      Plummer       ID
## 15052                                        Utica       IN
## 15053                                     Winthrop       IA
## 15054                             Santa Ana Pueblo       NM
## 15055                                      Baldwin       MI
## 15056                                    Wakefield       KS
## 15057                                 Tidmore Bend       AL
## 15058                                Sandy Springs       SC
## 15059                                   Lower Lake       CA
## 15060                                     Randolph       NE
## 15061                                        China       TX
## 15062                                 North Tunica       MS
## 15063                                  Folly Beach       SC
## 15064                                       Tahoma       CA
## 15065                                  Port Morris       NJ
## 15066                                   Dash Point       WA
## 15067                                     Dortches       NC
## 15068                                 Audubon Park       NJ
## 15069                                    Frankfort       MI
## 15070                               Buckhead Ridge       FL
## 15071                                 Central City       PA
## 15072                                      Boulder       MT
## 15073                                      Ridgway       CO
## 15074                                       Dawson       TX
## 15075                                     Williams       OR
## 15076                                      Clinton       WA
## 15077                                       Albany       WI
## 15078                                     Tallaboa       PR
## 15079                                  Mountainair       NM
## 15080                                   Pond Creek       OK
## 15081                                     Vardaman       MS
## 15082                                         Buhl       MN
## 15083                                       Greene       RI
## 15084                                       Oxford       KS
## 15085                                    Churchill       MT
## 15086                                     Stockton       UT
## 15087                                         Wink       TX
## 15088                                     Somerset       MD
## 15089                                        Upton       WY
## 15090                                      Telford       TN
## 15091                                      Cookson       OK
## 15092                                Millers Falls       MA
## 15093                                   Flemington       GA
## 15094                                    Beale AFB       CA
## 15095                                Campbellsburg       KY
## 15096                                       Tilden       NE
## 15097                                     Ventress       LA
## 15098                                       Powell       AL
## 15099                                     Pughtown       PA
## 15100                                      Anacoco       LA
## 15101                                      Concord       MI
## 15102                                       Santee       SC
## 15103                                 Grand Meadow       MN
## 15104                          Volcano Golf Course       HI
## 15105                                      Bethany       WV
## 15106                            Twinsburg Heights       OH
## 15107                                      Dresser       WI
## 15108                                 Upper Exeter       PA
## 15109                                     Fairview       MT
## 15110                                   McElhattan       PA
## 15111                                     Danville       IA
## 15112                                   Hayneville       AL
## 15113                                    Groveland       ID
## 15114                                   Grant City       MO
## 15115                                    Otterbein       IN
## 15116                                 North Branch       MI
## 15117                                      Waelder       TX
## 15118                                  Philipsburg       MT
## 15119                                      Webster       FL
## 15120                              Mackinac Island       MI
## 15121                                   Fifth Ward       LA
## 15122                                   Blue Mound       IL
## 15123                                       Hooper       NE
## 15124                                        Emory       VA
## 15125                                     Smithers       WV
## 15126                                     Winfield       IA
## 15127                                      Miranda       PR
## 15128                                     Fordoche       LA
## 15129                                      Horatio       AR
## 15130                                   Brookfield       NJ
## 15131                                   Cochranton       PA
## 15132                                      Sultana       CA
## 15133                                  Apple Creek       OH
## 15134                                       Faison       NC
## 15135                                    Lake Park       GA
## 15136                                    White Oak       MS
## 15137                                     Monongah       WV
## 15138                                    Kittredge       CO
## 15139                                       McNary       AZ
## 15140                               Lemont Furnace       PA
## 15141                                  New Bedford       PA
## 15142                                Black Diamond       FL
## 15143                                 Lake Waynoka       OH
## 15144                                     Waterloo       NE
## 15145                                       Galena       OH
## 15146                                    Slaughter       LA
## 15147                               North Pearsall       TX
## 15148                                     Baudette       MN
## 15149                                   Wayne City       IL
## 15150                                  Chester Gap       VA
## 15151                                         Bude       MS
## 15152                                      Bolivar       OH
## 15153                                    Camp Wood       TX
## 15154                                        Wayne       OH
## 15155                                      Lorenzo       TX
## 15156                                      Wainaku       HI
## 15157                               Pocono Springs       PA
## 15158                                South Wallins       KY
## 15159                                   Lake Andes       SD
## 15160                                  East Sparta       OH
## 15161                                          Yoe       PA
## 15162                               Hewlett Harbor       NY
## 15163                                       Cotter       AR
## 15164                                  McAdenville       NC
## 15165                                 Coyne Center       IL
## 15166                                       Pierce       CO
## 15167                                       Kidron       OH
## 15168                                      Mission       OR
## 15169                                     Benjamin       UT
## 15170                                       Dexter       OR
## 15171                                     Highland       MD
## 15172                                     Piedmont       SD
## 15173                                West Cape May       NJ
## 15174                                        Beach       ND
## 15175                                Kittery Point       ME
## 15176                                  Brownsville       KY
## 15177                                     St. Paul       TX
## 15178                               LaBarque Creek       MO
## 15179                                     Nicollet       MN
## 15180                                     Guernsey       WY
## 15181                                      Wabasso       FL
## 15182                                         Bray       OK
## 15183                                       Wyanet       IL
## 15184                                      Amherst       WI
## 15185                                       Hauser       ID
## 15186                                       Lawton       IA
## 15187                                    Riverside       ID
## 15188                              Bayside Gardens       OR
## 15189                                         Gore       OK
## 15190                                     Weleetka       OK
## 15191                                  Cool Valley       MO
## 15192                                     Alliance       NC
## 15193                                        Yermo       CA
## 15194                                     Redwater       TX
## 15195                                    Stonewall       MS
## 15196                                 Garden Plain       KS
## 15197                                    Maysville       MO
## 15198                                   Port Byron       NY
## 15199                                        Essex       IL
## 15200                        Sunrise Beach Village       TX
## 15201                                North Webster       IN
## 15202                                   Long Grove       IA
## 15203                                   Fort Davis       TX
## 15204                                      Forrest       IL
## 15205                                McGaheysville       VA
## 15206                                   Thomasboro       IL
## 15207                                    Woodville       AL
## 15208                                   Stromsburg       NE
## 15209                                Mountain City       GA
## 15210                                    Chadwicks       NY
## 15211                                    Deerfield       MI
## 15212                                     Altamont       TN
## 15213                             Mesa del Caballo       AZ
## 15214                                     Rochelle       GA
## 15215                                    Algonquin       MD
## 15216                                      Tickfaw       LA
## 15217                                        Chase       PA
## 15218                                        Ouray       CO
## 15219                                      Gratton       VA
## 15220                                        Derma       MS
## 15221                                      Mertzon       TX
## 15222                                  Falls Creek       PA
## 15223                                       Laurie       MO
## 15224                                     Converse       IN
## 15225                                  Prices Fork       VA
## 15226                                   Mount Hope       WV
## 15227                                    Red Cloud       NE
## 15228                                    Schleswig       IA
## 15229                               Franklin Grove       IL
## 15230                                      Diamond       MO
## 15231                                        Poipu       HI
## 15232                                      Palouse       WA
## 15233                                    Barnsdall       OK
## 15234                                          Rio       WI
## 15235                                      Douglas       AL
## 15236                                     Chisholm       ME
## 15237                                   Town Creek       AL
## 15238                                  Westminster       TX
## 15239                                   Flint Hill       MO
## 15240                                   Spearville       KS
## 15241                                  Harrisville       PA
## 15242                                   New Market       AL
## 15243                                   White Hall       WV
## 15244                                    Roosevelt       NJ
## 15245                                   Bloomville       OH
## 15246                                      Concord       VA
## 15247                                      Emmonak       AK
## 15248                                  South Pekin       IL
## 15249                                        Maben       MS
## 15250                                  Funny River       AK
## 15251                                Wallace Ridge       LA
## 15252                                  Los Luceros       NM
## 15253                                East Mountain       TX
## 15254                                 Shinglehouse       PA
## 15255                                     Arapahoe       NE
## 15256                           Amelia Court House       VA
## 15257                                    Underwood       IA
## 15258                              South Dos Palos       CA
## 15259                                       Vaiden       MS
## 15260                                   Shongopovi       AZ
## 15261                                       Tatamy       PA
## 15262                                      Glasgow       OR
## 15263                                    Maysville       NC
## 15264                                        Chama       NM
## 15265                                     Sturgeon       MO
## 15266                                     Prospect       PA
## 15267                                      Merrill       IA
## 15268                                      Bidwell       OH
## 15269                                 Williamsport       OH
## 15270                                         Naco       AZ
## 15271                                       Hamlet       IN
## 15272                                    Far Hills       NJ
## 15273                                      Raymond       IL
## 15274                                    Oskaloosa       KS
## 15275                                  Ship Bottom       NJ
## 15276                                       Goshen       KY
## 15277                                     Florence       MT
## 15278                                    La Vernia       TX
## 15279                                      Saucier       MS
## 15280                                      Belmont       WI
## 15281                                  Nunapitchuk       AK
## 15282                                    Waitsburg       WA
## 15283                                 Autaugaville       AL
## 15284                             New Philadelphia       PA
## 15285                                     Loyalton       CA
## 15286                                     Metcalfe       MS
## 15287                                     Shellman       GA
## 15288                              Russell Gardens       NY
## 15289                                  Graettinger       IA
## 15290                                      Arkport       NY
## 15291                                   Smithfield       PA
## 15292                                   Plainfield       WI
## 15293                                     Sherburn       MN
## 15294                                   Mannsville       OK
## 15295                             Hilshire Village       TX
## 15296                                       Leland       IL
## 15297                                Junction City       OH
## 15298                              Lake Koshkonong       WI
## 15299                             Franklin Springs       GA
## 15300                                     Lilbourn       MO
## 15301                                   Hato Viejo       PR
## 15302                                  Fort Loudon       PA
## 15303                                    Livermore       KY
## 15304                                        Sully       IA
## 15305                                     Flovilla       GA
## 15306                                     Vandiver       AL
## 15307                                       Sardis       GA
## 15308                                 Friendsville       TN
## 15309                                  Gales Ferry       CT
## 15310                                      Kenmare       ND
## 15311                                    Bunnlevel       NC
## 15312                                    Ironville       KY
## 15313                                     Bay Head       NJ
## 15314                                        Berry       AL
## 15315                                       Paraje       NM
## 15316                                 New Richland       MN
## 15317                                      Bearden       AR
## 15318                                  West Marion       NC
## 15319                                    Algodones       NM
## 15320                                    Harriston       VA
## 15321                          Claverack-Red Mills       NY
## 15322                                        Tabor       IA
## 15323                                       Auxier       KY
## 15324                                   Piney View       WV
## 15325                              Tumbling Shoals       AR
## 15326                                        Somis       CA
## 15327                                      Camargo       KY
## 15328                                     Germania       NJ
## 15329                                     Ashippun       WI
## 15330                                Cripple Creek       CO
## 15331                                      Lansing       IA
## 15332                                  North Hills       WV
## 15333                                 Desoto Acres       FL
## 15334                                        Paint       PA
## 15335                               McClellan Park       CA
## 15336                                     Earlston       PA
## 15337                                Cinnamon Lake       OH
## 15338                                South Windham       ME
## 15339                                        Neola       IA
## 15340                                 Fort Hancock       TX
## 15341                                     Clarence       MO
## 15342                                       Parker       SD
## 15343                          Lake Michigan Beach       MI
## 15344                                     Lawrence       MI
## 15345                                      Welcome       LA
## 15346                                      Hospers       IA
## 15347                                   Jonesville       SC
## 15348                                    Quinhagak       AK
## 15349                                      Talmage       CA
## 15350                                      Harmony       MN
## 15351                                     Oriental       NC
## 15352                                       Exeter       MO
## 15353                                Guilford Lake       OH
## 15354                           Lakes of the North       MI
## 15355                                  Coffeeville       MS
## 15356                             Pueblito del Río       PR
## 15357                                      Chilton       TX
## 15358                                       London       AR
## 15359                                  Stronghurst       IL
## 15360                                       Wister       OK
## 15361                                     Lakeview       AR
## 15362                                East Tawakoni       TX
## 15363                              Klondike Corner       NH
## 15364                                    Mescalero       NM
## 15365                                Mountain View       WY
## 15366                                     Rockford       AL
## 15367                                      Bow Mar       CO
## 15368                                       Goshen       UT
## 15369                            Arlington Heights       OH
## 15370                                    Blue Ball       PA
## 15371                                South Lebanon       OR
## 15372                                       Convoy       OH
## 15373                                      Swayzee       IN
## 15374                                New Waterford       OH
## 15375                                 Grand Rapids       OH
## 15376                                     Sentinel       OK
## 15377                                      Lincoln       PA
## 15378                                Norwood Court       MO
## 15379                        Challenge-Brownsville       CA
## 15380                                     Geronimo       TX
## 15381                                  La Fontaine       IN
## 15382                                      Astoria       IL
## 15383                                   Los Olivos       CA
## 15384                                      Markham       TX
## 15385                                   Gayle Mill       SC
## 15386                      Arroyo Colorado Estates       TX
## 15387                                  Tiki Island       TX
## 15388                    Chevy Chase Section Three       MD
## 15389                                     Carolina       RI
## 15390                              Alhambra Valley       CA
## 15391                                     Milltown       WI
## 15392                                      Manassa       CO
## 15393                                   Blue Ridge       AZ
## 15394                                       Laurel       NE
## 15395                             Highland Holiday       OH
## 15396                                       Hymera       IN
## 15397                                        JAARS       NC
## 15398                                      Elloree       SC
## 15399                                     Tonasket       WA
## 15400                                      Oakland       IL
## 15401                                      Kenwood       OK
## 15402                                       Layton       NJ
## 15403                                    Ottoville       OH
## 15404                                    Yorkville       OH
## 15405                                Lake Bosworth       WA
## 15406                                     Crawford       TX
## 15407                                      Satanta       KS
## 15408                                     Royalton       PA
## 15409                                      Argenta       IL
## 15410                                Lake Victoria       MI
## 15411                                       Tilden       IL
## 15412                                      Buffalo       WV
## 15413                                 Arnolds Park       IA
## 15414                                 Friedensburg       PA
## 15415                                    Tombstone       AZ
## 15416                                   Iron Ridge       WI
## 15417                                    Old Field       NY
## 15418                                   Womens Bay       AK
## 15419                                Arenas Valley       NM
## 15420                                     Bessemer       PA
## 15421                                     Riceboro       GA
## 15422                                      Watkins       CO
## 15423                              Stamping Ground       KY
## 15424                                  Sodus Point       NY
## 15425                                      Pomeroy       PA
## 15426                                     Bay View       OH
## 15427                                        Anita       IA
## 15428                                  Point Blank       TX
## 15429                                     Lawrence       PA
## 15430                                 Lake Quivira       KS
## 15431                                    Millville       PA
## 15432                                    Milesburg       PA
## 15433                                    Cambridge       IA
## 15434                                  Mortons Gap       KY
## 15435                                  Centerville       TX
## 15436                               Heritage Creek       KY
## 15437                                      Buffalo       IN
## 15438                                       Quinby       SC
## 15439                                      Maricao       PR
## 15440                                  Plattsville       CT
## 15441                                    Pinopolis       SC
## 15442                                       Dibble       OK
## 15443                                    Loup City       NE
## 15444                                  Lower Brule       SD
## 15445                                     La Pryor       TX
## 15446                                     Cavetown       MD
## 15447                                        Brady       WA
## 15448                                    Duck Hill       MS
## 15449                            St. George Island       FL
## 15450                                      Funston       GA
## 15451                               Liberty Center       OH
## 15452                                   Scottsmoor       FL
## 15453                    Parcelas Viejas Borinquen       PR
## 15454                                     St. Paul       IN
## 15455                                     Suffield       OH
## 15456                                         Ruby       NY
## 15457                                       Patoka       IN
## 15458                                   Maurertown       VA
## 15459                                      Texhoma       OK
## 15460                                    Flat Lick       KY
## 15461                                   Plain View       NC
## 15462                                    Spiceland       IN
## 15463                                    Pea Ridge       AL
## 15464                                        Elsie       MI
## 15465                                    Hackberry       LA
## 15466                                   Wattsville       VA
## 15467                                South Lansing       NY
## 15468                                     Bellaire       MI
## 15469                                 Canyon Creek       TX
## 15470                                   Hawesville       KY
## 15471                                       Ashley       IN
## 15472                                      Celeste       TX
## 15473                                      Au Gres       MI
## 15474                                        Allen       OK
## 15475                                   Pylesville       MD
## 15476                                  Sugar Notch       PA
## 15477                                      Elkview       WV
## 15478                                      Buffalo       IA
## 15479                                 Castle Hayne       NC
## 15480                                       Siletz       OR
## 15481                                     Burnside       KY
## 15482                                 York Springs       PA
## 15483                                        Lyons       MI
## 15484                                    Mansfield       IL
## 15485                                  Cave Spring       GA
## 15486                                         Owen       WI
## 15487                                       Midway       LA
## 15488                                         Pala       CA
## 15489                                   Beavertown       PA
## 15490                                       Linton       ND
## 15491                                    Larchwood       IA
## 15492                                    Whitehall       MT
## 15493                                     Brantley       AL
## 15494                                 Heritage Bay       FL
## 15495                                Langdon Place       KY
## 15496                                      Glidden       IA
## 15497                                       Watson       LA
## 15498                                     Prentiss       MS
## 15499                                    Ridgeside       TN
## 15500                                        Ector       TX
## 15501                                   Clarksburg       TN
## 15502                                      Norvelt       PA
## 15503                                       Nelson       GA
## 15504                                    Ninilchik       AK
## 15505                                  Rock Spring       GA
## 15506                                    Greenwood       WI
## 15507                                  Silver Lake       IN
## 15508                                   Sykesville       PA
## 15509                                     Sullivan       OH
## 15510                                         Troy       ID
## 15511                               Alleghenyville       PA
## 15512                               Southwest City       MO
## 15513                                       Howard       CO
## 15514                                 Union Bridge       MD
## 15515                                   Bloomfield       KY
## 15516                                   Aspen Park       CO
## 15517                                      Drayton       SC
## 15518                                    Hiawassee       GA
## 15519                                   Hooper Bay       AK
## 15520                                      Raleigh       MS
## 15521                                       Sidney       IA
## 15522                                  Lemannville       LA
## 15523                               East Gull Lake       MN
## 15524                                     Scotland       PA
## 15525                                   Beckemeyer       IL
## 15526                                       Okeene       OK
## 15527                               New Bloomfield       MO
## 15528                                   Bellefonte       KY
## 15529                                   Donnellson       IA
## 15530                             Log Lane Village       CO
## 15531                                     Richland       MI
## 15532                                       Schurz       NV
## 15533                                   Sister Bay       WI
## 15534                                  Bird Island       MN
## 15535                                    Ehrenberg       AZ
## 15536                                        Brook       IN
## 15537                                    Jamestown       IN
## 15538                                        Doyle       CA
## 15539                                        Genoa       NV
## 15540                                 Mifflinville       PA
## 15541                                  Chokoloskee       FL
## 15542                                  Pearlington       MS
## 15543                                       Medley       FL
## 15544                                      Deville       LA
## 15545                                      Beasley       TX
## 15546                                      Houston       MN
## 15547                                     Parksley       VA
## 15548                                      Accomac       VA
## 15549                                          Ola       AR
## 15550                                        Lydia       LA
## 15551                               Homestead Base       FL
## 15552                                      Mazeppa       MN
## 15553                                    Rosiclare       IL
## 15554                                     Woodlawn       NC
## 15555                                         Moca       PR
## 15556                                        Odell       IL
## 15557                                         Cuba       IL
## 15558                                Electric City       WA
## 15559                                     Soda Bay       CA
## 15560                              Parcelas Nuevas       PR
## 15561                               East Conemaugh       PA
## 15562                                      Mankato       KS
## 15563                                       Welaka       FL
## 15564                                      Dotsero       CO
## 15565                                    Hernandez       NM
## 15566                                       Empire       LA
## 15567                                    Glenmoore       PA
## 15568                                 Sand Springs       TX
## 15569                                    West Brow       GA
## 15570                                      Section       AL
## 15571                                    Arrington       VA
## 15572                                        Selma       IN
## 15573                                 Adams Center       NY
## 15574                                      Farwell       MI
## 15575                                  Grand Ridge       FL
## 15576                                       Calmar       IA
## 15577                               Rocky Boy West       MT
## 15578                                 Holden Beach       NC
## 15579                                     Annville       KY
## 15580                                         Howe       IN
## 15581                                    Verplanck       NY
## 15582                                       Stover       MO
## 15583                                      Preston       MD
## 15584                                      Gwinner       ND
## 15585                                     Hazelton       ID
## 15586                                   Christiana       PA
## 15587                                        Meigs       GA
## 15588                                   Silverdale       PA
## 15589                                 Stone Harbor       NJ
## 15590                                 Douglas City       CA
## 15591                                    Riverdale       VA
## 15592                                   Bear River       WY
## 15593                                        Aynor       SC
## 15594                                         Hugo       CO
## 15595                                    Hollywood       AL
## 15596                                     Crawford       NE
## 15597                                  Rapids City       IL
## 15598                                     Alcester       SD
## 15599                                       Pastos       PR
## 15600                                       Walker       MN
## 15601                                 Dollar Point       CA
## 15602                            Buffalo Soapstone       AK
## 15603                                  Stockertown       PA
## 15604                                  Bunkerville       NV
## 15605                                     Coolidge       TX
## 15606                                  Deckerville       MI
## 15607                                       Haxtun       CO
## 15608                                    Knox City       TX
## 15609                                  Minersville       UT
## 15610                                 Rural Valley       PA
## 15611                                    Greenvale       NY
## 15612                                      Crocker       MO
## 15613                                   Blue River       CO
## 15614                                  Turtle Lake       WI
## 15615                                 Newman Grove       NE
## 15616                                  South Point       TX
## 15617                                      Arcadia       IA
## 15618                                       Gibson       GA
## 15619                                  Hazel Green       WI
## 15620                                        Rison       AR
## 15621                                  Hobson City       AL
## 15622                                    Fort Lawn       SC
## 15623                                    Talkeetna       AK
## 15624                                     Savoonga       AK
## 15625                                   Deer River       MN
## 15626                                      Klamath       CA
## 15627                                  Fall Branch       TN
## 15628                                   Morrisdale       PA
## 15629                                      Shirley       IN
## 15630                                 Greeley Hill       CA
## 15631                                     Eldridge       CA
## 15632                                   Anna Maria       FL
## 15633                                  Dickeyville       WI
## 15634                              Knights Landing       CA
## 15635                               Valley Springs       SD
## 15636                                    Lake View       IA
## 15637                                       Dublin       IN
## 15638                                        Savoy       TX
## 15639                                      Crystal       MI
## 15640                                        Peggs       OK
## 15641                                       Molino       FL
## 15642                                Pleasant Hill       IL
## 15643                                       Export       PA
## 15644                              Donovan Estates       AZ
## 15645                                Hummels Wharf       PA
## 15646                                    Princeton       IA
## 15647                                    Arlington       SD
## 15648                                  Coon Valley       WI
## 15649                                        Earth       TX
## 15650                                        Loami       IL
## 15651                                  Triadelphia       WV
## 15652                                    Lexington       AL
## 15653                                     Hopedale       OH
## 15654                           Kykotsmovi Village       AZ
## 15655                                  Piney Point       MD
## 15656                                       Rincón       PR
## 15657                                  Mantorville       MN
## 15658                                    Benkelman       NE
## 15659                                   Linesville       PA
## 15660                                     New Hope       TX
## 15661                                   Bellemeade       KY
## 15662                                     Offerman       GA
## 15663                                   Floyd Hill       CO
## 15664                               Jeffersonville       GA
## 15665                                        Erick       OK
## 15666                                      Carlton       MN
## 15667                                    Overbrook       KS
## 15668                                   Stephenson       MI
## 15669                                Bethany Beach       DE
## 15670                                     Rockwell       IA
## 15671                                   La Villita       NM
## 15672                                   Alexandria       TN
## 15673                                   Grandfield       OK
## 15674                                Lakeside City       TX
## 15675                                         Odin       IL
## 15676                                   Strawberry       AZ
## 15677                                      Alpaugh       CA
## 15678                                    Gladbrook       IA
## 15679                                    Hillsdale       MO
## 15680                               Ryland Heights       KY
## 15681                                    Hartrandt       WY
## 15682                                   Tres Pinos       CA
## 15683                                     Primghar       IA
## 15684                                     Killbuck       OH
## 15685                                      Paw Paw       IL
## 15686                             Plandome Heights       NY
## 15687                                      Hyndman       PA
## 15688                                      Treynor       IA
## 15689                                    Wheatland       IA
## 15690                                  Rocky Ridge       UT
## 15691                       Castleton Four Corners       VT
## 15692                                       Hinton       IA
## 15693                                      Ringoes       NJ
## 15694                               Schaefferstown       PA
## 15695                                     Simsboro       LA
## 15696                               Mechanicsville       IA
## 15697                                    Higginson       AR
## 15698                                       Gratis       OH
## 15699                                  East Sumter       SC
## 15700                                  Forest Hill       LA
## 15701                                    Barataria       LA
## 15702                                 Grass Valley       NV
## 15703                                       Malaga       CA
## 15704                                    Schoeneck       PA
## 15705                                       Olinda       HI
## 15706                           Geneva-on-the-Lake       OH
## 15707                                     Luttrell       TN
## 15708                                   Eagleville       TN
## 15709                                 Pocono Pines       PA
## 15710                                    Palo Alto       PA
## 15711                                 Pigeon Creek       OH
## 15712                                      Kendall       WA
## 15713                                      Kanawha       IA
## 15714                                     Rushmere       VA
## 15715                                       Kansas       OK
## 15716                                     Campbell       TX
## 15717                                       Hanson       KY
## 15718                                  Dakota City       IA
## 15719                                        Grawn       MI
## 15720                                Stacey Street       FL
## 15721                              Trumbauersville       PA
## 15722                                    Inverness       MS
## 15723                                    Spaulding       IL
## 15724                                    Blue Lake       CA
## 15725                                      Central       UT
## 15726                                       Meadow       TX
## 15727                                       Yaurel       PR
## 15728                                       Wagram       NC
## 15729                                      Valders       WI
## 15730                                      Waverly       MO
## 15731                             Silverado Resort       CA
## 15732                                    Hollister       NC
## 15733                                   Lazy Acres       CO
## 15734                                   Griggstown       NJ
## 15735                                   Point Hope       AK
## 15736                                         Troy       MT
## 15737                                   Ridge Farm       IL
## 15738                                      Lompico       CA
## 15739                                      Medford       OK
## 15740                                     Oil City       LA
## 15741                                   Seelyville       IN
## 15742                                   New London       MO
## 15743                                     Belgrade       MN
## 15744                                  Marrowstone       WA
## 15745                                        Clint       TX
## 15746                                  Forest Home       NY
## 15747                                      Philpot       KY
## 15748                                      Naalehu       HI
## 15749                                  New Preston       CT
## 15750                                       Ramsey       IL
## 15751                                       Aurora       UT
## 15752                                Vineyard Lake       MI
## 15753                                     Baconton       GA
## 15754                                  Martin Lake       MN
## 15755                                 Philadelphia       TN
## 15756                                    Goodfield       IL
## 15757                                       Honalo       HI
## 15758                                  Foots Creek       OR
## 15759                                        Pecos       NM
## 15760                                      Hopland       CA
## 15761                                    New Salem       PA
## 15762                                Gilbert Creek       WV
## 15763                                 New Columbia       PA
## 15764                                  Tribes Hill       NY
## 15765                                       Owyhee       NV
## 15766                                    Elizabeth       IL
## 15767                           Mi Ranchito Estate       TX
## 15768                                        Boyle       MS
## 15769                                      Ellerbe       NC
## 15770                                  Browerville       MN
## 15771                                    Fish Lake       IN
## 15772                                  Castle Hill       CA
## 15773                                      Madison       KS
## 15774                                   Plum Creek       VA
## 15775                                      Gadsden       SC
## 15776                                  Mount Royal       NJ
## 15777                                   White Deer       TX
## 15778                                      Belmont       WV
## 15779                                     Hi-Nella       NJ
## 15780                              Tomás de Castro       PR
## 15781                                       Midway       PA
## 15782                            Mauna Loa Estates       HI
## 15783                                 White Plains       KY
## 15784                                        Cyril       OK
## 15785                                  Rice Tracts       TX
## 15786                                 Happy Valley       NM
## 15787                                   Mesa Verde       CA
## 15788                                       Medora       IN
## 15789                                       Arnold       NE
## 15790                                         Troy       KS
## 15791                                 Walnut Grove       MS
## 15792                                       Bowman       GA
## 15793                                      Oaktown       IN
## 15794                                 Central Lake       MI
## 15795                                  Eden Valley       MN
## 15796                                      Falkner       MS
## 15797                                     McKenzie       AL
## 15798                                    Allentown       FL
## 15799                                 Chilchinbito       AZ
## 15800                                     Randolph       UT
## 15801                                    Montezuma       IN
## 15802                                      Odebolt       IA
## 15803                                        Hamel       IL
## 15804                                    Stateline       NV
## 15805                                     Shoreham       MI
## 15806                 Pocono Mountain Lake Estates       PA
## 15807                                   Lewisville       AR
## 15808                                Holiday Lakes       TX
## 15809                                    Brunswick       MO
## 15810                                        Frost       TX
## 15811                                       Blairs       VA
## 15812                                  Blue Mounds       WI
## 15813                                         Macy       NE
## 15814                                 Diamond City       AR
## 15815                                       Búfalo       PR
## 15816                                    Henderson       MN
## 15817                                    Pinesdale       MT
## 15818                                      Aurelia       IA
## 15819                                     Ferguson       KY
## 15820                                        Afton       IA
## 15821                                       Auburn       NJ
## 15822                                       Entiat       WA
## 15823                                       Hoonah       AK
## 15824                                    Red Butte       WY
## 15825                                  Forest Park       OK
## 15826                                     Waterloo       CA
## 15827                                   Dorchester       WI
## 15828                                     Humboldt       NE
## 15829                                      Chicora       PA
## 15830                                 Schroon Lake       NY
## 15831                                   Pine River       MN
## 15832                              Dammeron Valley       UT
## 15833                                   Hulmeville       PA
## 15834                                        Alamo       NM
## 15835                                  Craigsville       VA
## 15836                                      Seiling       OK
## 15837                                  Shipshewana       IN
## 15838                                       Dayton       IA
## 15839                                        Osino       NV
## 15840                                     Cherokee       AL
## 15841                             South New Castle       PA
## 15842                                     Flanagan       IL
## 15843                                      Crofton       NE
## 15844                                       Elkton       SD
## 15845                                       Horine       MO
## 15846                                       Athens       WI
## 15847                                Golden Valley       NV
## 15848                                        Healy       AK
## 15849                                 Chapmanville       WV
## 15850                                      Arapaho       OK
## 15851                                     Stephens       AR
## 15852                               McAlisterville       PA
## 15853                                    Log Cabin       TX
## 15854                                          Roy       WA
## 15855                                    New Salem       ND
## 15856                                     Highland       WI
## 15857                                     Branford       FL
## 15858                                    Frederica       DE
## 15859                                   Westphalia       MI
## 15860                                       Cayuco       PR
## 15861                                   Angel Fire       NM
## 15862                                  Nortonville       KY
## 15863                             Hotevilla-Bacavi       AZ
## 15864                                     Tom Bean       TX
## 15865                                  East Butler       PA
## 15866                                   Sweetwater       NJ
## 15867                                    Bulls Gap       TN
## 15868                                   Shellsburg       IA
## 15869                                        Copan       OK
## 15870                                Pleasantville       OH
## 15871                                       Baltic       OH
## 15872                                     Lakeview       LA
## 15873                                     Concrete       WA
## 15874                                    Pineville       MO
## 15875                               Crescent Beach       FL
## 15876                                     Napoleon       MI
## 15877                                   Ridgecrest       LA
## 15878                                      Quinter       KS
## 15879                                     Lakeside       IA
## 15880                                 Decaturville       TN
## 15881                                     Napanoch       NY
## 15882                                        Biron       WI
## 15883                                   Lobelville       TN
## 15884                                       Avella       PA
## 15885                                     Walhalla       ND
## 15886                                   Beaverdale       IA
## 15887                                    Warrenton       NC
## 15888                                         Poca       WV
## 15889                          Mount Crested Butte       CO
## 15890                                     Gassaway       WV
## 15891                                    Rougemont       NC
## 15892                                     Minatare       NE
## 15893                                     Rockford       IA
## 15894                                North English       IA
## 15895                                       Powers       OR
## 15896                                   Lumberport       WV
## 15897                                       Vassar       KS
## 15898                                     Kivalina       AK
## 15899                                      Komatke       AZ
## 15900                                   Dixonville       PA
## 15901                                         Maud       OK
## 15902                                Hannawa Falls       NY
## 15903                                      Elliott       MS
## 15904                                        White       GA
## 15905                                    Van Buren       IN
## 15906                                       Sonora       KY
## 15907                                  Fort Gaines       GA
## 15908                                     Doniphan       NE
## 15909                               Sharon Springs       KS
## 15910                                      Bridger       MT
## 15911                                   East Barre       VT
## 15912                                 Greers Ferry       AR
## 15913                                        Menan       ID
## 15914                                      Hingham       WI
## 15915          Mississippi Valley State University       MS
## 15916                                    Morehouse       MO
## 15917                              Correctionville       IA
## 15918                             Rafael Hernández       PR
## 15919                                       Mounds       IL
## 15920                                  Rocksprings       TX
## 15921                                     Woodbury       GA
## 15922                                 Walnut Grove       AL
## 15923                              Running Y Ranch       OR
## 15924                                    Whitewood       SD
## 15925                                          Rio       FL
## 15926                                 Santa Susana       CA
## 15927                                       Quogue       NY
## 15928                                   Cedar Flat       CA
## 15929                                       Olmito       TX
## 15930                                    Wild Rose       WI
## 15931                                    Dunkerton       IA
## 15932                                       Doerun       GA
## 15933                                   South Fork       PA
## 15934                                         Alto       CA
## 15935                              Cluster Springs       VA
## 15936                                  Pawnee City       NE
## 15937                               Lake Nebagamon       WI
## 15938                                       Odessa       WA
## 15939                               New Washington       OH
## 15940                                         Rand       WV
## 15941                                      Orebank       TN
## 15942                                   Deltaville       VA
## 15943                               Cheyenne Wells       CO
## 15944                                        Altus       AR
## 15945                                  Balsam Lake       WI
## 15946                                      El Rito       NM
## 15947                              Washingtonville       OH
## 15948                                       Oregon       MO
## 15949                                   West Union       WV
## 15950                                   Pabellones       PR
## 15951                                    Cedar Key       FL
## 15952                             Clarksville City       TX
## 15953                                        Dufur       OR
## 15954                                    East Bank       WV
## 15955                                    Keosauqua       IA
## 15956                                       Marion       SD
## 15957                                     Ossineke       MI
## 15958                                     Sequoyah       OK
## 15959                                    Jefferson       SC
## 15960                                      Milford       TX
## 15961                                       Hondah       AZ
## 15962                                 Crab Orchard       TN
## 15963                                   Richardton       ND
## 15964                          Falcon Lake Estates       TX
## 15965                                       Palmer       TN
## 15966                                Norris Canyon       CA
## 15967                                   Housatonic       MA
## 15968                                     La Farge       WI
## 15969                                       Hughes       AR
## 15970                                       Eureka       SD
## 15971                                    Elberfeld       IN
## 15972                                 Coyote Acres       TX
## 15973                                      Tesuque       NM
## 15974                                         Scio       OR
## 15975                                     Grimsley       TN
## 15976                                   Henry Fork       VA
## 15977                                  Gulf Stream       FL
## 15978                                     Talihina       OK
## 15979                                        Teton       ID
## 15980                                    New Union       AL
## 15981                                     Americus       KS
## 15982                                    Ostrander       OH
## 15983                                 Lookingglass       OR
## 15984                                        Inkom       ID
## 15985                                 Chums Corner       MI
## 15986                                       Cleone       CA
## 15987                                       Hewitt       WI
## 15988                                 Francesville       IN
## 15989                                     Groveton       NH
## 15990                                       Harold       FL
## 15991                                     Fostoria       MI
## 15992                                       Wisner       LA
## 15993                                  Cherry Tree       OK
## 15994                                  North Haven       NY
## 15995                                      Challis       ID
## 15996                                    Bethlehem       GA
## 15997                                        Keota       IA
## 15998                                    Earlville       IA
## 15999                                     Rutledge       PA
## 16000                                       Harris       MN
## 16001                                      Bauxite       AR
## 16002                                    Goldsboro       PA
## 16003                                     Brooklyn       MI
## 16004                                      Moulton       TX
## 16005                                    Dieterich       IL
## 16006                                     Thornton       CA
## 16007                                   Greenevers       NC
## 16008                                    Funkstown       MD
## 16009                                      Bonneau       SC
## 16010                               Williams Acres       NM
## 16011                                New Underwood       SD
## 16012                                         Pray       MT
## 16013                                  Mount Tabor       NJ
## 16014                                    Arlington       WI
## 16015                                   Woodsburgh       NY
## 16016                                  Centerville       SD
## 16017                                     Chappell       NE
## 16018                                 St. Ignatius       MT
## 16019                            Jefferson Heights       NY
## 16020                                       Victor       IA
## 16021                                    Otisville       MI
## 16022                                     Metolius       OR
## 16023                                     New Hope       NC
## 16024                            Candlewood Shores       CT
## 16025                                   Bloomfield       NE
## 16026                                         Cole       OK
## 16027                                   Montgomery       LA
## 16028                                   York Haven       PA
## 16029                           DeSales University       PA
## 16030                                        Story       WY
## 16031                                   Illiopolis       IL
## 16032                                    Lecompton       KS
## 16033                                    Henderson       NE
## 16034                                    Patagonia       AZ
## 16035                                     Trinidad       TX
## 16036                                     Forkland       AL
## 16037                                       Dayton       WY
## 16038                                        Leroy       AL
## 16039                                        Desha       AR
## 16040                                     Tulelake       CA
## 16041                                       Penryn       PA
## 16042                               Callender Lake       TX
## 16043                           Round Hill Village       NV
## 16044                             Candelero Arriba       PR
## 16045                                Cut and Shoot       TX
## 16046                                       Seneca       PA
## 16047                                  Harleyville       SC
## 16048                                       Le Roy       MN
## 16049                                    Keysville       VA
## 16050                                     Worthing       SD
## 16051                                  South Canal       OH
## 16052                                   Brush Fork       WV
## 16053                                Lake Panorama       IA
## 16054                                        Alden       IA
## 16055                                      Cameron       AZ
## 16056                                      Newtown       SC
## 16057                                         Dyer       AR
## 16058                                Gila Crossing       AZ
## 16059                                       Salome       AZ
## 16060                              Washington Boro       PA
## 16061                                       Albany       OH
## 16062                                      Brinnon       WA
## 16063                                       Frisco       PA
## 16064                                     Shabbona       IL
## 16065                                   Green Lake       WI
## 16066                                     Hoagland       IN
## 16067                            Hopewell Junction       NY
## 16068                                     Franklin       NE
## 16069                                       Harlem       MT
## 16070                                     Danville       OH
## 16071                             McKinley Heights       OH
## 16072                                       Baxter       IA
## 16073                                      Wilhoit       AZ
## 16074                                   Rennerdale       PA
## 16075                                      Kindred       ND
## 16076                                  Millersburg       KY
## 16077                                   Plantation       KY
## 16078                                     Walthill       NE
## 16079                            Highfield-Cascade       MD
## 16080                                  Moores Hill       IN
## 16081                                       Thrall       TX
## 16082                              Candlewood Lake       OH
## 16083                                       Wilton       AL
## 16084                             Arivaca Junction       AZ
## 16085                                  Cedar Grove       NM
## 16086                                    Aplington       IA
## 16087                               Jupiter Island       FL
## 16088                                    Fairacres       NM
## 16089                                       Aurora       OR
## 16090                                       Finzel       MD
## 16091                                 Mountainaire       AZ
## 16092                                  Potter Lake       WI
## 16093                                      Annawan       IL
## 16094                                       Dryden       VA
## 16095                                  Dennisville       NJ
## 16096                                         Olin       IA
## 16097                                       Cullen       LA
## 16098                              Elk Run Heights       IA
## 16099                                       Elwood       NJ
## 16100                         Weeki Wachee Gardens       FL
## 16101                                     Bertrand       MO
## 16102                                       Nauvoo       IL
## 16103                                  Matherville       IL
## 16104                                       Wishek       ND
## 16105                                     Columbia       AL
## 16106                                       Racine       OH
## 16107                                  Little Rock       MN
## 16108                            French Settlement       LA
## 16109                                       Efland       NC
## 16110                                    Lanesboro       MN
## 16111                                   Clarkfield       MN
## 16112                                Lake Waukomis       MO
## 16113                                       Dorris       CA
## 16114                                        McBee       SC
## 16115                                    Greenleaf       ID
## 16116                                   Riverpoint       WA
## 16117                                  Cooperstown       ND
## 16118                                  Toksook Bay       AK
## 16119                      Alcorn State University       MS
## 16120                                    Big Point       MS
## 16121                                Bechtelsville       PA
## 16122                                  Port Orford       OR
## 16123                                      Glenvar       VA
## 16124                                    Riceville       IA
## 16125                                     Piedmont       WV
## 16126                                Roslyn Harbor       NY
## 16127                                        Sedan       KS
## 16128                                       Climax       MI
## 16129                                   Cottondale       FL
## 16130                                     Papaikou       HI
## 16131                          Hot Sulphur Springs       CO
## 16132                                  Littleville       AL
## 16133                                   Zia Pueblo       NM
## 16134                                 Johnson Park       CA
## 16135                                       Knappa       OR
## 16136                                  Fort Braden       FL
## 16137                            Grantwood Village       MO
## 16138                                   Burlingame       KS
## 16139                                        Clyde       KS
## 16140                                  Cissna Park       IL
## 16141                                     Harrison       IL
## 16142                                      Coahoma       TX
## 16143                                     Walworth       NY
## 16144                                     Edgemont       SD
## 16145                                       Drexel       MO
## 16146                                       Onamia       MN
## 16147                                       Laurel       NY
## 16148                                     Shiocton       WI
## 16149                                   White Lake       NC
## 16150                                Brantleyville       AL
## 16151                                    Richfield       NC
## 16152                                    Millerton       NY
## 16153                                      Colcord       OK
## 16154                                    Carlsborg       WA
## 16155                                        Alger       OH
## 16156                                   Loma Linda       MO
## 16157                                   Perryville       KY
## 16158                              Casper Mountain       WY
## 16159                                  St. Nazianz       WI
## 16160                                    Westbrook       MN
## 16161                                      McCloud       CA
## 16162                              Ashland Heights       SD
## 16163                                Rolling Hills       KY
## 16164                                       Hayden       IN
## 16165                                       Newell       IA
## 16166                                      Atwater       OH
## 16167                                       Lucama       NC
## 16168                                 Butte Valley       CA
## 16169                                  Lenkerville       PA
## 16170                                    Wickliffe       OK
## 16171                                        Ogden       IL
## 16172                                     Groveton       TX
## 16173                                   Crosswicks       NJ
## 16174                                         Bath       WV
## 16175                                        Lebec       CA
## 16176                                    Lamboglia       PR
## 16177                                      Allgood       AL
## 16178                              Bradenton Beach       FL
## 16179                                      Raleigh       FL
## 16180                                   Clark Fork       ID
## 16181                                Mountain Mesa       CA
## 16182                                     Kingston       OH
## 16183                              Barker Ten Mile       NC
## 16184                                     Billings       MO
## 16185                              Butte des Morts       WI
## 16186                                       Togiak       AK
## 16187                                      Belmont       NY
## 16188                                      Ponemah       MN
## 16189                                 Arbon Valley       ID
## 16190                                 Russellville       TN
## 16191                                  New Holland       OH
## 16192                                 Lake Kathryn       FL
## 16193                                    Pine Hill       AL
## 16194                                      Dolores       CO
## 16195                                    King City       MO
## 16196                                   Darlington       IN
## 16197                                  Geyserville       CA
## 16198                                    Blue Hill       NE
## 16199                                   Auburndale       WI
## 16200                                    Monte Rio       CA
## 16201                                     Springer       NM
## 16202                                     Norborne       MO
## 16203                                       Morgan       MN
## 16204                                 Garrett Park       MD
## 16205                             Beauxart Gardens       TX
## 16206                                    Esperanza       PR
## 16207                                      Harwick       PA
## 16208                                   Pocahontas       IL
## 16209                                   Petersburg       TX
## 16210                                      Wedowee       AL
## 16211                                  Perrysville       OH
## 16212                                    Meredosia       IL
## 16213                                   Braceville       IL
## 16214                            Parcelas Peñuelas       PR
## 16215                               Seabrook Beach       NH
## 16216                                      Bradley       ME
## 16217                                  North Irwin       PA
## 16218                                     Ringling       OK
## 16219                                      Merrill       MI
## 16220                                      Lumpkin       GA
## 16221                                       Oxford       MD
## 16222                                     Caldwell       KS
## 16223                                     Beaumont       MS
## 16224                                         Roby       TX
## 16225                                      Madison       AR
## 16226                                      Ballard       CA
## 16227                                   Glenwillow       OH
## 16228                                       Inwood       IA
## 16229                                       Russia       OH
## 16230                               Lake Tapawingo       MO
## 16231                                      Augusta       MI
## 16232                                    Silverado       CA
## 16233                                      Galeton       PA
## 16234                                        Pinon       AZ
## 16235                                    Absarokee       MT
## 16236                                        Levan       UT
## 16237                                    Greenview       IL
## 16238                                      Seabeck       WA
## 16239                                   Black Rock       AR
## 16240                                  Wayne Lakes       OH
## 16241                                       Colfax       IN
## 16242                                     Paullina       IA
## 16243                                       Oppelo       AR
## 16244                                 New Florence       MO
## 16245                               Bethel Springs       TN
## 16246                                     La Union       NM
## 16247                                Sadsburyville       PA
## 16248                                    Winnebago       NE
## 16249                                     McCammon       ID
## 16250                                   Grand Isle       LA
## 16251                                   Shueyville       IA
## 16252                                      Fairton       NJ
## 16253                                    Jonestown       MS
## 16254                                    Page Park       FL
## 16255                                     Chassell       MI
## 16256                                       Blades       DE
## 16257                                Plantersville       MS
## 16258                                      Kenesaw       NE
## 16259                                       Dennis       TX
## 16260                                  Abbottstown       PA
## 16261                                  Valley View       TX
## 16262                                      Hallock       MN
## 16263                                      Chamita       NM
## 16264                                     Inyokern       CA
## 16265                                       Huttig       AR
## 16266                                    Greenleaf       WI
## 16267                                       Lasara       TX
## 16268                                      Whiting       IA
## 16269                                 Lake Madison       SD
## 16270                                     Carthage       IN
## 16271                                   West Salem       IL
## 16272                                    Innsbrook       MO
## 16273                                       Benton       MO
## 16274                                        Menno       SD
## 16275                                   Palenville       NY
## 16276                                        Adair       IA
## 16277                                    Pentwater       MI
## 16278                                     Tecumseh       IN
## 16279                                     Flushing       OH
## 16280                                   Lime Ridge       PA
## 16281                                  Denali Park       AK
## 16282                                  Monroe City       IN
## 16283                                         Eden       UT
## 16284                                       Brecon       OH
## 16285                                         Eden       MD
## 16286                                    Sunbright       TN
## 16287                               Laurys Station       PA
## 16288                                   Happy Camp       CA
## 16289                                 Williamsdale       OH
## 16290                                      Emerson       NE
## 16291                                  Loreauville       LA
## 16292                                       Deport       TX
## 16293                                 Farmersville       PA
## 16294                                   Claysville       PA
## 16295                            Flat Top Mountain       TN
## 16296                                    Sanderson       TX
## 16297                                    La Grange       MO
## 16298                                        Essex       IA
## 16299                            Patterson Springs       NC
## 16300                                      Alanson       MI
## 16301                                New Kingstown       PA
## 16302                                South Webster       OH
## 16303                                    Cateechee       SC
## 16304                                     Browning       MT
## 16305                                     Crescent       LA
## 16306                                     Roseboro       NC
## 16307                                     New Kent       VA
## 16308                                 Lincolnville       SC
## 16309                                Calvert Beach       MD
## 16310                                Plain Dealing       LA
## 16311                                  Grangerland       TX
## 16312                                  Silver Lake       MN
## 16313                                    Garysburg       NC
## 16314                                        Philo       OH
## 16315                                        Amity       AR
## 16316                                        Early       IA
## 16317                                       Vienna       NJ
## 16318                                 Taylor Ferry       OK
## 16319                                  Black Creek       NC
## 16320                                        Hamer       SC
## 16321                                      Hopkins       MI
## 16322                                    Foristell       MO
## 16323                                     Magazine       AR
## 16324                         Hill Country Village       TX
## 16325                                    Bernville       PA
## 16326                                   Wittenberg       WI
## 16327                             South Ashburnham       MA
## 16328                                       Winona       MO
## 16329                                       Howard       SD
## 16330                                       Ingold       NC
## 16331                                      Fertile       MN
## 16332                                       Edmund       SC
## 16333                                    Lamberton       MN
## 16334                                       Shelby       AL
## 16335                                        Corfu       NY
## 16336                                        Wells       TX
## 16337                                       Warren       TX
## 16338                                  Cannon Ball       ND
## 16339                                       Ganado       AZ
## 16340                                     Coalmont       TN
## 16341                                        Davis       WV
## 16342                                   Heidelberg       MS
## 16343                                    Courtland       AL
## 16344                                    Hillsboro       MS
## 16345                                     Rhodhiss       NC
## 16346                                    Waynetown       IN
## 16347                                 Grand Coteau       LA
## 16348                                       Gowrie       IA
## 16349                             Mountain Village       AK
## 16350                                       Baroda       MI
## 16351                                        Hurst       IL
## 16352                                   Marblehead       OH
## 16353                                  Sunday Lake       WA
## 16354                                   Cloudcroft       NM
## 16355                                    Northwood       ND
## 16356                                        Solis       TX
## 16357                                         Alma       KS
## 16358                                      Buckley       MI
## 16359                                La Tina Ranch       TX
## 16360                                  Dallas City       IL
## 16361                                    Annabella       UT
## 16362                                  Bunker Hill       IN
## 16363                                     Milltown       IN
## 16364                                       Argyle       WI
## 16365                                     Potlatch       ID
## 16366                                  Medaryville       IN
## 16367                                       Lesage       WV
## 16368                                   Springport       MI
## 16369                                  Spring Hill       PA
## 16370                                    Estelline       SD
## 16371                                  Libertytown       MD
## 16372                              Crystal Springs       FL
## 16373                              Underhill Flats       VT
## 16374                                         Lott       TX
## 16375                               McKinney Acres       TX
## 16376                                 Robbinsville       NC
## 16377                          Velda Village Hills       MO
## 16378                                  Linn Valley       KS
## 16379                                Houston Acres       KY
## 16380                                        Houck       AZ
## 16381                                Lucerne Mines       PA
## 16382                                    Cleveland       MO
## 16383                                      Burrton       KS
## 16384                                     Franklin       AL
## 16385                                        Genoa       NE
## 16386                                  Plumerville       AR
## 16387                                     Tohatchi       NM
## 16388                                     Sheridan       MT
## 16389                                      Okoboji       IA
## 16390                                       Vaughn       MT
## 16391                                      Henefer       UT
## 16392                                    Beckville       TX
## 16393                                        Malin       OR
## 16394                                   Gouldsboro       PA
## 16395                                    Hankinson       ND
## 16396                                    Greendale       MO
## 16397                                     Sheridan       MI
## 16398                                      Welcome       MN
## 16399                                  Branchville       NJ
## 16400                                   Pittsville       WI
## 16401                                   Brownstown       IL
## 16402                              Jackson Heights       NC
## 16403                                  Kenansville       NC
## 16404                                 Rosa Sánchez       PR
## 16405                                       Vienna       MO
## 16406                                     Simonton       TX
## 16407                                     Modjeska       CA
## 16408                                       Benton       WI
## 16409                                     Rockford       OH
## 16410                                       McGill       NV
## 16411                                  Buena Vista       CA
## 16412                                 Toughkenamon       PA
## 16413                                   New Vernon       NJ
## 16414                        St. Mary of the Woods       IN
## 16415                                  Island Pond       VT
## 16416                              Tilghman Island       MD
## 16417                                 North DeLand       FL
## 16418                               Lake Arrowhead       WI
## 16419                                Spring Valley       KY
## 16420                              Petaluma Center       CA
## 16421                                         Polk       PA
## 16422                                 Battle Creek       IA
## 16423                                        Mabel       MN
## 16424                                 Danielsville       GA
## 16425                                 Riegelsville       PA
## 16426                                        McKee       KY
## 16427                                    Edgewater       AL
## 16428                                      Gallant       AL
## 16429                                       Sabana       PR
## 16430                                Lake Roesiger       WA
## 16431                                    Normangee       TX
## 16432                                      Belview       VA
## 16433                                        Siren       WI
## 16434                                 Royal Center       IN
## 16435                                     Glasford       IL
## 16436                                       Helena       MS
## 16437                                    Coal Hill       AR
## 16438                                 Hubbard Lake       MI
## 16439                                     Stebbins       CA
## 16440                                 Indian Creek       IL
## 16441                                      Osceola       NE
## 16442                           Lopatcong Overlook       NJ
## 16443                                    Nickerson       KS
## 16444                                  Valley Head       AL
## 16445                           Santa Clara Pueblo       NM
## 16446                                         Peru       NE
## 16447                                     Rockford       TN
## 16448                                      Liberty       MS
## 16449                                       Mignon       AL
## 16450                                      Ladonia       TX
## 16451                                    Lakeville       CT
## 16452                                         Edon       OH
## 16453                                  Mifflintown       PA
## 16454                             Cottonwood Falls       KS
## 16455                                Woodlawn Park       KY
## 16456                                     Hennepin       IL
## 16457                                        Ponca       NE
## 16458                                   Round Lake       NY
## 16459                                 Russellville       MO
## 16460                                     Scranton       SC
## 16461                                         Gary       WV
## 16462                                      Wallowa       OR
## 16463                                      Clifton       ID
## 16464                            St. Lucie Village       FL
## 16465                                    Knoxville       PA
## 16466                                East Herkimer       NY
## 16467                                 Benns Church       VA
## 16468                                     Gardiner       MT
## 16469                                       Berlin       GA
## 16470                                     Hesperia       MI
## 16471                                 Diamondville       WY
## 16472                                   Crossville       IL
## 16473                                     New Site       AL
## 16474                           Grand View Estates       CO
## 16475                                      Tribune       KS
## 16476                                      Quinton       OK
## 16477                                 West Concord       MN
## 16478                                       Wadley       AL
## 16479                                      Winslow       IN
## 16480                                   Los Indios       TX
## 16481                                    Germanton       NC
## 16482                                    Montezuma       KS
## 16483                                     Stoddard       WI
## 16484                                      Gifford       IL
## 16485                                    West Bend       IA
## 16486                                   Washington       LA
## 16487                                  Stockbridge       WI
## 16488                                        Qulin       MO
## 16489                                    Stoneboro       PA
## 16490                                        Pound       VA
## 16491                                   New Berlin       TX
## 16492                                Mechanicsburg       IL
## 16493                                       Gobles       MI
## 16494                                        Buras       LA
## 16495                                       Conway       NC
## 16496                                     Eastview       TN
## 16497                             DeBordieu Colony       SC
## 16498                                     Matlacha       FL
## 16499                                     Cimarron       NM
## 16500                         San Ildefonso Pueblo       NM
## 16501                                    Patterson       GA
## 16502                                     Aulander       NC
## 16503                                  Orangeville       IL
## 16504                                  Powder Horn       WY
## 16505                                    Terrytown       NE
## 16506                                      Brandon       WI
## 16507                                    Breesport       NY
## 16508                                    Sheffield       IL
## 16509                                      Cushing       TX
## 16510                                  Blairsville       GA
## 16511                             Gallatin Gateway       MT
## 16512                                       Laguna       NM
## 16513                                    Deerfield       KS
## 16514                                     Shepherd       MT
## 16515                                 Grazierville       PA
## 16516                                   Mount Hope       KS
## 16517                                      Fremont       IA
## 16518                                   Maury City       TN
## 16519                      Misericordia University       PA
## 16520                                     Hastings       FL
## 16521                                        Trego       MT
## 16522                                 San Antonito       NM
## 16523                                       Benton       KS
## 16524                                      Maxwell       IA
## 16525                                Krotz Springs       LA
## 16526                                       Poulan       GA
## 16527                                      Pringle       PA
## 16528                                       Kansas       IL
## 16529                                     Shalimar       FL
## 16530                                     Bajandas       PR
## 16531                           Santa Fe Foothills       NM
## 16532                                         Rosa       AL
## 16533                                   Burnsville       MS
## 16534                                  Laurel Park       VA
## 16535                                    Pine Lake       GA
## 16536                               East Stone Gap       VA
## 16537                                       Newton       UT
## 16538                                      Peconic       NY
## 16539                               Patton Village       CA
## 16540                                         Weir       MS
## 16541                              Paragon Estates       CO
## 16542                                   Frenchburg       KY
## 16543                                    Cooleemee       NC
## 16544                                       Murray       CT
## 16545                                New Bethlehem       PA
## 16546                                        Porum       OK
## 16547                             Bowmans Addition       MD
## 16548                                        Hills       IA
## 16549                                East Prospect       PA
## 16550                                       Enhaut       PA
## 16551                                  North Perry       OH
## 16552                                       Bowman       SC
## 16553                                    Brookport       IL
## 16554                                       Ashkum       IL
## 16555                                   West Point       IA
## 16556                            Shenandoah Shores       VA
## 16557                                 Cedar Bluffs       NE
## 16558                                    Clay City       IL
## 16559                             Olympian Village       MO
## 16560                                White Springs       FL
## 16561                                      Redmond       UT
## 16562                                       Lowden       IA
## 16563                                       Oilton       OK
## 16564                                       Colman       SD
## 16565                                   Holly Pond       AL
## 16566                                         Lebo       KS
## 16567                                   New Castle       KY
## 16568                                    Armstrong       IA
## 16569                                       Bracey       VA
## 16570                                        Arena       WI
## 16571                                       Wilson       KS
## 16572                               Watterson Park       KY
## 16573                                       Mosses       AL
## 16574                                    Boys Town       NE
## 16575                                    Pennville       IN
## 16576                                      Rutland       OH
## 16577                                   St. Mary's       AK
## 16578                                  Carrolltown       PA
## 16579                                       Poplar       MT
## 16580                                  Burneyville       OK
## 16581                                      Moncure       NC
## 16582                                  St. Stephen       MN
## 16583                                    Mertztown       PA
## 16584                                  Flint Creek       OK
## 16585                                Carlls Corner       NJ
## 16586                                      Waldron       IN
## 16587                                       Warsaw       MN
## 16588                                          Ivy       VA
## 16589                                     Hometown       WV
## 16590                                   Kilmichael       MS
## 16591                                      Choctaw       LA
## 16592                                    Magdalena       NM
## 16593                                   Alexandria       SD
## 16594                                       Mendon       MI
## 16595                                    Cleveland       NY
## 16596                                       Oakman       AL
## 16597                               East Bernstadt       KY
## 16598                                        Boyce       VA
## 16599                               Reid Hope King       TX
## 16600                                     Fordland       MO
## 16601                                       Bolton       MS
## 16602                                    Montandon       PA
## 16603                                       Amanda       OH
## 16604                                   Port Royal       PA
## 16605                                     Van Wyck       SC
## 16606                                      Watkins       MN
## 16607                                      Netarts       OR
## 16608                                   Bloomsbury       NJ
## 16609                                       Temple       OK
## 16610                                     New Hope       TN
## 16611                                        Dulac       LA
## 16612                                      Svensen       OR
## 16613                                         Etna       OH
## 16614                                 Green Harbor       MA
## 16615                                     Vandling       PA
## 16616                                        Avery       TX
## 16617                                  Smith River       CA
## 16618                                        Marcy       NY
## 16619                                  Meyers Lake       OH
## 16620                                Monterey Park       NM
## 16621                                         Lynn       AL
## 16622                             Pioneer Junction       MT
## 16623                                       Walnut       MS
## 16624                                   Varnamtown       NC
## 16625                                        Tovey       IL
## 16626                                       Tucker       MS
## 16627                                       St. Jo       TX
## 16628                                      Clinton       MT
## 16629                                   Mooresburg       TN
## 16630                                     Ocracoke       NC
## 16631                                Annetta South       TX
## 16632                                  Soudersburg       PA
## 16633                                  Terramuggus       CT
## 16634                                        North       SC
## 16635                                        Miner       MO
## 16636                                      La Veta       CO
## 16637                                       Boyden       IA
## 16638                                    Loon Lake       WA
## 16639                                       Sebeka       MN
## 16640                                     Rib Lake       WI
## 16641                                        Cowen       WV
## 16642                                 Walnut Grove       TN
## 16643                                        Lilly       PA
## 16644                                        Holly       CO
## 16645                                       Sutton       WV
## 16646                                     Rockwood       PA
## 16647                                         Colo       IA
## 16648                                        Hills       MN
## 16649                                   Morristown       MN
## 16650                                  Pine Harbor       TX
## 16651                                       Knippa       TX
## 16652                                     Cecilton       MD
## 16653                                     Hilldale       PA
## 16654                                      Jarratt       VA
## 16655                                   Pearl City       IL
## 16656                                       Clarks       LA
## 16657                                  Canyon City       OR
## 16658                                  White Mills       PA
## 16659                                        Cumby       TX
## 16660                                     Powderly       KY
## 16661                                   Matinecock       NY
## 16662                                   Livingston       IL
## 16663                                    Houtzdale       PA
## 16664                                  Villa Calma       PR
## 16665                                  Davidsville       PA
## 16666                                    La France       SC
## 16667                                      Aquasco       MD
## 16668                                      Klawock       AK
## 16669                                  New England       ND
## 16670                                       Oscoda       MI
## 16671                                    Bell Hill       WA
## 16672                                       Greene       ME
## 16673                                Crystal Beach       NY
## 16674                               Westover Hills       TX
## 16675                                      Boswell       IN
## 16676                                     Lecompte       LA
## 16677                                    Mermentau       LA
## 16678                                    O'Donnell       TX
## 16679                                       Bryson       TX
## 16680                                   Adairville       KY
## 16681                                 Parker Strip       AZ
## 16682                                     Pinnacle       NC
## 16683                                   Bloomsdale       MO
## 16684                               Silver Springs       NY
## 16685                                    Bluewater       AZ
## 16686                                   Georgetown       PA
## 16687                                   Evansville       IL
## 16688                                      Volente       TX
## 16689                                Plymptonville       PA
## 16690                               Horseshoe Bend       ID
## 16691                                       Dexter       NY
## 16692                                        Afton       OK
## 16693                                      Deshler       NE
## 16694                                 Buffalo City       WI
## 16695                                     Cheyenne       OK
## 16696                                      Gadsden       AZ
## 16697                                    Deer Lake       PA
## 16698                                 Belle Center       OH
## 16699                                  Green River       UT
## 16700                                 Acomita Lake       NM
## 16701                                      McClure       OH
## 16702                                   St. Joseph       TN
## 16703                                Pleasant Hill       NC
## 16704                                       Marion       MI
## 16705                                       Worden       IL
## 16706                                     Tortugas       NM
## 16707                                 Science Hill       KY
## 16708                              Santa Margarita       CA
## 16709                                        Selma       OR
## 16710                                    Roachdale       IN
## 16711                                   Disputanta       VA
## 16712                                       Tivoli       NY
## 16713                                Cotton Valley       LA
## 16714                                        Sunol       CA
## 16715                                 Middle Amana       IA
## 16716                                   Knik River       AK
## 16717                                      Frontón       PR
## 16718                                 Sunrise Lake       PA
## 16719                                      Council       ID
## 16720                                       Evarts       KY
## 16721                                     Freeburg       PA
## 16722                                       Alpine       WY
## 16723                                       Jasper       MO
## 16724                                        Logan       KS
## 16725                                     Clarence       PA
## 16726                                    Sand Rock       AL
## 16727                                     Hornbeck       LA
## 16728                                    Wiconsico       PA
## 16729                                       Gibbon       MN
## 16730                                      Ashland       KS
## 16731                                        Exira       IA
## 16732                     Chevy Chase Section Five       MD
## 16733                                     Freeport       MN
## 16734                                      Raymond       IA
## 16735                                   Pilot Knob       MO
## 16736                              Mansión del Sol       PR
## 16737                                     Lilydale       MN
## 16738                                    Alburnett       IA
## 16739                                       Weiner       AR
## 16740                 Port Gamble Tribal Community       WA
## 16741                                   Gray Court       SC
## 16742                                   Basin City       WA
## 16743                               Beech Mountain       NC
## 16744                                       Onaway       MI
## 16745                                     Wellston       OK
## 16746                                    Darbydale       OH
## 16747                                  Cedar Crest       NM
## 16748                                       Ashton       IL
## 16749                                      Newborn       GA
## 16750                                 Luthersville       GA
## 16751                                      Matador       TX
## 16752                                       Colton       SD
## 16753                                   Lanesville       IN
## 16754                                Mountain Gate       CA
## 16755                                  Willow Lake       IL
## 16756                                       Ossian       IA
## 16757                                     Napoleon       ND
## 16758                                      Readlyn       IA
## 16759                                       Curtis       NE
## 16760                               Indian Springs       NV
## 16761                                 Sunlit Hills       NM
## 16762                                       Axtell       NE
## 16763                                    Grandview       IN
## 16764                                      Kinston       AL
## 16765                                      Boswell       OK
## 16766                                  New Hamburg       NY
## 16767                                    Moorcroft       WY
## 16768                                        Mason       WV
## 16769                                      Golinda       TX
## 16770                                    East Bend       NC
## 16771                                      Bremond       TX
## 16772                             Penn State Berks       PA
## 16773                               Grand Junction       IA
## 16774                            Blue Ridge Shores       VA
## 16775                                 Pardeesville       PA
## 16776                                   Mill Creek       WV
## 16777                                        Bogue       NC
## 16778                                       Monroe       OR
## 16779                                    Roseville       IL
## 16780                                    Light Oak       NC
## 16781                                      Chemung       IL
## 16782                                  Belle Terre       NY
## 16783                                    Pendleton       TX
## 16784                                     Pembroke       KY
## 16785                                   Quasqueton       IA
## 16786                                        Parks       LA
## 16787                                       Elkton       MI
## 16788                                       Carson       IA
## 16789                               Fallon Station       NV
## 16790                              South La Paloma       TX
## 16791                              Cammack Village       AR
## 16792                                  Copake Lake       NY
## 16793                                  Sharpsville       IN
## 16794                                     Pellston       MI
## 16795                                 Gilbertville       IA
## 16796                                     Addyston       OH
## 16797                              Bigelow Corners       CT
## 16798                                 Pickensville       AL
## 16799                                      Ashmore       IL
## 16800                                      Memphis       IN
## 16801                                          Ulm       MT
## 16802                                    La Center       KY
## 16803                                       Chatom       AL
## 16804                               Blooming Grove       TX
## 16805                          North Topsail Beach       NC
## 16806                                       Quapaw       OK
## 16807                                    Northwest       NC
## 16808                                      Wauzeka       WI
## 16809                                     Franklin       ID
## 16810                                  West Warren       MA
## 16811                                       Gaston       IN
## 16812                                  Sugar Grove       VA
## 16813                                      Minkler       CA
## 16814                              Skyland Estates       VA
## 16815                               Taconic Shores       NY
## 16816                                Fountain City       WI
## 16817                              Chesapeake City       MD
## 16818                                    Courtland       MS
## 16819                                     Seligman       MO
## 16820                                      Quitman       AR
## 16821                                       Wiscon       FL
## 16822                                    Melbourne       IA
## 16823                                     Prospect       NC
## 16824                                     Scranton       KS
## 16825                                       Duncan       AZ
## 16826                                         Dale       SC
## 16827                                  Fern Forest       HI
## 16828                         Ingleside on the Bay       TX
## 16829                                 Green Valley       IL
## 16830                                     Hillside       NY
## 16831                                        Utica       MS
## 16832                                        Vader       WA
## 16833                                      Doe Run       MO
## 16834                                    Elizabeth       WV
## 16835                                       Oneida       IL
## 16836                             Upper Bear Creek       CO
## 16837                                      Oshkosh       NE
## 16838                                        Pepin       WI
## 16839                                       Bingen       WA
## 16840                                 Valley Brook       OK
## 16841                                      Shannon       IL
## 16842                                  Cheneyville       LA
## 16843                                    Grapeview       WA
## 16844                                        Lenox       GA
## 16845                                     Woolrich       PA
## 16846                                     Sterling       OK
## 16847                                   Reeseville       WI
## 16848                                       Refton       PA
## 16849                                 Spring Ridge       PA
## 16850                                    Whitecone       AZ
## 16851                                     Le Grand       IA
## 16852                                 Sioux Rapids       IA
## 16853                               Walnut Springs       TX
## 16854                                        Eldon       IA
## 16855                                Solon Springs       WI
## 16856                                       Plains       GA
## 16857                                 Independence       CA
## 16858                                    New Haven       KY
## 16859                                  Winter Park       CO
## 16860                                     San Jose       NM
## 16861                                     Golconda       IL
## 16862                                         Weir       KS
## 16863                               Pamelia Center       NY
## 16864                                   Grove City       MN
## 16865                                    Remington       VA
## 16866                             Livingston Manor       NY
## 16867                                  Rock Island       OK
## 16868                                  Waynesville       GA
## 16869                                 Kapp Heights       PA
## 16870                             Bradley Junction       FL
## 16871                                 Coulterville       IL
## 16872                                     Bartelso       IL
## 16873                                      Hanover       IL
## 16874                                      Paguate       NM
## 16875                                     Duck Key       FL
## 16876                               Catheys Valley       CA
## 16877                                        Avoca       AR
## 16878                                       Idamay       WV
## 16879                                     Grayland       WA
## 16880                                 Belle Vernon       PA
## 16881                                    Chumuckla       FL
## 16882                                     Woodhull       IL
## 16883                                 Marble Cliff       OH
## 16884                                     Quebrada       PR
## 16885                                     Elsinore       UT
## 16886                                  Inman Mills       SC
## 16887                                      Waynoka       OK
## 16888                                        Geary       OK
## 16889                                       Oxford       NE
## 16890                                     La Belle       MO
## 16891                               Little Hocking       OH
## 16892                                     Danville       WV
## 16893                               Falcon Heights       OR
## 16894                                  Hamersville       OH
## 16895                                         Zena       NY
## 16896                                    Kernville       CA
## 16897                                     Wildwood       GA
## 16898                                      Sabinal       TX
## 16899                                  Cranesville       PA
## 16900                                   Munds Park       AZ
## 16901                                      Ruthven       IA
## 16902                                   Greensboro       FL
## 16903                                     Tidioute       PA
## 16904                                        Elgin       IA
## 16905                                      Midvale       OH
## 16906                                     Highmore       SD
## 16907                                   Fieldbrook       CA
## 16908                                     Kingston       GA
## 16909                               Kettleman City       CA
## 16910                                 Chesterfield       TN
## 16911                                     Rockport       AR
## 16912                                  Valle Vista       NM
## 16913                                     Hopedale       IL
## 16914                              Sherwood Shores       TX
## 16915                                        Dover       ID
## 16916                                  Masaryktown       FL
## 16917                               South Cle Elum       WA
## 16918                                  Millersburg       IN
## 16919                                     Chenequa       WI
## 16920                                      Swansea       SC
## 16921                                   Enterprise       KS
## 16922                                    Van Horne       IA
## 16923                                       Jewett       TX
## 16924                                     Clarkton       NC
## 16925                                       Chevak       AK
## 16926                                   Queenstown       MD
## 16927                                  Wheelwright       KY
## 16928                                         Inez       KY
## 16929                                       Dugger       IN
## 16930                                    Stillmore       GA
## 16931                                      Henning       MN
## 16932                                      Screven       GA
## 16933                                Ponce de Leon       FL
## 16934                                    Oldenburg       IN
## 16935                                    Truesdale       MO
## 16936                                       Nevada       OH
## 16937                                         Eden       WI
## 16938                                    Coldwater       KS
## 16939                                   Downsville       MD
## 16940                               Sunset Village       GA
## 16941                                      Harmony       IN
## 16942                                     Sycamore       OH
## 16943                                    Englewood       PA
## 16944                               West Pittsburg       PA
## 16945                                   Cumberland       OK
## 16946                                  Lyndonville       NY
## 16947                                       Gaston       NC
## 16948                                  Clay Center       NE
## 16949                                       Oxford       AR
## 16950                                       Tipton       PA
## 16951                               Rockaway Beach       MO
## 16952                                      Wanblee       SD
## 16953                                        Fouke       AR
## 16954                                Marshallville       OH
## 16955                                    Lakeville       NY
## 16956                                      Sanford       MI
## 16957                                       Victor       MT
## 16958                                        Dewar       OK
## 16959                                      Waleska       GA
## 16960                                      La Jara       CO
## 16961                               Chain O' Lakes       WI
## 16962                                      Glasgow       WV
## 16963                                      Clifton       SC
## 16964                                        Notus       ID
## 16965                                Windfall City       IN
## 16966                                       Mantua       OH
## 16967                                    Ainsworth       IA
## 16968                                     Sterrett       AL
## 16969                              Clearview Acres       WY
## 16970                                  Silver City       NC
## 16971                                    Ellendale       DE
## 16972                                       Albany       IL
## 16973                                     Hartland       MI
## 16974                                      Potomac       IL
## 16975                                    Briaroaks       TX
## 16976                                   Salt Creek       CO
## 16977                                 Potomac Park       MD
## 16978                                    Earlville       NY
## 16979                                      Sarepta       LA
## 16980                                  Rouzerville       PA
## 16981                                  Laytonville       CA
## 16982                                     Springer       OK
## 16983                                Virginia City       NV
## 16984                                       Walker       IA
## 16985                                     Haviland       KS
## 16986                                     Antelope       SD
## 16987                                      Dunkirk       OH
## 16988                                Brasher Falls       NY
## 16989                                    Lone Rock       WI
## 16990                                   West Point       CA
## 16991                                     Allenton       WI
## 16992                                      Wallace       CA
## 16993                                      Calumet       MI
## 16994                                Pleasantville       PA
## 16995                                  Congerville       IL
## 16996                                       Orrick       MO
## 16997                                Fort Chiswell       VA
## 16998                                       Savona       NY
## 16999                             Ocean Isle Beach       NC
## 17000                                     Humphrey       NE
## 17001                                      Everson       PA
## 17002                                      Overton       NE
## 17003                                     Whitelaw       WI
## 17004                                 Bentleyville       OH
## 17005                                      Prewitt       NM
## 17006                                    Lake City       MI
## 17007                              Pleasant Plains       IL
## 17008                                       Wilton       ND
## 17009                           Iron Mountain Lake       MO
## 17010                                    Ohio City       OH
## 17011                                   Owensville       OH
## 17012                                    St. Clair       MN
## 17013                                     Vineland       MN
## 17014                                 Teec Nos Pos       AZ
## 17015                                     Riverton       KS
## 17016                                     Redfield       IA
## 17017                                   Birnamwood       WI
## 17018                                       Monroe       IN
## 17019                                     Elkville       IL
## 17020                                         Ryan       OK
## 17021                                     Hagerman       NM
## 17022                                Lake Tomahawk       OH
## 17023                                     Stafford       KS
## 17024                                     Ringtown       PA
## 17025                                  Elmore City       OK
## 17026                                   Cambalache       PR
## 17027                               Lyndon Station       WI
## 17028                                      Volcano       HI
## 17029                                    Millville       CA
## 17030                                   Yatesville       PA
## 17031                                   Cedarville       NJ
## 17032                                        Tatum       NM
## 17033                                Pleasant View       PA
## 17034                                        Wayne       OK
## 17035                                  Newtonville       NJ
## 17036                                     Pinewood       SC
## 17037                                       Downey       ID
## 17038                                       Hamden       OH
## 17039                                    Homecroft       IN
## 17040                                    Meeteetse       WY
## 17041                                Stewartsville       MO
## 17042                                     Valliant       OK
## 17043                                    Lime Lake       NY
## 17044                                       Hebron       ND
## 17045                                      Detroit       TX
## 17046                                       Condon       OR
## 17047                            South Coffeyville       OK
## 17048                               Milford Center       OH
## 17049                                  Clallam Bay       WA
## 17050                                     Eden Roc       HI
## 17051                                  Rocky Point       OK
## 17052                                 New Hartford       IA
## 17053                                   Niederwald       TX
## 17054                                       Beatty       NV
## 17055                               Mulberry Grove       IL
## 17056                                        Akins       OK
## 17057                                   Rivesville       WV
## 17058                                  Hollow Rock       TN
## 17059                                      Halaula       HI
## 17060                                      Hedrick       IA
## 17061                                      Jolivue       VA
## 17062                                  Empire City       OK
## 17063                                      Corinne       UT
## 17064                                      Crowder       MS
## 17065                                      Newland       NC
## 17066                              Bear River City       UT
## 17067                             Lake Saint Clair       MO
## 17068                              Sewickley Hills       PA
## 17069                                        Bovey       MN
## 17070                                     Bradbury       CA
## 17071                                        Leeds       UT
## 17072                              Thunderbird Bay       TX
## 17073                                     Franklin       KS
## 17074                                 Sanbornville       NH
## 17075                                  John Sevier       TN
## 17076                                Corriganville       MD
## 17077                                   White Swan       WA
## 17078                                   Eau Claire       MI
## 17079                                  Kezar Falls       ME
## 17080                                   Interlaken       NJ
## 17081                                      Hubbell       MI
## 17082                                 Shelter Cove       CA
## 17083                                  Green Acres       ND
## 17084                                 Edisto Beach       SC
## 17085                                      Niantic       IL
## 17086                                 Fripp Island       SC
## 17087                                 Palmona Park       FL
## 17088                                      Lincoln       DE
## 17089                                        Perry       MO
## 17090                                    Frankfort       KS
## 17091                                     Hydetown       PA
## 17092                                       Hardin       IL
## 17093                                    Millerton       CA
## 17094                                      Sanders       AZ
## 17095                                      Ashland       MT
## 17096                              New Chapel Hill       TX
## 17097                                  Brownsville       WI
## 17098                                      Hollins       AL
## 17099                                   Mound City       KS
## 17100                                    Palestine       AR
## 17101                                     Leesburg       IN
## 17102                                      Harwood       ND
## 17103                                     Lewiston       MI
## 17104                               Hunting Valley       OH
## 17105                                Erlands Point       WA
## 17106                                      Holcomb       MO
## 17107                                   El Refugio       TX
## 17108                                       Newman       IL
## 17109                                      Imboden       AR
## 17110                                     Superior       MT
## 17111                                   Fairchilds       TX
## 17112                                 Mineral City       OH
## 17113                                 Hickory Flat       MS
## 17114                                    Wellsburg       IA
## 17115                                Schall Circle       FL
## 17116                              Pleasant Valley       AK
## 17117                                   Attapulgus       GA
## 17118                                       Viborg       SD
## 17119                                      Drayton       ND
## 17120                                     Burr Oak       MI
## 17121                                    Kerkhoven       MN
## 17122                                       Texico       NM
## 17123                                      Hickman       CA
## 17124                                       McBain       MI
## 17125                                   Derby Line       VT
## 17126                                         Etna       CA
## 17127                                       Almena       WI
## 17128                                      De Kalb       MS
## 17129                                    Wickliffe       KY
## 17130                                       Camden       NC
## 17131                                        Atlas       PA
## 17132                                     Driscoll       TX
## 17133                                Beulah Valley       CO
## 17134                                      Ventura       NM
## 17135                             North Middletown       KY
## 17136                                       Steele       ND
## 17137                                  Grantsville       MD
## 17138                                   Rocky Hill       NJ
## 17139                                       Delano       TN
## 17140                           Lake Colorado City       TX
## 17141                                  Black Eagle       MT
## 17142                                Freelandville       IN
## 17143                              North San Pedro       TX
## 17144                                       Osmond       NE
## 17145                                  Lake Santee       IN
## 17146                               Beaver Springs       PA
## 17147                                      Hilltop       OH
## 17148                                      Nuiqsut       AK
## 17149                                    Brookside       OH
## 17150                                    La Moille       IL
## 17151                                       Salcha       AK
## 17152                                       Michie       TN
## 17153                               Blanchardville       WI
## 17154                                 Mount Jewett       PA
## 17155                                      Granite       UT
## 17156                                       Morven       GA
## 17157                                     Garrison       KY
## 17158                                      Atlanta       IN
## 17159                                     Kinmundy       IL
## 17160                                      Teachey       NC
## 17161                                      Merrill       OR
## 17162                                      Chester       MT
## 17163                                     Montreal       WI
## 17164                                      Coleman       WI
## 17165                                     Crescent       GA
## 17166                                     McGregor       IA
## 17167                                      Hackett       AR
## 17168                                     Viburnum       MO
## 17169                             Rushford Village       MN
## 17170                                    May Creek       WA
## 17171                                  Hightsville       NC
## 17172                                       Kersey       PA
## 17173                              Route 7 Gateway       CT
## 17174                                   Mound City       IL
## 17175                                Fountain City       IN
## 17176                                    Ellenboro       NC
## 17177                                      Hubbard       IA
## 17178                                      Winfall       NC
## 17179                                   Taylortown       NC
## 17180                                West Winfield       NY
## 17181                                Heath Springs       SC
## 17182                                     McIntosh       MN
## 17183                                      Liberal       MO
## 17184                                    Gibraltar       PA
## 17185                                  Nortonville       KS
## 17186                                   Reece City       AL
## 17187                             Key Colony Beach       FL
## 17188                                  Rich Square       NC
## 17189                                     Chauncey       OH
## 17190                                    Lost City       OK
## 17191                                   Queen City       MO
## 17192                                         Alma       WI
## 17193                                   San Miguel       NM
## 17194                                        Isola       MS
## 17195                                        Kiowa       KS
## 17196                                       Koppel       PA
## 17197                                   Garnavillo       IA
## 17198                                   Santa Rosa       AZ
## 17199                                      Corydon       KY
## 17200                                     Crescent       IA
## 17201                                        Kress       TX
## 17202                                     Longport       NJ
## 17203                                Painted Hills       IN
## 17204                                    Chattaroy       WV
## 17205                                         Arco       ID
## 17206                                     Roseland       IN
## 17207                                        Cosby       TN
## 17208                                        Tekoa       WA
## 17209                                      Morrill       NE
## 17210                                   Copenhagen       NY
## 17211                                   Taycheedah       WI
## 17212                            Melbourne Village       FL
## 17213                     Marco Shores-Hammock Bay       FL
## 17214                                      Keefton       OK
## 17215                                       Ramona       OK
## 17216                               West Mansfield       OH
## 17217                                 Hollow Creek       KY
## 17218                                  East Newnan       GA
## 17219                                       Keiser       AR
## 17220                                    Mossyrock       WA
## 17221                                       Mullan       ID
## 17222                                     Faulkton       SD
## 17223                                 Lake Latonka       PA
## 17224                                      Norwood       MO
## 17225                                     Karlstad       MN
## 17226                                     Anguilla       MS
## 17227                               Belle Fontaine       AL
## 17228                                    Swea City       IA
## 17229                             Wonderland Homes       SD
## 17230                                  Nassau Lake       NY
## 17231                                  Valley City       OH
## 17232                                       Coggon       IA
## 17233                                         Spur       TX
## 17234                                    Payne Gap       KY
## 17235                                    Nicholson       PA
## 17236                                       Tyrone       NM
## 17237                                       Lacona       NY
## 17238                                    Woodridge       NY
## 17239                                   Stonington       IL
## 17240                               Oriskany Falls       NY
## 17241                                      Dighton       KS
## 17242                                     Tetherow       OR
## 17243                                Barnardsville       NC
## 17244                                   Stewardson       IL
## 17245                                     Scotland       SD
## 17246                                  Turbotville       PA
## 17247                                        Athol       ID
## 17248                                       McLean       IL
## 17249                                   Belleville       AR
## 17250                                      Schwana       WA
## 17251                                    Saltsburg       PA
## 17252                                        Adams       MN
## 17253                                   Chamberino       NM
## 17254                                   Cedar Hill       NM
## 17255                                       Golden       IL
## 17256                                         Avon       SD
## 17257                                    Summerton       SC
## 17258                                      Aguanga       CA
## 17259                              Dobbins Heights       NC
## 17260                                     Reynolds       GA
## 17261                                         Roff       OK
## 17262                                        McRae       AR
## 17263                                       Alexis       IL
## 17264                                  Bloomington       WI
## 17265                                     Hartford       IA
## 17266                                 West Lebanon       IN
## 17267                                   Wheatfield       IN
## 17268                                       Rawson       OH
## 17269                                     Morrison       OK
## 17270                                    Stratford       IA
## 17271                              North Brentwood       MD
## 17272                                        Varna       NY
## 17273                                 Prairie City       OR
## 17274                                         Ubly       MI
## 17275                                    Greenbush       MN
## 17276                              Pine Brook Hill       CO
## 17277                                         Eads       CO
## 17278                                    Pittsford       MI
## 17279                                 Russellville       OH
## 17280                                          Ida       MI
## 17281                                 Cattle Creek       CO
## 17282                                      Bergman       AR
## 17283                                Teton Village       WY
## 17284                                 Hooversville       PA
## 17285                                       Camden       MI
## 17286                                   Wiley Ford       WV
## 17287                             Gun Club Estates       FL
## 17288                                      Marengo       IN
## 17289                                        Allen       SD
## 17290                                     Wildwood       TX
## 17291                                   Trout Lake       WA
## 17292                                        Dover       MN
## 17293                                     Betances       PR
## 17294                                    Greenwood       MN
## 17295                                        Alpha       IL
## 17296                                  Forestville       NY
## 17297                                       Orient       OR
## 17298                                      Hessmer       LA
## 17299                                       Shelby       NE
## 17300                                      Hilltop       WV
## 17301                                      Maguayo       PR
## 17302                             Blue Ridge Manor       KY
## 17303                       Oljato-Monument Valley       UT
## 17304                                       Moscow       TN
## 17305                                    Saugatuck       MI
## 17306                                      Cordova       IL
## 17307            University of Pittsburgh Bradford       PA
## 17308                                      Sonoita       AZ
## 17309                                         Ruby       MI
## 17310                               Beaver Meadows       PA
## 17311                                     Bertrand       NE
## 17312                                  Rising Star       TX
## 17313                                   Woonsocket       SD
## 17314                                   What Cheer       IA
## 17315                                  Waynesfield       OH
## 17316                                    Courtland       MN
## 17317                                       Naches       WA
## 17318                                   Clear Lake       MN
## 17319                                         Mesa       WA
## 17320                        Robin Glen-Indiantown       MI
## 17321                                        Gratz       PA
## 17322                                      Trenton       TX
## 17323                                   Pine Ridge       SC
## 17324                                      Joaquin       TX
## 17325                                   Falls City       TX
## 17326                                   Unalakleet       AK
## 17327                                      Jetmore       KS
## 17328                                      Hosford       FL
## 17329                                      Buffalo       OH
## 17330                                  Juniata Gap       PA
## 17331                              Dahlgren Center       VA
## 17332                                       Norris       SC
## 17333                                       Attica       OH
## 17334                                 St. Michaels       AZ
## 17335                                      Loretto       MN
## 17336                                      Elmwood       NE
## 17337                                 Queen Valley       AZ
## 17338                                       Scooba       MS
## 17339                                      Beverly       WV
## 17340                                       Wataga       IL
## 17341                                   Blairstown       IA
## 17342                                    Cleveland       MN
## 17343                                       Agency       MO
## 17344                                       Bolton       OH
## 17345                                   Cartwright       OK
## 17346                                     Grenloch       NJ
## 17347                                     Cardwell       MO
## 17348                                       Molena       GA
## 17349                                 Stetsonville       WI
## 17350                               Central Valley       UT
## 17351                                    Blackduck       MN
## 17352                                Phil Campbell       AL
## 17353                           Upper Witter Gulch       CO
## 17354                                        Niota       TN
## 17355                                        Arlee       MT
## 17356                                 Raymondville       MO
## 17357                                  Sunset Lake       NJ
## 17358                                     Glendale       OR
## 17359                                   Vista West       WY
## 17360                                Arcadia Lakes       SC
## 17361                                      Trimont       MN
## 17362                                        Cairo       OH
## 17363                                         Howe       OK
## 17364                                      Kreamer       PA
## 17365                                      Waverly       WV
## 17366                                     Syracuse       OH
## 17367                                    Brimfield       IL
## 17368                                   Fieldsboro       NJ
## 17369                                      Raymond       MN
## 17370                                Francis Creek       WI
## 17371                            Lake of the Woods       CA
## 17372                                 Wood Heights       MO
## 17373                                       Farina       IL
## 17374                                     Bardwell       KY
## 17375                            Stony Creek Mills       PA
## 17376                                    Oak Creek       CO
## 17377                                        Adair       OK
## 17378                                       Walton       IN
## 17379                                      Pickett       OK
## 17380                                    Oak Grove       TX
## 17381                                     Millwood       NY
## 17382                                       Bryant       SD
## 17383                                    Wadsworth       NV
## 17384                                      Parkway       MO
## 17385                                        Piñas       PR
## 17386                                        Lyons       OH
## 17387                                    Tabernash       CO
## 17388                                      Calhoun       KY
## 17389                                      Chester       GA
## 17390                                    Talbotton       GA
## 17391                                   Idaho City       ID
## 17392                                 Arendtsville       PA
## 17393                                       Virgin       UT
## 17394                                        Floyd       AR
## 17395                                    Indianola       CA
## 17396                                      Coleman       FL
## 17397                            Sewickley Heights       PA
## 17398                                       Armour       SD
## 17399                                    Sharptown       MD
## 17400                        Renaissance at Monroe       NJ
## 17401                                  New Harmony       IN
## 17402                                       Folsom       LA
## 17403                                        Kirby       AR
## 17404                                     Landfall       MN
## 17405                                      Tuscola       TX
## 17406                                      Supreme       LA
## 17407                                  Union Grove       TX
## 17408                                    Red Creek       NY
## 17409                                     Fallston       NC
## 17410                              Arizona Village       AZ
## 17411                               Olde Stockdale       CA
## 17412                                   Colmesneil       TX
## 17413                                  Betsy Layne       KY
## 17414                                     Fairplay       CO
## 17415                                Gaylordsville       CT
## 17416                                      Hoboken       GA
## 17417                                 Sylvan Beach       NY
## 17418                                        Gwynn       VA
## 17419                                      Arcadia       OH
## 17420                                     Fairview       AL
## 17421                                   Pine Ridge       AL
## 17422                                      Loretto       KY
## 17423                                     Fieldale       VA
## 17424                                  Grey Forest       TX
## 17425                                        Salem       NM
## 17426                                          Ray       ND
## 17427                                       Hatton       ND
## 17428                                        Eleva       WI
## 17429                                   Sciotodale       OH
## 17430                                       Manila       CA
## 17431                                       Galena       MD
## 17432                                       Esmont       VA
## 17433                                      Sawmill       AZ
## 17434                   Silver Springs Shores East       FL
## 17435                                     Minneola       KS
## 17436                                  Twin Valley       MN
## 17437                                        Sligo       PA
## 17438                                    Mendocino       CA
## 17439                                       Beemer       NE
## 17440                                        Hardy       AR
## 17441                                       Lolita       TX
## 17442                                  Warrenville       SC
## 17443                                      Tyronza       AR
## 17444                                      Tampico       IL
## 17445                            Patterson Heights       PA
## 17446                                     Killdeer       ND
## 17447                            North Light Plant       NM
## 17448                                     Stockton       MN
## 17449                                    Park City       KY
## 17450                                        Paoli       OK
## 17451                                   Turbeville       SC
## 17452                               Hardwood Acres       MI
## 17453                                        Lyons       IN
## 17454                                 Waverly Hall       GA
## 17455                                     Grayhawk       MO
## 17456                                Hilltop Lakes       TX
## 17457                                  St. Charles       IA
## 17458                                     Ringwood       IL
## 17459                                       Winton       NC
## 17460                                        Lyons       NE
## 17461                                Columbiaville       MI
## 17462                                      Wonewoc       WI
## 17463                                     Morrison       TN
## 17464                                     Hinckley       UT
## 17465                                 White Cliffs       NM
## 17466                                   New Cuyama       CA
## 17467                                   Cedarville       CA
## 17468                                        Paris       ID
## 17469                                        Rolfe       IA
## 17470                                        Rodey       NM
## 17471                                   Yates City       IL
## 17472                                      Hancock       MN
## 17473                                     Bradford       IL
## 17474                                     Lakeside       OH
## 17475                                Chippewa Lake       OH
## 17476                                     Montrose       IA
## 17477                                        Burke       SD
## 17478                                     Cokeburg       PA
## 17479                                  White Earth       MN
## 17480                                  Little Rock       SC
## 17481                                     Peletier       NC
## 17482                                 Williamsburg       CO
## 17483                                     Tiskilwa       IL
## 17484                                   Piper City       IL
## 17485                                     Redwater       MS
## 17486                                        Muddy       MT
## 17487                                    Allendale       IL
## 17488                                     Hamilton       VA
## 17489                                      Carnuel       NM
## 17490                                   Dennehotso       AZ
## 17491                                Oneida Castle       NY
## 17492                                   Sandy Hook       KY
## 17493                                      Holland       IN
## 17494                                        Plain       WI
## 17495                                      Ridgway       IL
## 17496                                     Oak City       UT
## 17497                                    Allenwood       NJ
## 17498                                      Paradis       LA
## 17499                                    Big Sandy       MT
## 17500                                    McConnell       WV
## 17501                                 Walnut Grove       MN
## 17502                                    Underwood       ND
## 17503                                       Watson       IL
## 17504                           South Mount Vernon       OH
## 17505                                Jacksons' Gap       AL
## 17506                                      Kimball       MN
## 17507                                       Milton       KY
## 17508                                   Unionville       NY
## 17509                                     New Hope       VA
## 17510                                       Parkin       AR
## 17511                                       Dierks       AR
## 17512                                   Sequatchie       TN
## 17513                                   Loch Lloyd       MO
## 17514                                    Langeloth       PA
## 17515                                    Hookerton       NC
## 17516                                       Harrah       WA
## 17517                                      Yachats       OR
## 17518                                     Taconite       MN
## 17519                                  Ozark Acres       AR
## 17520                                       Tonica       IL
## 17521                                    Bloomdale       OH
## 17522                                   Dove Creek       CO
## 17523                                    Jonesburg       MO
## 17524                                         Dale       WI
## 17525                                     Our Town       AL
## 17526                                   New Berlin       PA
## 17527                                     Morganza       LA
## 17528                                    Manokotak       AK
## 17529                                      Yarnell       AZ
## 17530                                    Wheatland       MT
## 17531                                    Cassville       WI
## 17532                                      Bucklin       KS
## 17533                                     Jennings       FL
## 17534                                Conneautville       PA
## 17535                                   Silverhill       AL
## 17536                                      Johnson       OK
## 17537                                       Gillis       LA
## 17538                                      Kenwood       CA
## 17539                                        Onaga       KS
## 17540                                    Uniontown       KY
## 17541                                       Roslyn       WA
## 17542                                     Belfield       ND
## 17543                                       Minden       IA
## 17544                                Junction City       AR
## 17545                                  Millerstown       PA
## 17546                                       George       WA
## 17547                                      Lafitte       LA
## 17548                                     Paradise       UT
## 17549                                  Misenheimer       NC
## 17550                                   Lockesburg       AR
## 17551                                          Lee       FL
## 17552                               Taylor Springs       IL
## 17553                                       Nelson       AZ
## 17554                                    Hermitage       MO
## 17555                                      Carlock       IL
## 17556                               McClellanville       SC
## 17557                                    Silverton       TX
## 17558                                  Josephville       MO
## 17559                            Rancho Mesa Verde       AZ
## 17560                              Forest Junction       WI
## 17561                               Kinsman Center       OH
## 17562                                   Waterville       KS
## 17563                                       Rosman       NC
## 17564                                       Isleta       NM
## 17565                                 Happy Valley       AK
## 17566                             Washington Grove       MD
## 17567                                   Middletown       MI
## 17568                                       Akutan       AK
## 17569                                      Puryear       TN
## 17570                                 Pultneyville       NY
## 17571                                     Edenburg       PA
## 17572                                      Watauga       TN
## 17573                                        Lynch       KY
## 17574                                      Graford       TX
## 17575                                     Fairmont       NE
## 17576                                    Fairfield       MT
## 17577                                   Hailesboro       NY
## 17578                                 Central City       AR
## 17579                                      Reddell       LA
## 17580                                  Valle Vista       TX
## 17581                                   Ansonville       NC
## 17582                                   Brownsdale       MN
## 17583                                      Russell       IA
## 17584                                   Round Hill       VA
## 17585                                     Mesquite       NM
## 17586                                    Weaubleau       MO
## 17587                                     Asherton       TX
## 17588                                    Bucksport       SC
## 17589                                         Rote       PA
## 17590                                  San Perlita       TX
## 17591                                    Deer Park       CA
## 17592                                     Leesburg       AL
## 17593                                  Morning Sun       IA
## 17594                                      Addison       AL
## 17595                                     Parkdale       MI
## 17596                                     Scribner       NE
## 17597                               Highland Hills       OH
## 17598                                     Camptown       VA
## 17599                          Voladoras Comunidad       PR
## 17600                               Jeffersonville       VT
## 17601                                     Dunseith       ND
## 17602                                       Hardin       TX
## 17603                                    Heuvelton       NY
## 17604                                  Harveysburg       OH
## 17605                           Lake Medina Shores       TX
## 17606                                       Patoka       IL
## 17607                                       Bluffs       IL
## 17608                                    Lake City       TX
## 17609                                      El Paso       AR
## 17610                                   Ferrelview       MO
## 17611                                        Clark       PA
## 17612                                       Oxford       IA
## 17613                                    Weedville       PA
## 17614                                         Mina       SD
## 17615                                       Valier       IL
## 17616                                        Elgin       NE
## 17617                                Vienna Center       OH
## 17618                                       Mendon       OH
## 17619                                   Glen Ullin       ND
## 17620                                    Escalante       UT
## 17621                                     Botsford       CT
## 17622                                  St. Bernice       IN
## 17623                                     Sunsites       AZ
## 17624                                      Cambria       WI
## 17625                                       Frisco       NC
## 17626                                     Rosedale       IN
## 17627                                       Vernon       FL
## 17628                                        Leola       AR
## 17629                                      Hoffman       IL
## 17630                                      Cohutta       GA
## 17631                                    Lakeville       IN
## 17632                                   Williamson       GA
## 17633                                      Hoffman       NC
## 17634                            East Tulare Villa       CA
## 17635                                       Sardis       AR
## 17636                                        Paris       PA
## 17637                                     Schaller       IA
## 17638                                      Chatham       LA
## 17639                                  Haileyville       OK
## 17640                                    Palo Seco       PR
## 17641                                     Seligman       AZ
## 17642                                    Caseville       MI
## 17643                                       Bolton       NC
## 17644                        Charlotte Court House       VA
## 17645                                 South Weldon       NC
## 17646                                      Manilla       IA
## 17647                                       Gideon       MO
## 17648                                    Polkville       MS
## 17649                                    Fairfield       PA
## 17650                                    Mathiston       MS
## 17651                                      Zavalla       TX
## 17652                                 Farmersville       IL
## 17653                                     Sherrard       IL
## 17654                                        Bowen       IL
## 17655                                   Timberlake       OH
## 17656                                     Lynnview       KY
## 17657                                    Wall Lake       IA
## 17658                                         Cove       OR
## 17659                                       Shelby       IA
## 17660                                  Corbin City       NJ
## 17661                                      Wyocena       WI
## 17662                            Apple Canyon Lake       IL
## 17663                                       Diablo       CA
## 17664                                      Oakwood       TX
## 17665                                       Dubois       WY
## 17666                                     Saybrook       IL
## 17667                                    Peninsula       OH
## 17668                                    Davenport       CA
## 17669                                       Leeton       MO
## 17670                                       Cowley       WY
## 17671                             Wilroads Gardens       KS
## 17672                              Blue Berry Hill       TX
## 17673                                     Leighton       AL
## 17674                                   North Gate       CA
## 17675                                  Pilot Grove       MO
## 17676                                    Rose City       MI
## 17677                                       Adrian       GA
## 17678                                   North City       IL
## 17679                                       Wilson       LA
## 17680                                 Chester Hill       PA
## 17681                                     Caliente       NV
## 17682                                       Walnut       IA
## 17683                                 Lake Carroll       IL
## 17684                                 Middlebourne       WV
## 17685                                  Cannonsburg       KY
## 17686                                    Red Cross       NC
## 17687                                 Benton Ridge       OH
## 17688                                     Wittmann       AZ
## 17689                               Plandome Manor       NY
## 17690                                Barboursville       VA
## 17691                                       Tipton       OK
## 17692                                    Mer Rouge       LA
## 17693                                      Taholah       WA
## 17694                               Sycamore Hills       MO
## 17695                                     Stratton       CO
## 17696                                   Ochlocknee       GA
## 17697                                       Neopit       WI
## 17698                             Fawn Lake Forest       PA
## 17699                                     Dahlgren       IL
## 17700                               Indian Springs       TX
## 17701                                  Brooksville       KY
## 17702                                      Corsica       SD
## 17703                              Palatine Bridge       NY
## 17704                                    Polvadera       NM
## 17705                                      Ketchum       OK
## 17706                                     Deemston       PA
## 17707                                  Peña Blanca       NM
## 17708                                 Silver Cliff       CO
## 17709                                        Hokah       MN
## 17710                                    Lily Lake       WI
## 17711                                         Muir       MI
## 17712                                   Littlefork       MN
## 17713                                       Benoit       MS
## 17714                                    Nelliston       NY
## 17715                          Marine on St. Croix       MN
## 17716                                        Mulga       AL
## 17717                                Mount Calvary       WI
## 17718                                  Nelsonville       NY
## 17719                            Beersheba Springs       TN
## 17720                                   Beach City       OH
## 17721                                    Clarkston       UT
## 17722                                  Lake Winola       PA
## 17723                                      Andrews       FL
## 17724                                        Milan       GA
## 17725                                        Salem       KY
## 17726                                 Port Sanilac       MI
## 17727                                        Joppa       AL
## 17728                                   Campobello       SC
## 17729                                        Emlyn       KY
## 17730                                    McRoberts       KY
## 17731                                 Central City       CO
## 17732                               Woodland Hills       KY
## 17733                                   Castlewood       SD
## 17734                                  St. Francis       SD
## 17735                                  Piney Grove       GA
## 17736                                      Ettrick       WI
## 17737                                 Penney Farms       FL
## 17738                                     Franklin       IL
## 17739                                  Eastborough       KS
## 17740                                   Many Farms       AZ
## 17741                               Mokelumne Hill       CA
## 17742                                   Millington       MD
## 17743                                        Alden       MN
## 17744                                       Marion       LA
## 17745                                      Chesnee       SC
## 17746                                     Cherokee       KS
## 17747                                          War       WV
## 17748                                    Marquette       KS
## 17749                                    Middleton       TN
## 17750                             New Straitsville       OH
## 17751                                  Bella Villa       MO
## 17752                                     Bardwell       TX
## 17753                                          Guy       AR
## 17754                                    Hillcrest       TX
## 17755                                    Hillsboro       AL
## 17756                            North Philipsburg       PA
## 17757                                      Shipman       IL
## 17758                                        Hanna       WY
## 17759                                  St. Meinrad       IN
## 17760                                  New Tripoli       PA
## 17761                                      Welling       OK
## 17762                                       Loyall       KY
## 17763                                La Fargeville       NY
## 17764                                     Nuangola       PA
## 17765                                      Wallace       SC
## 17766                                    Newcastle       TX
## 17767                                       Dakota       IL
## 17768                                       Kasota       MN
## 17769                                     Buckland       AK
## 17770                                  Durhamville       NY
## 17771                                      Enfield       IL
## 17772                        Bairoa La Veinticinco       PR
## 17773                                       Garwin       IA
## 17774                                       Wilbur       WA
## 17775                                      Peñasco       NM
## 17776                                       Graham       GA
## 17777                                    Accoville       WV
## 17778                                       Parker       PA
## 17779                                     Woodmere       OH
## 17780                                      Fairfax       MO
## 17781                                       Dudley       GA
## 17782                            Hollis Crossroads       AL
## 17783                                      Cadwell       GA
## 17784                                     Fielding       UT
## 17785                                       Tumalo       OR
## 17786                                       Mosier       OR
## 17787                                   Washington       OK
## 17788                                Sierra Blanca       TX
## 17789                                   Greensburg       KS
## 17790                                        Adams       TN
## 17791                                    Red River       NM
## 17792                                      Riviera       TX
## 17793                                      Elmwood       WI
## 17794                                   Waterproof       LA
## 17795                                Airport Drive       MO
## 17796                                 Bloomingdale       MI
## 17797                                       Klemme       IA
## 17798                                      Juniata       NE
## 17799                                       Benham       KY
## 17800                                 Vermontville       MI
## 17801                               Seneca Gardens       KY
## 17802                                     Delleker       CA
## 17803                                     Seaboard       NC
## 17804                                    Altheimer       AR
## 17805                                 Bedford Park       IL
## 17806                                        Onley       VA
## 17807                                     Oakville       WA
## 17808                                       Oretta       LA
## 17809                                         Alba       MO
## 17810                                        Kosse       TX
## 17811                                       Hardin       MO
## 17812                                     Sabattus       ME
## 17813                                       Weston       CT
## 17814                                        Ennis       MT
## 17815                                     Reynolds       IL
## 17816                                        Brent       OK
## 17817                                  Lake Benton       MN
## 17818                               Brevig Mission       AK
## 17819                                      Cascade       WI
## 17820                                  Maplesville       AL
## 17821                                       Motley       VA
## 17822                                  New Lothrop       MI
## 17823                                     Bancroft       IA
## 17824                                     Kirkwood       IL
## 17825                                   Caneyville       KY
## 17826                                         Epps       LA
## 17827                                       Lometa       TX
## 17828                                       Paxton       FL
## 17829                                 Center Point       LA
## 17830                                 Bendersville       PA
## 17831                                      Bobtown       PA
## 17832                                   Piltzville       MT
## 17833                                       Butler       KY
## 17834                              Cerrillos Hoyos       PR
## 17835                                  Cinco Bayou       FL
## 17836                                   Sharpsburg       MD
## 17837                                Margaretville       NY
## 17838                          Presque Isle Harbor       MI
## 17839                                   Iron River       WI
## 17840                                      Tamaroa       IL
## 17841                                     Glorieta       NM
## 17842                                   Ravensdale       WA
## 17843                                      Wabasso       MN
## 17844                                     Carlisle       OK
## 17845                                   Smithville       MS
## 17846                                 Linnell Camp       CA
## 17847                                   Bainbridge       IN
## 17848                                 Lincoln Park       GA
## 17849                                      Findlay       IL
## 17850                                     Foxworth       MS
## 17851                              Mariaville Lake       NY
## 17852                         La Paloma-Lost Creek       TX
## 17853                                        Udall       KS
## 17854                                      LaMoure       ND
## 17855                                       Oakley       ID
## 17856                                      Meriden       KS
## 17857                                 Hewlett Neck       NY
## 17858                                  South Hills       MT
## 17859                                    Courtland       CA
## 17860                                       Sunray       OK
## 17861                                       Murray       IA
## 17862                                   Grindstone       PA
## 17863                                  Dauberville       PA
## 17864                                    La Puerta       TX
## 17865                                     Marshall       NC
## 17866                            Pennsbury Village       PA
## 17867                                 Crab Orchard       KY
## 17868                                 Taylorsville       IN
## 17869                                        Malta       OH
## 17870                                       Jerome       PA
## 17871                                    Oak Ridge       TX
## 17872                                      Hickory       PA
## 17873                                     Lakeport       MI
## 17874                                        Laura       OH
## 17875                                 Thompsontown       PA
## 17876                                   Pine Haven       WY
## 17877                                    Jefferson       SD
## 17878                                   State Line       MS
## 17879                                 Derby Center       VT
## 17880                                 Manns Harbor       NC
## 17881                                  Grand River       OH
## 17882                                       Sedley       VA
## 17883                                     Pinckard       AL
## 17884                                       Attica       KS
## 17885                                        Ririe       ID
## 17886                                     Damascus       VA
## 17887                                     Coolidge       GA
## 17888                                     Sullivan       WI
## 17889                                     Yemassee       SC
## 17890                             Goose Creek Lake       MO
## 17891                               Laurel Heights       NJ
## 17892                                   Friendship       TN
## 17893                                   Gilbertown       AL
## 17894                                   Los Ebanos       TX
## 17895                                      Ventura       IA
## 17896                                    Lewis Run       PA
## 17897                                         Hoyt       KS
## 17898                                    Van Buren       OH
## 17899                                   Fort White       FL
## 17900                                      Hillman       MI
## 17901                                 Cold Springs       CA
## 17902                                         Milo       IA
## 17903                                    Lake View       SC
## 17904                              Lake Petersburg       IL
## 17905                                       Brenda       AZ
## 17906                                 Camp Douglas       WI
## 17907                                      Midland       MD
## 17908                                   Unionville       MI
## 17909                                      Jackson       NC
## 17910                                      Elliott       SC
## 17911                                     Shoshoni       WY
## 17912                                   Cedarville       IL
## 17913                                      Hershey       NE
## 17914                                     McIntyre       GA
## 17915                            The Cliffs Valley       SC
## 17916                         Cañada de los Alamos       NM
## 17917                                        Minto       ND
## 17918                                    Mocanaqua       PA
## 17919                                     Washburn       IA
## 17920                                    Hendricks       MN
## 17921                                   Cedar Vale       KS
## 17922                                     Masthope       PA
## 17923                                      Quentin       PA
## 17924                                         Como       IL
## 17925                                   Unionville       PA
## 17926                                      Fleming       CO
## 17927                                         Isle       MN
## 17928                                Junction City       LA
## 17929                                   Amagansett       NY
## 17930                               Pleasant Ridge       KY
## 17931                                       Goshen       OH
## 17932                                      Chelyan       WV
## 17933                                      Ivanhoe       VA
## 17934                            Napi Headquarters       NM
## 17935                                      Hoffman       MN
## 17936                                  Zephyr Cove       NV
## 17937                                     Neapolis       OH
## 17938                                  Las Croabas       PR
## 17939                                         Penn       PA
## 17940                                     Ridgeway       WI
## 17941                                       Ranier       MN
## 17942                             Meridian Station       MS
## 17943                                     Edgewood       IA
## 17944                                   Rock Creek       OH
## 17945                                      Woodson       AR
## 17946                                         Onyx       CA
## 17947                                       Ariton       AL
## 17948                                   Plankinton       SD
## 17949                                      Quiogue       NY
## 17950                                   Dodge City       AL
## 17951                                   New London       NC
## 17952                                  Gainesville       MO
## 17953                                Mountain View       OK
## 17954                                       Blende       CO
## 17955                                     Kenefick       TX
## 17956                                       Gibson       NC
## 17957                                       Martin       LA
## 17958                                Mackinaw City       MI
## 17959                             McCartys Village       NM
## 17960                           Big Stone Gap East       VA
## 17961                                      Selawik       AK
## 17962                                 Rainbow City       AZ
## 17963                                      Norwalk       WI
## 17964                                     Cashiers       NC
## 17965                                        Kiowa       OK
## 17966                                      Olustee       OK
## 17967                                       Milnor       ND
## 17968                                  High Shoals       NC
## 17969                                    Jonesport       ME
## 17970                                        Elsah       IL
## 17971                                       Maybee       MI
## 17972                                 Williamsburg       NM
## 17973                                   Rich Creek       VA
## 17974                                 Mount Vernon       OR
## 17975                                     Ochelata       OK
## 17976                                     Keystone       IA
## 17977                                      Latimer       IA
## 17978                                     Bay View       WA
## 17979                                  Suttons Bay       MI
## 17980                                    Kanopolis       KS
## 17981                                      Howells       NE
## 17982                                    Davenport       OK
## 17983                                    The Lakes       MN
## 17984                                  Circle City       AZ
## 17985                                     Freeport       MI
## 17986                                   Hemingford       NE
## 17987                                    Garibaldi       OR
## 17988                                       Holton       IN
## 17989                                      Wayland       KY
## 17990                                   West Logan       OH
## 17991                                      Elysian       MN
## 17992                                      Ashford       WA
## 17993                                       Paa-Ko       NM
## 17994                                         Hana       HI
## 17995                                    Round Top       NY
## 17996                                      Wickett       TX
## 17997                             Fall River Mills       CA
## 17998                                     Emlenton       PA
## 17999                                  Fultonville       NY
## 18000                                   Millington       IL
## 18001                                   Sankertown       PA
## 18002                              Parkway Village       KY
## 18003                                        Rhine       GA
## 18004                                     Eldorado       OH
## 18005                                   Clearbrook       MN
## 18006                                North Freedom       WI
## 18007                                 North Powder       OR
## 18008                                     Humboldt       SD
## 18009                                       Potwin       KS
## 18010                                Pasadena Park       MO
## 18011                                   Middleburg       VA
## 18012                                       Poplar       WI
## 18013                                        Dixon       NM
## 18014                              West Farmington       OH
## 18015                                     Shindler       SD
## 18016                                       Finley       TN
## 18017                                    Asharoken       NY
## 18018                               Surfside Beach       TX
## 18019                        Buchanan Lake Village       TX
## 18020                                       Malott       WA
## 18021                               Pittman Center       TN
## 18022                              Lake Tanglewood       TX
## 18023                                    Fox Chase       KY
## 18024                                  Sandy Level       VA
## 18025                                  Santa Clara       TX
## 18026                                         Alex       OK
## 18027                                     Hatfield       IN
## 18028                                  Battle Lake       MN
## 18029                                    Lake Park       MN
## 18030                                       Turner       ME
## 18031                                      Randall       MN
## 18032                                Junction City       IL
## 18033                                       Bantam       CT
## 18034                                      Augusta       IL
## 18035                                 Maple Rapids       MI
## 18036                                       Midway       NM
## 18037                                         Pavo       GA
## 18038                                   Cedarville       MD
## 18039                                        Melba       ID
## 18040                                  Custer City       OK
## 18041                                      Palmyra       NE
## 18042                                      Stanton       TN
## 18043                                      Moulton       IA
## 18044                                 Mooringsport       LA
## 18045                                   Keithsburg       IL
## 18046                                  Dalton City       IL
## 18047                                     Gallaway       TN
## 18048                                     Tigerton       WI
## 18049                                     Ash Fork       AZ
## 18050                                     Montfort       WI
## 18051                                      Denmark       IA
## 18052                                    Jefferson       WV
## 18053                                       Lakota       ND
## 18054                                 Smiths Grove       KY
## 18055                                     Saltillo       TN
## 18056                                   Yah-ta-hey       NM
## 18057                                        Viola       WI
## 18058                                 Roche Harbor       WA
## 18059                                  Tuxedo Park       NY
## 18060                                 Fuller Acres       CA
## 18061                                 South Vienna       OH
## 18062                                  Holdingford       MN
## 18063                                      Biwabik       MN
## 18064                                Holiday Hills       IL
## 18065                                  Grand Ridge       IL
## 18066                                     Chaumont       NY
## 18067                                        Burke       TX
## 18068                                      Glidden       TX
## 18069                                      Alapaha       GA
## 18070                                  Clarks Hill       IN
## 18071                                         Cash       SC
## 18072                                     Rossiter       PA
## 18073                                       Dawson       IL
## 18074                              Seven Mile Ford       VA
## 18075                                     Sheatown       PA
## 18076                                      Perdido       AL
## 18077                                  Walkerville       MT
## 18078                                     Brighton       IA
## 18079                                   Oceanville       NJ
## 18080                                     Woodland       NC
## 18081                                      Takilma       OR
## 18082                                      Hindman       KY
## 18083                                  Golden City       MO
## 18084                                        Kiowa       CO
## 18085                                  Morningside       NM
## 18086                                   Greenville       CA
## 18087                                 Martinsville       OH
## 18088                                     Foxfield       CO
## 18089                                   Titusville       NJ
## 18090                                Mountain View       CO
## 18091                                    Secretary       MD
## 18092                            Blue Ridge Summit       PA
## 18093                                     Metamora       OH
## 18094                                        Arabi       GA
## 18095                                     Woodlawn       IL
## 18096                                    Salisbury       PA
## 18097                                   Ramblewood       PA
## 18098                                      Pateros       WA
## 18099                                         Avon       IL
## 18100                                      Dalzell       IL
## 18101                                   Fort Jones       CA
## 18102                                  Allison Gap       VA
## 18103                                        Happy       TX
## 18104                             Bailey's Prairie       TX
## 18105                               Freedom Plains       NY
## 18106 The University of Virginia's College at Wise       VA
## 18107                                   East Orosi       CA
## 18108                                      Mettawa       IL
## 18109                                      Trufant       MI
## 18110                                     Sunfield       MI
## 18111                               Marion Heights       PA
## 18112                                       Nankin       OH
## 18113                                       Neotsu       OR
## 18114                                       Pettit       OK
## 18115                                Maryland Park       MD
## 18116                                 White Plains       AL
## 18117                                      Collins       GA
## 18118                                    Toomsboro       GA
## 18119                                       Saluda       NC
## 18120                                     Hopeland       PA
## 18121                                       Lahoma       OK
## 18122                                     Stebbins       AK
## 18123                                    El Duende       NM
## 18124                                         Cobb       CA
## 18125                                     Hawk Run       PA
## 18126                                         Alta       CA
## 18127                                     Pangburn       AR
## 18128                                      Doyline       LA
## 18129                                      Lovilia       IA
## 18130                                         Rome       WI
## 18131                                    Goldfield       IA
## 18132                                 Tranquillity       CA
## 18133                               Miracle Valley       AZ
## 18134                                       Tivoli       TX
## 18135                                       Felton       PA
## 18136                                     Hazleton       IA
## 18137                                        Roper       NC
## 18138                                     Kirtland       NM
## 18139                                       Newell       PA
## 18140                                    Millstone       KY
## 18141                                     Old Fort       NC
## 18142                             East Vandergrift       PA
## 18143                                    Millville       OH
## 18144                                         Mora       NM
## 18145                                   St. Joseph       LA
## 18146                                     Laddonia       MO
## 18147                                      Ravenna       KY
## 18148                                   Sugar City       CO
## 18149                             South Wilmington       IL
## 18150                                        Tamms       IL
## 18151                                      Cumming       IA
## 18152                                    Homeworth       OH
## 18153                                    Woods Bay       MT
## 18154                                      Trimble       TN
## 18155                         Meadow View Addition       SD
## 18156                                   St. Libory       IL
## 18157                            Carlisle Barracks       PA
## 18158                                        Roxie       MS
## 18159                                 Hermansville       MI
## 18160                               Horseshoe Bend       TX
## 18161                                   Boissevain       VA
## 18162                                  Barnes Lake       MI
## 18163                                       Garber       OK
## 18164                                Mount Victory       OH
## 18165                                       Victor       CA
## 18166                                        Menlo       GA
## 18167                                    Hartville       MO
## 18168                                      Oakland       PA
## 18169                                   Moapa Town       NV
## 18170                                         Wall       SD
## 18171                                         Troy       IN
## 18172                                      Hemlock       NY
## 18173                                   Winchester       WI
## 18174                                       Pettus       TX
## 18175                                       Hamler       OH
## 18176                                    Fincastle       VA
## 18177                                    Bairdford       PA
## 18178                                Crooked Creek       GA
## 18179                                  Lytle Creek       CA
## 18180                               Mamanasco Lake       CT
## 18181                                  Bakersville       NC
## 18182                                    Irvington       IL
## 18183                                    Riverside       TX
## 18184                                Spring Valley       OH
## 18185                                  Brownsville       MN
## 18186                                       Lester       WV
## 18187                           Wessington Springs       SD
## 18188                                  White Haven       MT
## 18189                                        Kevil       KY
## 18190                                   Peterstown       WV
## 18191                                       Berlin       AL
## 18192                                      Clayton       OK
## 18193                                  Bowersville       GA
## 18194                                         Como       TX
## 18195                                 Mount Savage       MD
## 18196                                   Lidgerwood       ND
## 18197                                    Silverton       CO
## 18198                                       Island       KY
## 18199                                  Lake Seneca       OH
## 18200                                         Witt       IL
## 18201                                       Buford       SC
## 18202                                     Foreston       MN
## 18203                                     Toomsuba       MS
## 18204                                      Honeoye       NY
## 18205                                    Old Forge       NY
## 18206                                      Retreat       TX
## 18207                                      Wauneta       NE
## 18208                                   Nassawadox       VA
## 18209                                       Dumont       IA
## 18210                                   Clarkrange       TN
## 18211                                        Bruno       WV
## 18212                                 Green Spring       KY
## 18213                                  Clayhatchee       AL
## 18214                                    Ellendale       MN
## 18215                                     Kachemak       AK
## 18216                             Encore at Monroe       NJ
## 18217                                       Verona       MO
## 18218                                  Paul Smiths       NY
## 18219                               South Seaville       NJ
## 18220                                         Soso       MS
## 18221                                 Rollingstone       MN
## 18222                                   Clarksburg       OH
## 18223                                     Matthews       MO
## 18224                                    Glenville       MN
## 18225                                     Clarkson       NE
## 18226                                   New Market       IN
## 18227                                     Benzonia       MI
## 18228                                       Paukaa       HI
## 18229                                       La Rue       OH
## 18230                                      Grafton       IL
## 18231                             Hide-A-Way Hills       OH
## 18232                              McDonald Chapel       AL
## 18233                                       Roscoe       PA
## 18234                                  Cape Colony       NC
## 18235                                     Fairview       OR
## 18236                                       Conway       MO
## 18237                                  East Dailey       WV
## 18238                                       Vienna       LA
## 18239                                      Appling       GA
## 18240                                          Jay       FL
## 18241                                     Wartrace       TN
## 18242                               East Williston       FL
## 18243                                       Burden       KS
## 18244                                      Polonia       WI
## 18245                                Saxtons River       VT
## 18246                                      Grayson       LA
## 18247                                      Dongola       IL
## 18248                                     Magnolia       KY
## 18249                                     Bancroft       WI
## 18250                                   Four Lakes       WA
## 18251                                       Austin       PA
## 18252                          Indian Lake Estates       FL
## 18253                                      Hanover       KS
## 18254                                Mountain City       TX
## 18255                                    Clarktown       OH
## 18256                                       Hudson       IN
## 18257                                   Evansville       MN
## 18258                                        Clyde       CA
## 18259                            Roosevelt Estates       AZ
## 18260                                     Rockvale       CO
## 18261                                   Seven Mile       OH
## 18262                                        Trail       OR
## 18263                               Fields Landing       CA
## 18264                                 Pueblo Nuevo       TX
## 18265                                       Duncan       NE
## 18266                                     Tekonsha       MI
## 18267                                    Rockleigh       NJ
## 18268                                 Graniteville       VT
## 18269                                   Ridgeville       IN
## 18270                                    Blacklake       CA
## 18271                                   Eagle Bend       MN
## 18272                                 Shippenville       PA
## 18273                                      Catawba       NC
## 18274                                    Jamestown       PA
## 18275                                      Elkhart       IA
## 18276                                    Fairmount       IL
## 18277                               Mechanicsville       CT
## 18278                                  Stoutsville       OH
## 18279                                        Union       IL
## 18280                                         Mott       ND
## 18281                                      Oak Run       IL
## 18282                         Upper Santan Village       AZ
## 18283                                      Warwick       GA
## 18284                                       Bodega       CA
## 18285                                        Nesco       NJ
## 18286                                      Bassett       NE
## 18287                                        Avoca       IN
## 18288                           Delaware Water Gap       PA
## 18289                                       Boston       VA
## 18290                        Waikoloa Beach Resort       HI
## 18291                                         Alda       NE
## 18292                                 East Freedom       PA
## 18293                                   Huntington       OR
## 18294                                   Ocean View       NJ
## 18295                                      Webster       WI
## 18296                                   North Rose       NY
## 18297                                      Nittany       PA
## 18298                                      Edgeley       ND
## 18299                                 Leonardville       KS
## 18300                                      Braymer       MO
## 18301                                 New Florence       PA
## 18302                          Candlewood Orchards       CT
## 18303                                      Artemus       KY
## 18304                                      Cankton       LA
## 18305                                    Remington       OH
## 18306                                Carnelian Bay       CA
## 18307                                     Brooklyn       IL
## 18308                                     Alhambra       IL
## 18309                                     Lakehead       CA
## 18310                                 Throckmorton       TX
## 18311                                    Meadville       MS
## 18312                               Peeples Valley       AZ
## 18313                                    Pink Hill       NC
## 18314                                    Cynthiana       IN
## 18315                                      Corinna       ME
## 18316                                       Saxton       PA
## 18317                                    Lewistown       MO
## 18318                                         Clay       WV
## 18319                                   Georgetown       ID
## 18320                                  Murrayville       IL
## 18321                               Kirtland Hills       OH
## 18322                                Browns Valley       MN
## 18323                                        Welch       OK
## 18324                              New Summerfield       TX
## 18325                                   Lowry City       MO
## 18326                                    Hill City       SD
## 18327                          Parker's Crossroads       TN
## 18328                             Carolina Meadows       NC
## 18329                            North High Shoals       GA
## 18330                                  Chula Vista       TX
## 18331                                 Bloomingburg       NY
## 18332                                     Norphlet       AR
## 18333                                       Mallow       VA
## 18334                                     Neshanic       NJ
## 18335                                 Caddo Valley       AR
## 18336                                Town of Pines       IN
## 18337                                        Arley       AL
## 18338                                       Saluda       VA
## 18339                                    Fairfield       OK
## 18340                                     San Luis       CO
## 18341                                      Lemitar       NM
## 18342                                  Albert City       IA
## 18343                   Nisqually Indian Community       WA
## 18344                                   Rock Ridge       CT
## 18345                                    Merrillan       WI
## 18346                                     St. Paul       KS
## 18347                                  Scottsville       VA
## 18348                                       Center       ND
## 18349                                          Eek       AK
## 18350                                      Stephen       MN
## 18351                                    Rauchtown       PA
## 18352                                Gauley Bridge       WV
## 18353                                   Mappsville       VA
## 18354                                 Mount Morris       PA
## 18355                                        Leary       TX
## 18356                                        Clara       MS
## 18357                               Port Trevorton       PA
## 18358                                         Nina       TX
## 18359                                   Graceville       MN
## 18360                             Canal Lewisville       OH
## 18361                                       Mamers       NC
## 18362                                 Kirkersville       OH
## 18363                                   Kingsville       OH
## 18364                                      Kennard       IN
## 18365                                    Paragonah       UT
## 18366                                     Montcalm       WV
## 18367                                   Pecan Hill       TX
## 18368                                      Dearing       GA
## 18369                                   Round Rock       AZ
## 18370                                  Garden City       AL
## 18371                                       Walden       CO
## 18372                                    Big Water       UT
## 18373                                       Gaston       OR
## 18374                                 Warm Springs       GA
## 18375                                       Wolsey       SD
## 18376                                 Fleming-Neon       KY
## 18377                                     Chalfant       PA
## 18378                               De Valls Bluff       AR
## 18379                               Upper Marlboro       MD
## 18380                                   Bettsville       OH
## 18381                                     Lawndale       NC
## 18382                                      Britton       MI
## 18383                               Big Stone City       SD
## 18384                                       Algoma       MS
## 18385                                       Kurten       TX
## 18386                                   Aroma Park       IL
## 18387                               Llewellyn Park       NJ
## 18388                                  Middleville       NY
## 18389                                       Millry       AL
## 18390                                   Launiupoko       HI
## 18391                                      Mineral       VA
## 18392                              McCool Junction       NE
## 18393                                     Lattimer       PA
## 18394                                       Jasper       AR
## 18395                                  New Seabury       MA
## 18396                                     Woodruff       WI
## 18397                                   Stagecoach       TX
## 18398                                Briny Breezes       FL
## 18399                                Cherry Valley       AR
## 18400                                       Boomer       WV
## 18401                                 Gilmore City       IA
## 18402                                    Riverview       VA
## 18403                                 Pippa Passes       KY
## 18404                                       Ansley       NE
## 18405                                  Hot Springs       MT
## 18406                                    Lattimore       NC
## 18407                                         Rule       TX
## 18408                                     Verndale       MN
## 18409                                       Motley       MN
## 18410                                    Glen Park       NY
## 18411                                  Santa Maria       TX
## 18412                                     Honduras       PR
## 18413                              Maricopa Colony       AZ
## 18414                                     Calpella       CA
## 18415                                    Greenwood       FL
## 18416                                        Swink       CO
## 18417                                  Santa María       PR
## 18418                                  Shakertowne       MO
## 18419                                    Effingham       KS
## 18420                                     Rangeley       ME
## 18421                                  Whitesville       KY
## 18422                                        Knapp       WI
## 18423                                        Gould       AR
## 18424                                   Minor Hill       TN
## 18425                                       Godley       IL
## 18426                                   Rhinecliff       NY
## 18427                                       Strawn       TX
## 18428                                         Dana       IN
## 18429                                   Somerville       AL
## 18430                                     McDonald       TN
## 18431                                   Unionville       PA
## 18432                                    Cookstown       NJ
## 18433                                       Porter       OK
## 18434                     Big Thicket Lake Estates       TX
## 18435                         Green Mountain Falls       CO
## 18436                                 East Ellijay       GA
## 18437                                     Mandaree       ND
## 18438                                     Edgerton       MO
## 18439                                   Fontanelle       IA
## 18440                                      D'Hanis       TX
## 18441                                        Haysi       VA
## 18442                                       Osmond       WY
## 18443                                         Clio       SC
## 18444                                    Jamesport       MO
## 18445                                  Hustonville       KY
## 18446                                      Kellogg       IA
## 18447                                   Yankeetown       FL
## 18448                                   New Hebron       MS
## 18449                                     Deep Run       NC
## 18450                                       Canton       KS
## 18451                                      Herreid       SD
## 18452                                 Timber Lakes       UT
## 18453                                       Miller       MO
## 18454                                  Hay Springs       NE
## 18455                                   Rowlesburg       WV
## 18456                             Lakewood Village       TX
## 18457                             Paradise Heights       FL
## 18458                                       Elaine       AR
## 18459                                        Ducor       CA
## 18460                                     Carlsbad       TX
## 18461                                       Hatley       MS
## 18462                                   Green City       MO
## 18463                                       Hardin       KY
## 18464                                     Lovelady       TX
## 18465                                       Ashley       ND
## 18466                                         Linn       TX
## 18467                                  West Valley       NY
## 18468                                  Eighty Four       PA
## 18469                                      Jacumba       CA
## 18470                                 Star Prairie       WI
## 18471                                       Lamont       IA
## 18472                                       Blythe       GA
## 18473                                       Albion       IA
## 18474                                  Bell Buckle       TN
## 18475                                       Coward       SC
## 18476                                   Beaverdale       PA
## 18477                                  Havre North       MT
## 18478                                        Coyle       OK
## 18479                                        Selby       SD
## 18480                                      Andover       OH
## 18481                                     Antonito       CO
## 18482                                   Deer Creek       IL
## 18483                                   Charleston       TN
## 18484                                     Keystone       CO
## 18485                                  Lake Hughes       CA
## 18486                                      Leawood       MO
## 18487                                       Hester       LA
## 18488                                 Tannersville       NY
## 18489                                    Limestone       OK
## 18490                                East Randolph       NY
## 18491                                  Markleville       IN
## 18492                                       Taylor       AR
## 18493                                  North Salem       IN
## 18494                                   Macksville       KS
## 18495                                   St. Edward       NE
## 18496                                        Wausa       NE
## 18497                                     Oak Park       GA
## 18498                                      Kingman       IN
## 18499                                    Chiloquin       OR
## 18500                                Glen St. Mary       FL
## 18501                                    Fair Play       MO
## 18502                                  Penns Creek       PA
## 18503                                        Floyd       VA
## 18504                                         Flat       TX
## 18505                                  Max Meadows       VA
## 18506                                    Ellsworth       PA
## 18507                                       Alexis       NC
## 18508                                      Stewart       MN
## 18509                                     Republic       OH
## 18510                                        Darby       MT
## 18511                                  Port Gibson       NY
## 18512                                Willow Valley       AZ
## 18513                                    Fessenden       ND
## 18514                                 Sulphur Rock       AR
## 18515                                      Mulford       CO
## 18516                                      Eulonia       GA
## 18517                                     St. John       WA
## 18518                                      Brandon       MN
## 18519                                    Ocheyedan       IA
## 18520                                          Loa       UT
## 18521                                   New Boston       IL
## 18522                                     Callaway       NE
## 18523                                Parker School       MT
## 18524                                     Red Mesa       AZ
## 18525                                       Arnett       OK
## 18526                                      Bowdens       NC
## 18527                                       Milroy       IN
## 18528                                Rolling Hills       WY
## 18529                                Paradise Park       CA
## 18530                                       Mohall       ND
## 18531                                     Thurston       OH
## 18532                           Continental Courts       PA
## 18533                                        Wingo       KY
## 18534                                   Lilesville       NC
## 18535                                Blandinsville       IL
## 18536                                       Denver       IN
## 18537                                        Murdo       SD
## 18538                                 Hungry Horse       MT
## 18539                                 Ridge Spring       SC
## 18540                                     Metamora       MI
## 18541                                   Valle Hill       PR
## 18542                          Blucksberg Mountain       SD
## 18543                                    Metompkin       VA
## 18544                                        Adena       OH
## 18545                                   Bennington       KS
## 18546                                     Seabrook       MA
## 18547                                        Vayas       PR
## 18548                                 Clarks Grove       MN
## 18549                                Standing Pine       MS
## 18550                                  Scalp Level       PA
## 18551                                      Lucerne       WY
## 18552                                Pleasant Hope       MO
## 18553                                      La Mesa       NM
## 18554                                 Rocky Ripple       IN
## 18555                                 Mount Auburn       IL
## 18556                                       Ivalee       AL
## 18557                                    Baneberry       TN
## 18558                                     Deerwood       MN
## 18559                                        Noble       IL
## 18560                                    Plum City       WI
## 18561                                  Road Runner       TX
## 18562                                 Valley Acres       CA
## 18563                                      Bayview       TX
## 18564                                       Ravine       PA
## 18565                                       Satsop       WA
## 18566                                 Mount Sidney       VA
## 18567                                      Clayton       IL
## 18568                                     Portland       ND
## 18569                                    Stockport       OH
## 18570                                   New Market       PA
## 18571                                    Hopkinton       IA
## 18572                                Acacia Villas       FL
## 18573                                      Pollock       LA
## 18574                               Center Ossipee       NH
## 18575                                Olney Springs       CO
## 18576                                   Pennington       AL
## 18577                                         Ider       AL
## 18578                                   Glen Elder       KS
## 18579                                   White Hall       AL
## 18580                                       Mackay       ID
## 18581                                       Shiloh       GA
## 18582                                       Minong       WI
## 18583                                       Traver       CA
## 18584                                Lawrenceville       PA
## 18585                                  Hutsonville       IL
## 18586                                  River Falls       AL
## 18587                                  Hayden Lake       ID
## 18588                                       Altona       IL
## 18589                                     Stanford       IL
## 18590                                      Noorvik       AK
## 18591                                Pleasant City       OH
## 18592                                      Sherman       MS
## 18593                                         Pope       MS
## 18594                                   Wellington       MO
## 18595                                  La Hacienda       NM
## 18596                                Payne Springs       TX
## 18597                                        Ty Ty       GA
## 18598                                      Stanton       IA
## 18599                                       Corder       MO
## 18600                                   La Prairie       MN
## 18601                                Fountain Lake       AR
## 18602                              Loghill Village       CO
## 18603                                     Moreland       GA
## 18604                                        Velma       OK
## 18605                                Picture Rocks       PA
## 18606                                        Elgin       ND
## 18607                                       Gurley       AL
## 18608                                    Goochland       VA
## 18609                                         Opal       VA
## 18610                               Minnesota Lake       MN
## 18611                                       Philip       SD
## 18612                                       Linden       WI
## 18613                                   Whitesburg       GA
## 18614                            Shoal Creek Drive       MO
## 18615                                      De Witt       NE
## 18616                                       Modena       PA
## 18617                                       Verona       OH
## 18618                                       Summit       AR
## 18619                                    Star Lake       NY
## 18620                                      Halstad       MN
## 18621                                         Wall       PA
## 18622                                   Deer Trail       CO
## 18623                                   Culbertson       MT
## 18624                                     Merrimac       WI
## 18625                                       Jasper       MN
## 18626                                    Cathlamet       WA
## 18627                                    Inglewood       NE
## 18628                                  Murray Hill       KY
## 18629                                  Port Austin       MI
## 18630                                  Sugar Grove       PA
## 18631                                      Moravia       IA
## 18632                                     Lashmeet       WV
## 18633                                    Slatedale       PA
## 18634                                 Port Matilda       PA
## 18635                                    Smallwood       NY
## 18636                                       Linden       IN
## 18637                                      Rosalia       WA
## 18638                                       Camden       IN
## 18639                           Butte Creek Canyon       CA
## 18640                                       Ripley       CA
## 18641                                    Wilkerson       CA
## 18642                                      Batavia       IA
## 18643                                     Townsend       TN
## 18644                                   Estherwood       LA
## 18645                                   Wampsville       NY
## 18646                                        Unity       SC
## 18647                                  Grand Tower       IL
## 18648                                       Clover       VA
## 18649                                         Jane       MO
## 18650                                       Anthon       IA
## 18651                                       Eureka       UT
## 18652                                      Kooskia       ID
## 18653                                    Cadyville       NY
## 18654                                 Summersville       KY
## 18655                                       Elwood       NE
## 18656                                     Bay Port       MI
## 18657                                 Heidlersburg       PA
## 18658                                    Atlasburg       PA
## 18659                                 Knightsville       IN
## 18660                                 Smelterville       ID
## 18661                                        Cowan       CA
## 18662                               East Galesburg       IL
## 18663                                  Shickshinny       PA
## 18664                                     Fillmore       IN
## 18665                                Great Cacapon       WV
## 18666                                    Francisco       IN
## 18667                                    Cleveland       UT
## 18668                                      Argonia       KS
## 18669                                       Rifton       NY
## 18670                                      Creston       IL
## 18671                                         Waco       GA
## 18672                               Sharon Springs       NY
## 18673                                      Crowell       TX
## 18674                                         Doon       IA
## 18675                                      Mangham       LA
## 18676                                     Hartford       AR
## 18677                                      Kewanna       IN
## 18678                                   East Pecos       NM
## 18679                                   Chief Lake       WI
## 18680                              Lincoln Heights       OH
## 18681                                Stockton Bend       TX
## 18682                                    La Crosse       IN
## 18683                                    Skokomish       WA
## 18684                                    Doolittle       MO
## 18685                                       Paxton       NE
## 18686                                       Neosho       WI
## 18687                                    Bluffview       WI
## 18688                                 South Dayton       NY
## 18689                                      Stevens       PA
## 18690                                     Elk Park       NC
## 18691                                   Winchester       OK
## 18692                                       Mellen       WI
## 18693                                 Walnut Creek       AZ
## 18694                                     Ethridge       TN
## 18695                                       Brooks       GA
## 18696                                     Bootjack       CA
## 18697                                       Joliet       MT
## 18698                                     McDowell       KY
## 18699                                       Everly       IA
## 18700                                   Maple Hill       KS
## 18701                                     Lone Oak       TX
## 18702                                     Republic       MI
## 18703                                        Casco       WI
## 18704                                        Downs       KS
## 18705                                 Beech Bottom       WV
## 18706                                     Merigold       MS
## 18707                                       Newell       SD
## 18708                                     Sterling       NE
## 18709                                  Dudleyville       AZ
## 18710                                      Florien       LA
## 18711                                     Fillmore       NY
## 18712                                 Nances Creek       AL
## 18713                                   Sandyfield       NC
## 18714                                      Glencoe       OK
## 18715                                 Lyons Switch       OK
## 18716                                     Rockland       WI
## 18717                                     Fort Gay       WV
## 18718                                         Mead       NE
## 18719                                    Claremont       MN
## 18720                                    Lancaster       MO
## 18721                                       Bethel       ME
## 18722                                       Potosi       WI
## 18723                                     Stanwood       IA
## 18724                                       Grimes       AL
## 18725                                     Cobbtown       GA
## 18726                                      Umapine       OR
## 18727                                      Hickory       MS
## 18728                                      La Liga       PR
## 18729                                 Fort Garland       CO
## 18730                                      Kiester       MN
## 18731                                       Lyndon       IL
## 18732                                    Noxapater       MS
## 18733                                          Zeb       OK
## 18734                                      Loraine       TX
## 18735                                   Confluence       PA
## 18736                               Beverly Shores       IN
## 18737                                   Friendship       OH
## 18738                                      Fremont       WI
## 18739                                       Warsaw       OH
## 18740                                        Kelso       MO
## 18741                                    Pinecroft       PA
## 18742                                        Truro       IA
## 18743                               Johnson Siding       SD
## 18744                                    Silverton       ID
## 18745                                        Parma       MI
## 18746                                  Wright City       OK
## 18747                                 Cherry Grove       WA
## 18748                                  Chestertown       NY
## 18749                              Oconomowoc Lake       WI
## 18750                                     Barnhill       OH
## 18751                                 Westmoreland       KS
## 18752                            North Chevy Chase       MD
## 18753                                       Argyle       MN
## 18754                                   Burlington       IN
## 18755                                  Blue Summit       MO
## 18756                                    Lafayette       MN
## 18757                                     Anderson       NJ
## 18758                                     Pattison       TX
## 18759                                        Doyle       TN
## 18760                                   Enterprise       MS
## 18761                                 Port Deposit       MD
## 18762                                      Holland       AR
## 18763                                          Sun       LA
## 18764                                       Pitkin       LA
## 18765                                  Fort Towson       OK
## 18766                                 Sandersville       MS
## 18767                                        Baker       CA
## 18768                                   Friendship       WI
## 18769                                Strattanville       PA
## 18770                                       Lizton       IN
## 18771                                        Byron       MI
## 18772                                       Eldred       PA
## 18773                                       Pe Ell       WA
## 18774                                       Bevier       MO
## 18775                                   Hoytsville       UT
## 18776                                   Cairnbrook       PA
## 18777                                   Fordsville       KY
## 18778                                       Loleta       CA
## 18779                                    Stannards       NY
## 18780                                    Radcliffe       IA
## 18781                                 Middle Point       OH
## 18782                                     Gustavus       AK
## 18783                                   Burnsville       WV
## 18784                                          Eva       AL
## 18785                               Broomes Island       MD
## 18786                                      Chireno       TX
## 18787                                   Heron Lake       MN
## 18788                                Annetta North       TX
## 18789                                        Myton       UT
## 18790                               Pretty Prairie       KS
## 18791                                   Summerland       CA
## 18792                                      Langley       OK
## 18793                          Saddle Rock Estates       NY
## 18794                                       Salado       AR
## 18795                                       Pearcy       AR
## 18796                                  White River       SD
## 18797                                      Turrell       AR
## 18798                                    Keyesport       IL
## 18799                                         Plum       TX
## 18800                                 Hammondsport       NY
## 18801                                       Iberia       MO
## 18802                                  San Ygnacio       TX
## 18803                                  Worthington       PA
## 18804                             Rocky Fork Point       OH
## 18805                                      Chaplin       KY
## 18806                                     Garfield       WA
## 18807                           Malverne Park Oaks       NY
## 18808                                    Rushville       NY
## 18809                                         Scio       OH
## 18810                                      Zayante       CA
## 18811                                  Wrightstown       NJ
## 18812                                  Lake Norden       SD
## 18813                                        Derby       OH
## 18814                                       Hatley       WI
## 18815                               Soldiers Grove       WI
## 18816                              North Courtland       AL
## 18817                                         Remy       OK
## 18818                                      Waubeka       WI
## 18819                                         Duck       NC
## 18820                                       Dubois       ID
## 18821                                Drakes Branch       VA
## 18822                                      Gilbert       SC
## 18823                                      Trimble       MO
## 18824                                 Steinhatchee       FL
## 18825                                      Vermont       IL
## 18826                                        Onida       SD
## 18827                                 Newton Grove       NC
## 18828                                    Fox River       AK
## 18829                              North Woodstock       NH
## 18830                                      Wayland       MO
## 18831                                       Albion       WA
## 18832                                 Laytonsville       MD
## 18833                                 Hopkins Park       IL
## 18834                                       Helena       SC
## 18835                                         Dows       IA
## 18836                                      Kuttawa       KY
## 18837                                  Mount Aetna       MD
## 18838                                     Burnside       AZ
## 18839                                  Timber Lake       SD
## 18840                             Garza-Salinas II       TX
## 18841                                     Collbran       CO
## 18842                                        Letha       ID
## 18843                                     Bradford       AR
## 18844                                      Conetoe       NC
## 18845                                    Clearview       WV
## 18846                                     San Ardo       CA
## 18847                                     Lockwood       CA
## 18848                                         Burt       IA
## 18849                                     Sundance       NM
## 18850                                       Roxton       TX
## 18851                                  Port Leyden       NY
## 18852                                      Tallula       IL
## 18853                                        Nucla       CO
## 18854                                 Nocona Hills       TX
## 18855                                Atlantic Mine       MI
## 18856                                       Draper       VA
## 18857                                       Thayer       IL
## 18858                                       Grover       NC
## 18859                                 Cross Timber       TX
## 18860                                      Seymour       IA
## 18861                           Livingston Wheeler       NM
## 18862                                      Orleans       IA
## 18863                                        Talco       TX
## 18864                                    Rio Lucio       NM
## 18865                                   Rock Mills       AL
## 18866                                    Courtdale       PA
## 18867                                       Morley       MO
## 18868                                      Pennwyn       PA
## 18869                                       Auburn       WY
## 18870                                   Huntington       VT
## 18871                                      Goessel       KS
## 18872                                 Elmwood Park       WI
## 18873                                  Charter Oak       IA
## 18874                                    Pittsburg       IL
## 18875                                 Sunfish Lake       MN
## 18876                                   Titusville       NY
## 18877                                      Westley       CA
## 18878                                         Vici       OK
## 18879                                     Greentop       MO
## 18880                                  North Creek       NY
## 18881                                   Mohrsville       PA
## 18882                                        Ghent       WV
## 18883                                        Asher       OK
## 18884                                        White       SD
## 18885                                        Tryon       OK
## 18886                                    Mansfield       GA
## 18887                                      Pajonal       PR
## 18888                                   Bull Creek       MO
## 18889                                   Allenspark       CO
## 18890                                     Fairland       IN
## 18891                                      Cascade       MT
## 18892                                         Corn       OK
## 18893                                     Whitsett       NC
## 18894                                      Buffalo       KY
## 18895                                 Cedar Valley       OK
## 18896                                     Gibsland       LA
## 18897                                 Jeromesville       OH
## 18898                                        Enola       AR
## 18899                                   Cloverdale       MS
## 18900                                 Round Valley       CA
## 18901                                       Scurry       TX
## 18902                                      Paragon       IN
## 18903                                      Wanship       UT
## 18904                                    Fort Cobb       OK
## 18905                                    Lanesboro       PA
## 18906                                       Milano       TX
## 18907                                     Richburg       NY
## 18908                                       Sardis       OH
## 18909                                    Kingsland       AR
## 18910                                      O'Brien       OR
## 18911                                    Kingfield       ME
## 18912                                    Dinwiddie       VA
## 18913                              Brownsboro Farm       KY
## 18914                                  Wilsonville       IL
## 18915                           Post Oak Bend City       TX
## 18916                                 New Stuyahok       AK
## 18917                                   Hayesville       OH
## 18918                                       Morley       MI
## 18919                                      Waldron       MI
## 18920                                  Center City       MN
## 18921                                         Echo       OR
## 18922                                     La Harpe       KS
## 18923                                 Bird-in-Hand       PA
## 18924                                         Deal       NJ
## 18925                            Briarcliffe Acres       SC
## 18926                              Willsboro Point       NY
## 18927                                      Sprague       WA
## 18928                                 Millers Lake       MI
## 18929                                   Huntington       AR
## 18930                      Sandy Hollow-Escondidas       TX
## 18931                               Mount Pleasant       MS
## 18932                                Mountain Lake       NJ
## 18933                                Pin Oak Acres       OK
## 18934                                   North Troy       VT
## 18935                                      Woodson       IL
## 18936                                      Spencer       OH
## 18937                                    Ravenwood       MO
## 18938                                       Shiloh       OH
## 18939                                        Parma       MO
## 18940                                       Higbee       MO
## 18941                                     Atlantic       VA
## 18942                                Plantersville       TX
## 18943                                      Dillwyn       VA
## 18944                    Olivia Lopez de Gutierrez       TX
## 18945                                         Ohio       IL
## 18946                                    Knoxville       AR
## 18947                                  Martinsburg       MO
## 18948                                      Red Oak       OK
## 18949                                      Palmyra       IL
## 18950                                    Hill City       MN
## 18951                               Berlin Heights       OH
## 18952                                   Reedsville       WV
## 18953                                        Ailey       GA
## 18954                                    Cliffside       NC
## 18955                             Hartford Village       VT
## 18956                                      Balaton       MN
## 18957                                       Sausal       NM
## 18958                                    West City       IL
## 18959                                       Midway       AL
## 18960                                        Laona       WI
## 18961                                         Boyd       WI
## 18962                                       Pownal       VT
## 18963                                Mountain Pine       AR
## 18964                              Crystal Springs       AR
## 18965                                     Verdigre       NE
## 18966                                  Lake Milton       OH
## 18967                                 Buffalo Lake       MN
## 18968                                   Orderville       UT
## 18969                                     Darrtown       OH
## 18970                                      Ozawkie       KS
## 18971                                      Ironton       MN
## 18972                                     Riverlea       OH
## 18973                                      Atlanta       MO
## 18974                               West Nanticoke       PA
## 18975                                         Fisk       MO
## 18976                             South Shaftsbury       VT
## 18977                                  Cream Ridge       NJ
## 18978                                    Pikeville       NC
## 18979                               Rocky Mountain       OK
## 18980                                         Buda       IL
## 18981                                  Indio Hills       CA
## 18982                              Chickasaw Point       SC
## 18983                                      Ashland       MS
## 18984                                         Wade       NC
## 18985                                      Anmoore       WV
## 18986                                    Hermitage       AR
## 18987                                     Clarissa       MN
## 18988                                      Baywood       VA
## 18989                              South Mansfield       LA
## 18990                                        Delta       MO
## 18991                                   Keezletown       VA
## 18992                                       Howard       KS
## 18993                                  North Hodge       LA
## 18994                                    Fincastle       KY
## 18995                                     Eastover       SC
## 18996                                     Chadwick       IL
## 18997                                        Aniak       AK
## 18998                                    Coalville       IA
## 18999                                      Hampton       MN
## 19000                                   Belleplain       NJ
## 19001                                 Timber Hills       PA
## 19002                       Lower Berkshire Valley       NJ
## 19003                                        Sabin       MN
## 19004                                     St. Rose       IL
## 19005                               Brazos Country       TX
## 19006                                       Slovan       PA
## 19007                              Buffalo Springs       TX
## 19008                                     Carlisle       SC
## 19009                                       Wibaux       MT
## 19010                                    Juliaetta       ID
## 19011                               Mountain Lakes       NH
## 19012                                      Oglesby       TX
## 19013                                        Cisne       IL
## 19014                                       La Paz       IN
## 19015                               Centralhatchee       GA
## 19016                                  Grand Mound       IA
## 19017                                     Glenwood       UT
## 19018                                   Louisville       AL
## 19019                                 Branson West       MO
## 19020                                      Yakutat       AK
## 19021                                   Zanesville       IN
## 19022                                   Boothville       LA
## 19023                                     Irondale       MO
## 19024                              North Fairfield       OH
## 19025                                     Melville       LA
## 19026                                       Shoals       IN
## 19027                            Castalian Springs       TN
## 19028                                La Paz Valley       AZ
## 19029                            Red Feather Lakes       CO
## 19030                                     Cheriton       VA
## 19031                                    Cove City       NC
## 19032                                   Gettysburg       OH
## 19033                                      Trenton       UT
## 19034                                  Morrisville       MO
## 19035                              Lakewood Shores       IL
## 19036                                    Embarrass       WI
## 19037                                      Huntley       MT
## 19038                                  Lake Mystic       FL
## 19039                                 Fort Johnson       NY
## 19040                                     Langford       SD
## 19041                                        Tiger       GA
## 19042                                       Asbury       MO
## 19043                                    Ellsinore       MO
## 19044                                      Chaires       FL
## 19045                              Windsor Heights       WV
## 19046                                   Etna Green       IN
## 19047                                    Carbonado       WA
## 19048                                    Wausaukee       WI
## 19049                                 Clintonville       PA
## 19050                                     Ranburne       AL
## 19051                                Rices Landing       PA
## 19052                                   Riegelwood       NC
## 19053                                    La Crosse       VA
## 19054                                   Shishmaref       AK
## 19055                                     Atlantic       NC
## 19056                                New Baltimore       NY
## 19057                                      Colbert       GA
## 19058                                        Ronda       NC
## 19059                                        Smock       PA
## 19060                                       Jewett       OH
## 19061                                 Tall Timbers       MD
## 19062                                       Gibson       TN
## 19063                                  Gordonville       PA
## 19064                                      Ivanhoe       MN
## 19065                                Conneaut Lake       PA
## 19066                                    Wheatland       PA
## 19067                                Villa Heights       VA
## 19068                             Gallipolis Ferry       WV
## 19069                                        Mecca       IN
## 19070                                     Bayfield       WI
## 19071                                   Kensington       KS
## 19072                                        Ullin       IL
## 19073                                        Tripp       SD
## 19074                                    Cass Lake       MN
## 19075                                 Jacksonville       PA
## 19076                               Labish Village       OR
## 19077                                     Prospect       OR
## 19078                                      Savanna       OK
## 19079                                  Verdunville       WV
## 19080                                       Malden       WV
## 19081                              Oxford Junction       IA
## 19082                                    Ellerslie       MD
## 19083                                     Napakiak       AK
## 19084                                      Rothsay       MN
## 19085                                    Woodsdale       OH
## 19086                                Three Bridges       NJ
## 19087                                       Bucoda       WA
## 19088                                       Altona       CO
## 19089                                          Ava       IL
## 19090                                       Beacon       IA
## 19091                                       Orason       TX
## 19092                                       Irvona       PA
## 19093                                   Mayesville       SC
## 19094                                       Miller       OH
## 19095                                     Pinedale       NM
## 19096                                      Melrose       OR
## 19097                                       Vernon       MI
## 19098                                   Wainwright       AK
## 19099                                    Fairfield       WA
## 19100                                       Kenvir       KY
## 19101                                  South Mills       NC
## 19102                     Pueblo of Sandia Village       NM
## 19103                                    Hemingway       SC
## 19104                                       Cullom       IL
## 19105                                        Amboy       MN
## 19106                                    Buckholts       TX
## 19107                                 Sacred Heart       MN
## 19108                                      Solomon       AZ
## 19109                                     Bismarck       IL
## 19110                                       Milner       GA
## 19111                                 Fish Springs       NV
## 19112                                North Walpole       NH
## 19113                              Van Bibber Lake       IN
## 19114                                     Pineview       GA
## 19115                                Cactus Forest       AZ
## 19116                                   Petersburg       TN
## 19117                                        Avoca       WI
## 19118                                 Cochranville       PA
## 19119                                 Walnut Grove       MO
## 19120                                Sunset Valley       TX
## 19121                                   Stacyville       IA
## 19122                                   High Falls       NY
## 19123                                     Wyndmere       ND
## 19124                                   Valparaiso       NE
## 19125                                       Hecker       IL
## 19126                                        Cedro       NM
## 19127                                       Dayton       PA
## 19128                                       Naylor       MO
## 19129                                        Firth       ID
## 19130                                         Elma       IA
## 19131                                       Odessa       NY
## 19132                                Thompsonville       IL
## 19133                                       Cement       OK
## 19134                                    Cokeville       WY
## 19135                                   Cross Hill       SC
## 19136                                     Milstead       GA
## 19137                                Campbellsburg       IN
## 19138                                       Avalon       FL
## 19139                                      Atlanta       MI
## 19140                                        Riley       IN
## 19141                                    Bay Shore       MI
## 19142                                   Dry Tavern       PA
## 19143                                   San Marine       OR
## 19144                                       Gilman       IA
## 19145                                Chippewa Park       OH
## 19146                                  South Range       MI
## 19147                                        Snook       TX
## 19148                                       Myrtle       MS
## 19149                                   Allenhurst       GA
## 19150                                     Wheatley       AR
## 19151                                     Hatteras       NC
## 19152                                     Roeville       FL
## 19153                                        Arden       DE
## 19154                                      Ephesus       GA
## 19155                             Cuyahoga Heights       OH
## 19156                                       Aguila       AZ
## 19157                                         Rudd       IA
## 19158                                      Norwood       CO
## 19159                                    Fruitvale       TX
## 19160                             East Alto Bonito       TX
## 19161                           Parkers Settlement       IN
## 19162                                        Walsh       CO
## 19163                                      Brooten       MN
## 19164                                 Good Thunder       MN
## 19165                            St. Ann Highlands       CO
## 19166                                  Bishopville       MD
## 19167                                       Binger       OK
## 19168                                  Perrysville       IN
## 19169                                       Iberia       OH
## 19170                                 Stantonsburg       NC
## 19171                                Lake Buckhorn       OH
## 19172                                Andersonville       OH
## 19173                                   White City       KS
## 19174                                 Beaver Creek       MD
## 19175                                       Marble       MN
## 19176                                       Barton       MD
## 19177                                       Worden       MT
## 19178                                       Revloc       PA
## 19179                                      De Soto       WI
## 19180                                 Turkey Creek       AZ
## 19181                               Myrtle Springs       TX
## 19182                                     Brownton       MN
## 19183                                      Wheaton       MO
## 19184                                        Rolla       KS
## 19185                                    Fairchild       WI
## 19186                                    Dansville       MI
## 19187                                        Delhi       IA
## 19188                                       Lefors       TX
## 19189                                      Startup       WA
## 19190                                       Leming       TX
## 19191                                       Lowell       OH
## 19192                                       Marion       UT
## 19193                                     Onalaska       WA
## 19194                                        Emmet       AR
## 19195                                    Greenwood       NE
## 19196                                 Arnoldsville       GA
## 19197                              Port Washington       OH
## 19198                                    Canistota       SD
## 19199                                     Dearborn       MO
## 19200                                 Lake Preston       SD
## 19201                               East Millstone       NJ
## 19202                                 Olive Branch       IL
## 19203                                     Richmond       KS
## 19204                                       Dexter       KS
## 19205                                     Scranton       IA
## 19206                              Mount Blanchard       OH
## 19207                                Seven Valleys       PA
## 19208                                      Melrose       WI
## 19209                           Arcadia University       PA
## 19210                                       Holden       WV
## 19211                                        Emily       MN
## 19212                                 Potters Hill       NC
## 19213                                      Arcadia       MO
## 19214                                       Kanosh       UT
## 19215                                   Charleston       UT
## 19216                               West Jefferson       AL
## 19217                                       Dexter       IA
## 19218                                  Moose Creek       AK
## 19219                                      Robards       KY
## 19220                                     Glenview       KY
## 19221                                   Reno Beach       OH
## 19222                                Pownal Center       VT
## 19223                                     Woodland       MI
## 19224                                      Thaxton       MS
## 19225                                      Oakwood       OH
## 19226                                    Coolville       OH
## 19227                                  Quaker City       OH
## 19228                                    Centenary       SC
## 19229                                  Lyons Falls       NY
## 19230                                   Livingston       WI
## 19231                                  Springfield       SC
## 19232                                       Kieler       WI
## 19233                                       Lacomb       OR
## 19234                                    Ottertail       MN
## 19235                                        Altha       FL
## 19236                                  Curlew Lake       WA
## 19237                                  Pettisville       OH
## 19238                                       Rankin       IL
## 19239                                     Reynolds       IN
## 19240                                    Lynnville       IA
## 19241                                      Reardan       WA
## 19242                                       Furman       SC
## 19243                                 Cherry Grove       OR
## 19244                                   Rivergrove       OR
## 19245                                    Twin Oaks       MO
## 19246                                        Buena       WA
## 19247                                        Evaro       MT
## 19248                                       Canova       NM
## 19249                                      Fithian       IL
## 19250                                        Fonda       IA
## 19251                                        Alton       MO
## 19252                                    St. James       LA
## 19253                                      Spokane       LA
## 19254                                   Beauregard       MS
## 19255                                      Kimmell       IN
## 19256                                       Dundee       OH
## 19257                                     Hatfield       AR
## 19258                                       Joseph       UT
## 19259                                   Tangipahoa       LA
## 19260                                   Crown City       OH
## 19261                                Pleasant Hill       LA
## 19262                                  West Hamlin       WV
## 19263                                         Peck       MI
## 19264                                      Freeman       MO
## 19265                                        Bland       MO
## 19266                                   Snydertown       PA
## 19267                                       Ashton       IA
## 19268                           Shenandoah Retreat       VA
## 19269                                       Carney       OK
## 19270                                   Austinburg       OH
## 19271                                   Blue River       WI
## 19272                             El Prado Estates       AZ
## 19273                                 Port Vincent       LA
## 19274                                        Blair       OK
## 19275                                     Randolph       MS
## 19276                                     Woodland       AL
## 19277                                       Smiley       TX
## 19278                                         Ursa       IL
## 19279                                      Camargo       IL
## 19280                                  Holly Grove       AR
## 19281                                  Maple Ridge       OH
## 19282                                       Marble       NC
## 19283                                      Coffeen       IL
## 19284                                    Allenport       PA
## 19285                                       Hooven       OH
## 19286                                 Trout Valley       IL
## 19287                                  Naytahwaush       MN
## 19288                                  Westminster       OH
## 19289                                      Gresham       WI
## 19290                                    Gumbranch       GA
## 19291                                    Plainview       AR
## 19292                                      Kimball       SD
## 19293                                       Portal       GA
## 19294                            Connecticut Farms       NJ
## 19295                                        Adams       NE
## 19296                                   Rock Point       AZ
## 19297                            North Springfield       VT
## 19298                                    Peachland       NC
## 19299                                  Hot Springs       VA
## 19300                                       Mizpah       NJ
## 19301                                       Leslie       AR
## 19302                                    Willernie       MN
## 19303                                        Excel       AL
## 19304                                     San Jose       IL
## 19305                                    Helenwood       TN
## 19306                  Manderson-White Horse Creek       SD
## 19307                                  West Goshen       CA
## 19308                                   Sutherland       IA
## 19309                                     Berthold       ND
## 19310                                       Cawood       KY
## 19311                                  Schram City       IL
## 19312                                     Gardiner       OR
## 19313                                   McLaughlin       SD
## 19314                                       Laurel       IN
## 19315                                       Galena       MO
## 19316                                       Wilton       WI
## 19317                                      Vanleer       TN
## 19318                                     Westlake       FL
## 19319                                    Arlington       OR
## 19320                                  Cement City       MI
## 19321                                   Summertown       TN
## 19322                                New Jerusalem       PA
## 19323                                 Low Mountain       AZ
## 19324                                   Cross Keys       PA
## 19325                                         Olpe       KS
## 19326                                     Woodland       MN
## 19327                                  Totah Vista       NM
## 19328                                   Argusville       ND
## 19329                                  Laurel Hill       FL
## 19330                                   Alexandria       OH
## 19331                                  Alma Center       WI
## 19332                                      Harmony       NC
## 19333                                     Montrose       SD
## 19334                                       Orchid       FL
## 19335                                   Tuttletown       CA
## 19336                               Sunrise Shores       TX
## 19337                                   Grantsboro       NC
## 19338                                Sinclairville       NY
## 19339                                 Lake Village       IN
## 19340                                      Bluford       IL
## 19341                                       Oxford       WI
## 19342                                        Hodge       LA
## 19343                                       Parker       ID
## 19344                                     Thornton       TX
## 19345                              New Springfield       OH
## 19346                                        Silas       AL
## 19347                                       Winona       TX
## 19348                                     Scotland       TX
## 19349                                      Batavia       MT
## 19350                                  Massieville       OH
## 19351                                        Simla       CO
## 19352                                   Farmington       IA
## 19353                                       Norway       IA
## 19354                                 Lime Springs       IA
## 19355                                  Springfield       LA
## 19356                                    Powellton       WV
## 19357                                 Poplar Hills       KY
## 19358                                         Belt       MT
## 19359                                        Delta       PA
## 19360                                       Fossil       OR
## 19361                                  Gordonville       MO
## 19362                                    Williston       TN
## 19363                                  Clarksville       MO
## 19364                                 Proctorville       OH
## 19365                                      Wanamie       PA
## 19366                                  Allensworth       CA
## 19367                             Daufuskie Island       SC
## 19368                              Navajo Mountain       UT
## 19369                                     Ducktown       TN
## 19370                                    Hillsdale       IL
## 19371                                   Waite Hill       OH
## 19372                                       Thomas       WV
## 19373                                  Parkerfield       KS
## 19374                                  Circleville       UT
## 19375                                     Anderson       SD
## 19376                                       Delton       MI
## 19377                                    Kaneville       IL
## 19378                                Hartford City       WV
## 19379                                  Willisville       IL
## 19380                                 Golden Beach       FL
## 19381                                      Zearing       IA
## 19382                               Kauneonga Lake       NY
## 19383                                Holiday Lakes       OH
## 19384                                    Liverpool       TX
## 19385                                        Fonda       NY
## 19386                           Timbercreek Canyon       TX
## 19387                                       Coloma       WI
## 19388                                      Mayking       KY
## 19389                                      Hammond       IL
## 19390                                   Peña Pobre       PR
## 19391                                Natural Steps       AR
## 19392                                Sicily Island       LA
## 19393                                     Millheim       PA
## 19394                                Green Meadows       OR
## 19395                                     New Ross       IN
## 19396                                        Lacey       AR
## 19397                                      Mimbres       NM
## 19398                                    Hawk Cove       TX
## 19399                                     Saguache       CO
## 19400                               Greens Landing       PA
## 19401                                      Waverly       KS
## 19402                                    Jefferson       PA
## 19403                                       Verden       OK
## 19404                                       Lorain       PA
## 19405                                    Strasburg       IL
## 19406                                    Institute       WV
## 19407                                       Valier       MT
## 19408                                        Foyil       OK
## 19409                                  Martensdale       IA
## 19410                    Lake Almanor Country Club       CA
## 19411                                     Bancroft       NE
## 19412                                      Whigham       GA
## 19413                                    Oceanside       OR
## 19414                                     Cortland       NE
## 19415                                Crawfordville       GA
## 19416                                  Chillicothe       TX
## 19417                                      Tijeras       NM
## 19418                                Pleasant Hill       TN
## 19419                                        Hytop       AL
## 19420                                 Mountainburg       AR
## 19421                               Garden Prairie       IL
## 19422                                      Marston       MO
## 19423                                     Richland       IN
## 19424                                  Forestville       WI
## 19425                                     Parmelee       SD
## 19426                                  Evans Mills       NY
## 19427                                   Lovingston       VA
## 19428                                  Hato Arriba       PR
## 19429                                   Sky Valley       GA
## 19430                                      Granada       CO
## 19431                                German Valley       IL
## 19432                                       Canute       OK
## 19433                                    Marysvale       UT
## 19434                                      Arivaca       AZ
## 19435                                       Chapin       IL
## 19436                                       Veblen       SD
## 19437                           Strathmoor Village       KY
## 19438                                 Hornersville       MO
## 19439                                        Micro       NC
## 19440                                     Hawthorn       PA
## 19441                                       Sidell       IL
## 19442                                         Otis       CO
## 19443                                  Warrior Run       PA
## 19444                                      Addison       MI
## 19445                                    Masontown       WV
## 19446                                Stinson Beach       CA
## 19447                                    Meadville       MO
## 19448                                         Ruth       NC
## 19449                                     Glenwood       NE
## 19450                                       Jasper       OR
## 19451                                  Mauricetown       NJ
## 19452                                     Carlisle       IN
## 19453                                       Wampum       PA
## 19454                               Woodland Mills       TN
## 19455                                      Audubon       MN
## 19456                                      Calhoun       TN
## 19457                                  North Adams       MI
## 19458                                       Stuart       NE
## 19459                                   Walnuttown       PA
## 19460                                 Hackneyville       AL
## 19461                                     Dellwood       WI
## 19462                                   Darlington       MD
## 19463                                     Ridgeway       MO
## 19464                                   Rebersburg       PA
## 19465                                        LeRoy       KS
## 19466                                  New England       GA
## 19467                                         Golf       IL
## 19468                                        Fries       VA
## 19469                                         Lena       WI
## 19470                                        Lenox       TN
## 19471                                       Summit       SC
## 19472                                      Pembina       ND
## 19473                              Icehouse Canyon       AZ
## 19474                                 Mount Vernon       SD
## 19475                                 Iron Station       NC
## 19476                                        Adell       WI
## 19477                               South Boardman       MI
## 19478                                      Naselle       WA
## 19479                                Crown College       MN
## 19480                                        Irene       SD
## 19481                                 Cedar Rapids       NE
## 19482                                    Prinsburg       MN
## 19483                                 Villa Hugo I       PR
## 19484                               Mesquite Creek       AZ
## 19485                                     Brewster       MN
## 19486                               Central Bridge       NY
## 19487                                        Lyons       PA
## 19488                               Mount Crawford       VA
## 19489                                     Nelsonia       VA
## 19490                                         Cuba       NM
## 19491                                      Norfork       AR
## 19492                                Gouglersville       PA
## 19493                                 Capon Bridge       WV
## 19494                          Southampton Meadows       VA
## 19495                                 Damiansville       IL
## 19496                                         Rowe       NM
## 19497                                       Verlot       WA
## 19498                                       Phelps       KY
## 19499                                      Reddick       FL
## 19500                               Yadkin College       NC
## 19501                                   Byromville       GA
## 19502                                   Springdale       UT
## 19503                                  Lake Bungee       CT
## 19504                                    Vicksburg       AZ
## 19505                                       Dayton       ID
## 19506                               East Cathlamet       WA
## 19507                                    Big Delta       AK
## 19508                                 Union Valley       TX
## 19509                                    Westfield       IL
## 19510                                        Upton       KY
## 19511                                      Finklea       SC
## 19512                                     Sparkman       AR
## 19513                                       Weston       OR
## 19514                                 West Decatur       PA
## 19515                                       Gordon       TX
## 19516                                  Hot Springs       NC
## 19517                                       Raysal       WV
## 19518                                    Colesburg       IA
## 19519                                Chandlerville       IL
## 19520                                  Stony Ridge       OH
## 19521                                   Oahe Acres       SD
## 19522                                     Quilcene       WA
## 19523                                       Kahite       TN
## 19524                                      Isleton       CA
## 19525                                     Stanhope       IA
## 19526                                     Elk Horn       IA
## 19527                                         D'Lo       MS
## 19528                                          Dix       IL
## 19529                                    Earlsboro       OK
## 19530                                   Fort Yukon       AK
## 19531                                     Van Lear       KY
## 19532                            Sun River Terrace       IL
## 19533                                    Ellsworth       IA
## 19534                                       Sunset       TX
## 19535                                  Wylandville       PA
## 19536                                 Indian Field       CT
## 19537                                     Bonfield       IL
## 19538                              Ponderosa Pines       MT
## 19539                                   Sharpsburg       GA
## 19540                         Ranchos Penitas West       TX
## 19541                              University Park       IA
## 19542                                       Withee       WI
## 19543                                       Leslie       GA
## 19544                                       Sabula       IA
## 19545                                       Galena       AK
## 19546                                    Lynchburg       SC
## 19547                                     Hornbeak       TN
## 19548                                   Deweyville       TX
## 19549                                       Benton       PA
## 19550                                       Gisela       AZ
## 19551                                     Florence       WI
## 19552                                 Elfin Forest       CA
## 19553                 El Centro Naval Air Facility       CA
## 19554                                        Pryor       MT
## 19555                                         Vail       IA
## 19556                                       Ireton       IA
## 19557                                   Green Isle       MN
## 19558                              Juniata Terrace       PA
## 19559                                      Brunson       SC
## 19560                                      Hamburg       MN
## 19561                                      Rosebud       MO
## 19562                                  Cedar Grove       WV
## 19563                                       Newton       GA
## 19564                                  Butterfield       MN
## 19565                                     Fountain       MN
## 19566                                  Winterstown       PA
## 19567                                     Danforth       IL
## 19568                                    Napaskiak       AK
## 19569                                     McIntosh       NM
## 19570                              Rancho Banquete       TX
## 19571                                     Richland       IA
## 19572                                Beverly Beach       FL
## 19573                                     Bancroft       KY
## 19574                                   Reedsville       PA
## 19575                                  Coulee City       WA
## 19576                                      Hawkeye       IA
## 19577                            St. George Island       MD
## 19578                                     Bergholz       OH
## 19579                                     Moorland       KY
## 19580                                  Centerville       LA
## 19581                                           Ai       OH
## 19582                                       Exeter       NE
## 19583                                         Alba       TX
## 19584                                    Polkville       NC
## 19585                                     Graeagle       CA
## 19586                                   Tecolotito       NM
## 19587                                   Maringouin       LA
## 19588                                 Platte Woods       MO
## 19589                                    Craigmont       ID
## 19590                                      Sargent       NE
## 19591                                       Staley       NC
## 19592                                        Keota       OK
## 19593                                     McGregor       MN
## 19594                                   Whittemore       IA
## 19595                                     Shoreham       NY
## 19596                                         Vina       AL
## 19597                                    Robinette       WV
## 19598                                     Sheppton       PA
## 19599                                     Buckhorn       PA
## 19600                              Sea Ranch Lakes       FL
## 19601                                       Lyerly       GA
## 19602                                Three Springs       PA
## 19603                                Meadow Bridge       WV
## 19604                                       Cosmos       MN
## 19605                                    Schenevus       NY
## 19606                                       Ruffin       NC
## 19607                                    Silkworth       PA
## 19608                                     Winfield       TX
## 19609                                       Bertha       MN
## 19610                                       Badger       IA
## 19611                                     Jane Lew       WV
## 19612                                      Boykins       VA
## 19613                                       Amalga       UT
## 19614                                     Industry       IL
## 19615                                    Stonewall       TX
## 19616                                      Nazlini       AZ
## 19617                                       Milton       IA
## 19618                                     Linville       VA
## 19619                                      Gasquet       CA
## 19620                                        Arnot       PA
## 19621                                    Arlington       KS
## 19622                                    Manzanita       OR
## 19623                                   Union Star       MO
## 19624                                   Twin Lakes       IA
## 19625                                   Copperhill       TN
## 19626                                     Endeavor       WI
## 19627                                  Pine Valley       NY
## 19628                                      Caspian       MI
## 19629                                  St. Florian       AL
## 19630                                Redbird Smith       OK
## 19631                                    Beechmont       KY
## 19632                                      Callery       PA
## 19633                                   San Simeon       CA
## 19634                             Butterfield Park       NM
## 19635                                       Martin       MI
## 19636                               Williams Creek       IN
## 19637                                       Olanta       SC
## 19638                                    Crestview       KY
## 19639                                     Thompson       IA
## 19640                                    Frankford       MO
## 19641                               East Rochester       PA
## 19642                                 Kent Narrows       MD
## 19643                            Lewistown Heights       MT
## 19644                                    Riverwood       KY
## 19645                                      Sorento       IL
## 19646                                    East View       WV
## 19647                                      Matewan       WV
## 19648                                     Coupland       TX
## 19649                                       Mather       PA
## 19650                                        Evant       TX
## 19651                                         Blum       TX
## 19652                                     Franklin       MN
## 19653                                      Carlton       MT
## 19654                                       Portia       AR
## 19655                                    Floodwood       MN
## 19656                                  Buffalo Gap       TX
## 19657                                      Gustine       TX
## 19658                               Boulder Canyon       SD
## 19659                                  Rush Valley       UT
## 19660                                      Decatur       NE
## 19661                                     Portland       PA
## 19662                                       Morral       OH
## 19663                                    Wadsworth       TX
## 19664                                         Cook       MN
## 19665                                  Greens Fork       IN
## 19666                                   Woodbourne       NY
## 19667                               Scotts Corners       NY
## 19668                                Strykersville       NY
## 19669                                        Ravia       OK
## 19670                                    Hillsboro       IN
## 19671                                       Center       MO
## 19672                                     Stamford       VT
## 19673                                 Mattawamkeag       ME
## 19674                             St. Francisville       IL
## 19675                           Lassalle Comunidad       PR
## 19676                               Holiday Pocono       PA
## 19677                          Brownville Junction       ME
## 19678                                        Byron       WY
## 19679                                   Springdale       WA
## 19680                                       Nenana       AK
## 19681                                      Natchez       LA
## 19682                                    Bass Lake       OH
## 19683                                     McKenney       VA
## 19684                                   Miltonvale       KS
## 19685                                   Kopperston       WV
## 19686                                       Babbie       AL
## 19687                                     Diagonal       IA
## 19688                                        Lyons       TX
## 19689                                  Harrodsburg       IN
## 19690                                     Glenaire       MO
## 19691                                      Big Run       PA
## 19692                                  Point Place       LA
## 19693                                    Grassflat       PA
## 19694                                     Ascutney       VT
## 19695                                      Elkhart       IL
## 19696                                   Butlertown       MD
## 19697                                     Irwinton       GA
## 19698                                    Mole Lake       WI
## 19699                                     Cromwell       IN
## 19700                                       Almena       KS
## 19701                                      Bristol       TX
## 19702                                     Valencia       PA
## 19703                                     Bokchito       OK
## 19704                                        Ethel       MS
## 19705                              Winding Cypress       FL
## 19706                                      Makanda       IL
## 19707                                      Pomeroy       IA
## 19708                                  New Germany       MN
## 19709                                      Flagler       CO
## 19710                                 Russellville       IN
## 19711                                   Lemon Cove       CA
## 19712                                  Star Harbor       TX
## 19713                               Rolling Fields       KY
## 19714                                  Grover Hill       OH
## 19715                                      Winside       NE
## 19716                                Stewartsville       NJ
## 19717                                    Big Wells       TX
## 19718                                     Eskridge       KS
## 19719                                  Purple Sage       WY
## 19720                                   St. Joseph       WI
## 19721                                        Royal       IA
## 19722                                      Sedillo       NM
## 19723                                   Fairgarden       TN
## 19724                          Fairview Crossroads       SC
## 19725                                       Pewamo       MI
## 19726                                  Lodge Grass       MT
## 19727                                     Quantico       VA
## 19728                                       Danube       MN
## 19729                                   Tower Hill       IL
## 19730                                        Tacna       AZ
## 19731                                    Hallsburg       TX
## 19732                                    Bird City       KS
## 19733                                 Las Gaviotas       PR
## 19734                                   Greenville       MO
## 19735                                    Richfield       ID
## 19736                                 Little Falls       ME
## 19737                                        Yonah       GA
## 19738                                       Angoon       AK
## 19739                                        Emery       SD
## 19740                                 South Renovo       PA
## 19741                                       Kadoka       SD
## 19742                                     Packwood       IA
## 19743                                     Clermont       IA
## 19744                                     Gem Lake       MN
## 19745                              Lake Timberline       MO
## 19746                                 Michigantown       IN
## 19747                                   Vermillion       MN
## 19748                                   Santa Cruz       TX
## 19749                                       Colver       PA
## 19750                                     Eldorado       OK
## 19751                                    Perrinton       MI
## 19752                                       Lanare       CA
## 19753                                    Melbourne       KY
## 19754                                       Joiner       AR
## 19755                                    Richfield       CA
## 19756                                       Wilmot       SD
## 19757                                    Nickerson       NE
## 19758                                     McGuffey       OH
## 19759                               Christiansburg       OH
## 19760                                       Leedey       OK
## 19761                                     Falmouth       PA
## 19762                                       Lisman       AL
## 19763                                      Trenton       NE
## 19764                                      Bradley       AR
## 19765                                      Bonanza       AR
## 19766                                 Plum Springs       KY
## 19767                                   New Auburn       MN
## 19768                                       Thayne       WY
## 19769                                     Columbia       NC
## 19770                                      Bagtown       MD
## 19771                                   Shrewsbury       WV
## 19772                                      McKenna       WA
## 19773                                    Fairgrove       MI
## 19774                              Villa Esperanza       PR
## 19775                                  Santa Clara       PR
## 19776                                       Barnum       MN
## 19777                                     Brushton       NY
## 19778                                   Gloucester       NC
## 19779                             Charlton Heights       WV
## 19780                             Minnetonka Beach       MN
## 19781                                  Green Ridge       MO
## 19782                                 North Santee       SC
## 19783                                  Shelbyville       MO
## 19784                                  Lost Nation       IL
## 19785                                  Cross Roads       PA
## 19786                                    St. David       IL
## 19787                                     Florence       KS
## 19788                                    Manzanola       CO
## 19789                                       McNeil       AR
## 19790                                      Marcola       OR
## 19791                                     Richmond       LA
## 19792                            Norbourne Estates       KY
## 19793                                        Cecil       WI
## 19794                                  Lemon Grove       FL
## 19795                                        Ipava       IL
## 19796                                  Tolani Lake       AZ
## 19797                                       Eubank       KY
## 19798                                     New Home       TX
## 19799                                        Busby       MT
## 19800                                  Turtle Lake       ND
## 19801                                   Rest Haven       IL
## 19802                                    Bryantown       MD
## 19803                                   Burlington       IL
## 19804                                     Micanopy       FL
## 19805                                      De Kalb       MO
## 19806                                         Mark       IL
## 19807                                 Indian Point       MO
## 19808                                       Forman       ND
## 19809                                Point Comfort       TX
## 19810                                       Elnora       IN
## 19811                                        Groom       TX
## 19812                                    Groveland       CA
## 19813                                 Collegeville       IN
## 19814                                     Symsonia       KY
## 19815                                        Ghent       MN
## 19816                                Morning Glory       TX
## 19817                                West Pocomoke       MD
## 19818                                     Marianna       PA
## 19819                                    Weissport       PA
## 19820                                     Eminence       MO
## 19821                                     Wilkeson       WA
## 19822                                      Pennock       MN
## 19823                                    Elizabeth       LA
## 19824                                     Felicity       OH
## 19825                                     Paradise       TX
## 19826                                       Orland       IN
## 19827                                  South Cairo       NY
## 19828                                        Harts       WV
## 19829                                      Norwood       IL
## 19830                                     Diablock       KY
## 19831                                Stewartsville       VA
## 19832                                    Fairfield       ID
## 19833                                 Round Valley       AZ
## 19834                                Manistee Lake       MI
## 19835                                    Plainview       CA
## 19836                                  Shady Grove       OK
## 19837                             West Alto Bonito       TX
## 19838                          West College Corner       IN
## 19839                                      Paw Paw       WV
## 19840                                        Nevis       MN
## 19841                                     Rose Bud       AR
## 19842                                   Laurel Run       PA
## 19843                          Prairiewood Village       SD
## 19844                                       Vesper       WI
## 19845                                      Palmyra       UT
## 19846                                  Spring Lake       UT
## 19847                                   Vanderbilt       TX
## 19848                                      Lanagan       MO
## 19849                                   Huntsville       UT
## 19850                                       Cowden       IL
## 19851                                       Medway       OH
## 19852                                       Racine       WV
## 19853                               Crawfordsville       OR
## 19854                                    Cragsmoor       NY
## 19855                                    Middleway       WV
## 19856                                 Bogue Chitto       MS
## 19857                                       Wesley       AR
## 19858                                     Mulliken       MI
## 19859                                      Hulbert       OK
## 19860                                Western Grove       AR
## 19861                                        Union       LA
## 19862                           Fort Green Springs       FL
## 19863                                    Pinecraft       FL
## 19864                                    Deercroft       NC
## 19865                                    Kingstown       NC
## 19866                                  McCallsburg       IA
## 19867                                   Saint Mary       MT
## 19868                                     Smithton       MO
## 19869                                         Silo       OK
## 19870                              Washington Park       NC
## 19871                                   Dorchester       NE
## 19872                                      Pierron       IL
## 19873                                       Aurora       NC
## 19874                                         Avon       AL
## 19875                               New Washington       IN
## 19876                                      Trenton       ND
## 19877                                   Gibbsville       WI
## 19878                                         Kulm       ND
## 19879                                     Alberton       MT
## 19880                                   Mowrystown       OH
## 19881                                        Simms       OK
## 19882                                       Towner       ND
## 19883                                       Keokee       VA
## 19884                                Williamsfield       IL
## 19885                                Hickory Grove       SC
## 19886                                      Wishram       WA
## 19887                               Spring Gardens       TX
## 19888                                      Wassaic       NY
## 19889                                     Bancroft       MI
## 19890                                   Lewisville       ID
## 19891                                     Bellwood       NE
## 19892                               Broad Top City       PA
## 19893                                Andersonville       TN
## 19894                                       Noatak       AK
## 19895                                   Roachester       OH
## 19896                                   Leaf River       IL
## 19897                                  Beaver City       NE
## 19898                                  Cawker City       KS
## 19899                                      Hampton       FL
## 19900                                Falls Village       CT
## 19901                                       Beaver       OH
## 19902                                        Ideal       GA
## 19903                                 Grahamsville       NY
## 19904                                      Noonday       TX
## 19905                                    Bowerston       OH
## 19906                                McKnightstown       PA
## 19907                                Lake Poinsett       SD
## 19908                                     Ringwood       OK
## 19909                                          Gas       KS
## 19910                                     Lockhart       SC
## 19911                                      Niangua       MO
## 19912                                      Convent       LA
## 19913                                     Sherwood       MI
## 19914                                   Tolchester       MD
## 19915                                      Rolette       ND
## 19916                                      Parkman       WY
## 19917                                          Bow       WA
## 19918                                   Culbertson       NE
## 19919                                     Montrose       MO
## 19920                                St. Elizabeth       MO
## 19921                                     Aquadale       NC
## 19922                                       Elkton       TN
## 19923                                   Green Lane       PA
## 19924                                    Monaville       WV
## 19925                                     Prentice       WI
## 19926                                   Interlaken       NY
## 19927                                        Wasco       OR
## 19928                                   New Auburn       WI
## 19929                                     Pinedale       AZ
## 19930                                  Valley Bend       WV
## 19931                                         Lind       WA
## 19932                                   Summerhill       PA
## 19933                                    Lake City       CO
## 19934                                     Vanndale       AR
## 19935                                       Holden       UT
## 19936                                        Modoc       SC
## 19937                                 Bristow Cove       AL
## 19938                                        Gates       OR
## 19939                           West Baden Springs       IN
## 19940                                       Toledo       WA
## 19941                                     Oak Hill       MI
## 19942                                    Ellsworth       MN
## 19943                                  Lindisfarne       MT
## 19944                                      Farnham       NY
## 19945                                      Cameron       SC
## 19946                                    Beaverdam       OH
## 19947                                Fisher Island       FL
## 19948                                    Limestone       NY
## 19949                               Old Washington       OH
## 19950                                     De Beque       CO
## 19951                                        Brady       NE
## 19952                                        Adams       OR
## 19953                                  Heart Butte       MT
## 19954                              Pleasant Groves       AL
## 19955                                        Terry       MT
## 19956                                   San Leanna       TX
## 19957                                    Delbarton       WV
## 19958                                     Fairview       MO
## 19959                                  South Heart       ND
## 19960                                     Coalport       PA
## 19961                                         Alma       MO
## 19962                                     Glenburn       ND
## 19963                                      Sedalia       NC
## 19964                                         Iuka       IL
## 19965                                      Emerson       IA
## 19966                                Fort Duchesne       UT
## 19967                                       Tehama       CA
## 19968                                    Cassadaga       NY
## 19969                                       Soudan       MN
## 19970                                       Sumner       GA
## 19971                                         DISH       TX
## 19972                              Cohassett Beach       WA
## 19973                        Sacaton Flats Village       AZ
## 19974                    Downieville-Lawson-Dumont       CO
## 19975                                    Ridgewood       OH
## 19976                                 Camden Point       MO
## 19977                                        Lewis       KS
## 19978                                       Circle       MT
## 19979                                   Hawk Point       MO
## 19980                                       Pierce       ID
## 19981                                   Burkeville       VA
## 19982                                    Starbrick       PA
## 19983                                       Havana       AR
## 19984                                        Yukon       PA
## 19985                                      Churdan       IA
## 19986                                      Grannis       AR
## 19987                                   Jerry City       OH
## 19988                                       Thayer       KS
## 19989                                    Caledonia       OH
## 19990                              Mardela Springs       MD
## 19991                                     Ferndale       FL
## 19992                                       Hawley       TX
## 19993                                     Cohasset       CA
## 19994                                   Stringtown       OK
## 19995                                  Springville       CA
## 19996                                        Gates       TN
## 19997                                   Park Crest       PA
## 19998                                     Runville       PA
## 19999                                  Foot of Ten       PA
##                 state_name     lat       lng
## 1                 New York 40.6943  -73.9249
## 2               California 34.1141 -118.4068
## 3                 Illinois 41.8375  -87.6866
## 4                  Florida 25.7840  -80.2101
## 5                    Texas 32.7935  -96.7667
## 6                    Texas 29.7860  -95.3885
## 7             Pennsylvania 40.0077  -75.1339
## 8                  Georgia 33.7628  -84.4220
## 9     District of Columbia 38.9047  -77.0163
## 10           Massachusetts 42.3188  -71.0852
## 11                 Arizona 33.5722 -112.0892
## 12                Michigan 42.3834  -83.1024
## 13              Washington 47.6211 -122.3244
## 14              California 37.7558 -122.4449
## 15              California 32.8313 -117.1222
## 16               Minnesota 44.9635  -93.2678
## 17                New York 40.6501  -73.9496
## 18                 Florida 27.9945  -82.4447
## 19                Colorado 39.7620 -104.8758
## 20                New York 40.7498  -73.7976
## 21                Maryland 39.3051  -76.6144
## 22                  Nevada 36.2333 -115.2654
## 23                Missouri 38.6359  -90.2451
## 24                  Oregon 45.5371 -122.6500
## 25              California 33.9381 -117.3949
## 26                 Florida 28.4773  -81.3370
## 27              California 38.5677 -121.4685
## 28             Puerto Rico 18.3985  -66.0610
## 29                   Texas 29.4632  -98.5238
## 30              California 37.3012 -121.8480
## 31            Pennsylvania 40.4397  -79.9763
## 32                    Ohio 39.1413  -84.5060
## 33                New York 40.7834  -73.9662
## 34                    Ohio 41.4764  -81.6805
## 35                 Indiana 39.7771  -86.1458
## 36                   Texas 30.3005  -97.7522
## 37                Missouri 39.1238  -94.5541
## 38                    Ohio 39.9862  -82.9855
## 39          North Carolina 35.2083  -80.8303
## 40                Virginia 36.7335  -76.0435
## 41                New York 40.8501  -73.8662
## 42               Wisconsin 43.0642  -87.9675
## 43            Rhode Island 41.8230  -71.4187
## 44                 Florida 30.3322  -81.6749
## 45                    Utah 40.7776 -111.9311
## 46               Tennessee 36.1715  -86.7842
## 47          North Carolina 35.8324  -78.6429
## 48               Tennessee 35.1087  -89.9663
## 49                Kentucky 38.1663  -85.6485
## 50                Virginia 37.5295  -77.4756
## 51                New York 42.9018  -78.8487
## 52                Oklahoma 35.4676  -97.5136
## 53             Connecticut 41.1918  -73.1954
## 54               Louisiana 30.0687  -89.9288
## 55                   Texas 32.7817  -97.3474
## 56             Connecticut 41.7661  -72.6834
## 57                 Arizona 32.1541 -110.8787
## 58                  Hawaii 21.3294 -157.8460
## 59                   Texas 26.2252  -98.2467
## 60                Nebraska 41.2627  -96.0529
## 61                   Texas 31.8476 -106.4300
## 62              New Mexico 35.1054 -106.6465
## 63                New York 43.1680  -77.6162
## 64                 Florida 27.3387  -82.5432
## 65              California 36.7830 -119.7939
## 66                Oklahoma 36.1283  -95.9042
## 67            Pennsylvania 40.5961  -75.4756
## 68                    Ohio 39.7805  -84.2003
## 69                 Alabama 33.5279  -86.7971
## 70          South Carolina 32.8168  -79.9687
## 71                 Florida 26.6443  -81.9957
## 72          South Carolina 34.0378  -80.9036
## 73              California 37.9722 -122.0016
## 74                Colorado 38.8674 -104.7605
## 75           Massachusetts 42.1155  -72.5395
## 76               Tennessee 35.9692  -83.9496
## 77               Louisiana 30.4420  -91.1311
## 78                    Utah 41.2279 -111.9682
## 79                Michigan 42.9619  -85.6562
## 80                New York 42.6664  -73.7987
## 81              California 35.3529 -119.0359
## 82              California 33.6096 -117.6551
## 83             Connecticut 41.3113  -72.9246
## 84           Massachusetts 42.2705  -71.8079
## 85                    Utah 40.2457 -111.6457
## 86                    Ohio 41.0798  -81.5219
## 87                 Florida 27.9631  -80.6593
## 88                    Iowa 41.5725  -93.6105
## 89              California 33.5719 -117.1909
## 90                 Arizona 33.4015 -111.7178
## 91                New York 40.5834  -74.1496
## 92                  Kansas 37.6895  -97.3443
## 93                    Ohio 41.6638  -83.5827
## 94            Pennsylvania 40.2752  -76.8843
## 95                 Florida 27.2796  -80.3884
## 96              California 33.7977 -118.1670
## 97                  Nevada 39.5497 -119.8483
## 98               Wisconsin 43.0822  -89.3930
## 99                Arkansas 34.7256  -92.3577
## 100         South Carolina 34.8354  -82.3646
## 101                  Texas 33.2175  -97.1418
## 102             Washington 47.6671 -117.4330
## 103             California 37.7904 -122.2166
## 104           Pennsylvania 40.0420  -76.3012
## 105               New York 41.6950  -73.9211
## 106                  Idaho 43.6005 -116.2308
## 107         North Carolina 36.1029  -80.2610
## 108               New York 43.0407  -76.1437
## 109                Georgia 33.3645  -82.0708
## 110             California 37.9765 -121.3109
## 111                Florida 29.5389  -81.2457
## 112              Tennessee 35.0660  -85.2481
## 113                Florida 28.3041  -81.4169
## 114         North Carolina 35.9792  -78.9022
## 115                  Texas 32.6998  -97.1250
## 116             California 34.5277 -117.3536
## 117               Colorado 39.7083 -104.7237
## 118             California 37.6375 -121.0028
## 119             California 34.6935 -118.1753
## 120               Arkansas 36.0714  -94.1661
## 121           Pennsylvania 41.4044  -75.6649
## 122             California 34.1964 -119.1815
## 123                   Ohio 41.0993  -80.6463
## 124             California 33.7346 -116.2346
## 125                Florida 30.4413  -87.1911
## 126             California 33.8390 -117.8574
## 127                Florida 26.3558  -81.7859
## 128         North Carolina 36.0956  -79.8271
## 129                Alabama 34.6981  -86.6412
## 130                  Texas 27.7254  -97.3767
## 131                Indiana 41.0888  -85.1436
## 132         North Carolina 35.0850  -78.9772
## 133               Michigan 42.2759  -83.7310
## 134            Mississippi 32.3157  -90.2125
## 135             California 37.9787 -121.7960
## 136                Alabama 30.6782  -88.1162
## 137               Kentucky 38.0423  -84.4587
## 138         North Carolina 35.5707  -82.5537
## 139             New Jersey 40.2237  -74.7641
## 140             California 38.4458 -122.7067
## 141             California 33.7367 -117.8819
## 142               Michigan 42.7142  -84.5601
## 143                 Nevada 36.0133 -115.0381
## 144              Minnesota 44.9478  -93.1039
## 145                Florida 28.0557  -81.9545
## 146             New Jersey 40.7245  -74.1725
## 147               Colorado 40.5477 -105.0656
## 148           Pennsylvania 40.3400  -75.9267
## 149               Missouri 37.1943  -93.2916
## 150             California 33.6772 -117.7738
## 151                 Alaska 61.1508 -149.1091
## 152                  Texas 30.1738  -95.5134
## 153                Indiana 41.6767  -86.2696
## 154               Illinois 42.2596  -89.0640
## 155                Georgia 32.0286  -81.1821
## 156               Nebraska 40.8099  -96.6784
## 157             New Jersey 40.7184  -74.0686
## 158               Illinois 42.3791  -88.0811
## 159               Michigan 43.0236  -83.6921
## 160              Louisiana 32.4653  -93.7955
## 161                  Texas 33.0502  -96.7486
## 162         South Carolina 33.7094  -78.8844
## 163                   Iowa 41.5565  -90.6053
## 164                   Ohio 40.8078  -81.3676
## 165             California 34.4175 -118.4964
## 166             California 32.6281 -117.0144
## 167                 Oregon 44.0564 -123.1174
## 168                Arizona 33.2825 -111.8514
## 169                 Oregon 44.9233 -123.0244
## 170         North Carolina 35.3933  -80.6369
## 171                Arizona 33.3100 -111.7463
## 172                Georgia 32.5100  -84.8771
## 173            Puerto Rico 18.4382  -67.1537
## 174                  Texas 33.5657 -101.8879
## 175                 Nevada 36.2883 -115.0888
## 176                Florida 27.7931  -82.6652
## 177                Florida 30.4551  -84.2527
## 178                  Texas 27.5625  -99.4874
## 179               Illinois 40.7520  -89.6154
## 180                Arizona 33.3873 -112.3235
## 181              Louisiana 30.2082  -92.0325
## 182                  Texas 32.8583  -96.9702
## 183                Alabama 32.3482  -86.2668
## 184             California 36.3276 -119.3269
## 185                  Texas 33.2016  -96.6670
## 186         North Carolina 34.2099  -77.8866
## 187               Virginia 36.6778  -76.3023
## 188                Arizona 33.5791 -112.2311
## 189                  Texas 32.9100  -96.6304
## 190             Washington 46.1978 -119.1732
## 191                Florida 28.0118  -81.7014
## 192                Arizona 33.6872 -111.8651
## 193               Virginia 36.8945  -76.2590
## 194                  Texas 31.0753  -97.7297
## 195           Pennsylvania 39.9651  -76.7315
## 196             New Jersey 39.3797  -74.4527
## 197          New Hampshire 42.7491  -71.4910
## 198               Virginia 38.8786  -77.1011
## 199                  Texas 25.9975  -97.4580
## 200             California 37.5265 -121.9843
## 201            Mississippi 30.4274  -89.0704
## 202                Indiana 37.9881  -87.5341
## 203                Florida 25.8696  -80.3045
## 204                Florida 30.4174  -86.8907
## 205               Maryland 39.5022  -76.3113
## 206                Florida 27.0576  -82.1977
## 207             California 34.1416 -117.2943
## 208                  Maine 43.6773  -70.2715
## 209                 Nevada 36.0091 -115.2278
## 210             Washington 47.5436 -122.7121
## 211              Wisconsin 44.5148  -87.9895
## 212              Wisconsin 44.2780  -88.3892
## 213                 Nevada 36.0952 -115.2636
## 214             Washington 47.2431 -122.4531
## 215         South Carolina 34.9442  -81.9251
## 216               Virginia 37.2785  -79.9581
## 217                Florida 29.6804  -82.3459
## 218                Florida 28.9050  -81.2137
## 219               Michigan 42.2749  -85.5882
## 220             California 34.1914 -118.8756
## 221         North Carolina 35.7410  -81.3223
## 222               New York 40.9466  -73.8673
## 223             California 33.9244 -117.2045
## 224             California 34.0968 -117.4599
## 225                  Texas 30.5852  -96.2959
## 226           North Dakota 46.8651  -96.8292
## 227                  Texas 35.1984 -101.8316
## 228            Connecticut 41.5495  -72.0882
## 229             Washington 47.0417 -122.8959
## 230            Connecticut 41.5582  -73.0361
## 231             California 36.6883 -121.6317
## 232          West Virginia 38.4109  -82.4345
## 233             California 33.6960 -118.0018
## 234              Tennessee 36.5692  -87.3413
## 235             California 34.4285 -119.7202
## 236             California 34.1819 -118.2468
## 237                 Nevada 36.1783 -115.0487
## 238                  Texas 32.6871  -97.0208
## 239                 Kansas 38.8870  -94.6870
## 240               Maryland 39.6401  -77.7217
## 241                  Idaho 43.5844 -116.5638
## 242         North Carolina 35.2494  -81.1854
## 243                  Texas 33.1560  -96.8216
## 244                   Iowa 41.9662  -91.6783
## 245             California 33.7341 -116.9969
## 246                 Nevada 36.0872 -115.1355
## 247           South Dakota 43.5396  -96.7311
## 248             Washington 45.6366 -122.5967
## 249                Arizona 33.7843 -112.2989
## 250                  Texas 31.5599  -97.1882
## 251                   Ohio 41.4409  -82.1840
## 252           Pennsylvania 42.1167  -80.0733
## 253               Virginia 37.1051  -76.5185
## 254               Illinois 41.7638  -88.2902
## 255                Florida 26.1412  -80.1464
## 256             California 38.1125 -122.2342
## 257              Tennessee 35.8490  -86.4121
## 258                Florida 28.4798  -82.5300
## 259                Arizona 33.3881 -111.9319
## 260         North Carolina 35.9910  -79.9937
## 261                 Oregon 42.3372 -122.8540
## 262            Connecticut 41.4015  -73.4709
## 263             California 38.4161 -121.3842
## 264             California 34.0393 -117.6064
## 265               Maryland 39.4337  -77.4141
## 266                Florida 27.6132  -80.4163
## 267                Florida 29.1780  -82.1511
## 268             California 33.2247 -117.3083
## 269             California 34.1247 -117.5667
## 270             California 33.7787 -117.9601
## 271         North Carolina 35.7819  -78.8195
## 272                Florida 26.0128  -80.3382
## 273            Puerto Rico 18.3794  -66.1635
## 274             California 34.5944 -118.1057
## 275          New Hampshire 42.9848  -71.4447
## 276                Indiana 40.3991  -86.8593
## 277             California 36.9789 -122.0346
## 278             Washington 48.0809 -122.1561
## 279               Michigan 43.2281  -86.2562
## 280               Illinois 39.7709  -89.6540
## 281             California 37.6328 -122.0766
## 282          Massachusetts 41.6697  -70.9428
## 283               Virginia 38.8185  -77.0861
## 284             New Jersey 40.9147  -74.1624
## 285             California 33.8616 -117.5649
## 286             California 37.3057 -120.4779
## 287                Georgia 32.5961  -83.6527
## 288                  Texas 29.8554  -93.9264
## 289                Georgia 32.8065  -83.6974
## 290                 Kansas 39.1235  -94.7443
## 291               Colorado 39.6977 -105.1172
## 292             California 37.3836 -122.0255
## 293               Virginia 38.2992  -77.4872
## 294                Florida 28.7672  -81.8962
## 295               Illinois 40.1142  -88.2737
## 296                Florida 26.0293  -80.1679
## 297                  Texas 29.6575  -95.1498
## 298             California 34.0585 -117.7626
## 299             California 33.1348 -117.0723
## 300               Illinois 41.5188  -88.1499
## 301              Louisiana 30.2010  -93.2111
## 302                  Texas 32.7602  -96.5865
## 303         South Carolina 34.7821  -82.3032
## 304                Florida 30.1995  -85.6003
## 305             Washington 47.5951 -122.1535
## 306               Illinois 41.7480  -88.1659
## 307                  Texas 26.1916  -97.6977
## 308                Alabama 33.2348  -87.5268
## 309                Indiana 41.6916  -85.9627
## 310             California 33.8346 -118.3416
## 311               New York 42.1014  -75.9093
## 312              Louisiana 29.5800  -90.7059
## 313                 Kansas 39.0346  -95.6955
## 314             California 38.7703 -121.3196
## 315             California 38.2583 -122.0335
## 316                  Texas 32.3184  -95.3062
## 317             California 33.8841 -117.9279
## 318               Colorado 38.2701 -104.6114
## 319                Georgia 33.9508  -83.3689
## 320             California 34.9333 -120.4431
## 321                Arizona 33.6815 -112.4515
## 322          West Virginia 38.3484  -81.6322
## 323             New Mexico 32.3265 -106.7893
## 324              Louisiana 29.9977  -90.1780
## 325               Colorado 39.9197 -104.9438
## 326                 Kansas 38.8833  -94.8200
## 327            Puerto Rico 18.4054  -65.9792
## 328                Georgia 34.2902  -83.8294
## 329                   Utah 40.6886 -112.0123
## 330             California 33.8038 -117.8218
## 331               Michigan 42.4934  -83.0270
## 332             California 34.1597 -118.1390
## 333                  Texas 30.0849  -94.1451
## 334         North Carolina 36.0760  -79.4685
## 335               Virginia 37.0551  -76.3630
## 336               Missouri 38.9472  -92.3268
## 337                Arizona 32.5995 -114.5491
## 338             New Jersey 40.6658  -74.1913
## 339              Wisconsin 42.7274  -87.8135
## 340               Colorado 40.4152 -104.7706
## 341             Washington 47.3887 -122.2128
## 342            Connecticut 41.1039  -73.5585
## 343                  Texas 31.8801 -102.3448
## 344               Illinois 40.4757  -88.9703
## 345                Florida 25.9773  -80.3351
## 346               Colorado 39.0877 -108.5673
## 347               Michigan 42.5809  -83.0305
## 348                Florida 26.2702  -80.2591
## 349              Tennessee 36.3406  -82.3806
## 350                  Texas 32.9890  -96.8999
## 351                  Texas 32.0243 -102.1147
## 352             Washington 46.5923 -120.5496
## 353             Washington 48.7548 -122.4690
## 354             California 39.1357 -121.6383
## 355               Michigan 42.4614  -83.6526
## 356             California 37.3646 -121.9680
## 357                   Utah 37.0758 -113.5752
## 358               Arkansas 35.3495  -94.3695
## 359             California 34.2663 -118.7490
## 360               Delaware 39.1610  -75.5202
## 361               Oklahoma 35.2335  -97.3471
## 362                  Texas 32.4543  -99.7384
## 363                Montana 45.7891 -108.5526
## 364            Puerto Rico 18.0127  -66.6212
## 365                Florida 26.6120  -81.6388
## 366              Minnesota 45.5340  -94.1718
## 367            Puerto Rico 18.4491  -66.7387
## 368              Wisconsin 42.5865  -87.8773
## 369         North Carolina 35.5943  -77.3760
## 370               Colorado 39.8320 -105.1510
## 371                  Texas 29.5581  -95.3218
## 372               Missouri 39.0871  -94.3501
## 373                  Texas 29.4154  -94.9682
## 374             California 40.5698 -122.3650
## 375               Virginia 37.4003  -79.1909
## 376               Colorado 40.0248 -105.2524
## 377                   Iowa 41.6559  -91.5303
## 378              Minnesota 44.0154  -92.4780
## 379             California 37.8722 -122.2760
## 380               Maryland 38.6085  -76.9194
## 381                Florida 28.9034  -81.9887
## 382              Minnesota 46.7756  -92.1393
## 383             California 34.0326 -118.1691
## 384               Michigan 43.4199  -83.9501
## 385             California 36.8278 -119.6830
## 386          Massachusetts 42.5209  -71.7717
## 387                  Texas 30.5270  -97.6642
## 388              Louisiana 32.5185  -92.0774
## 389          Massachusetts 42.3759  -71.1185
## 390                Florida 27.9790  -82.7623
## 391             California 36.6224 -121.8199
## 392                   Utah 40.6024 -112.0008
## 393                  Texas 32.9716  -96.7093
## 394                Florida 26.7469  -80.1320
## 395                  Texas 31.1068  -97.3891
## 396                Vermont 44.4876  -73.2316
## 397             California 37.9477 -122.3389
## 398               Colorado 39.8837 -105.0624
## 399           Pennsylvania 40.2508  -75.6445
## 400                Florida 27.9367  -82.3000
## 401         South Carolina 34.9415  -81.0241
## 402                  Idaho 43.6116 -116.3977
## 403                  Idaho 47.7040 -116.7936
## 404             California 33.1246 -117.2834
## 405          Massachusetts 42.6389  -71.3217
## 406                   Iowa 42.4918  -92.3522
## 407         South Carolina 32.9067  -80.0722
## 408             California 37.0046 -121.5854
## 409             California 33.9379 -118.1311
## 410                 Oregon 45.5021 -122.4413
## 411               Illinois 42.0383  -88.3240
## 412               New York 43.0962  -75.2261
## 413               Oklahoma 36.0380  -95.7806
## 414             California 33.6667 -117.9135
## 415             California 39.7578 -121.8161
## 416                   Iowa 42.4959  -96.3901
## 417                  Texas 29.4874  -95.1087
## 418                Florida 25.9433  -80.2426
## 419                Florida 26.2428  -80.1312
## 420             California 34.2741 -119.2314
## 421             Washington 47.9525 -122.1669
## 422             California 32.7865 -115.5595
## 423                  Texas 29.5935  -95.6358
## 424             California 34.0739 -118.0291
## 425                  Texas 33.0454  -96.9815
## 426             California 34.0555 -117.9113
## 427             California 33.4928 -117.1315
## 428                 Oregon 44.0563 -121.3095
## 429               Maryland 38.3756  -75.5865
## 430         North Carolina 34.7289  -77.3941
## 431             California 33.9566 -118.3444
## 432               Michigan 42.3127  -83.2130
## 433               Colorado 39.5926 -104.8673
## 434             California 34.1879 -118.3235
## 435                 Nevada 39.5736 -119.7161
## 436                Georgia 33.9366  -84.3703
## 437                Indiana 39.1637  -86.5257
## 438                   Utah 41.7399 -111.8422
## 439                 Hawaii 21.3920 -157.7396
## 440             California 32.8017 -116.9604
## 441                 Oregon 45.5273 -122.9360
## 442                Georgia 33.6273  -84.5800
## 443             Washington 47.4784 -122.1918
## 444              Louisiana 30.3751  -90.0904
## 445             California 37.5522 -122.3121
## 446               Maryland 39.2004  -76.8590
## 447             California 37.6862 -122.4685
## 448                Florida 26.0789  -80.2870
## 449             California 34.0010 -117.4706
## 450          Massachusetts 42.0821  -71.0242
## 451               Colorado 40.1686 -105.1005
## 452             California 34.1175 -117.3892
## 453            Puerto Rico 18.0827  -67.0460
## 454              Wisconsin 44.8197  -91.4948
## 455             California 37.5053 -120.8588
## 456             California 33.9069 -118.0829
## 457               Colorado 39.5419 -104.9708
## 458                  Texas 33.1088  -96.6735
## 459                  Texas 33.9072  -98.5291
## 460             New Mexico 35.2873 -106.6982
## 461             California 38.3587 -121.9673
## 462             Washington 47.6626 -117.2346
## 463               Virginia 38.0375  -78.4855
## 464                  Idaho 43.4871 -112.0362
## 465             California 33.6909 -117.1849
## 466               Missouri 38.9171  -94.3816
## 467          Massachusetts 42.2506  -71.0187
## 468                  Texas 31.4424 -100.4504
## 469          Massachusetts 42.4781  -70.9664
## 470               Michigan 42.7677  -86.0984
## 471             Washington 47.3091 -122.3358
## 472             California 37.7927 -121.2264
## 473               Colorado 39.9946 -105.0998
## 474             New Mexico 35.6619 -105.9819
## 475             California 34.3975 -117.3147
## 476              Wisconsin 43.8241  -91.2268
## 477                Florida 27.8227  -82.3023
## 478              Tennessee 36.5224  -82.5454
## 479                  Texas 26.3196  -98.1597
## 480             California 33.1896 -117.2386
## 481               Kentucky 36.9716  -86.4378
## 482                Indiana 39.9650  -86.1460
## 483                  Texas 32.5193  -94.7622
## 484             California 37.7269 -121.4523
## 485                Arizona 34.5980 -112.3185
## 486                 Oregon 45.4779 -122.8168
## 487          New Hampshire 43.0580  -70.7826
## 488               Virginia 36.8468  -76.3540
## 489                Indiana 39.9588  -85.9659
## 490                   Utah 40.2981 -111.6994
## 491                   Utah 40.5709 -111.8506
## 492                Florida 26.1547  -80.2997
## 493                Arizona 33.1786 -111.5629
## 494             California 33.8930 -118.2274
## 495             California 38.6017 -121.3845
## 496             California 36.3274 -119.6549
## 497                Florida 26.3752  -80.1080
## 498                   Ohio 39.5033  -84.3659
## 499               Michigan 42.3972  -83.3733
## 500             California 33.8374 -118.2559
## 501                 Kansas 38.9597  -95.2642
## 502              Louisiana 30.2887  -89.7828
## 503               Virginia 37.2300  -80.4279
## 504             California 33.1350 -117.1743
## 505                Arizona 33.2614 -112.3622
## 506               Oklahoma 35.6689  -97.4160
## 507            Puerto Rico 18.2003  -67.1397
## 508          Massachusetts 41.7136  -71.1015
## 509             California 33.9447 -118.1926
## 510               Virginia 36.6953  -76.6398
## 511                Indiana 39.4660  -87.3751
## 512                Montana 46.8751 -114.0214
## 513             California 34.0235 -118.4810
## 514                Georgia 34.0391  -84.3513
## 515             New Jersey 39.4653  -74.9981
## 516                Florida 26.1259  -80.2617
## 517                Florida 28.5280  -81.1868
## 518             Washington 47.6970 -122.2057
## 519                Alabama 33.3763  -86.8068
## 520             California 33.7523 -117.9938
## 521               Oklahoma 34.6175  -98.4202
## 522             California 37.7074 -122.1599
## 523                Alabama 32.6087  -85.4903
## 524            Connecticut 41.1144  -73.4215
## 525               Missouri 38.7850  -90.7175
## 526             California 33.9836 -117.6654
## 527               Maryland 39.1755  -77.2643
## 528          New Hampshire 43.1887  -70.8845
## 529           North Dakota 46.8143 -100.7694
## 530               Illinois 42.3698  -87.8716
## 531                Arizona 33.4314 -112.6429
## 532                Florida 28.0106  -82.5763
## 533             New Jersey 40.8630  -74.1575
## 534              Minnesota 44.8306  -93.3151
## 535         South Carolina 32.8537  -79.8203
## 536         South Carolina 34.1780  -79.7898
## 537          Massachusetts 42.3316  -71.2085
## 538           Pennsylvania 40.7909  -77.8567
## 539             California 37.6868 -121.7607
## 540           South Dakota 44.0716 -103.2204
## 541               Illinois 39.8557  -88.9342
## 542                Georgia 34.7690  -84.9720
## 543                  Texas 30.3238  -95.4824
## 544             California 33.9147 -118.3476
## 545          Massachusetts 42.7002  -71.1626
## 546                  Texas 29.6994  -98.1148
## 547             California 38.6948 -121.2880
## 548               Michigan 42.2431  -84.4038
## 549             California 33.9678 -118.0188
## 550                Indiana 40.1989  -85.3950
## 551               Michigan 42.5817  -83.1457
## 552                Florida 28.8119  -82.5392
## 553               Michigan 42.9821  -82.4388
## 554             California 38.2975 -122.3010
## 555                Florida 26.3050  -80.1277
## 556               Arkansas 36.1901  -94.1574
## 557             California 33.6151 -117.8668
## 558                Indiana 40.0891  -85.6892
## 559             California 37.7624 -121.9365
## 560             California 33.6605 -117.6714
## 561                  Texas 26.2039  -98.3256
## 562             Washington 47.3039 -122.2108
## 563              Minnesota 45.1112  -93.3505
## 564                  Texas 30.6650  -96.3807
## 565                   Ohio 39.9300  -83.7959
## 566            Mississippi 31.3074  -89.3170
## 567               Michigan 42.3192  -83.3805
## 568               Illinois 41.8445  -87.7593
## 569                Georgia 31.5776  -84.1762
## 570                Florida 26.6194  -81.8302
## 571                Florida 28.5818  -81.4692
## 572                  Texas 29.9777  -95.1953
## 573             California 33.8572 -118.0046
## 574             California 37.5025 -122.2253
## 575               Michigan 42.4860  -83.3771
## 576               Illinois 38.9037  -90.1520
## 577                Florida 28.1086  -80.6627
## 578                Florida 25.8171  -80.1396
## 579             California 34.0840 -118.1355
## 580               Virginia 37.2693  -76.7076
## 581             California 36.9630 -120.0778
## 582           Rhode Island 41.7062  -71.4334
## 583           Rhode Island 41.7658  -71.4858
## 584                  Texas 29.7587  -94.9671
## 585                Florida 27.9088  -82.7712
## 586               Maryland 39.0028  -77.0207
## 587             California 33.8471 -118.1222
## 588             California 37.4001 -122.0796
## 589               Illinois 41.1020  -87.8643
## 590                Georgia 34.0333  -84.2027
## 591                Arizona 35.1872 -111.6194
## 592              Tennessee 35.9200  -86.8516
## 593               Missouri 37.0757  -94.5018
## 594                   Ohio 41.3843  -81.7286
## 595                   Utah 41.0770 -111.9620
## 596               New York 40.9304  -73.7836
## 597         South Carolina 34.5211  -82.6478
## 598           Pennsylvania 40.3412  -76.4228
## 599          Massachusetts 42.3908  -71.1014
## 600            Puerto Rico 18.0344  -66.8615
## 601               Missouri 39.7598  -94.8210
## 602              Minnesota 45.0225  -93.4617
## 603             California 33.7311 -117.8107
## 604                Florida 28.2409  -82.1797
## 605             California 37.4336 -121.8921
## 606                Alabama 34.8303  -87.6655
## 607             California 37.6663 -121.8805
## 608                Florida 26.5281  -80.0811
## 609                  Texas 33.4500  -94.0847
## 610             California 38.6668 -121.1422
## 611             California 33.8880 -118.1271
## 612                  Texas 26.1685  -98.1904
## 613                Florida 25.4665  -80.4472
## 614                Georgia 30.8502  -83.2788
## 615             California 34.1178 -117.6604
## 616               Illinois 42.0464  -87.6943
## 617                   Ohio 40.0706  -82.4250
## 618               Kentucky 37.7031  -85.8773
## 619                Florida 29.8976  -81.3100
## 620             California 38.5737 -121.2527
## 621             California 37.7668 -122.2670
## 622             California 33.9508 -117.7254
## 623             California 33.7898 -117.2233
## 624               Illinois 42.0308  -88.0838
## 625                Florida 25.6697  -80.3556
## 626             California 34.2230 -119.0321
## 627                Alabama 33.6712  -85.8135
## 628         South Carolina 33.9392  -80.3930
## 629               Arkansas 35.8212  -90.6791
## 630                Indiana 41.6168  -87.4909
## 631             California 38.6318 -121.3263
## 632               Illinois 42.0955  -87.9826
## 633          West Virginia 39.6383  -79.9464
## 634               Michigan 42.8908  -85.7066
## 635                Wyoming 41.1350 -104.7902
## 636             Washington 46.2506 -119.1305
## 637             California 36.9206 -121.7708
## 638               Michigan 42.4765  -83.2605
## 639              Wisconsin 44.9620  -89.6459
## 640               Michigan 42.6645  -83.1563
## 641               Colorado 40.4166 -105.0623
## 642              Louisiana 31.2923  -92.4702
## 643             California 38.0182 -121.8965
## 644              Louisiana 30.5061  -90.4563
## 645                   Utah 40.5570 -111.9784
## 646               Michigan 42.2985  -85.2296
## 647           Pennsylvania 40.6266  -75.3679
## 648            Puerto Rico 18.3331  -65.6589
## 649             California 38.5553 -121.7370
## 650             California 34.5352 -117.2109
## 651           Rhode Island 41.8744  -71.3743
## 652          West Virginia 40.0752  -80.6951
## 653                  Texas 33.0343  -97.1146
## 654               Virginia 38.4362  -78.8735
## 655                  Texas 30.5105  -97.8197
## 656              Wisconsin 44.0227  -88.5619
## 657               Virginia 39.1735  -78.1746
## 658            Puerto Rico 18.2319  -66.0388
## 659               Maryland 39.2774  -76.8345
## 660                  Idaho 42.8724 -112.4647
## 661         South Carolina 32.1896  -80.7499
## 662            Connecticut 41.6759  -72.7862
## 663                   Ohio 40.7656  -82.5275
## 664              Minnesota 44.9057  -92.9230
## 665                Florida 26.1605  -80.2241
## 666                   Utah 40.4136 -111.8725
## 667               Illinois 41.6901  -88.1021
## 668               Virginia 38.6473  -77.3459
## 669                  Texas 29.5630  -95.5365
## 670                  Texas 29.0516  -95.4521
## 671           Pennsylvania 40.5082  -78.4007
## 672                Florida 25.8152  -80.3565
## 673               Kentucky 37.7575  -87.1172
## 674               Virginia 38.8390  -77.4389
## 675               New York 40.9136  -73.8291
## 676             California 34.0829 -117.9722
## 677               Colorado 39.9542 -105.0526
## 678             California 34.0512 -117.1712
## 679              Tennessee 35.1817  -84.8707
## 680                Alabama 31.2336  -85.4070
## 681             New Jersey 39.9361  -75.1073
## 682             Washington 47.6763 -122.1169
## 683          Massachusetts 42.3085  -71.4368
## 684              Tennessee 35.6538  -88.8354
## 685              Wisconsin 42.6854  -89.0135
## 686            Puerto Rico 18.0532  -66.5044
## 687                  Texas 32.5690  -97.1213
## 688              Wisconsin 43.0087  -88.2464
## 689                Florida 26.2056  -80.2539
## 690             Washington 47.4360 -120.3295
## 691                Florida 29.1995  -81.0982
## 692               Colorado 39.3763 -104.8535
## 693             California 33.8577 -118.3765
## 694               Delaware 39.7415  -75.5416
## 695                  Texas 29.8734  -97.9356
## 696             California 37.6032 -122.0181
## 697               Maryland 39.4041  -76.9528
## 698               Arkansas 35.0753  -92.4692
## 699             New Jersey 40.6668  -74.1158
## 700            Puerto Rico 18.3832  -66.1134
## 701             California 38.8075 -121.2489
## 702             New Jersey 40.8574  -74.1282
## 703              Wisconsin 43.7403  -87.7316
## 704                Arizona 32.3423 -111.0113
## 705               Missouri 38.7954  -90.5157
## 706              Minnesota 45.1089  -93.4626
## 707             California 37.9024 -122.0399
## 708             California 37.7161 -121.8963
## 709                  Texas 32.8604  -97.2180
## 710                Indiana 41.5905  -87.3473
## 711               Maryland 39.1560  -76.6071
## 712              Tennessee 36.5572  -82.2154
## 713                Alabama 34.5731  -86.9905
## 714              Wisconsin 43.4173  -88.1818
## 715             California 38.1218 -121.2932
## 716                   Ohio 40.7410  -84.1120
## 717            Puerto Rico 18.3643  -66.5611
## 718              Minnesota 44.6774  -93.2520
## 719              Minnesota 45.1696  -93.2077
## 720                Florida 28.1217  -81.4821
## 721             New Jersey 40.7651  -74.2117
## 722                Indiana 40.0355  -86.0042
## 723               Maryland 39.1346  -77.2131
## 724             California 33.6847 -117.3344
## 725             California 37.3905 -122.1468
## 726             California 33.9617 -117.5803
## 727             California 36.1995 -119.3400
## 728               Arkansas 36.3170  -94.1531
## 729             California 33.8890 -117.7714
## 730          West Virginia 39.2623  -81.5420
## 731              Minnesota 44.8170  -93.1638
## 732                Florida 26.1006  -80.4054
## 733             Washington 46.1461 -122.9630
## 734               Michigan 43.5902  -83.8887
## 735                   Iowa 42.5002  -90.7070
## 736             New Jersey 40.7675  -74.0323
## 737             California 36.0643 -119.0338
## 738             Washington 48.4203 -122.3115
## 739               Illinois 42.1180  -88.0430
## 740             California 35.6394 -120.6560
## 741                   Iowa 41.5521  -93.7806
## 742             California 33.9240 -118.2016
## 743               Illinois 42.0360  -87.7400
## 744                  Texas 33.6273  -96.6221
## 745               Maryland 39.0834  -77.1553
## 746          Massachusetts 42.7838  -71.0871
## 747           Pennsylvania 39.8118  -76.9836
## 748                 Kansas 39.0158  -94.8076
## 749                Georgia 34.2662  -85.1863
## 750               New York 42.8025  -73.9275
## 751             Washington 47.1198 -122.2853
## 752               Illinois 41.9314  -88.7481
## 753             California 38.2423 -122.6266
## 754             Washington 47.6017 -122.0416
## 755                  Texas 30.6660  -97.6966
## 756               Illinois 37.7221  -89.2237
## 757                Florida 26.4550  -80.0905
## 758               Maryland 39.2704  -76.4942
## 759              Louisiana 30.0109  -90.2549
## 760                 Oregon 44.6272 -123.0965
## 761                   Iowa 41.7288  -93.6031
## 762             California 37.6538 -122.4196
## 763             California 37.7088 -122.0626
## 764               Maryland 38.9866  -77.1188
## 765               New York 43.0674  -73.7775
## 766                 Oregon 44.5698 -123.2779
## 767               New York 40.7839  -73.2522
## 768                   Iowa 42.0256  -93.6217
## 769               New York 43.3109  -73.6458
## 770                Indiana 41.7092  -86.8690
## 771                  Texas 28.8287  -96.9849
## 772          Massachusetts 42.4305  -71.0576
## 773          West Virginia 40.4060  -80.5671
## 774               Michigan 42.4786  -83.4893
## 775            Puerto Rico 17.9743  -66.1104
## 776                Georgia 34.0704  -84.2738
## 777                Florida 28.2106  -82.3238
## 778          Massachusetts 42.3889  -71.2423
## 779             California 33.5275 -117.7050
## 780             California 33.4499 -117.6102
## 781               Arkansas 34.7807  -92.2371
## 782                 Alaska 64.8353 -147.6533
## 783             California 33.9682 -118.2447
## 784              Minnesota 44.8488  -93.4595
## 785             New Jersey 40.2631  -74.4917
## 786                  Texas 30.4515  -97.6018
## 787                Wyoming 42.8420 -106.3208
## 788              Minnesota 44.7648  -93.2793
## 789           North Dakota 47.9214  -97.0884
## 790             California 37.9356 -121.7190
## 791                   Utah 40.6892 -111.8292
## 792               New York 42.0938  -76.8097
## 793                Florida 27.4770  -81.4530
## 794             California 33.9282 -117.9515
## 795              Minnesota 45.1755  -93.3094
## 796              Louisiana 32.5224  -93.6668
## 797                   Ohio 39.3939  -84.5653
## 798               Michigan 42.2260  -83.2688
## 799             Washington 47.1628 -122.5299
## 800                Indiana 39.6019  -86.1073
## 801               Nebraska 41.1485  -95.9390
## 802             California 34.0155 -118.1108
## 803               Oklahoma 35.3293  -97.4757
## 804                   Iowa 41.2369  -95.8516
## 805                  Texas 32.9155  -96.5489
## 806                  Texas 30.0613  -95.3830
## 807                Florida 26.9918  -82.1140
## 808               Virginia 38.9497  -77.3461
## 809             California 33.9901 -118.0888
## 810               Michigan 42.3164  -83.2769
## 811                Florida 29.1085  -81.0137
## 812             California 33.0492 -117.2610
## 813                 Oregon 44.0538 -122.9811
## 814                Montana 47.5022 -111.2996
## 815         North Carolina 35.9685  -77.8040
## 816               Colorado 39.8641 -104.8430
## 817               Michigan 42.6493  -83.2878
## 818                Florida 25.6700  -80.4482
## 819                Florida 26.6461  -80.2699
## 820             California 37.9905 -122.5221
## 821             California 34.0497 -118.1326
## 822             California 32.7703 -117.0204
## 823             California 38.6712 -121.7500
## 824                Georgia 33.9533  -84.5422
## 825         North Carolina 35.9271  -79.0391
## 826             California 33.8943 -118.3072
## 827            Connecticut 41.5369  -72.7946
## 828            Connecticut 41.6812  -72.9407
## 829          Massachusetts 42.4189  -71.0040
## 830          Massachusetts 42.4234  -71.1087
## 831                Florida 28.0847  -82.7481
## 832             California 37.3168 -122.0466
## 833                Florida 26.9200  -80.1128
## 834              Tennessee 36.3063  -86.5997
## 835                Florida 25.9008  -80.1686
## 836               Illinois 42.0345  -87.9008
## 837                   Utah 40.6569 -111.9493
## 838              Wisconsin 43.0068  -88.0296
## 839                Florida 28.7891  -81.2757
## 840         North Carolina 35.4060  -80.8716
## 841                  Texas 32.8508  -97.0800
## 842             Washington 46.2824 -119.2939
## 843             California 32.8554 -116.9851
## 844               New York 41.0220  -73.7547
## 845             New Jersey 40.7452  -74.0281
## 846                Indiana 40.4640  -86.1277
## 847          Massachusetts 41.9036  -71.0943
## 848               Michigan 42.4925  -82.8961
## 849               Maryland 39.3944  -76.6190
## 850                  Idaho 43.6453 -116.6594
## 851             California 33.9336 -118.0312
## 852               Illinois 41.6075  -87.8619
## 853                Georgia 33.6842  -84.1372
## 854                Florida 26.8466  -80.1679
## 855               Michigan 42.5084  -83.1539
## 856                Florida 26.2466  -80.2119
## 857               Missouri 39.0124  -94.2721
## 858             Washington 47.7564 -122.3426
## 859               Oklahoma 35.4630  -97.3710
## 860               Maryland 38.9549  -76.7406
## 861         North Carolina 35.7237  -78.8743
## 862               Illinois 41.7139  -87.7528
## 863                 Nevada 39.1511 -119.7476
## 864                Florida 25.7723  -80.3460
## 865                Arizona 33.2454 -111.6173
## 866                  Texas 30.5728  -97.8618
## 867              Tennessee 35.2337  -89.8195
## 868                Florida 28.2363  -81.2779
## 869                Florida 26.2803  -80.1842
## 870                   Ohio 39.6956  -84.1494
## 871               Colorado 39.5084 -104.7753
## 872               Missouri 38.7825  -90.6061
## 873             California 33.7105 -117.9514
## 874                Arizona 33.0408 -112.0011
## 875               Illinois 41.8433  -87.7909
## 876             California 32.6654 -117.0983
## 877                 Kansas 38.9609  -94.8018
## 878             California 34.1113 -117.1650
## 879             California 34.1342 -118.0373
## 880               Illinois 42.0641  -87.9375
## 881                Arizona 34.5006 -114.3113
## 882               Illinois 41.5670  -87.8049
## 883                  Texas 32.5992  -96.8633
## 884             New Jersey 40.4870  -74.4450
## 885          Massachusetts 42.1764  -72.5719
## 886                Alabama 34.7114  -86.7626
## 887            Connecticut 41.2739  -72.9672
## 888                Georgia 33.8633  -84.5168
## 889             California 33.9800 -118.2167
## 890                  Texas 33.0362  -96.5161
## 891             California 33.9992 -117.8161
## 892              Minnesota 44.7457  -93.2004
## 893             New Jersey 40.5202  -74.2724
## 894                Florida 27.4901  -82.5757
## 895                Georgia 33.8743  -84.3314
## 896             California 33.9970 -117.9727
## 897                 Kansas 39.1886  -96.6048
## 898                 Oregon 45.4237 -122.7845
## 899                Florida 25.7556  -80.4016
## 900             California 34.0336 -117.0429
## 901                Florida 25.7471  -80.3523
## 902          Massachusetts 42.5335  -70.9725
## 903             New Jersey 40.6154  -74.4157
## 904            Mississippi 34.9514  -89.9786
## 905                Florida 28.7015  -81.5316
## 906               Illinois 41.8872  -87.7899
## 907                Florida 28.4417  -81.6146
## 908               Maryland 39.1355  -76.6956
## 909             California 33.8977 -118.1651
## 910             California 34.0538 -117.3255
## 911               Michigan 42.8852  -85.5926
## 912               Maryland 39.0927  -77.0826
## 913              Minnesota 44.9322  -93.4598
## 914               Illinois 41.8561  -88.1085
## 915             California 38.5557 -121.5505
## 916                Arizona 32.9069 -111.7624
## 917               Illinois 40.5217  -88.9884
## 918                Florida 25.7081  -80.4078
## 919             California 33.7970 -116.9916
## 920             California 38.0920 -122.5575
## 921                Florida 27.8589  -82.7078
## 922                  Texas 29.2484  -94.8913
## 923              Minnesota 44.8914  -93.3602
## 924                   Utah 40.4899 -112.0170
## 925                   Ohio 41.3760  -82.1060
## 926               Nebraska 40.9218  -98.3586
## 927                 Oregon 45.4920 -122.8725
## 928             Washington 47.0462 -122.7933
## 929               Arkansas 36.3547  -94.2305
## 930               New York 40.7241  -73.5125
## 931          Massachusetts 42.7340  -71.1889
## 932             New Jersey 40.7857  -74.0094
## 933             California 34.1449 -117.8467
## 934              Tennessee 35.9687  -86.5264
## 935               Missouri 38.7996  -90.3269
## 936             California 35.7662 -119.2635
## 937         North Carolina 35.4764  -80.6408
## 938               Illinois 42.0640  -88.1468
## 939             California 33.9076 -116.9766
## 940             California 33.8807 -117.8553
## 941             California 33.5792 -117.7289
## 942               Maryland 39.0492  -77.0573
## 943             California 33.8362 -116.4642
## 944             California 34.0689 -118.0823
## 945             Washington 47.4762 -122.3394
## 946                Montana 45.6833 -111.0558
## 947             California 38.4832 -121.4043
## 948                  Idaho 42.5645 -114.4613
## 949               Oklahoma 36.4063  -97.8700
## 950                Florida 25.9407  -80.3102
## 951                Georgia 33.9418  -84.3122
## 952           Pennsylvania 40.1533  -74.8531
## 953             California 33.7378 -116.3695
## 954             California 34.0903 -117.8818
## 955                   Ohio 41.1641  -81.5207
## 956                   Ohio 41.4822  -81.8008
## 957                Arizona 32.4355 -111.1558
## 958                Indiana 41.6742  -86.1666
## 959                Indiana 39.2093  -85.9183
## 960               New York 42.7354  -73.6751
## 961               Maryland 39.0393  -77.1191
## 962            Connecticut 41.2255  -73.0625
## 963              Tennessee 35.0470  -89.6987
## 964                  Texas 32.9343  -97.0742
## 965         South Carolina 33.0016  -80.1799
## 966             California 33.8171 -118.0386
## 967               Illinois 41.7949  -88.0172
## 968                   Utah 40.6498 -111.8874
## 969                Arizona 32.3046 -110.8838
## 970                 Hawaii 21.2975 -157.7211
## 971                   Utah 40.4957 -111.8605
## 972               Missouri 38.6589  -90.5803
## 973             California 33.8678 -118.0686
## 974                  Texas 32.8464  -97.1350
## 975              Minnesota 44.9488  -93.3649
## 976             California 34.1386 -117.9124
## 977                   Ohio 41.5903  -81.5188
## 978               Virginia 38.9436  -77.1943
## 979                Florida 25.7037  -80.2715
## 980             California 38.8774 -121.2937
## 981                Indiana 38.3376  -85.7026
## 982             California 37.5952 -120.9620
## 983            Mississippi 30.4426  -88.9514
## 984                Indiana 39.8674  -85.9904
## 985             California 32.9871 -117.0201
## 986                  Texas 32.5810  -96.9591
## 987               Michigan 42.2000  -85.5906
## 988             California 33.9716 -117.8912
## 989               New York 43.0921  -79.0147
## 990                   Ohio 40.1112  -83.1454
## 991             California 38.6750 -121.0490
## 992         North Carolina 35.5847  -80.8266
## 993             California 38.6713 -121.3721
## 994             California 38.7153 -121.3610
## 995              Tennessee 35.7437  -86.9116
## 996          Massachusetts 42.4064  -71.0545
## 997                Florida 28.0771  -82.4335
## 998             New Mexico 33.3730 -104.5294
## 999               Virginia 39.1057  -77.5544
## 1000            California 33.6318 -117.5988
## 1001              Virginia 37.5878  -77.5858
## 1002               Florida 28.5727  -80.8193
## 1003              Illinois 42.0825  -87.8214
## 1004             Wisconsin 43.0616  -88.0347
## 1005              Oklahoma 36.1317  -97.0742
## 1006          North Dakota 48.2375 -101.2780
## 1007            California 33.9025 -118.0093
## 1008        North Carolina 35.7311  -77.9284
## 1009            California 37.5201 -122.0307
## 1010              Michigan 42.5074  -82.9369
## 1011              Michigan 42.7480  -84.4836
## 1012                  Ohio 41.6893  -81.3362
## 1013            Washington 47.7735 -122.2044
## 1014            California 35.2669 -120.6690
## 1015                 Texas 32.5170  -97.3344
## 1016          Rhode Island 41.8065  -71.3565
## 1017           Connecticut 41.5476  -72.6549
## 1018            California 33.9254 -117.8655
## 1019                Kansas 38.8136  -97.6143
## 1020              Maryland 39.0141  -77.1943
## 1021            New Mexico 36.7555 -108.1823
## 1022            New Jersey 39.7452  -74.9934
## 1023               Florida 28.5796  -81.5332
## 1024                Hawaii 19.6883 -155.0863
## 1025               Arizona 32.4208 -110.9767
## 1026               Florida 27.4255  -80.3431
## 1027        North Carolina 35.9632  -78.5140
## 1028                  Ohio 39.7310  -84.0624
## 1029                  Ohio 41.3128  -81.8313
## 1030                 Texas 32.9169  -96.4374
## 1031         Massachusetts 41.9311  -71.2950
## 1032               Florida 28.5421  -81.5967
## 1033                Hawaii 21.4031 -157.9566
## 1034                 Texas 32.8176  -97.2707
## 1035               Florida 28.6615  -81.3953
## 1036            New Jersey 40.8891  -74.0462
## 1037               Indiana 40.0341  -86.1529
## 1038              Illinois 41.8973  -87.9432
## 1039                  Utah 40.8721 -111.8647
## 1040              Colorado 39.5915 -105.0188
## 1041                 Texas 30.7009  -95.5567
## 1042                  Ohio 41.5113  -81.5636
## 1043            California 37.1325 -121.6419
## 1044                 Texas 32.9335  -97.2256
## 1045                 Texas 29.9932  -97.8852
## 1046                 Texas 33.1858  -96.9295
## 1047                Nevada 36.1008 -115.0379
## 1048               Arizona 34.5849 -112.4473
## 1049            New Jersey 40.4656  -74.3237
## 1050                  Iowa 41.6390  -93.7812
## 1051              Virginia 39.0277  -77.4714
## 1052               Arizona 31.5630 -110.3153
## 1053               Florida 25.5765  -80.3356
## 1054            California 33.8017 -116.5382
## 1055                  Utah 40.5176 -111.9636
## 1056              Virginia 38.6847  -77.3066
## 1057               Florida 26.2113  -80.2209
## 1058                  Ohio 39.3301  -84.5409
## 1059               Indiana 40.4432  -86.9238
## 1060        South Carolina 32.9927  -80.0055
## 1061         Massachusetts 42.5129  -70.9021
## 1062            California 37.0630 -120.8406
## 1063            California 38.3479 -122.6965
## 1064             Wisconsin 43.7718  -88.4397
## 1065             Tennessee 35.9918  -86.7758
## 1066              New York 40.6515  -73.5850
## 1067              Illinois 41.8741  -88.0157
## 1068              Illinois 41.6207  -88.2253
## 1069            California 34.6618 -120.4714
## 1070           Puerto Rico 18.3599  -66.0096
## 1071              Virginia 38.7773  -77.2633
## 1072             Minnesota 46.8673  -96.7461
## 1073               Florida 26.1780  -80.1528
## 1074          Pennsylvania 41.2469  -75.8760
## 1075            California 37.2802 -121.9539
## 1076             Minnesota 44.1715  -93.9772
## 1077         Massachusetts 42.4517  -73.2605
## 1078            California 37.6256 -122.4313
## 1079            California 37.8121 -121.9698
## 1080         New Hampshire 43.2305  -71.5595
## 1081                 Texas 33.0925  -96.8976
## 1082              Maryland 39.0661  -76.6938
## 1083               Florida 26.6270  -80.1371
## 1084              New York 40.7129  -73.3585
## 1085             Minnesota 44.7745  -93.4772
## 1086            New Jersey 40.6251  -74.2383
## 1087            California 34.1927 -118.1346
## 1088               Florida 25.9302  -80.1659
## 1089             Tennessee 36.3782  -86.4698
## 1090              Missouri 38.8153  -90.8669
## 1091              New York 40.7637  -73.5245
## 1092              Missouri 38.5676  -92.1759
## 1093              Illinois 42.1675  -87.9615
## 1094          Rhode Island 42.0010  -71.4993
## 1095            California 37.9929 -121.6952
## 1096                  Utah 40.3137 -112.0114
## 1097              Maryland 39.2646  -76.7424
## 1098              Virginia 38.6409  -77.2580
## 1099               Florida 29.2985  -81.1014
## 1100              Illinois 41.4821  -90.4920
## 1101                  Ohio 39.8595  -84.1130
## 1102            Washington 47.8115 -122.3533
## 1103              Virginia 38.7479  -77.4838
## 1104              Virginia 36.5831  -79.4088
## 1105                Nevada 36.2235 -115.9974
## 1106              Illinois 38.5164  -89.9900
## 1107         Massachusetts 42.5681  -70.8627
## 1108              Michigan 43.6241  -84.2319
## 1109                 Texas 32.9639  -96.9903
## 1110                 Texas 29.7914  -95.1144
## 1111            Washington 47.1793 -122.2902
## 1112            California 33.7554 -118.3634
## 1113            California 33.6905 -116.1430
## 1114              Virginia 38.7551  -77.5750
## 1115               Georgia 33.9670  -84.2320
## 1116              Maryland 39.3054  -76.7489
## 1117              Arkansas 34.2116  -92.0173
## 1118                  Utah 40.1101 -111.6405
## 1119              Virginia 38.8324  -77.1960
## 1120         Massachusetts 42.5912  -71.8156
## 1121            New Jersey 40.7528  -74.1202
## 1122             Minnesota 44.9842  -93.0247
## 1123               Georgia 33.8133  -84.5655
## 1124                 Texas 29.5650  -98.2535
## 1125               Georgia 33.3767  -84.7761
## 1126               Florida 28.5325  -81.7208
## 1127               Florida 26.7244  -81.8485
## 1128         Massachusetts 42.3494  -71.5468
## 1129            California 38.4740 -121.3240
## 1130              New York 40.8812  -73.0059
## 1131              Illinois 41.9804  -88.2071
## 1132            California 36.8555 -121.3986
## 1133               Arizona 35.1205 -114.5461
## 1134                 Texas 32.5922  -96.7739
## 1135                  Ohio 39.8654  -83.0690
## 1136                  Iowa 42.0451  -91.5850
## 1137             Wisconsin 43.0640  -88.1231
## 1138                  Ohio 40.2851  -83.0741
## 1139               Florida 25.9854  -80.1423
## 1140         Massachusetts 42.4869  -71.1543
## 1141             Tennessee 35.6238  -87.0484
## 1142             Tennessee 35.0829  -89.7824
## 1143           Connecticut 41.3060  -73.1383
## 1144              Kentucky 39.0334  -84.5166
## 1145         Massachusetts 42.1382  -72.7561
## 1146                 Texas 29.5110  -95.1981
## 1147               Florida 26.7740  -80.2779
## 1148              Maryland 39.3021  -76.4449
## 1149            California 34.0058 -118.3968
## 1150              Maryland 38.9706  -76.5047
## 1151                 Texas 32.6460  -96.9127
## 1152                  Iowa 42.5195  -92.4536
## 1153               Georgia 34.1353  -84.3139
## 1154                 Texas 26.1599  -97.9877
## 1155                Oregon 45.4129 -122.7004
## 1156                  Ohio 39.7248  -82.6049
## 1157                  Ohio 41.0469  -83.6379
## 1158              New York 40.6647  -73.7043
## 1159             Wisconsin 42.9726  -88.1291
## 1160                Kansas 38.0671  -97.9081
## 1161        North Carolina 35.6526  -78.8399
## 1162            California 33.5999 -117.1069
## 1163              Colorado 38.7489 -104.7142
## 1164                 Texas 32.8353  -97.1809
## 1165              Illinois 41.6318  -88.0997
## 1166              Illinois 42.2333  -88.3351
## 1167         Massachusetts 42.3959  -71.0325
## 1168                Hawaii 21.3859 -158.0101
## 1169              Maryland 38.7499  -76.9063
## 1170               Florida 28.3698  -81.3467
## 1171              Illinois 41.9181  -88.1307
## 1172              Colorado 39.9716 -104.7963
## 1173            California 33.9663 -118.1550
## 1174                 Texas 32.4035  -96.8446
## 1175                  Ohio 39.9588  -82.7943
## 1176              Michigan 42.2432  -83.1811
## 1177              Illinois 42.0209  -88.1779
## 1178               Florida 25.9566  -80.1371
## 1179            New Jersey 40.8509  -73.9713
## 1180              Illinois 39.9336  -91.3799
## 1181            California 34.0949 -118.0990
## 1182               Florida 27.9193  -82.2293
## 1183        North Carolina 35.0699  -80.6452
## 1184              Illinois 42.0125  -87.8436
## 1185            New Mexico 32.7281 -103.1600
## 1186              Missouri 37.3109  -89.5597
## 1187               Florida 28.6580  -81.1872
## 1188                  Ohio 41.2390  -80.8174
## 1189               Florida 28.0140  -82.1201
## 1190              Illinois 40.1107  -88.1973
## 1191           Mississippi 34.9610  -89.8469
## 1192                Oregon 45.0028 -123.0243
## 1193              Maryland 39.0870  -76.5687
## 1194              Illinois 42.1308  -87.9240
## 1195                  Utah 41.1714 -112.0485
## 1196            Washington 47.5439 -122.0471
## 1197                  Ohio 40.1241  -82.9210
## 1198                Oregon 42.4333 -123.3317
## 1199            Washington 47.8284 -122.3033
## 1200            California 32.6849 -115.4944
## 1201                 Texas 29.6948  -95.6658
## 1202               Florida 26.7038  -80.2241
## 1203               Florida 28.2075  -82.4476
## 1204                  Iowa 41.5657  -90.4765
## 1205            California 37.6113 -122.4782
## 1206             Minnesota 44.8161  -92.9274
## 1207            New Mexico 34.4376 -103.1923
## 1208               Alabama 33.4518  -86.7437
## 1209            California 32.7110 -117.0027
## 1210         Massachusetts 42.2125  -72.6411
## 1211               Georgia 33.5619  -82.1351
## 1212            California 34.0323 -117.9533
## 1213               Arizona 33.3985 -111.5350
## 1214             Wisconsin 43.1487  -88.1227
## 1215               Alabama 32.4585  -85.0253
## 1216            California 33.8003 -117.9935
## 1217                 Idaho 47.7213 -116.9384
## 1218             Tennessee 36.0200  -86.5586
## 1219            Washington 47.1417 -122.4376
## 1220              New York 40.7197  -73.5604
## 1221             Tennessee 36.1990  -86.5115
## 1222              Arkansas 34.4892  -93.0501
## 1223               Florida 28.6889  -81.2703
## 1224            California 34.1650 -117.9921
## 1225               Alabama 32.4597  -86.4573
## 1226              Illinois 42.1227  -88.2896
## 1227          North Dakota 46.8573  -96.9057
## 1228              Colorado 39.9108 -104.9783
## 1229               Georgia 33.6696  -84.4701
## 1230           Mississippi 34.2692  -88.7318
## 1231                 Texas 29.5456  -95.8223
## 1232            California 34.0715 -117.6981
## 1233               Georgia 33.3942  -84.5710
## 1234            California 33.6536 -116.2785
## 1235              Virginia 37.6263  -77.3561
## 1236               Arizona 33.6165 -112.2819
## 1237               Florida 25.6105  -80.4297
## 1238             Wisconsin 42.9619  -88.0052
## 1239              Oklahoma 36.2878  -95.8311
## 1240              Illinois 41.9818  -88.1446
## 1241               Indiana 41.5856  -87.1797
## 1242              Illinois 41.4699  -90.5827
## 1243             Tennessee 36.2040  -86.3481
## 1244            California 38.6867 -121.3475
## 1245               Indiana 38.3090  -85.8234
## 1246            California 37.9985 -122.1161
## 1247               Florida 26.7813  -80.0741
## 1248            California 34.5814 -117.4397
## 1249                  Utah 40.3716 -111.7412
## 1250                Kansas 39.3239  -94.9240
## 1251              Oklahoma 35.7432  -95.3567
## 1252                Oregon 45.3418 -122.5924
## 1253              Oklahoma 36.7365  -95.9456
## 1254                  Utah 40.3450 -111.9154
## 1255               Florida 25.7065  -80.4388
## 1256             Minnesota 44.8763  -93.2829
## 1257                  Utah 40.6519 -112.0095
## 1258               Georgia 33.8436  -84.2024
## 1259              New York 40.7033  -73.7078
## 1260             Wisconsin 42.8854  -88.0104
## 1261              Virginia 38.8887  -77.3016
## 1262                 Maine 44.0915  -70.1681
## 1263            New Mexico 35.0093 -106.6819
## 1264             Wisconsin 42.5230  -89.0184
## 1265                  Ohio 40.0272  -83.0704
## 1266               Florida 29.0225  -81.2875
## 1267            California 34.1022 -118.0579
## 1268            California 33.6173 -117.2582
## 1269              Maryland 38.9666  -76.9791
## 1270               Florida 25.5396  -80.3971
## 1271            California 34.1259 -117.7153
## 1272                Nevada 36.1365 -115.1370
## 1273              New York 40.7836  -73.1945
## 1274              Kentucky 38.2247  -84.5487
## 1275             Wisconsin 42.8803  -87.9009
## 1276              New York 40.8435  -73.2833
## 1277               Florida 25.5886  -80.3862
## 1278            California 34.2861 -118.8768
## 1279               Indiana 41.4728  -87.3196
## 1280               Florida 26.4276  -81.7951
## 1281               Florida 28.0177  -82.5062
## 1282             Minnesota 45.0155  -93.1545
## 1283               Florida 28.0329  -82.7862
## 1284                 Texas 32.9272  -96.8804
## 1285              Illinois 41.6134  -87.5505
## 1286                  Ohio 40.5973  -83.1227
## 1287              Illinois 41.9313  -88.0085
## 1288               Florida 28.3349  -81.3539
## 1289            California 33.9417 -118.3018
## 1290               Florida 26.1682  -80.2017
## 1291               Indiana 39.8318  -84.8905
## 1292               Florida 28.0577  -82.5148
## 1293              Maryland 39.1465  -77.0715
## 1294            California 38.6881 -121.2209
## 1295            California 34.0883 -118.3719
## 1296              Maryland 39.3723  -76.8024
## 1297                  Ohio 40.0251  -82.8637
## 1298           Mississippi 32.3846  -88.6896
## 1299          Pennsylvania 40.1225  -75.3398
## 1300            California 33.8894 -118.3967
## 1301                 Texas 29.6689  -95.0484
## 1302             Minnesota 44.8247  -93.0596
## 1303                  Ohio 40.0353  -83.1578
## 1304             Wisconsin 43.1825  -89.2362
## 1305                 Texas 31.1192  -97.9140
## 1306           Connecticut 41.8349  -73.1282
## 1307               Arizona 33.5905 -112.3271
## 1308              Missouri 38.5800  -90.6698
## 1309                 Texas 26.1903  -98.1520
## 1310              Missouri 38.4479  -90.3199
## 1311            California 33.5008 -117.6544
## 1312                  Utah 40.6148 -111.8927
## 1313               Arizona 32.4911 -114.7089
## 1314                  Ohio 41.2465  -81.8198
## 1315        North Carolina 35.6658  -80.4905
## 1316                  Utah 40.5393 -112.3082
## 1317         Massachusetts 42.3700  -71.1774
## 1318              Maryland 39.4115  -76.7913
## 1319        South Carolina 34.9330  -82.2313
## 1320            Washington 48.0024 -122.0953
## 1321              Illinois 42.1292  -87.8352
## 1322              Maryland 38.9960  -76.9337
## 1323              Missouri 38.6657  -90.3315
## 1324                  Ohio 41.3852  -82.0195
## 1325                 Texas 29.3708 -100.8801
## 1326            New Jersey 40.9359  -74.1177
## 1327              New York 40.5887  -73.6660
## 1328               Indiana 41.5743  -85.8309
## 1329            California 34.1082 -117.8090
## 1330                  Utah 40.1638 -111.6205
## 1331              Arkansas 34.5776  -92.5713
## 1332               Georgia 31.8248  -81.6137
## 1333                 Texas 31.6383 -106.2601
## 1334            Washington 47.0979 -122.4233
## 1335              Kentucky 37.7307  -84.2925
## 1336            California 37.9539 -122.0759
## 1337            Washington 47.2147 -122.5461
## 1338                  Ohio 41.1765  -81.4344
## 1339                Hawaii 21.4062 -157.7904
## 1340              Maryland 39.1788  -77.1954
## 1341               Florida 30.0972  -81.6175
## 1342        North Carolina 35.0063  -80.5596
## 1343              Virginia 38.8653  -77.3586
## 1344               Georgia 33.7384  -84.7054
## 1345                  Ohio 39.8010  -84.0094
## 1346               Montana 45.9020 -112.6571
## 1347              Colorado 39.6192 -105.1344
## 1348            California 35.4293 -119.0306
## 1349                  Ohio 39.3571  -84.3023
## 1350              Illinois 41.6834  -88.3372
## 1351               Alabama 34.0086  -86.0157
## 1352               Indiana 39.6954  -86.3716
## 1353             Wisconsin 44.0991  -87.6812
## 1354                 Texas 31.3217  -94.7277
## 1355                  Utah 37.6834 -113.0956
## 1356                 Texas 29.6898  -95.1151
## 1357                Oregon 45.2110 -123.1918
## 1358              Illinois 41.7370  -88.0409
## 1359              Michigan 42.4657  -82.9461
## 1360             Louisiana 30.3151  -90.9571
## 1361              New York 41.1542  -73.9912
## 1362             Tennessee 36.1482  -85.5109
## 1363              New York 40.8446  -73.4050
## 1364                  Ohio 41.4524  -81.9294
## 1365               Florida 28.3139  -80.6708
## 1366                 Idaho 46.3934 -116.9933
## 1367               Florida 25.9129  -80.2013
## 1368            California 33.9801 -118.1798
## 1369                 Texas 32.4669  -96.9890
## 1370              Colorado 39.5770 -105.1144
## 1371               Florida 26.0463  -80.2862
## 1372               Georgia 34.1026  -84.5091
## 1373               Georgia 33.5209  -82.0985
## 1374              Virginia 38.9120  -77.5132
## 1375               Indiana 41.4783  -87.0506
## 1376               Florida 26.3219  -80.2533
## 1377            Washington 46.0671 -118.3368
## 1378                Kansas 38.9075  -94.6258
## 1379            Washington 47.0322 -122.2827
## 1380                 Idaho 43.8226 -111.7919
## 1381            California 37.4685 -122.1673
## 1382                  Utah 40.6137 -111.8144
## 1383              Nebraska 40.7011  -99.0833
## 1384              Maryland 39.3893  -76.7020
## 1385               Arizona 31.9323 -110.9654
## 1386               Indiana 41.4143  -87.3457
## 1387            California 37.5553 -122.2659
## 1388                 Texas 29.6995  -98.4838
## 1389              Colorado 39.6468 -104.9942
## 1390              Illinois 41.9196  -88.0785
## 1391          Pennsylvania 40.3238  -80.0364
## 1392              New York 40.6511  -73.6075
## 1393            California 33.4733 -117.6967
## 1394            California 37.2304 -121.9562
## 1395             Minnesota 45.0681  -93.3162
## 1396               Florida 25.8571  -80.2367
## 1397              Virginia 37.2043  -77.3913
## 1398        North Carolina 35.3778  -77.9717
## 1399                Oregon 44.2612 -121.1810
## 1400        North Carolina 35.5953  -78.7778
## 1401               Alabama 33.2198  -86.8225
## 1402               Wyoming 44.2752 -105.4982
## 1403               Georgia 34.0260  -84.6177
## 1404            California 33.3693 -117.2259
## 1405              Colorado 38.3465 -104.7246
## 1406            Washington 46.7336 -117.1680
## 1407              New York 41.1151  -74.0486
## 1408              Illinois 41.9193  -88.3109
## 1409            California 34.0786 -118.4021
## 1410            California 32.7317 -116.9766
## 1411                  Utah 40.3783 -111.7953
## 1412          Pennsylvania 39.8456  -75.3718
## 1413              New York 40.7176  -73.5947
## 1414              Illinois 42.0064  -87.9921
## 1415               Florida 28.1206  -82.6868
## 1416               Georgia 33.7394  -84.1644
## 1417            California 34.4361 -119.8594
## 1418            Washington 47.3914 -122.3156
## 1419              Arkansas 34.8507  -92.2029
## 1420              New York 41.3411  -74.1667
## 1421            New Jersey 40.8791  -74.1085
## 1422             Minnesota 45.2571  -93.3265
## 1423                  Utah 41.0290 -111.9456
## 1424               Georgia 32.4375  -81.7751
## 1425              Illinois 40.5678  -89.6251
## 1426              New York 40.7002  -73.6775
## 1427                  Ohio 41.4149  -81.9190
## 1428                 Texas 31.6134  -94.6528
## 1429               Georgia 34.2467  -84.4897
## 1430              Colorado 39.7728 -105.1028
## 1431                 Texas 31.0572  -97.6446
## 1432         New Hampshire 43.2990  -70.9787
## 1433              New York 43.2260  -75.4909
## 1434                Alaska 58.4546 -134.1739
## 1435               Arizona 35.2170 -114.0105
## 1436                  Ohio 40.7838  -81.5254
## 1437             Minnesota 44.7545  -93.3632
## 1438               Montana 46.5965 -112.0202
## 1439            California 33.8884 -118.3531
## 1440            California 33.9550 -116.5429
## 1441              New York 40.8681  -73.0821
## 1442            California 37.9629 -122.3426
## 1443              Colorado 40.4690 -104.9198
## 1444              Illinois 38.5974  -89.9148
## 1445             Louisiana 29.8871  -90.1126
## 1446                 Texas 31.8389 -102.5003
## 1447                 Maine 44.8323  -68.7906
## 1448              New York 42.4442  -76.5032
## 1449                  Utah 41.1030 -112.0238
## 1450              Virginia 38.7810  -77.1839
## 1451            California 38.6504 -121.2496
## 1452                  Utah 40.6600 -111.8226
## 1453            New Jersey 40.2965  -73.9915
## 1454                  Utah 41.0859 -112.0698
## 1455               Florida 26.0593  -80.1637
## 1456              Kentucky 38.9899  -84.6471
## 1457              Illinois 42.2693  -88.0102
## 1458           Connecticut 41.4890  -73.0518
## 1459              Maryland 39.1552  -76.5537
## 1460            California 37.3684 -122.0965
## 1461            New Mexico 32.4010 -104.2388
## 1462        South Carolina 33.5303  -81.7271
## 1463               Georgia 34.0053  -84.1492
## 1464               Wyoming 41.3099 -105.6085
## 1465                 Texas 29.5634  -98.2115
## 1466              New York 40.7288  -73.2495
## 1467            California 34.1207 -117.7703
## 1468            California 33.5918 -117.6991
## 1469            California 37.3529 -120.5959
## 1470              Delaware 39.6776  -75.7576
## 1471              New York 41.0051  -73.6680
## 1472             Tennessee 35.7468  -83.9789
## 1473              Oklahoma 35.3531  -96.9647
## 1474               Florida 28.0875  -82.4791
## 1475              Virginia 39.0052  -77.4050
## 1476            New Mexico 32.8837 -105.9625
## 1477            California 37.2684 -122.0263
## 1478              New York 40.6328  -73.6364
## 1479                  Ohio 41.3138  -81.7450
## 1480            California 37.5859 -122.3667
## 1481               Florida 30.1356  -81.7674
## 1482             Tennessee 35.9639  -84.2938
## 1483              Kentucky 37.8906  -84.5668
## 1484        North Carolina 35.0955  -77.0723
## 1485               Georgia 33.0274  -85.0384
## 1486              Virginia 38.8648  -77.1878
## 1487              Missouri 38.5950  -90.5500
## 1488                 Texas 32.3568  -97.4151
## 1489              Illinois 42.0278  -87.8099
## 1490              Maryland 39.5543  -76.3732
## 1491            New Jersey 40.6516  -74.3432
## 1492            California 34.8691 -120.4222
## 1493        North Carolina 35.4724  -80.8813
## 1494            Washington 47.4444 -122.2986
## 1495        North Carolina 35.6936  -78.6181
## 1496              Illinois 42.3708  -87.9392
## 1497               Alabama 32.6612  -85.3769
## 1498              Maryland 39.3832  -76.5519
## 1499              Kentucky 36.8381  -87.4775
## 1500                 Texas 32.9545  -97.1503
## 1501            California 37.4982 -122.2677
## 1502            California 34.3545 -119.0656
## 1503            New Jersey 40.3562  -74.6693
## 1504                  Ohio 41.3776  -83.6495
## 1505              Maryland 39.3444  -76.7668
## 1506                 Texas 29.8761  -98.2611
## 1507              Illinois 42.3172  -87.8595
## 1508              Maryland 39.3436  -76.4253
## 1509               Arizona 32.1453 -111.0480
## 1510              New York 43.0457  -78.8659
## 1511               Florida 25.9125  -80.3214
## 1512               Florida 30.5205  -87.1899
## 1513            California 37.6733 -122.1332
## 1514               Indiana 41.7374  -86.1348
## 1515             Tennessee 36.2043  -83.3001
## 1516                 Texas 32.7536  -97.7723
## 1517               Alabama 33.2586  -87.5993
## 1518               Georgia 33.9523  -83.9932
## 1519              Illinois 40.9506  -90.3763
## 1520               Indiana 39.9897  -86.3182
## 1521              Illinois 42.1823  -87.8104
## 1522                  Ohio 41.0932  -80.7405
## 1523           Mississippi 33.3850  -91.0514
## 1524              Missouri 39.2394  -94.4191
## 1525              New York 41.4459  -74.4236
## 1526        North Carolina 35.4875  -79.1770
## 1527            California 36.5919 -121.8808
## 1528               Florida 27.9970  -82.3653
## 1529              Michigan 42.2047  -83.2057
## 1530            California 34.4448 -119.7879
## 1531               Georgia 33.8842  -84.3007
## 1532              Missouri 38.9944  -94.4641
## 1533            California 37.4671 -122.1352
## 1534              Maryland 39.4050  -76.5235
## 1535              Illinois 42.1629  -88.3159
## 1536              Arkansas 36.4667  -94.2707
## 1537         Massachusetts 42.6260  -70.6897
## 1538              Maryland 39.0144  -76.6800
## 1539            California 35.4827 -120.6858
## 1540             Louisiana 30.5593  -91.0369
## 1541              Michigan 42.4649  -83.1824
## 1542               Florida 29.0249  -80.9652
## 1543               Florida 28.5989  -81.3442
## 1544                 Idaho 43.7223 -116.3866
## 1545            California 33.9460 -116.8992
## 1546                  Ohio 41.4199  -81.6038
## 1547            New Jersey 40.6077  -74.2807
## 1548         Massachusetts 42.4556  -71.0590
## 1549              Illinois 40.1426  -87.6111
## 1550              Michigan 42.9974  -83.6175
## 1551               Indiana 41.5140  -87.2729
## 1552               Florida 30.0988  -81.7124
## 1553              Colorado 38.6886 -104.6829
## 1554              Arkansas 33.4360  -93.9959
## 1555              Maryland 39.0949  -76.8622
## 1556            California 38.2473 -122.0091
## 1557             Minnesota 45.0841  -93.2595
## 1558        North Carolina 35.1195  -80.7101
## 1559               Florida 27.4185  -82.3948
## 1560              Arkansas 34.8807  -92.1304
## 1561               Indiana 41.4861  -87.4442
## 1562         Massachusetts 42.3266  -72.6745
## 1563              Colorado 40.0404 -105.0399
## 1564             Wisconsin 42.9859  -89.4255
## 1565          Pennsylvania 40.9505  -75.9725
## 1566              Arkansas 36.0555  -90.5149
## 1567              Illinois 41.7444  -87.7686
## 1568                 Texas 29.5891  -97.9676
## 1569                Oregon 45.5614 -122.8370
## 1570               Florida 26.1844  -81.7031
## 1571              Missouri 38.5788  -90.4203
## 1572                  Ohio 41.4744  -81.5496
## 1573              Maryland 39.4068  -76.4780
## 1574            New Jersey 40.8917  -73.9736
## 1575             Louisiana 30.0731  -90.4758
## 1576                  Utah 40.7634 -112.1599
## 1577            California 35.3683 -118.9225
## 1578              Arkansas 35.2762  -93.1383
## 1579              Illinois 42.1913  -88.3477
## 1580              Illinois 41.5648  -87.5462
## 1581                Nevada 36.1242 -115.3324
## 1582             Louisiana 30.0049  -91.8202
## 1583                 Texas 33.2394  -96.8087
## 1584        North Carolina 35.8368  -78.8348
## 1585              New York 42.0976  -79.2367
## 1586               Florida 30.1689  -81.8337
## 1587              Kentucky 38.2049  -85.5701
## 1588               Florida 28.6624  -81.3217
## 1589              Michigan 42.5073  -83.1034
## 1590              Missouri 38.5018  -90.3149
## 1591            California 34.0334 -117.8593
## 1592              New York 41.0236  -73.7193
## 1593          Pennsylvania 40.4262  -79.7605
## 1594               Georgia 33.4397  -84.1505
## 1595               Georgia 33.5254  -84.2295
## 1596          Pennsylvania 39.9495  -75.3038
## 1597              Illinois 41.8666  -88.0629
## 1598          South Dakota 45.4649  -98.4686
## 1599              Kentucky 38.1924  -84.8643
## 1600              Michigan 42.2595  -83.2107
## 1601               Indiana 39.8337  -86.3830
## 1602            Washington 45.6890 -122.5306
## 1603                 Texas 28.7125 -100.4840
## 1604              Michigan 42.9577  -85.4895
## 1605            New Jersey 40.9236  -73.9982
## 1606              Kentucky 38.9510  -84.5492
## 1607               Alabama 31.3275  -85.8463
## 1608              Kentucky 37.8397  -87.5798
## 1609              New York 40.8709  -73.6287
## 1610              Missouri 38.7189  -90.4749
## 1611                 Texas 33.1116  -96.1099
## 1612                Hawaii 21.3344 -158.0262
## 1613            California 37.5154 -122.2953
## 1614              Oklahoma 35.9454  -95.8776
## 1615            California 37.8090 -121.3131
## 1616              New York 40.7936  -72.8748
## 1617                Kansas 37.9753 -100.8527
## 1618             Minnesota 44.9876  -92.9641
## 1619              Maryland 39.0603  -76.8456
## 1620            California 35.6308 -117.6622
## 1621                Hawaii 21.4465 -158.0147
## 1622            New Jersey 39.3903  -75.0561
## 1623                Hawaii 20.8715 -156.4603
## 1624              Maryland 39.4550  -76.8140
## 1625                  Ohio 41.1490  -81.3610
## 1626          Pennsylvania 41.2399  -77.0370
## 1627                Kansas 37.7611 -100.0182
## 1628              Illinois 42.0771  -87.7282
## 1629          Pennsylvania 40.6858  -75.2209
## 1630              Illinois 41.5100  -87.6345
## 1631           Mississippi 32.3540  -90.3403
## 1632                Oregon 45.3772 -122.7748
## 1633        North Carolina 35.7842  -80.8713
## 1634               Indiana 40.5497  -85.6604
## 1635                  Utah 37.1303 -113.4878
## 1636               Florida 26.4253  -81.4251
## 1637            Washington 47.3659 -122.0368
## 1638        South Carolina 32.2135  -80.9316
## 1639           Connecticut 41.3502  -72.1022
## 1640             Wisconsin 42.7129  -87.8876
## 1641                  Iowa 42.0343  -92.9068
## 1642              New York 40.7041  -73.2954
## 1643              Michigan 42.3954  -83.0559
## 1644            California 33.7581 -117.4677
## 1645            California 32.7331 -117.0344
## 1646              Maryland 39.2187  -76.7683
## 1647            California 35.5938 -119.3671
## 1648               Florida 28.3203  -80.7360
## 1649             Minnesota 44.8164  -93.6091
## 1650           Mississippi 32.4738  -90.1300
## 1651              Illinois 41.6054  -87.7527
## 1652               Florida 28.0730  -82.5628
## 1653             Minnesota 45.2617  -93.4494
## 1654                  Iowa 43.1487  -93.1997
## 1655                 Texas 32.7194  -96.6151
## 1656          North Dakota 48.1814 -103.6364
## 1657                 Texas 29.5091  -98.3084
## 1658              New York 41.1181  -74.0682
## 1659              Maryland 39.2246  -77.2659
## 1660              Illinois 38.7296  -90.1268
## 1661              Virginia 37.6549  -77.6201
## 1662              Illinois 42.1599  -88.4330
## 1663              Michigan 42.3244  -83.3412
## 1664                  Ohio 40.9483  -81.4757
## 1665              Nebraska 41.4395  -96.4873
## 1666             Minnesota 44.7246  -93.4419
## 1667              Illinois 42.3387  -88.2932
## 1668             Wisconsin 44.1669  -88.4767
## 1669            California 38.0725 -122.1526
## 1670            California 34.1478 -116.0659
## 1671                Oregon 45.3670 -122.6399
## 1672              New York 40.6858  -73.3710
## 1673          Pennsylvania 40.5024  -79.7495
## 1674               Alabama 30.6263  -87.8816
## 1675           Mississippi 32.2730  -90.0918
## 1676              Maryland 39.3461  -76.7307
## 1677                 Texas 29.3872  -95.2938
## 1678                 Texas 30.5396  -97.5440
## 1679              New York 40.7944  -73.0700
## 1680              Illinois 41.5095  -87.9703
## 1681        North Carolina 35.8813  -80.0807
## 1682               Florida 30.7477  -86.5785
## 1683               Florida 27.7150  -82.3569
## 1684              New York 42.9338  -76.5685
## 1685             Minnesota 45.0842  -93.1358
## 1686            California 34.1103 -118.1573
## 1687              Missouri 39.2134  -94.5592
## 1688              New York 40.7623  -73.3218
## 1689                 Texas 32.9726  -96.5793
## 1690               Florida 24.5642  -81.7775
## 1691               Georgia 33.5818  -85.0838
## 1692            California 40.7943 -124.1564
## 1693                  Ohio 40.8172  -81.9336
## 1694        North Carolina 35.7158  -79.8127
## 1695               Arizona 32.6616 -114.3974
## 1696              Illinois 42.2340  -87.9608
## 1697               Florida 25.4935  -80.4363
## 1698              New York 40.7832  -73.4732
## 1699            New Jersey 40.9455  -74.0712
## 1700            California 36.2949 -119.7983
## 1701           Mississippi 34.9512  -90.0501
## 1702               Florida 26.6348  -80.0969
## 1703             Wisconsin 46.6941  -92.0823
## 1704               Florida 28.0436  -82.3773
## 1705            California 38.5422 -122.8089
## 1706               Florida 27.7065  -82.4209
## 1707               Florida 28.1102  -81.6157
## 1708               Indiana 41.6469  -87.4545
## 1709            California 32.9783 -115.5287
## 1710                 Maine 43.6310  -70.2895
## 1711            California 36.6990 -119.5575
## 1712              Arkansas 34.9766  -92.0274
## 1713        North Carolina 36.1065  -80.0842
## 1714              Maryland 38.8492  -76.9225
## 1715            California 32.5693 -117.1180
## 1716             Minnesota 44.0912  -93.2312
## 1717               Arizona 33.6695 -112.3573
## 1718            California 33.9759 -118.0689
## 1719               Georgia 33.5942  -84.5629
## 1720              Illinois 41.8479  -88.3109
## 1721              Kentucky 37.0711  -88.6440
## 1722        North Carolina 35.1783  -80.6528
## 1723               Alabama 33.4619  -86.8090
## 1724                 Texas 32.2389 -101.4799
## 1725             Minnesota 44.0505  -91.6684
## 1726            California 33.9252 -117.5498
## 1727               Alabama 33.3712  -86.9728
## 1728              Virginia 38.9215  -77.2273
## 1729                  Ohio 40.0437  -84.2186
## 1730                  Utah 40.7057 -111.8986
## 1731              Illinois 41.5906  -88.0293
## 1732            California 38.0064 -122.2564
## 1733             Minnesota 43.6721  -92.9784
## 1734                  Ohio 41.1358  -81.8695
## 1735            New Jersey 40.9821  -74.1127
## 1736            New Jersey 40.8784  -74.0814
## 1737               Florida 28.4727  -81.4169
## 1738              Missouri 38.8802  -94.5227
## 1739              Colorado 39.5879 -105.0694
## 1740            California 37.9196 -122.3025
## 1741                Oregon 45.3109 -122.7702
## 1742              Illinois 41.8960  -88.2253
## 1743                Oregon 45.1472 -122.8603
## 1744               Florida 25.7464  -80.3049
## 1745           Mississippi 34.3627  -89.5336
## 1746              Michigan 42.2935  -83.3148
## 1747              Maryland 38.7339  -77.0069
## 1748              Illinois 42.3096  -88.4353
## 1749                 Texas 32.8913  -97.1486
## 1750            Washington 45.6005 -122.4304
## 1751              New York 40.6643  -73.6383
## 1752               Florida 28.0694  -80.6736
## 1753                Oregon 45.5243 -123.1097
## 1754              Michigan 42.6416  -84.5308
## 1755             Wisconsin 44.5241  -89.5507
## 1756            California 33.7636 -117.7947
## 1757               Florida 25.9632  -80.1830
## 1758             Minnesota 44.8546  -93.5621
## 1759                 Texas 29.7882  -95.1724
## 1760            Washington 47.8361 -122.1877
## 1761            California 33.5492 -117.6417
## 1762            New Jersey 40.8222  -73.9879
## 1763             Minnesota 44.7466  -93.0661
## 1764            Washington 47.5661 -122.2320
## 1765               Florida 27.9239  -82.3791
## 1766        North Carolina 35.6590  -78.4498
## 1767               Florida 27.1735  -80.2862
## 1768            California 33.9886 -118.1877
## 1769             Minnesota 45.3314  -93.5670
## 1770              Missouri 38.7931  -90.3899
## 1771              Illinois 41.9030  -87.8636
## 1772                 Texas 27.5094  -97.8610
## 1773                  Ohio 39.6829  -83.9413
## 1774               Florida 28.1312  -82.5999
## 1775             Louisiana 29.9014  -90.0279
## 1776            California 38.2698 -121.3004
## 1777            California 37.8919 -122.1189
## 1778                  Iowa 41.0195  -92.4186
## 1779                Kansas 37.5571  -97.2551
## 1780               Florida 29.1126  -82.0149
## 1781              Virginia 38.1593  -79.0611
## 1782               Arizona 33.0590 -111.4209
## 1783                 Idaho 46.7308 -116.9986
## 1784              Virginia 37.2864  -80.0555
## 1785              Maryland 39.0803  -76.9527
## 1786          Rhode Island 41.4801  -71.3203
## 1787                  Ohio 41.0095  -81.6037
## 1788              New York 41.2884  -73.9227
## 1789             Wisconsin 42.7986  -87.8762
## 1790               Georgia 32.1043  -81.2569
## 1791              Virginia 37.2254  -80.0072
## 1792              Nebraska 40.5961  -98.3900
## 1793              Illinois 38.7922  -89.9874
## 1794             Wisconsin 44.4308  -88.0785
## 1795            California 33.7542 -118.0714
## 1796               Alabama 34.7843  -86.9503
## 1797              Oklahoma 35.9981  -95.9736
## 1798               Florida 28.3254  -82.6834
## 1799              Illinois 42.2543  -88.8649
## 1800              Michigan 42.7057  -84.4135
## 1801              New York 43.9734  -75.9094
## 1802            California 36.5988 -119.4471
## 1803              Michigan 42.9853  -85.7446
## 1804               Florida 28.1493  -82.7623
## 1805            California 34.8661 -117.0471
## 1806               Indiana 39.4948  -86.0544
## 1807                Oregon 45.3075 -122.9601
## 1808            California 36.4432 -121.3426
## 1809            New Jersey 40.5849  -74.2284
## 1810                  Ohio 41.4468  -82.7024
## 1811              Maryland 39.0437  -76.4974
## 1812               Florida 27.8784  -82.2624
## 1813              Michigan 43.1621  -86.2519
## 1814                 Texas 32.8506  -96.7937
## 1815               Alabama 33.6405  -86.5815
## 1816                  Ohio 41.4944  -82.0159
## 1817              Maryland 39.4190  -76.2964
## 1818              Illinois 42.0423  -87.7890
## 1819            California 38.0329 -121.9615
## 1820              Michigan 42.2113  -83.1558
## 1821             Wisconsin 42.8860  -88.1291
## 1822              Michigan 42.2237  -83.3660
## 1823               Florida 27.4612  -82.5822
## 1824              Nebraska 42.0324  -97.4217
## 1825               Florida 28.1058  -82.5263
## 1826                  Ohio 40.2279  -83.3595
## 1827           Mississippi 32.2778  -89.9896
## 1828               Florida 27.1184  -82.4137
## 1829            Washington 46.9891 -122.9175
## 1830          North Dakota 46.8918 -102.7925
## 1831               Florida 27.7822  -80.4819
## 1832              Oklahoma 34.1949  -97.1256
## 1833            New Jersey 40.5083  -74.5010
## 1834                  Iowa 42.5098  -94.1751
## 1835             Wisconsin 43.2352  -87.9839
## 1836               Florida 30.4445  -86.6419
## 1837                 Texas 26.1298  -97.6440
## 1838                  Ohio 39.9565  -82.0132
## 1839               Florida 27.7618  -82.4003
## 1840                 Texas 31.1357  -97.7834
## 1841            Washington 47.1279 -119.2759
## 1842              New York 40.8033  -73.3375
## 1843            California 37.7260 -120.9433
## 1844            California 34.0450 -117.2498
## 1845              New York 40.8220  -72.9859
## 1846               Florida 28.4757  -80.8104
## 1847              Arkansas 35.1530  -90.1996
## 1848              Illinois 41.6043  -87.9497
## 1849              Illinois 42.4603  -87.8511
## 1850        South Carolina 33.6871  -79.0086
## 1851                  Iowa 41.8435  -90.2412
## 1852        South Carolina 33.7651  -78.9130
## 1853                  Ohio 41.5377  -83.6413
## 1854              Illinois 41.7948  -87.9742
## 1855              Illinois 38.6770  -90.0063
## 1856              Maryland 38.9953  -76.8885
## 1857               Georgia 34.1080  -84.0558
## 1858                 Texas 32.0824  -96.4665
## 1859           Mississippi 33.4608  -88.8297
## 1860              Virginia 38.9699  -77.3867
## 1861            Washington 47.8533 -122.2762
## 1862            Washington 47.6439 -122.5434
## 1863            California 36.5715 -119.6143
## 1864                  Ohio 41.4485  -82.0187
## 1865             Minnesota 45.0656  -93.0150
## 1866              Illinois 41.9225  -87.8163
## 1867              Maryland 38.9241  -76.8875
## 1868                  Ohio 39.3270  -82.0987
## 1869              Virginia 38.8477  -77.1305
## 1870              Oklahoma 36.7235  -97.0677
## 1871                  Ohio 39.7835  -84.1219
## 1872               Florida 27.8511  -82.2164
## 1873              Maryland 39.0955  -77.2373
## 1874                 Texas 33.6688  -95.5460
## 1875            California 36.5453 -119.3987
## 1876            California 38.5478 -121.3553
## 1877               Georgia 33.7711  -84.2963
## 1878           Mississippi 32.4236  -90.1481
## 1879               Florida 25.6219  -80.3221
## 1880                 Texas 33.7672  -96.5808
## 1881             Minnesota 44.2996  -93.2789
## 1882              Illinois 42.0747  -88.0252
## 1883                  Ohio 39.6339  -84.1449
## 1884            Washington 48.2964 -122.6333
## 1885               Montana 48.2153 -114.3274
## 1886            New Jersey 40.5748  -74.4152
## 1887                 Texas 32.6788  -97.4637
## 1888              Maryland 39.1285  -76.8476
## 1889                Kansas 38.4028  -96.1932
## 1890              Michigan 42.6735  -83.2448
## 1891               Florida 28.0597  -82.6110
## 1892                  Iowa 40.8071  -91.1247
## 1893               Alabama 33.3114  -86.7573
## 1894              Maryland 39.1941  -76.7428
## 1895              Illinois 42.2891  -89.6346
## 1896            California 34.2886 -118.4362
## 1897                 Texas 30.0398  -99.1320
## 1898                  Ohio 41.3865  -81.4400
## 1899        South Carolina 35.0061  -80.9389
## 1900               Florida 28.6984  -81.4251
## 1901        South Carolina 33.5214  -81.9547
## 1902            California 33.9209 -118.2356
## 1903              Michigan 42.9845  -85.9499
## 1904                  Utah 40.9845 -111.9065
## 1905              Illinois 41.7918  -88.0888
## 1906              Virginia 38.8531  -77.2997
## 1907              New York 41.9295  -73.9968
## 1908              Nebraska 41.4366  -97.3565
## 1909                 Texas 29.5357  -95.4696
## 1910             Minnesota 45.1702  -93.3903
## 1911              Nebraska 41.1511  -96.0665
## 1912           Mississippi 33.5088  -88.4096
## 1913          Pennsylvania 40.0963  -75.3821
## 1914              Missouri 38.8192  -94.5335
## 1915               Florida 28.1396  -82.4467
## 1916              Missouri 38.5866  -90.3544
## 1917              Maryland 39.4804  -76.6294
## 1918                 Maine 44.0851  -70.2492
## 1919                  Ohio 41.0279  -81.7323
## 1920          North Dakota 46.8290 -100.8870
## 1921                 Idaho 43.4880 -116.3933
## 1922                  Iowa 41.4195  -91.0680
## 1923                  Ohio 41.6459  -81.4084
## 1924              Illinois 41.9906  -88.3135
## 1925               Indiana 41.5468  -87.5040
## 1926              Oklahoma 35.5201  -97.7639
## 1927               Indiana 41.5483  -87.4588
## 1928                 Texas 32.8657  -97.3654
## 1929                 Texas 32.8719  -97.2515
## 1930            California 37.6942 -122.1159
## 1931               Arizona 33.6073 -111.7398
## 1932              Virginia 38.8868  -77.4453
## 1933              Virginia 38.7771  -77.2268
## 1934            Washington 47.7516 -122.2489
## 1935              New York 40.6707  -73.3922
## 1936                Oregon 43.2231 -123.3520
## 1937              Illinois 41.8798  -87.8442
## 1938              Nebraska 41.1263 -100.7641
## 1939           Puerto Rico 18.4375  -66.1440
## 1940               Florida 30.6188  -87.1667
## 1941           Puerto Rico 18.4406  -66.3997
## 1942            California 37.4758 -121.1536
## 1943                  Ohio 41.4094  -81.5625
## 1944               Wyoming 41.5947 -109.2209
## 1945               Florida 30.2782  -81.4045
## 1946                Oregon 45.4358 -122.5081
## 1947                  Iowa 41.5985  -93.8869
## 1948          South Dakota 44.3022  -96.7859
## 1949                  Iowa 41.6910  -93.7234
## 1950            California 34.1375 -118.6689
## 1951             Tennessee 35.8731  -84.1821
## 1952        South Carolina 34.9157  -82.3124
## 1953               Florida 28.2930  -82.6907
## 1954              Michigan 42.7401  -84.6354
## 1955            California 39.1241 -121.5421
## 1956               Georgia 33.2418  -84.2748
## 1957             Minnesota 45.0658  -93.2060
## 1958             Minnesota 44.6572  -93.1687
## 1959                Hawaii 21.3399 -158.0677
## 1960              Illinois 42.3364  -88.9975
## 1961              Arkansas 35.4483  -94.3528
## 1962                  Utah 41.1395 -112.0656
## 1963        South Carolina 34.7287  -82.2569
## 1964              Virginia 37.1406  -80.4036
## 1965          Pennsylvania 40.5730  -79.9603
## 1966                  Ohio 39.7926  -84.3165
## 1967             Minnesota 45.0377  -93.3599
## 1968            California 37.7673 -121.5449
## 1969            California 33.5455 -117.7613
## 1970              Maryland 39.3807  -77.4206
## 1971            Washington 47.8968 -122.1818
## 1972              New York 40.7266  -73.6447
## 1973            California 37.5994 -122.4023
## 1974              Arkansas 35.2418  -91.7351
## 1975        South Carolina 33.9890  -81.2202
## 1976                Kansas 38.8122  -94.9275
## 1977            Washington 47.6788 -122.0284
## 1978                Kansas 39.0277  -96.8508
## 1979             Wisconsin 43.1893  -88.7285
## 1980               Indiana 39.7937  -85.7738
## 1981              Virginia 37.2915  -77.2985
## 1982            California 37.7618 -120.8468
## 1983             Tennessee 35.4987  -86.4517
## 1984            California 33.9631 -118.1830
## 1985            California 34.0513 -117.9681
## 1986                  Ohio 41.2399  -81.4408
## 1987              Delaware 39.4450  -75.7183
## 1988              Illinois 41.9809  -88.0861
## 1989                 Texas 30.5128  -97.7386
## 1990         New Hampshire 42.9494  -72.2998
## 1991               Florida 28.9594  -80.9406
## 1992            California 34.1157 -118.0791
## 1993              Illinois 41.6578  -87.6811
## 1994              Missouri 37.0453  -93.2959
## 1995               Florida 25.8878  -80.3569
## 1996              Maryland 38.8052  -76.9199
## 1997               Georgia 33.7267  -84.2723
## 1998              Illinois 42.3666  -89.0266
## 1999                 Texas 31.0525  -97.4790
## 2000                 Texas 32.5370  -94.3515
## 2001                Hawaii 20.7653 -156.4454
## 2002              Kentucky 37.8204  -85.9365
## 2003                Kansas 38.9874  -94.6362
## 2004        North Carolina 34.2042  -78.0279
## 2005                  Ohio 39.5061  -84.7446
## 2006            Washington 47.7466 -122.0755
## 2007                 Texas 32.7440  -96.4529
## 2008              Illinois 41.8865  -87.9779
## 2009               Arizona 33.8560 -112.1168
## 2010              Missouri 38.8029  -94.4583
## 2011              Illinois 40.6736  -89.5419
## 2012                  Ohio 39.8890  -82.7678
## 2013              Oklahoma 34.5408  -97.9215
## 2014        South Carolina 34.8188  -82.5827
## 2015            New Jersey 40.6209  -74.4386
## 2016               Georgia 34.1644  -84.8009
## 2017                Nevada 39.6104 -119.7770
## 2018            California 36.0841 -119.5613
## 2019               Florida 30.4620  -87.3120
## 2020            New Jersey 40.7154  -74.3647
## 2021              Virginia 38.7332  -77.1149
## 2022          South Dakota 44.9094  -97.1532
## 2023               Florida 28.8563  -81.6771
## 2024              Virginia 37.3531  -77.4342
## 2025            New Jersey 40.6527  -74.2599
## 2026              Illinois 41.9497  -88.0895
## 2027               Florida 25.6708  -80.4018
## 2028        South Carolina 34.1947  -82.1542
## 2029                Nevada 39.5627 -119.1906
## 2030                 Maine 43.4673  -70.4511
## 2031               Georgia 34.0566  -84.6716
## 2032             Louisiana 32.5328  -92.6363
## 2033            New Jersey 40.5069  -74.6523
## 2034               Alabama 34.2633  -86.2108
## 2035            Washington 47.8479 -122.2327
## 2036              New York 40.6676  -73.4706
## 2037             Minnesota 44.9901  -93.3591
## 2038            California 36.6810 -121.7892
## 2039               Florida 25.9385  -80.1246
## 2040            Washington 47.1791 -122.1700
## 2041                  Iowa 41.6990  -91.5967
## 2042                 Texas 33.1434  -97.0682
## 2043               Alabama 33.5967  -85.8687
## 2044          Rhode Island 41.8901  -71.3934
## 2045               Alabama 33.4871  -86.7400
## 2046               Indiana 38.3220  -85.7673
## 2047               Florida 27.5805  -80.3848
## 2048              Virginia 38.0674  -78.9014
## 2049          Pennsylvania 39.9315  -77.6556
## 2050            Washington 47.8635 -122.1497
## 2051              Virginia 38.5696  -77.2895
## 2052            California 34.0601 -117.4013
## 2053              Illinois 41.7448  -87.9822
## 2054                 Texas 31.6799 -106.1903
## 2055             Minnesota 44.7318  -92.8538
## 2056                  Ohio 39.3393  -82.9939
## 2057            California 33.8229 -118.2931
## 2058            California 32.7624 -116.9197
## 2059               Florida 28.8815  -81.3240
## 2060               Florida 30.5259  -87.2733
## 2061            California 33.9057 -118.2683
## 2062        South Carolina 33.8401  -79.0431
## 2063           Mississippi 30.3666  -88.5506
## 2064               Indiana 41.6069  -86.7142
## 2065          Pennsylvania 40.9956  -80.3458
## 2066              Virginia 38.9803  -77.5323
## 2067             Louisiana 29.9438  -89.9660
## 2068            California 32.8376 -116.9268
## 2069             Tennessee 34.9973  -85.2285
## 2070              Virginia 38.6111  -77.3400
## 2071               Florida 30.4263  -87.2679
## 2072            California 34.1618 -119.2036
## 2073            New Jersey 40.8645  -74.4135
## 2074                 Texas 29.7905  -95.8353
## 2075            New Mexico 35.5182 -108.7431
## 2076                Oregon 44.9793 -122.9738
## 2077                  Ohio 41.5240  -81.5245
## 2078              Michigan 43.5966  -84.7759
## 2079                  Ohio 40.9107  -81.1189
## 2080            California 33.0474 -116.8766
## 2081              Oklahoma 36.0091  -96.1003
## 2082              New York 40.7704  -72.9817
## 2083               Alabama 30.5209  -87.8813
## 2084                 Maine 43.4244  -70.7573
## 2085            California 34.0400 -117.9300
## 2086              Oklahoma 35.4483  -97.4408
## 2087           Mississippi 32.3173  -90.8868
## 2088            California 38.1796 -122.2583
## 2089              Michigan 42.5446  -83.2166
## 2090              Colorado 40.3660 -104.7390
## 2091            California 34.1610 -117.9504
## 2092              Colorado 39.6808 -104.8880
## 2093               Florida 30.4727  -87.2495
## 2094                Oregon 42.2195 -121.7754
## 2095             Louisiana 29.6243  -90.7510
## 2096              Missouri 38.7059  -93.2340
## 2097              Kentucky 38.4592  -82.6448
## 2098             Minnesota 45.0375  -93.3869
## 2099            California 38.7601 -121.1714
## 2100            California 34.1234 -116.4216
## 2101                Hawaii 21.4756 -157.9948
## 2102            Washington 47.0916 -122.3603
## 2103            Washington 45.6797 -122.6553
## 2104             Wisconsin 43.1064  -89.5059
## 2105              Delaware 39.6189  -75.6808
## 2106             Minnesota 45.0484  -93.2472
## 2107              Illinois 41.6284  -87.5979
## 2108        North Carolina 35.2904  -81.5451
## 2109            Washington 47.4750 -122.2728
## 2110              New York 40.6904  -73.5390
## 2111              Illinois 41.5977  -87.6022
## 2112                  Ohio 41.4702  -81.8525
## 2113            California 33.9380 -118.3586
## 2114             Louisiana 30.2286  -93.3566
## 2115              Illinois 41.8833  -88.3242
## 2116              Virginia 38.7872  -77.1085
## 2117            New Jersey 40.7810  -74.0659
## 2118               Florida 28.1864  -82.7429
## 2119                  Utah 40.8439 -111.9187
## 2120            Washington 47.9096 -122.3035
## 2121               Florida 29.0760  -82.2191
## 2122              Virginia 38.6983  -77.2164
## 2123            California 32.8560 -116.9040
## 2124        South Carolina 34.0510  -81.1057
## 2125              Illinois 41.4817  -87.6867
## 2126            California 38.9393 -119.9828
## 2127                Oregon 42.1905 -122.6992
## 2128                 Texas 29.4548  -95.0589
## 2129            Washington 47.6663 -122.6828
## 2130          Pennsylvania 40.3690  -79.9669
## 2131              New York 40.8714  -73.0466
## 2132            New Jersey 40.9049  -74.1201
## 2133        North Carolina 35.9259  -79.0878
## 2134               Florida 27.8197  -82.6847
## 2135            Washington 47.7921 -122.3077
## 2136             Wisconsin 42.5266  -87.8895
## 2137               Indiana 38.9476  -85.8911
## 2138         Massachusetts 42.5845  -71.9868
## 2139              Illinois 41.5199  -90.3879
## 2140             Minnesota 45.1679  -93.0830
## 2141                Oregon 45.4445 -122.6219
## 2142                  Utah 40.0355 -111.7390
## 2143              Colorado 39.9710 -105.1441
## 2144            New Jersey 39.8173  -74.9898
## 2145        North Carolina 36.0319  -80.3861
## 2146              New York 40.6515  -73.5535
## 2147              Virginia 38.9513  -77.4115
## 2148             Louisiana 29.8876  -90.0666
## 2149               Arizona 31.4957 -110.9885
## 2150            California 33.7933 -118.3175
## 2151        South Carolina 34.8821  -82.3336
## 2152              New York 43.1698  -78.6956
## 2153              Missouri 37.0365  -93.2158
## 2154                Kansas 38.8821  -99.3221
## 2155                Hawaii 21.3591 -158.0813
## 2156               Indiana 39.7601  -86.3916
## 2157              New York 40.7470  -73.6394
## 2158              Illinois 42.3405  -88.0338
## 2159             Minnesota 45.1216  -95.0569
## 2160          Pennsylvania 40.4456  -79.6554
## 2161              Missouri 38.4297  -90.3733
## 2162               Florida 30.4255  -86.6222
## 2163              Maryland 38.9613  -76.9548
## 2164             Wisconsin 42.9120  -87.8627
## 2165             Wisconsin 43.2343  -88.1217
## 2166                  Ohio 39.4254  -84.2133
## 2167              Maryland 38.9897  -76.9808
## 2168                  Ohio 41.3865  -81.7637
## 2169              Illinois 41.6076  -87.6520
## 2170              New York 40.6959  -73.6507
## 2171               Arizona 31.8393 -111.0009
## 2172              Virginia 38.8158  -77.1543
## 2173                  Utah 41.3123 -111.9584
## 2174            California 33.8333 -117.2852
## 2175               Alabama 33.2837  -86.8791
## 2176              Michigan 41.8994  -84.0447
## 2177                Kansas 37.4129  -94.6985
## 2178            Washington 47.8631 -122.2037
## 2179                 Texas 33.0186  -96.6105
## 2180             Minnesota 44.8877  -93.0411
## 2181               Georgia 34.0508  -84.0686
## 2182            California 32.6649 -117.1604
## 2183              Illinois 42.2870  -87.9670
## 2184            California 34.2097 -118.2002
## 2185            Washington 47.3667 -122.1045
## 2186             Tennessee 35.3721  -86.2172
## 2187            California 34.8658 -118.2155
## 2188              Michigan 46.5440  -87.4082
## 2189                  Ohio 40.2891  -84.1667
## 2190              Oklahoma 35.5071  -97.6418
## 2191            Washington 45.7766 -122.5413
## 2192            New Jersey 39.3900  -74.5169
## 2193                 Texas 32.2147  -98.2205
## 2194              Illinois 41.6563  -88.4507
## 2195             Minnesota 44.9018  -93.0858
## 2196               Georgia 33.8562  -84.0038
## 2197              Michigan 42.2440  -83.6208
## 2198            Washington 45.6883 -122.5738
## 2199            California 39.4999 -121.5634
## 2200              Arkansas 34.6152  -92.4914
## 2201                Nevada 40.8381 -115.7678
## 2202              Missouri 38.8394  -90.2847
## 2203        South Carolina 32.9302  -80.0027
## 2204             Minnesota 44.4550  -93.1698
## 2205             Minnesota 45.2536  -92.9582
## 2206            California 34.1510 -118.7609
## 2207                  Ohio 40.1506  -84.2441
## 2208              Michigan 41.9155  -83.3849
## 2209              New York 40.6579  -73.6742
## 2210                  Ohio 41.7240  -81.2536
## 2211              Illinois 41.5723  -88.1124
## 2212              Maryland 39.3266  -76.5084
## 2213            New Jersey 40.8472  -73.9966
## 2214            New Jersey 39.7014  -75.1113
## 2215                Oregon 45.3594 -122.8427
## 2216              New York 40.8791  -73.3233
## 2217               Georgia 32.4720  -83.7283
## 2218                 Maine 43.5390  -70.4624
## 2219               Florida 29.0011  -82.1953
## 2220            Washington 47.8056 -122.2401
## 2221                 Texas 34.1911 -101.7235
## 2222               Alabama 30.3983  -87.6650
## 2223            California 34.2322 -118.2353
## 2224              Colorado 39.0764 -108.4605
## 2225               Florida 30.2011  -81.3948
## 2226                  Ohio 41.5174  -81.4534
## 2227              Colorado 38.4689 -107.8590
## 2228              Illinois 41.7237  -88.3633
## 2229                 Maine 43.6954  -70.3539
## 2230              Colorado 39.8390 -105.0014
## 2231             Louisiana 30.4019  -91.0020
## 2232               Vermont 44.4622  -73.2202
## 2233              Colorado 39.7406 -105.2118
## 2234              Illinois 41.4892  -87.8363
## 2235                Nevada 36.8032 -114.1330
## 2236                  Ohio 39.9682  -82.8833
## 2237            New Jersey 40.7967  -74.4772
## 2238            California 33.7301 -116.9410
## 2239            California 32.8390 -115.5720
## 2240                  Iowa 41.7438  -91.6112
## 2241               Florida 29.9654  -81.4896
## 2242              New York 44.6951  -73.4563
## 2243              New York 40.8211  -73.2109
## 2244            California 37.8897 -122.3018
## 2245              Missouri 37.9459  -91.7607
## 2246                 Texas 29.6235  -95.7330
## 2247                 Texas 32.3254  -96.6347
## 2248                  Ohio 39.2861  -84.5258
## 2249                  Ohio 41.6524  -83.4321
## 2250              Oklahoma 36.1353  -96.1283
## 2251                 Texas 27.8942  -97.3278
## 2252              Illinois 41.5327  -87.8781
## 2253            California 35.4794 -119.2013
## 2254            California 36.8064 -121.6555
## 2255            Washington 48.1141 -123.4565
## 2256        North Carolina 35.2747  -77.5939
## 2257              Illinois 41.7213  -87.7013
## 2258            Washington 47.8595 -121.9851
## 2259                  Ohio 39.6322  -84.2724
## 2260          Pennsylvania 40.2000  -77.2034
## 2261            California 34.0493 -118.0484
## 2262               Georgia 33.6209  -84.3590
## 2263              Oklahoma 35.3917  -97.7246
## 2264            Washington 48.1701 -122.1442
## 2265               Arizona 31.3624 -110.9336
## 2266             Wisconsin 44.5703  -88.0928
## 2267                  Ohio 41.3196  -81.6779
## 2268              New York 40.7005  -73.4119
## 2269            Washington 45.7099 -122.6632
## 2270              Illinois 42.1956  -88.0870
## 2271               Indiana 41.4429  -87.4697
## 2272            California 32.7640 -116.9688
## 2273            California 33.8653 -118.3962
## 2274              Maryland 39.5796  -77.0067
## 2275            California 34.0123 -117.9043
## 2276              Virginia 38.4704  -78.0001
## 2277               Florida 27.4345  -82.5793
## 2278              Illinois 41.5591  -87.6610
## 2279               Indiana 39.5352  -85.7793
## 2280              New York 42.8182  -78.8325
## 2281               Florida 26.9717  -82.3524
## 2282                 Texas 29.5521  -98.3074
## 2283              Maryland 39.2428  -76.6922
## 2284        North Carolina 34.9363  -80.7439
## 2285               Alabama 30.7735  -88.1301
## 2286                 Texas 26.1810  -98.1177
## 2287          Pennsylvania 40.3581  -79.9073
## 2288              New York 41.0957  -74.0155
## 2289               Florida 30.4169  -87.0229
## 2290               Florida 30.0927  -81.4095
## 2291              Virginia 37.4301  -77.4740
## 2292                Oregon 42.1980 -121.7248
## 2293            California 35.1944 -118.8306
## 2294             Minnesota 45.2660  -93.6201
## 2295              Maryland 38.9802  -76.8502
## 2296               Florida 28.3610  -81.4358
## 2297            California 33.7436 -116.8871
## 2298                  Ohio 40.8668  -82.3156
## 2299              Kentucky 37.3409  -87.5034
## 2300            California 34.3894 -118.5883
## 2301              Illinois 41.8245  -87.8470
## 2302              Missouri 38.7627  -93.7260
## 2303            New Jersey 40.9579  -74.1582
## 2304              Kentucky 39.0109  -84.5864
## 2305                  Utah 37.1487 -113.3517
## 2306            California 37.8808 -122.1790
## 2307              New York 40.8124  -73.0447
## 2308              Illinois 42.2380  -87.8596
## 2309              Illinois 38.6155  -90.1304
## 2310               Florida 25.7785  -80.3760
## 2311               Florida 30.2337  -85.6370
## 2312              Michigan 42.4592  -83.1313
## 2313                 Texas 29.1721  -95.4293
## 2314              Maryland 39.1030  -76.4876
## 2315                  Utah 41.5035 -112.0453
## 2316        North Carolina 35.8018  -80.2682
## 2317              New York 40.8157  -73.5020
## 2318                  Iowa 41.6483  -93.4783
## 2319                Kansas 37.0466 -100.9295
## 2320              Michigan 42.7525  -84.4020
## 2321                 Texas 30.1226  -93.7607
## 2322              Michigan 42.8403  -85.6734
## 2323             Louisiana 30.6643  -91.1634
## 2324             Minnesota 45.0573  -92.8313
## 2325               Florida 26.8941  -82.0513
## 2326              Illinois 42.1654  -87.8516
## 2327                Alaska 64.8006 -147.3877
## 2328               Florida 27.8435  -82.7840
## 2329                  Ohio 41.3220  -81.4451
## 2330            Washington 46.9999 -120.5475
## 2331           Connecticut 41.4499  -72.8189
## 2332               Florida 26.1504  -81.7936
## 2333        North Carolina 34.6312  -79.0186
## 2334              Oklahoma 36.3146  -95.6095
## 2335        South Carolina 34.8069  -82.2271
## 2336               Florida 28.6295  -81.3718
## 2337                Oregon 45.8326 -119.2854
## 2338                  Ohio 39.2106  -84.6060
## 2339             Minnesota 45.6188  -94.2206
## 2340            New Jersey 40.9382  -74.2242
## 2341              Virginia 38.8731  -77.2426
## 2342              Arkansas 34.8522  -92.4000
## 2343            California 37.9931 -122.2833
## 2344            New Jersey 40.2708  -74.0949
## 2345              Illinois 41.5095  -87.7468
## 2346            California 38.4469 -121.8250
## 2347            California 40.8615 -124.0758
## 2348              Illinois 41.6701  -87.7368
## 2349              Maryland 39.6515  -78.7584
## 2350              Virginia 37.4856  -77.6522
## 2351              New York 40.6742  -73.4359
## 2352              Kentucky 38.0018  -84.1908
## 2353                  Ohio 41.7100  -83.7092
## 2354                Oregon 45.5355 -122.8006
## 2355                  Ohio 39.1605  -84.4535
## 2356              Illinois 41.1830  -87.8784
## 2357              Colorado 37.2659 -107.8781
## 2358                Oregon 42.3764 -122.9111
## 2359           Connecticut 41.3443  -73.0689
## 2360           Mississippi 30.4106  -88.6568
## 2361              Missouri 38.5499  -90.3264
## 2362                  Utah 40.4276 -111.7957
## 2363             Wisconsin 44.2228  -88.4763
## 2364              Virginia 38.9133  -77.3969
## 2365                 Maine 44.3341  -69.7319
## 2366               Florida 28.3820  -80.7675
## 2367               Florida 27.8868  -81.8214
## 2368            California 35.3886 -119.2058
## 2369                 Texas 31.7127  -98.9767
## 2370             Minnesota 44.9259  -93.4056
## 2371               Florida 30.5735  -84.2055
## 2372               Georgia 30.8394  -83.9782
## 2373            New Jersey 40.0772  -74.0702
## 2374            California 36.3242 -121.2428
## 2375                  Ohio 39.5615  -84.2348
## 2376            California 37.1095 -120.2349
## 2377              Missouri 38.7490  -90.2950
## 2378              Oklahoma 34.6565  -99.3061
## 2379            New Jersey 40.7431  -74.1531
## 2380            California 33.9329 -118.0625
## 2381              Illinois 41.9579  -87.9442
## 2382            New Jersey 40.8203  -74.1057
## 2383              Illinois 41.8829  -87.8762
## 2384            New Jersey 40.5926  -74.3148
## 2385              New York 40.7314  -73.3248
## 2386              New York 40.8037  -73.1246
## 2387              Maryland 39.0394  -76.9211
## 2388              Maryland 38.7884  -76.9727
## 2389              Missouri 38.5117  -90.3574
## 2390             Wisconsin 43.8883  -91.2075
## 2391              Virginia 38.7239  -77.4476
## 2392                  Ohio 41.3696  -81.8641
## 2393              Illinois 42.3435  -88.1059
## 2394              Illinois 41.3555  -88.8261
## 2395             Wisconsin 44.3927  -89.8265
## 2396             Wisconsin 44.6627  -90.1728
## 2397               Wyoming 44.7961 -106.9642
## 2398              Missouri 38.6620  -90.4430
## 2399          Pennsylvania 40.3260  -78.9194
## 2400               Georgia 33.4501  -84.4710
## 2401               Florida 25.6330  -80.4353
## 2402              Colorado 38.8597 -104.6995
## 2403        North Carolina 35.7911  -78.4966
## 2404              Virginia 38.7878  -77.4961
## 2405            California 34.4398 -117.5248
## 2406                  Ohio 41.4036  -81.8219
## 2407          Pennsylvania 39.9601  -75.6058
## 2408               Florida 26.4765  -81.8193
## 2409              New York 40.7031  -73.4678
## 2410                Kansas 38.0368  -97.3449
## 2411              New York 40.7824  -73.4088
## 2412             Tennessee 36.4949  -86.8711
## 2413                 Texas 31.7544  -95.6471
## 2414              New York 40.7602  -73.2617
## 2415          Pennsylvania 40.2417  -75.2812
## 2416        South Carolina 33.8232  -78.7082
## 2417                 Texas 29.9707  -94.0015
## 2418         West Virginia 39.4582  -77.9776
## 2419              Michigan 42.1394  -83.1929
## 2420              Maryland 38.9863  -76.5518
## 2421            Washington 47.4467 -122.1430
## 2422                 Texas 30.3544  -97.9864
## 2423               Indiana 40.7472  -86.3520
## 2424        North Carolina 36.2942  -76.2360
## 2425            California 35.0319 -120.4985
## 2426          Pennsylvania 40.1359  -75.5201
## 2427              Illinois 41.9361  -87.8794
## 2428             Minnesota 43.6548  -93.3643
## 2429               Alabama 32.4166  -87.0336
## 2430            California 35.1241 -120.5845
## 2431            New Jersey 40.8859  -74.5597
## 2432        North Carolina 35.3125  -80.6485
## 2433              Virginia 38.7484  -77.0821
## 2434                  Ohio 41.1023  -81.4216
## 2435               Florida 25.6650  -80.3042
## 2436                 Texas 29.7395  -95.7607
## 2437              Kentucky 39.0223  -84.7217
## 2438              Illinois 41.6986  -87.8266
## 2439              Virginia 38.7625  -77.1444
## 2440                  Ohio 38.7538  -82.9445
## 2441         West Virginia 39.4768  -80.1491
## 2442              Oklahoma 33.9949  -96.3923
## 2443              New York 40.6840  -73.7077
## 2444              New York 40.6686  -73.5104
## 2445                  Iowa 41.6147  -93.7980
## 2446                  Ohio 41.1879  -80.7531
## 2447               Alabama 30.5819  -88.2128
## 2448              Missouri 37.1452  -93.4446
## 2449              Virginia 38.7682  -77.1587
## 2450              Missouri 38.5830  -90.5064
## 2451               Florida 28.7920  -81.7352
## 2452         Massachusetts 42.8124  -70.8878
## 2453                Alaska 61.5082 -149.6252
## 2454           Mississippi 30.4082  -88.7861
## 2455                 Texas 32.6530  -96.5456
## 2456                Hawaii 21.4936 -158.0617
## 2457               Florida 27.8260  -82.3761
## 2458              Oklahoma 34.9257  -95.7734
## 2459              New York 42.9420  -74.1906
## 2460               Georgia 30.8194  -81.7216
## 2461              New York 40.8297  -73.1128
## 2462        North Carolina 35.9094  -81.5249
## 2463               Georgia 30.7567  -81.5722
## 2464             Wisconsin 42.9467  -87.8641
## 2465               Florida 28.1809  -82.6582
## 2466                 Texas 30.3654  -97.8960
## 2467             Wisconsin 44.2125  -88.4271
## 2468                Oregon 44.5317 -122.9071
## 2469           Connecticut 41.7171  -72.2114
## 2470             Minnesota 45.2014  -93.6920
## 2471              Illinois 41.9957  -88.6821
## 2472               Georgia 33.8185  -84.3254
## 2473               Florida 30.1690  -85.7407
## 2474              Illinois 39.4842  -88.1781
## 2475              Virginia 37.2650  -77.3969
## 2476            California 33.6219 -114.6195
## 2477                  Ohio 40.3653  -80.6519
## 2478              Illinois 39.7292  -90.2317
## 2479              Virginia 38.7903  -77.2999
## 2480             Louisiana 31.7315  -93.0975
## 2481                  Ohio 41.8805  -80.7984
## 2482                Oregon 45.2652 -122.6867
## 2483            California 32.8189 -116.9480
## 2484                 Texas 29.3683  -94.9941
## 2485              New York 40.9902  -73.7773
## 2486              Maryland 39.1016  -76.8051
## 2487        North Carolina 36.2111  -81.6669
## 2488                 Texas 32.7554  -97.4605
## 2489             Tennessee 35.8872  -83.5678
## 2490              New York 40.6797  -73.5837
## 2491            California 34.4818 -118.6316
## 2492                 Texas 27.7556  -98.0653
## 2493                 Texas 26.2884  -98.3098
## 2494            Washington 46.7223 -122.9696
## 2495                 Texas 32.5781  -97.3585
## 2496             Wisconsin 43.0996  -88.4948
## 2497              Maryland 39.1339  -77.1464
## 2498            New Jersey 40.9452  -73.9923
## 2499              Virginia 37.6375  -77.5062
## 2500              Missouri 37.7822  -90.4282
## 2501              Illinois 41.5169  -88.2146
## 2502          Pennsylvania 40.3418  -79.8440
## 2503              New York 42.7732  -73.7077
## 2504              Illinois 42.2129  -88.2494
## 2505                 Texas 28.9838  -95.9601
## 2506               Florida 28.6098  -81.8246
## 2507               Alabama 34.1775  -86.8407
## 2508              Illinois 41.8086  -88.3414
## 2509            New Jersey 39.7430  -74.2805
## 2510                  Ohio 40.8742  -81.3971
## 2511               Florida 30.2370  -85.8776
## 2512                  Ohio 41.1165  -83.1805
## 2513              Virginia 37.5187  -77.5713
## 2514             Louisiana 29.9101  -90.0515
## 2515              Illinois 38.9577  -90.2156
## 2516              Arkansas 33.2184  -92.6640
## 2517            California 38.6738 -120.9872
## 2518              Maryland 39.0578  -76.9488
## 2519               Georgia 33.9917  -83.7218
## 2520               Alabama 31.8021  -85.9664
## 2521             Minnesota 45.2099  -93.3893
## 2522                  Ohio 41.6581  -81.4322
## 2523               Arizona 33.8835 -112.0858
## 2524               Florida 25.8216  -80.2417
## 2525              Kentucky 38.0430  -85.5551
## 2526              Missouri 38.7884  -90.2077
## 2527              Virginia 38.8896  -77.2056
## 2528            New Jersey 40.5697  -74.3172
## 2529             Louisiana 29.8447  -90.1021
## 2530              New York 40.7495  -73.4856
## 2531              Michigan 42.2774  -83.3877
## 2532                  Ohio 40.4860  -81.4401
## 2533            Washington 47.4949 -122.2410
## 2534              Maryland 38.9810  -77.0028
## 2535           Puerto Rico 18.1520  -65.8204
## 2536              Missouri 40.1986  -92.5752
## 2537                  Ohio 40.0110  -82.7155
## 2538              Kentucky 38.2497  -85.6384
## 2539              New York 42.6004  -76.1784
## 2540        North Carolina 34.9078  -76.8987
## 2541              Michigan 42.9063  -85.8269
## 2542            California 36.1420 -120.3242
## 2543            California 33.6099 -117.7299
## 2544              Illinois 41.6695  -87.9838
## 2545             Tennessee 36.3330  -86.7026
## 2546            California 33.8789 -117.3687
## 2547               Florida 28.4862  -81.5460
## 2548               Indiana 39.9191  -85.3697
## 2549              Arkansas 36.3566  -94.2971
## 2550            Washington 48.4878 -122.6292
## 2551              Maryland 38.8181  -76.9833
## 2552        North Carolina 34.9710  -78.9597
## 2553               Georgia 33.9379  -84.2065
## 2554                 Texas 32.9430  -96.3858
## 2555                 Idaho 43.4745 -111.9568
## 2556        North Carolina 35.7408  -81.7002
## 2557                 Texas 30.1584  -96.3966
## 2558                Oregon 45.4156 -122.6349
## 2559           Mississippi 31.6956  -89.1449
## 2560                  Utah 41.1722 -111.9576
## 2561                Hawaii 21.5012 -158.0178
## 2562        North Carolina 35.3136  -81.0073
## 2563                 Texas 29.7847  -98.7292
## 2564                  Ohio 41.2396  -81.3456
## 2565               Georgia 33.0874  -83.2414
## 2566               Florida 27.1959  -80.2444
## 2567              New York 40.6375  -73.7219
## 2568        South Carolina 33.9932  -81.0936
## 2569                 Texas 29.7040  -95.4621
## 2570         West Virginia 37.7877  -81.1841
## 2571                 Texas 29.6930  -95.8804
## 2572        North Carolina 35.1922  -79.4684
## 2573            California 33.9170 -118.4018
## 2574              Kentucky 39.0801  -84.4518
## 2575              Kentucky 36.6146  -88.3207
## 2576        South Carolina 34.6837  -82.8124
## 2577               Florida 25.7090  -80.3155
## 2578            Washington 48.1865 -122.4708
## 2579               Indiana 40.0324  -86.4551
## 2580        North Carolina 36.0852  -79.2736
## 2581            California 38.6875 -121.4417
## 2582                 Texas 29.6271  -95.5654
## 2583                  Ohio 41.4419  -81.8530
## 2584              Missouri 39.7098  -91.3939
## 2585              Oklahoma 35.5429  -97.9660
## 2586              Kentucky 37.6418  -84.7777
## 2587              Colorado 38.4430 -105.2203
## 2588                  Ohio 41.2813  -84.3657
## 2589              New York 40.6817  -73.4496
## 2590              Illinois 41.8007  -87.9273
## 2591                 Texas 33.6390  -97.1487
## 2592              Maryland 38.9600  -76.9109
## 2593            New Jersey 40.5842  -74.2716
## 2594            California 33.7635 -116.4271
## 2595              Maryland 39.1869  -76.6331
## 2596               Georgia 31.4624  -83.5203
## 2597               Florida 25.8697  -80.2174
## 2598                  Ohio 41.3118  -81.3450
## 2599              New York 43.4516  -76.5005
## 2600               Georgia 33.6646  -83.9966
## 2601               Florida 28.0080  -82.6964
## 2602              Maryland 38.8373  -76.9641
## 2603                 Texas 32.7340  -96.2931
## 2604              Virginia 38.7931  -77.6347
## 2605              Virginia 38.7709  -77.4429
## 2606                 Texas 29.9457  -93.9164
## 2607            New Mexico 34.8115 -106.7803
## 2608                  Ohio 41.2443  -82.6088
## 2609             Wisconsin 44.4796  -88.0889
## 2610               Florida 30.4158  -87.3027
## 2611               Indiana 40.8810  -85.5063
## 2612              Virginia 36.6181  -82.1604
## 2613               Florida 26.6916  -80.6656
## 2614              Illinois 39.4774  -88.3623
## 2615              Maryland 39.0017  -76.9649
## 2616               Arizona 32.2937 -111.0110
## 2617              Illinois 37.7345  -88.9420
## 2618            California 36.9860 -121.9804
## 2619              Maryland 39.2701  -77.1957
## 2620              Arkansas 36.1844  -94.5315
## 2621              Kentucky 38.2067  -85.2292
## 2622             Wisconsin 44.2773  -88.2641
## 2623               Georgia 34.4910  -84.9386
## 2624                  Utah 41.2083 -112.0541
## 2625            New Jersey 40.9337  -74.0196
## 2626              Maryland 38.7760  -76.0701
## 2627              New York 40.8390  -73.0404
## 2628              Missouri 38.6444  -90.3303
## 2629               Indiana 38.6759  -87.5102
## 2630                  Ohio 40.3854  -82.4737
## 2631              Illinois 41.7403  -87.8067
## 2632               Georgia 33.7294  -84.9177
## 2633                Oregon 45.6757 -118.8201
## 2634              Michigan 42.5243  -83.5346
## 2635            California 39.3455 -120.1848
## 2636            Washington 46.9757 -123.8094
## 2637              Illinois 41.8492  -87.8906
## 2638            New Jersey 40.7586  -74.4169
## 2639                 Texas 35.5479 -100.9651
## 2640               Georgia 34.1192  -83.9903
## 2641              New York 40.8268  -73.6765
## 2642              Oklahoma 34.7662  -96.6681
## 2643        North Carolina 36.0589  -79.3894
## 2644                 Texas 33.3472  -96.5508
## 2645         New Hampshire 43.5725  -71.4775
## 2646              Nebraska 41.1816  -96.0664
## 2647           Connecticut 41.8083  -72.2514
## 2648            California 37.8439 -122.1225
## 2649              Illinois 41.5636  -87.7251
## 2650              Colorado 38.7095 -104.7720
## 2651                 Texas 26.1468  -98.0559
## 2652           Mississippi 34.8500  -89.9921
## 2653            California 39.1464 -123.2105
## 2654             Wisconsin 44.8893  -91.9084
## 2655                  Utah 40.9284 -111.8848
## 2656              Virginia 38.7802  -77.5204
## 2657               Georgia 33.8659  -84.6840
## 2658               Alabama 33.4239  -87.0220
## 2659                 Texas 33.1778  -96.5044
## 2660                Hawaii 21.3145 -158.0289
## 2661               Alabama 32.5027  -86.3737
## 2662              Virginia 37.5770  -77.3865
## 2663              Missouri 38.7846  -90.7886
## 2664            Washington 45.5825 -122.3451
## 2665                Oregon 44.9221 -123.3130
## 2666           Mississippi 30.3608  -89.1651
## 2667               Florida 25.6211  -80.3616
## 2668                Oregon 44.9290 -122.9732
## 2669              New York 40.6569  -73.5285
## 2670                 Texas 29.9921  -95.2655
## 2671              Illinois 38.5974  -90.0053
## 2672             Minnesota 44.5817  -92.6036
## 2673              Colorado 40.3499 -104.9482
## 2674             Wisconsin 43.4688  -88.8309
## 2675              Illinois 40.6135  -89.4669
## 2676                  Utah 40.4744 -111.9381
## 2677              New York 40.8695  -72.5225
## 2678                 Texas 33.3154  -96.7941
## 2679               Florida 25.9563  -80.1606
## 2680            New Mexico 31.8201 -106.5958
## 2681              Maryland 39.1064  -76.9995
## 2682               Arizona 31.3602 -109.5394
## 2683            California 38.9589 -122.6330
## 2684              Virginia 38.8996  -77.2597
## 2685               Florida 28.7592  -81.3360
## 2686            California 40.9488 -124.0857
## 2687            California 33.9682 -118.2220
## 2688               Florida 27.0444  -82.4155
## 2689               Alabama 33.6447  -86.6852
## 2690               Indiana 41.4977  -87.5090
## 2691                  Utah 40.5070 -111.3986
## 2692                 Texas 32.9590  -96.8355
## 2693            California 34.0983 -117.9238
## 2694              Virginia 38.9395  -77.2842
## 2695            California 33.8676 -118.0805
## 2696             Minnesota 45.2545  -93.2039
## 2697              New York 41.0615  -74.0047
## 2698            California 34.3989 -118.9174
## 2699               Georgia 33.8074  -84.2889
## 2700                 Texas 29.6611  -95.2285
## 2701              Michigan 42.4366  -82.8987
## 2702                Oregon 45.5372 -122.3955
## 2703               Florida 28.2468  -82.7170
## 2704            Washington 46.3157 -120.0058
## 2705            New Jersey 40.7874  -74.1273
## 2706            California 37.4252 -122.1674
## 2707              Virginia 38.7361  -77.0589
## 2708              Missouri 36.7632  -90.4135
## 2709        North Carolina 35.3594  -80.1915
## 2710              Missouri 38.5325  -90.2845
## 2711               Florida 25.8997  -80.2551
## 2712            California 40.4206 -120.6132
## 2713              New York 40.7478  -73.0840
## 2714               Indiana 40.0428  -86.8976
## 2715                 Texas 26.1533  -97.9128
## 2716            California 39.0795 -121.5566
## 2717              Colorado 39.8403 -104.9655
## 2718               Florida 27.6463  -80.3930
## 2719          Pennsylvania 41.2305  -80.4413
## 2720             Tennessee 36.0465  -89.3777
## 2721               Indiana 38.3933  -86.9402
## 2722               Arizona 34.2433 -111.3195
## 2723             Minnesota 47.3980  -92.9486
## 2724              Illinois 41.8072  -87.8741
## 2725               Georgia 33.5496  -84.5914
## 2726              Oklahoma 35.9112  -94.9770
## 2727               Indiana 41.5277  -87.4239
## 2728              Virginia 37.1229  -80.5587
## 2729              New York 40.7227  -73.7029
## 2730              Maryland 39.5151  -76.1733
## 2731               Florida 27.9195  -81.5961
## 2732                 Texas 30.5729  -97.4268
## 2733               Georgia 32.0736  -84.2248
## 2734               Florida 30.3835  -87.2946
## 2735               Indiana 40.2810  -86.5212
## 2736          Pennsylvania 40.2987  -76.8069
## 2737                Nevada 39.6568 -119.6694
## 2738          Pennsylvania 40.6309  -75.4834
## 2739               Alabama 33.1254  -86.7449
## 2740             Minnesota 45.1794  -93.8644
## 2741            California 38.4993 -121.4520
## 2742            New Jersey 40.4455  -74.3783
## 2743         West Virginia 39.2862  -80.3232
## 2744               Georgia 32.5360  -82.9280
## 2745                 Texas 33.1586  -94.9727
## 2746        South Carolina 33.7777  -79.0111
## 2747             Wisconsin 44.8609  -92.6247
## 2748              Missouri 36.8854  -89.5877
## 2749                  Ohio 41.4851  -81.9317
## 2750              Michigan 42.9004  -85.7564
## 2751              Illinois 42.1039  -87.9267
## 2752              New York 40.8881  -73.2475
## 2753              Illinois 40.7050  -89.4340
## 2754              Maryland 38.9042  -76.8678
## 2755                 Texas 31.4445  -97.7317
## 2756            Washington 46.3115 -119.3999
## 2757        North Carolina 34.2919  -77.8429
## 2758                  Ohio 41.3696  -81.8150
## 2759              Arkansas 34.6566  -92.9643
## 2760               Alabama 34.7432  -87.6343
## 2761            California 37.7417 -121.1310
## 2762                  Ohio 41.3535  -83.1147
## 2763              Colorado 40.1565 -104.9494
## 2764                Oregon 45.6053 -121.1818
## 2765               Alabama 30.8479  -88.1004
## 2766               Vermont 43.6092  -72.9783
## 2767        North Carolina 35.1088  -80.6598
## 2768               Florida 25.9330  -81.6993
## 2769             Wisconsin 44.4592  -87.9550
## 2770               Indiana 41.0676  -85.0174
## 2771                Oregon 43.3789 -124.2330
## 2772               Alabama 33.6677  -86.8069
## 2773              Missouri 38.6966  -90.3689
## 2774               Indiana 41.2448  -85.8465
## 2775               Georgia 31.9012  -81.3125
## 2776              New York 44.0450  -75.7845
## 2777        South Carolina 34.8802  -82.4650
## 2778                 Texas 29.9123  -95.3784
## 2779             Louisiana 30.5252  -92.0816
## 2780            California 33.5959 -117.5860
## 2781                 Maine 44.5441  -69.6624
## 2782               Arizona 35.0004 -114.5748
## 2783               Georgia 31.1775  -81.3857
## 2784                 Idaho 43.1324 -115.6970
## 2785              Virginia 37.3434  -79.9534
## 2786              Illinois 41.8439  -89.4794
## 2787             Tennessee 36.0637  -87.3665
## 2788              New York 40.7602  -73.5649
## 2789               Florida 28.8142  -81.6344
## 2790                 Texas 33.1421  -95.6122
## 2791               Georgia 33.7811  -84.6487
## 2792          North Dakota 46.9063  -98.6937
## 2793            California 36.7248 -120.0625
## 2794              Maryland 39.0698  -77.0467
## 2795               Georgia 34.1681  -84.4847
## 2796               Alabama 33.4333  -86.0986
## 2797              Virginia 38.9294  -77.5557
## 2798              New York 40.7599  -73.5891
## 2799                 Texas 33.0897  -97.0615
## 2800                 Texas 32.5506  -96.8548
## 2801              Michigan 42.5977  -82.8821
## 2802            California 34.4128 -119.8614
## 2803              Maryland 39.6066  -75.8209
## 2804            Washington 47.5086 -122.3479
## 2805                 Texas 31.4520  -97.1960
## 2806               Florida 28.0963  -81.8012
## 2807            California 37.9063 -121.5990
## 2808            California 35.3065 -120.8242
## 2809                  Iowa 41.6963  -93.0403
## 2810               Florida 28.9241  -81.9299
## 2811              Illinois 40.4709  -90.6807
## 2812          South Dakota 43.7294  -98.0337
## 2813                Hawaii 20.8834 -156.5059
## 2814              Oklahoma 35.0409  -97.9474
## 2815            California 33.8504 -118.0407
## 2816            California 32.8439 -116.7585
## 2817              Kentucky 38.1970  -85.8136
## 2818              New York 40.6678  -73.4922
## 2819              Maryland 39.3572  -76.4767
## 2820             Tennessee 35.8783  -83.7669
## 2821              Missouri 37.7562  -92.1274
## 2822             Wisconsin 44.8906  -89.5487
## 2823               Georgia 33.4503  -82.2073
## 2824               Florida 28.3793  -81.3903
## 2825              New York 40.8096  -72.8479
## 2826        South Carolina 34.0475  -81.1435
## 2827                  Ohio 39.4461  -84.3667
## 2828                 Texas 29.5545  -98.3404
## 2829            California 37.6792 -122.1038
## 2830               Florida 28.5473  -81.2956
## 2831              Colorado 39.6153 -104.9131
## 2832                  Iowa 41.3629  -93.5652
## 2833              Maryland 39.2170  -76.6174
## 2834             Minnesota 45.1671  -92.9588
## 2835               Florida 30.5290  -86.4748
## 2836             Wisconsin 43.3223  -88.3784
## 2837               Georgia 32.0033  -80.9752
## 2838           Puerto Rico 18.4042  -66.2175
## 2839              New York 42.9987  -78.1802
## 2840                 Texas 26.3808  -98.8215
## 2841            New Jersey 40.3347  -74.5651
## 2842              Kentucky 37.5904  -84.2898
## 2843               Alabama 34.6438  -86.0491
## 2844                 Idaho 42.9263 -112.4623
## 2845              Missouri 39.0171  -94.2084
## 2846              Maryland 38.9833  -76.8040
## 2847            Washington 48.9502 -122.4545
## 2848              Missouri 37.1503  -94.3225
## 2849            New Jersey 39.8769  -74.9724
## 2850                 Texas 29.2152  -99.7782
## 2851               Florida 25.6415  -80.4000
## 2852             Tennessee 36.1680  -82.8197
## 2853              Delaware 39.6015  -75.7473
## 2854              New York 40.7664  -72.8369
## 2855          South Dakota 42.8901  -97.3927
## 2856        North Carolina 36.5027  -79.7412
## 2857                 Idaho 47.7680 -116.8040
## 2858            Washington 47.5163 -122.6610
## 2859               Alabama 34.4391  -86.9396
## 2860            New Jersey 40.9176  -73.9532
## 2861            New Jersey 40.2226  -74.0119
## 2862        North Carolina 36.4452  -77.6490
## 2863              Illinois 41.9637  -87.8231
## 2864              Michigan 42.4390  -82.9293
## 2865              New York 42.1230  -75.9624
## 2866              Missouri 37.3792  -89.6522
## 2867              Michigan 44.7546  -85.6038
## 2868              Michigan 43.0427  -85.6016
## 2869        South Carolina 34.0754  -80.9547
## 2870        North Carolina 34.7602  -79.4773
## 2871             Louisiana 29.7949  -90.8146
## 2872          Pennsylvania 40.5903  -80.0999
## 2873              Illinois 41.1641  -87.8452
## 2874              Michigan 42.4986  -83.1853
## 2875              Michigan 42.4619  -83.0977
## 2876              New York 43.0491  -74.3465
## 2877              New York 42.9646  -78.8713
## 2878               Indiana 39.7157  -86.0871
## 2879              New York 42.9118  -78.7043
## 2880                Nevada 40.7450 -115.5983
## 2881               Arizona 32.7470 -111.5992
## 2882            California 36.6188 -121.9259
## 2883             Louisiana 30.0963  -91.9968
## 2884                Kansas 37.6873  -97.1352
## 2885            Washington 47.0425 -122.3663
## 2886        North Carolina 35.1927  -79.4039
## 2887                  Ohio 39.8791  -84.1930
## 2888        North Carolina 34.7498  -77.3208
## 2889            New Jersey 40.6894  -75.1821
## 2890              New York 43.0105  -78.8805
## 2891            California 33.2329 -117.3930
## 2892              New York 40.7460  -73.6876
## 2893           Mississippi 34.1933  -90.5693
## 2894              New York 40.8632  -73.3646
## 2895             Minnesota 47.4828  -94.8797
## 2896               Florida 28.7014  -81.3487
## 2897        North Carolina 36.3256  -78.4151
## 2898               Florida 25.9840  -80.1923
## 2899                  Ohio 40.0950  -83.0209
## 2900                 Texas 34.8225 -102.4001
## 2901              Virginia 38.9260  -78.1838
## 2902              Illinois 38.5507  -89.9858
## 2903                Nevada 39.2592 -119.5653
## 2904               Georgia 33.5639  -84.4103
## 2905              New York 40.7175  -73.4473
## 2906                Hawaii 21.3753 -157.9185
## 2907          Pennsylvania 40.3113  -79.5445
## 2908                 Texas 29.7157  -95.4321
## 2909            New Jersey 40.5006  -74.4283
## 2910            New Jersey 39.6874  -74.9786
## 2911               Arizona 32.2687 -110.7437
## 2912                 Texas 32.8169  -98.0776
## 2913              Kentucky 37.0048  -85.9263
## 2914              Illinois 41.7996  -89.6956
## 2915            New Jersey 40.8182  -74.0022
## 2916            California 35.1578 -117.8721
## 2917            New Jersey 40.5424  -74.3628
## 2918              Missouri 37.6717  -92.6603
## 2919        North Carolina 35.3247  -82.4575
## 2920                Nevada 35.8407 -114.9257
## 2921                Kansas 38.3593  -98.8015
## 2922                  Iowa 41.6779  -93.7947
## 2923              Virginia 39.0168  -77.5167
## 2924              Virginia 37.5516  -77.3285
## 2925               Arizona 31.4525 -110.2160
## 2926             Wisconsin 43.1131  -87.9003
## 2927            New Jersey 41.0595  -74.1454
## 2928               Florida 28.0506  -82.6698
## 2929            New Jersey 40.5711  -74.6678
## 2930        South Carolina 34.7837  -82.4027
## 2931              Virginia 37.6660  -77.4838
## 2932            Washington 48.8526 -122.5894
## 2933               Georgia 31.1449  -81.4746
## 2934               Alabama 32.9229  -85.9358
## 2935               Florida 28.7752  -82.0075
## 2936             Wisconsin 42.9371  -88.0018
## 2937            Washington 47.8733 -122.2582
## 2938            New Mexico 32.2631 -107.7525
## 2939               Alabama 34.4559  -85.6965
## 2940               Arizona 32.0217 -110.6937
## 2941               Alabama 30.2764  -87.7017
## 2942        South Carolina 33.0093  -80.1078
## 2943              Maryland 39.0451  -76.9885
## 2944               Alabama 33.3262  -86.6300
## 2945              Michigan 42.9955  -84.1760
## 2946              Illinois 42.4742  -88.0721
## 2947              Michigan 42.5388  -82.9496
## 2948            New Jersey 39.6572  -74.7678
## 2949              Virginia 39.0110  -77.3013
## 2950            California 37.7083 -121.0842
## 2951             Wisconsin 43.1829  -89.4447
## 2952               Georgia 33.7990  -83.7161
## 2953               Florida 27.3328  -82.4616
## 2954                 Texas 34.9911 -101.9190
## 2955            California 36.6087 -119.5434
## 2956                 Texas 26.2318  -98.3823
## 2957             Louisiana 31.3414  -92.4096
## 2958        North Carolina 35.4840  -80.8247
## 2959             Wisconsin 42.5366  -88.1306
## 2960              Maryland 39.5480  -76.1146
## 2961               Georgia 31.1591  -83.7708
## 2962          Pennsylvania 40.2806  -76.6458
## 2963                Hawaii 21.3181 -158.0073
## 2964              Illinois 38.3140  -88.9174
## 2965              Missouri 38.5515  -91.0154
## 2966              Illinois 41.3749  -88.4304
## 2967        North Carolina 35.2657  -78.9580
## 2968                 Texas 32.5789  -97.2349
## 2969          Pennsylvania 39.9852  -76.8306
## 2970             Wisconsin 44.9358  -91.3902
## 2971              New York 42.9665  -78.8065
## 2972               Florida 30.6175  -86.9636
## 2973            New Jersey 40.2324  -74.2943
## 2974                 Texas 35.8613 -101.9642
## 2975            California 40.1735 -122.2413
## 2976           Mississippi 34.9474  -88.5143
## 2977               Florida 25.6908  -80.1653
## 2978              New York 40.7875  -73.5416
## 2979             Minnesota 45.0261  -93.3332
## 2980           Mississippi 33.5126  -90.1993
## 2981            New Jersey 40.5744  -74.5011
## 2982              Nebraska 41.8684 -103.6616
## 2983              Maryland 39.0412  -77.0215
## 2984             Minnesota 44.8855  -94.3768
## 2985            New Jersey 40.7389  -74.3278
## 2986             Wisconsin 44.9639  -92.7312
## 2987               Georgia 33.7489  -84.2599
## 2988            Washington 47.3021 -122.6406
## 2989              Virginia 38.8847  -77.1751
## 2990          Pennsylvania 40.4442  -79.8733
## 2991              Illinois 41.7248  -87.8280
## 2992              Maryland 38.6176  -77.0077
## 2993                 Texas 29.8785  -97.6831
## 2994            California 38.5172 -121.4573
## 2995              Maryland 39.0730  -77.0010
## 2996        North Carolina 36.3376  -79.6725
## 2997            California 33.8949 -118.1956
## 2998               Georgia 33.8117  -84.2403
## 2999              Illinois 42.4175  -88.0257
## 3000        North Carolina 35.2212  -81.0401
## 3001                  Ohio 39.5381  -83.4281
## 3002           Mississippi 31.5437  -91.3867
## 3003               Florida 27.2286  -82.4672
## 3004               Georgia 33.8897  -84.1364
## 3005               Florida 25.7060  -80.3530
## 3006              Illinois 41.7034  -87.7795
## 3007              Virginia 38.7605  -77.0980
## 3008               Alabama 31.4508  -85.6473
## 3009            New Jersey 40.9541  -74.6593
## 3010            New Jersey 39.9659  -74.9643
## 3011          Pennsylvania 40.0033  -75.2947
## 3012                Hawaii 21.4053 -158.0318
## 3013               Florida 28.6270  -81.4354
## 3014              Kentucky 39.0856  -84.4868
## 3015              Maryland 38.9105  -76.8304
## 3016              Colorado 39.0608 -104.6752
## 3017               Alabama 33.8508  -87.2710
## 3018             Wisconsin 42.8372  -88.7341
## 3019            California 37.4754 -122.2034
## 3020             Minnesota 44.1810  -94.0391
## 3021                 Texas 30.0758  -97.8487
## 3022              Illinois 41.6254  -87.7243
## 3023               Florida 30.5822  -87.2906
## 3024               Florida 28.2467  -80.7387
## 3025         New Hampshire 43.6353  -72.2531
## 3026            California 38.9306 -121.0820
## 3027              Illinois 41.8683  -87.8157
## 3028               Florida 30.1796  -81.7375
## 3029               Florida 28.0464  -82.2910
## 3030            California 35.2659 -118.9159
## 3031              Illinois 39.6733  -89.6934
## 3032            California 37.9086 -122.5421
## 3033             Minnesota 45.2991  -93.7996
## 3034            New Jersey 40.2360  -74.6917
## 3035            New Jersey 40.8237  -73.9740
## 3036                 Texas 31.8396 -106.3747
## 3037               Florida 30.6350  -81.5678
## 3038              Maryland 39.1676  -77.1824
## 3039                  Ohio 41.5317  -81.5794
## 3040               Georgia 30.9052  -84.5732
## 3041              Delaware 39.6665  -75.7152
## 3042            California 33.8304 -118.0728
## 3043                  Ohio 41.6342  -81.4678
## 3044              New York 41.3180  -73.8008
## 3045            Washington 47.3374 -122.2812
## 3046               Florida 25.8395  -80.2368
## 3047             Tennessee 35.2594  -89.6680
## 3048                Hawaii 21.4568 -158.1758
## 3049              Maryland 38.2969  -76.4949
## 3050              Colorado 40.1088 -104.9701
## 3051          South Dakota 44.3748 -100.3205
## 3052               Arizona 32.6007 -114.6994
## 3053             Louisiana 29.9008  -90.3523
## 3054            Washington 47.4174 -120.2822
## 3055             Tennessee 36.3367  -82.2370
## 3056              Colorado 39.8651 -105.0154
## 3057            New Mexico 32.0442 -106.4060
## 3058            California 35.6781 -119.2413
## 3059            California 37.3875 -120.7248
## 3060              New York 42.7427  -73.7497
## 3061             Wisconsin 44.4721  -88.0259
## 3062              Illinois 42.2749  -88.1359
## 3063               Georgia 33.6049  -83.8463
## 3064          South Dakota 44.3623  -98.2094
## 3065             Minnesota 46.3553  -94.1983
## 3066             Minnesota 44.3120  -94.4685
## 3067           Puerto Rico 18.1150  -66.1630
## 3068               Indiana 41.5997  -87.0550
## 3069              Illinois 41.9668  -87.9808
## 3070               Georgia 33.6363  -84.4640
## 3071             Minnesota 45.8776  -95.3767
## 3072                 Texas 31.9642  -95.2617
## 3073                  Ohio 39.2825  -84.4071
## 3074               Florida 28.6619  -81.4444
## 3075          Pennsylvania 41.4152  -75.6072
## 3076                  Ohio 41.5172  -81.4922
## 3077              Virginia 38.7916  -77.0740
## 3078              Colorado 40.6205 -103.1925
## 3079            New Jersey 40.6653  -74.2666
## 3080             Minnesota 46.2854  -96.0758
## 3081               Florida 27.0729  -80.1425
## 3082             Tennessee 35.4573  -84.6045
## 3083          Pennsylvania 40.1469  -75.1174
## 3084                 Texas 32.5212  -96.7866
## 3085                  Ohio 41.4948  -81.5350
## 3086              New York 40.8761  -73.1521
## 3087              New York 42.0819  -78.4321
## 3088                 Texas 26.1090  -98.2464
## 3089              Missouri 39.4179  -92.4364
## 3090                  Ohio 39.6063  -82.9334
## 3091                 Texas 30.3562  -97.5227
## 3092              Maryland 38.8888  -76.7889
## 3093              Kentucky 37.9813  -85.7007
## 3094                Kansas 38.3714  -97.6605
## 3095                  Ohio 41.5696  -83.6636
## 3096                  Ohio 40.9525  -81.5838
## 3097               Arizona 33.2172 -111.8695
## 3098               Georgia 31.2108  -82.3579
## 3099            California 36.0311 -120.1162
## 3100               Florida 25.8195  -80.2894
## 3101                  Ohio 40.1689  -83.0829
## 3102             Tennessee 36.0358  -84.0296
## 3103            California 37.8548 -122.0136
## 3104               Florida 27.8192  -82.7384
## 3105                 Texas 30.4433  -97.6790
## 3106             Minnesota 45.5981  -94.1538
## 3107            New Jersey 39.9384  -75.0117
## 3108                  Ohio 39.9650  -82.9343
## 3109                Hawaii 21.3913 -157.9345
## 3110              Virginia 38.8151  -77.2960
## 3111               Georgia 33.8353  -83.8958
## 3112                Oregon 45.8572 -122.8164
## 3113                  Ohio 41.4759  -81.5030
## 3114         West Virginia 38.4482  -81.9246
## 3115             Wisconsin 42.9892  -89.5383
## 3116                 Texas 32.6619  -97.2662
## 3117              Nebraska 42.4627  -96.4125
## 3118                  Ohio 40.3627  -83.7630
## 3119            New Jersey 39.9082  -75.0551
## 3120             Minnesota 43.6281  -95.5990
## 3121                 Texas 28.4053  -97.7490
## 3122          Pennsylvania 40.1811  -76.1812
## 3123              Michigan 41.9465  -84.9989
## 3124               Florida 26.5504  -81.8678
## 3125               Florida 30.3950  -86.4701
## 3126              Virginia 37.4340  -77.6522
## 3127            California 38.8950 -121.0777
## 3128              Illinois 41.8209  -88.1857
## 3129             Wisconsin 43.0913  -87.8864
## 3130             Minnesota 44.4488  -95.7897
## 3131              Illinois 41.5732  -87.6899
## 3132               Indiana 38.8602  -86.4895
## 3133               Indiana 41.3696  -87.4389
## 3134            Washington 47.5293 -121.8412
## 3135              New York 41.5036  -73.9655
## 3136               Florida 28.6067  -81.7322
## 3137              Virginia 38.7140  -77.1043
## 3138               Georgia 33.9152  -84.8416
## 3139              Colorado 39.5309 -104.8709
## 3140              Illinois 40.5632  -90.0409
## 3141             Tennessee 35.6864  -85.7812
## 3142               Florida 25.7240  -80.3388
## 3143                  Ohio 41.4363  -81.5222
## 3144              Illinois 41.4210  -88.2599
## 3145             Tennessee 35.2585  -89.7308
## 3146            New Jersey 40.4439  -74.5431
## 3147                 Texas 33.2891  -96.5573
## 3148            New Jersey 39.8482  -74.9957
## 3149               Florida 30.1349  -85.5568
## 3150              Illinois 38.5534  -89.9161
## 3151        South Carolina 33.9459  -81.0429
## 3152              Illinois 42.4260  -87.8583
## 3153               Florida 28.4968  -81.3316
## 3154              Arkansas 35.2035  -90.2059
## 3155               Indiana 39.7937  -86.2481
## 3156                  Ohio 41.3079  -81.6192
## 3157                  Utah 39.9708 -111.7941
## 3158               Florida 27.5390  -80.3865
## 3159              New York 40.7496  -73.3633
## 3160         West Virginia 38.3426  -81.7155
## 3161              New York 42.0980  -76.0639
## 3162              Maryland 38.9656  -76.8775
## 3163          Pennsylvania 40.6220  -79.1552
## 3164            New Jersey 40.6996  -74.4035
## 3165            California 34.1850 -118.7669
## 3166        South Carolina 35.0997  -81.0678
## 3167                  Ohio 39.4241  -81.4465
## 3168              Arkansas 35.9321  -89.9051
## 3169               Indiana 39.6582  -85.1410
## 3170            California 39.2238 -121.0522
## 3171              Illinois 41.8023  -87.9006
## 3172                 Texas 29.9765  -93.9459
## 3173              Illinois 38.7580  -89.9822
## 3174            Washington 47.7574 -122.2864
## 3175              Michigan 46.4817  -84.3723
## 3176                 Texas 32.9762  -96.3175
## 3177              Illinois 41.8308  -87.8723
## 3178                 Texas 32.1576  -94.7960
## 3179                 Texas 29.5751  -95.0235
## 3180              Virginia 36.6826  -79.8636
## 3181              Delaware 39.7837  -75.6815
## 3182               Alabama 33.5439  -86.6606
## 3183          Pennsylvania 40.8616  -79.8962
## 3184                 Texas 30.2562  -94.2070
## 3185              Oklahoma 35.9488  -96.0052
## 3186            New Jersey 40.2913  -74.0558
## 3187                  Ohio 39.8643  -84.3070
## 3188               Florida 26.9222  -80.2189
## 3189            Washington 47.8064 -122.1844
## 3190             Louisiana 29.9593  -90.2202
## 3191             Wisconsin 44.4615  -89.5382
## 3192              Missouri 39.1147  -93.2010
## 3193              Kentucky 37.8175  -85.4550
## 3194            California 36.2164 -121.1330
## 3195              Virginia 38.7358  -77.1993
## 3196        North Carolina 36.1030  -80.4166
## 3197          Pennsylvania 40.6798  -76.2091
## 3198              New York 40.9357  -72.9364
## 3199               Florida 30.3375  -81.4127
## 3200            California 33.7872 -118.3973
## 3201             Tennessee 35.9572  -86.6719
## 3202               Florida 28.2140  -82.7230
## 3203              Arkansas 35.0135  -90.7931
## 3204                 Texas 32.3980  -94.8602
## 3205              Illinois 42.0054  -87.7330
## 3206               Arizona 32.9363 -111.5254
## 3207            California 35.1276 -118.4744
## 3208              Kentucky 36.6631  -87.4764
## 3209          Pennsylvania 40.1741  -80.2465
## 3210            California 34.0391 -117.9970
## 3211             Wisconsin 43.1287  -87.9277
## 3212              New York 40.8467  -73.1522
## 3213          Pennsylvania 39.9849  -75.8200
## 3214               Florida 27.5251  -82.5749
## 3215          Pennsylvania 41.2652  -75.8876
## 3216              Colorado 39.1548 -108.7305
## 3217               Indiana 41.5729  -87.2599
## 3218            California 34.3962 -119.5118
## 3219              Colorado 39.9340 -105.1588
## 3220               Indiana 41.3666  -85.0559
## 3221                  Ohio 39.2159  -84.5144
## 3222            New Mexico 35.8927 -106.2862
## 3223                  Utah 41.8349 -111.8265
## 3224                Hawaii 20.8848 -156.6618
## 3225                  Ohio 39.1552  -84.6359
## 3226            Washington 47.7570 -122.1477
## 3227            New Mexico 35.6011 -105.2206
## 3228                  Ohio 39.8689  -84.3292
## 3229                Hawaii 21.4133 -158.1701
## 3230                 Texas 32.3207 -102.5520
## 3231                  Ohio 39.2480  -84.3827
## 3232               Alabama 33.3023  -87.0302
## 3233                  Ohio 39.1823  -84.6075
## 3234              Illinois 40.1508  -89.3720
## 3235                Oregon 45.3242 -118.0865
## 3236          Pennsylvania 41.2340  -80.4998
## 3237            New Jersey 40.8543  -74.0201
## 3238          Pennsylvania 40.5187  -80.2178
## 3239              Colorado 40.4777 -106.8243
## 3240             Minnesota 45.1071  -93.2076
## 3241             Minnesota 45.1865  -93.5783
## 3242               Florida 26.5160  -81.9601
## 3243             Wisconsin 42.9237  -89.2225
## 3244                 Texas 32.8955  -97.5379
## 3245             Louisiana 32.5379  -92.1981
## 3246              Missouri 38.7231  -90.2644
## 3247                  Ohio 39.2677  -84.2733
## 3248               Florida 27.2437  -80.2423
## 3249             Louisiana 32.5120  -92.1513
## 3250               Alabama 33.5986  -86.4963
## 3251               Florida 26.8217  -80.0576
## 3252             Tennessee 35.2571  -85.1739
## 3253                  Ohio 40.5304  -81.4806
## 3254              Arkansas 36.2438  -93.1198
## 3255        North Carolina 35.6630  -81.2335
## 3256            California 34.0312 -117.3132
## 3257               Alabama 33.8088  -85.7545
## 3258                  Ohio 41.3919  -81.5360
## 3259              Maryland 38.9409  -76.4997
## 3260                  Ohio 39.6701  -84.2542
## 3261              Michigan 42.6866  -83.1198
## 3262             Tennessee 36.5921  -86.5239
## 3263              Virginia 39.0844  -77.4839
## 3264              Maryland 38.5515  -76.0787
## 3265            California 32.9943 -117.2574
## 3266         Massachusetts 42.6844  -73.1166
## 3267        South Carolina 34.8513  -82.4512
## 3268           Puerto Rico 18.4657  -66.2726
## 3269              Missouri 38.7266  -90.3872
## 3270              Maryland 39.3414  -77.2400
## 3271          Pennsylvania 41.6476  -80.1468
## 3272              Oklahoma 36.8878  -94.8711
## 3273                Oregon 45.4125 -122.5940
## 3274              Maryland 39.4181  -76.3516
## 3275          Pennsylvania 40.2502  -75.2405
## 3276               Florida 29.1657  -81.0055
## 3277                  Ohio 39.4792  -84.4620
## 3278            California 37.9393 -122.5312
## 3279              Virginia 37.3167  -79.2481
## 3280            California 32.6651 -117.0296
## 3281            California 34.5596 -117.9558
## 3282             Louisiana 30.1396  -91.9540
## 3283              Maryland 39.3642  -76.5175
## 3284         New Hampshire 43.3790  -72.3368
## 3285              New York 40.9068  -72.8816
## 3286             Minnesota 45.0570  -93.0748
## 3287              Virginia 39.0309  -77.3762
## 3288               Alabama 33.5610  -86.2669
## 3289            California 34.2536 -116.7903
## 3290            California 33.8783 -117.5116
## 3291               Florida 25.5164  -80.4222
## 3292        South Carolina 32.4597  -80.7235
## 3293            New Jersey 40.5359  -74.3126
## 3294                Oregon 45.5188 -123.0510
## 3295              Michigan 42.1320  -83.2374
## 3296            New Jersey 39.9639  -74.2787
## 3297               Arizona 32.1355 -111.1123
## 3298              Illinois 41.4816  -87.7387
## 3299               Arizona 35.2645 -114.0091
## 3300            Washington 47.5304 -122.1633
## 3301                Kansas 37.8210  -96.8613
## 3302                 Texas 33.5806 -102.3635
## 3303               Arizona 34.7594 -112.4120
## 3304        North Carolina 35.0228  -80.7383
## 3305          Pennsylvania 41.0027  -76.4561
## 3306            California 35.1204 -120.6197
## 3307               Florida 25.4418  -80.4685
## 3308              Missouri 37.1412  -94.4676
## 3309              Maryland 39.3274  -77.3423
## 3310               Florida 28.1459  -82.5184
## 3311              Illinois 41.9142  -87.9054
## 3312               Georgia 34.1087  -83.8127
## 3313               Florida 29.2442  -81.0465
## 3314            New Jersey 40.3480  -74.0672
## 3315             Tennessee 36.4648  -86.6666
## 3316              Oklahoma 36.6903 -101.4774
## 3317                  Ohio 39.2584  -84.7868
## 3318            California 37.9821 -122.5699
## 3319               Georgia 33.8608  -84.4686
## 3320                  Ohio 40.1043  -84.6209
## 3321                  Ohio 41.1600  -83.4121
## 3322                 Texas 29.3889  -95.1003
## 3323        South Carolina 33.4928  -80.8671
## 3324             Wisconsin 44.6354  -88.0683
## 3325            Washington 47.0955 -122.5674
## 3326             Minnesota 44.8422  -93.7896
## 3327            New Jersey 41.0313  -74.2408
## 3328          Pennsylvania 41.4574  -78.5342
## 3329              Illinois 40.3031  -88.1549
## 3330              New York 42.4551  -75.0666
## 3331              Maryland 38.8604  -76.7459
## 3332               Alabama 31.9102  -85.1505
## 3333               Florida 28.9348  -81.2881
## 3334            California 37.8382 -122.2932
## 3335            Washington 47.4901 -117.5790
## 3336             Louisiana 30.5832  -91.1582
## 3337           Mississippi 30.4709  -88.9011
## 3338        South Carolina 32.3557  -80.7029
## 3339               Georgia 34.1373  -83.6021
## 3340              Arkansas 36.3351  -92.3840
## 3341                 Texas 32.2041  -95.8321
## 3342               Florida 30.6571  -81.4511
## 3343            Washington 47.2786 -122.2826
## 3344              Missouri 38.8551  -91.9510
## 3345              Virginia 37.6132  -77.4768
## 3346              Missouri 38.7565  -90.7319
## 3347                  Ohio 41.6072  -81.4690
## 3348        South Carolina 33.1730  -80.0107
## 3349              Maryland 38.2528  -76.4424
## 3350               Georgia 33.8458  -84.1314
## 3351           Mississippi 33.7816  -89.8130
## 3352               Arizona 33.5434 -111.9595
## 3353                  Ohio 41.4022  -82.2303
## 3354                 Texas 33.0040  -97.1899
## 3355               Arizona 34.7119 -111.9941
## 3356              Illinois 42.1064  -87.7421
## 3357            New Jersey 40.7773  -74.3953
## 3358              New York 42.4801  -79.3324
## 3359              New York 40.7454  -73.5604
## 3360              Virginia 38.7370  -77.2339
## 3361            New Mexico 32.8497 -104.4268
## 3362               Florida 28.6114  -81.2916
## 3363              Illinois 41.7495  -87.8345
## 3364            California 34.1224 -118.1132
## 3365              Delaware 39.2935  -75.6083
## 3366                 Texas 35.6598 -101.4012
## 3367              Missouri 38.2194  -90.4097
## 3368              New York 40.7257  -73.1869
## 3369            New Mexico 35.1736 -106.6231
## 3370                Kansas 38.5996  -95.2636
## 3371                  Iowa 41.4895  -93.6913
## 3372           Mississippi 32.1890  -90.2861
## 3373                Hawaii 21.3892 -158.1445
## 3374              Missouri 36.6509  -93.2636
## 3375              New York 42.8645  -76.9826
## 3376            Washington 47.1438 -122.1408
## 3377            Washington 47.2307 -122.1695
## 3378            Washington 46.1236 -122.8909
## 3379             Minnesota 46.7221  -92.4923
## 3380             Wisconsin 43.1743  -87.9750
## 3381        South Carolina 35.0743  -81.6552
## 3382            California 36.2082 -119.0897
## 3383            Washington 47.2018 -121.9897
## 3384            California 37.8793 -122.5382
## 3385            California 36.7555 -120.3776
## 3386              Michigan 42.2802  -83.1782
## 3387             Wisconsin 42.9253  -88.8442
## 3388                  Ohio 39.4362  -83.8141
## 3389               Alabama 33.1780  -86.2605
## 3390                  Iowa 42.0531  -93.8770
## 3391              Virginia 39.0464  -77.3874
## 3392        North Carolina 35.5995  -80.9840
## 3393            California 34.6097 -117.8339
## 3394              Illinois 41.2399  -89.9264
## 3395            California 40.5862 -124.1419
## 3396               Georgia 31.9849  -81.2260
## 3397                 Texas 31.3971 -103.5201
## 3398              Michigan 42.1723  -83.1946
## 3399              Missouri 38.9708  -90.9714
## 3400            California 33.9963 -118.1519
## 3401            California 33.6480 -117.3706
## 3402            New Jersey 40.5696  -74.6092
## 3403            California 39.1518 -121.5835
## 3404             Wisconsin 43.4695  -89.7376
## 3405              Illinois 38.5650  -90.1793
## 3406              Michigan 45.7477  -87.0900
## 3407              Missouri 36.8437  -94.3758
## 3408              Maryland 39.4343  -76.6516
## 3409             Wisconsin 44.1935  -88.2941
## 3410            California 36.5244 -119.5602
## 3411              Illinois 41.4507  -88.2791
## 3412               Arizona 32.1792 -111.1266
## 3413           Mississippi 31.2442  -90.4716
## 3414              Illinois 37.7983  -89.0305
## 3415             Minnesota 45.0137  -92.9995
## 3416              New York 40.6871  -73.5615
## 3417            Washington 47.4718 -122.0854
## 3418           Connecticut 41.3265  -73.0833
## 3419               Alabama 33.5436  -86.5639
## 3420                Oregon 45.3988 -122.2697
## 3421              Virginia 37.1318  -76.3568
## 3422               Florida 28.4474  -81.4914
## 3423               Florida 27.3087  -82.4746
## 3424            New Jersey 40.3395  -74.2939
## 3425               Florida 28.4042  -82.5468
## 3426              Missouri 38.5569  -90.3783
## 3427              New York 40.7621  -73.0185
## 3428                 Texas 31.4501  -97.1201
## 3429        South Carolina 35.0390  -81.0111
## 3430               Florida 26.5392  -81.8999
## 3431                 Texas 30.0951  -95.6194
## 3432                  Utah 40.6148 -112.4777
## 3433               Florida 30.1901  -82.6471
## 3434              Virginia 38.7942  -77.3358
## 3435            California 37.0555 -122.0118
## 3436           Mississippi 30.4241  -88.5289
## 3437                 Texas 29.5317  -95.1188
## 3438                 Texas 29.2000  -96.2723
## 3439                  Ohio 41.9275  -80.5685
## 3440              Nebraska 40.2736  -96.7455
## 3441             Wisconsin 43.3846  -87.8855
## 3442              Maryland 38.3851  -75.1487
## 3443            Washington 48.5112 -122.2321
## 3444              Oklahoma 36.4247  -99.4058
## 3445            New Jersey 40.2248  -74.6526
## 3446              New York 40.9374  -72.9864
## 3447              Maryland 38.6745  -77.0023
## 3448               Indiana 38.7581  -85.3973
## 3449          Pennsylvania 40.5712  -79.7523
## 3450              Illinois 39.1205  -88.5509
## 3451            California 37.3694 -121.8238
## 3452           Puerto Rico 18.3789  -65.8388
## 3453          Pennsylvania 40.2926  -79.9329
## 3454           Puerto Rico 18.3693  -65.9009
## 3455           Puerto Rico 18.4283  -66.4823
## 3456              Virginia 37.4902  -77.5396
## 3457                 Idaho 42.7179 -114.5159
## 3458              Maryland 39.4055  -76.4282
## 3459            California 33.8724 -117.4624
## 3460              Maryland 38.9358  -76.8146
## 3461            California 37.3156 -121.0212
## 3462            New Mexico 34.1754 -103.3565
## 3463              Michigan 42.6904  -82.7398
## 3464             Louisiana 32.6187  -93.2762
## 3465              Virginia 37.6924  -77.6123
## 3466              Illinois 41.1245  -88.8297
## 3467            Washington 47.2309 -122.2832
## 3468             Tennessee 35.4510  -86.7901
## 3469              Oklahoma 35.4802  -97.2666
## 3470               Florida 30.0502  -81.9011
## 3471            New Jersey 40.8618  -74.0741
## 3472        North Carolina 35.9032  -79.9591
## 3473              Illinois 41.6637  -87.7958
## 3474           Puerto Rico 18.4309  -66.0507
## 3475             Wisconsin 43.2990  -87.9887
## 3476              Missouri 38.4399  -90.9927
## 3477              New York 40.8574  -72.7915
## 3478                 Idaho 43.1940 -112.3454
## 3479            New Jersey 40.9601  -74.1250
## 3480                  Ohio 41.3147  -81.4989
## 3481             Wisconsin 43.3204  -87.9480
## 3482             Louisiana 30.2132  -90.9234
## 3483               Arizona 34.7195 -112.0016
## 3484          Rhode Island 41.9233  -71.3924
## 3485              Illinois 38.5224  -89.1232
## 3486                 Idaho 43.6526 -116.2743
## 3487              New York 40.9061  -73.1278
## 3488              Missouri 36.7377  -91.8680
## 3489              Oklahoma 35.5380  -98.6853
## 3490            New Jersey 40.8433  -74.2006
## 3491          South Dakota 44.4909 -103.8155
## 3492                Kansas 37.0726  -97.0385
## 3493            New Jersey 40.9269  -74.0387
## 3494               Florida 28.2613  -80.7149
## 3495                Oregon 45.3864 -122.5934
## 3496               Indiana 38.6586  -87.1591
## 3497              Maryland 39.1623  -76.5257
## 3498              Maryland 38.8800  -76.8289
## 3499               Florida 25.7079  -80.2952
## 3500            New Jersey 40.6030  -74.5751
## 3501         New Hampshire 43.2534  -70.8856
## 3502             Tennessee 35.4630  -86.0774
## 3503              Virginia 38.0188  -79.0354
## 3504              Virginia 38.9955  -77.3693
## 3505              Michigan 42.7994  -83.7144
## 3506          Pennsylvania 39.9325  -75.2527
## 3507                Hawaii 19.5828 -154.9695
## 3508               Arizona 34.5690 -111.8560
## 3509              Michigan 41.8346  -86.2473
## 3510                 Texas 26.2796  -98.3575
## 3511                  Ohio 40.9049  -80.8492
## 3512             Louisiana 30.2175  -92.3752
## 3513            California 34.4151 -119.8568
## 3514          Rhode Island 41.5159  -71.2878
## 3515             Tennessee 35.9526  -85.0295
## 3516               Wyoming 41.5127 -109.4710
## 3517              Maryland 38.7672  -76.8266
## 3518             Tennessee 35.1117  -85.2962
## 3519           Mississippi 31.5803  -90.4432
## 3520               Indiana 39.4149  -86.4316
## 3521              New York 42.6969  -73.7964
## 3522            New Jersey 40.7928  -74.0049
## 3523            New Jersey 40.8536  -74.1069
## 3524               Florida 27.7463  -82.7099
## 3525             Louisiana 29.9626  -90.3676
## 3526               Florida 29.1058  -82.2866
## 3527            California 33.7887 -118.0803
## 3528             Minnesota 45.3557  -93.2038
## 3529                Kansas 37.2740  -96.9500
## 3530              New York 41.0647  -73.8672
## 3531              New York 40.6983  -73.5086
## 3532        South Carolina 33.9780  -81.1468
## 3533               Wyoming 41.2602 -110.9646
## 3534            New Jersey 40.5676  -74.5383
## 3535                Alaska 64.8694 -147.8216
## 3536                  Ohio 39.0269  -84.2218
## 3537              New York 42.1184  -76.0219
## 3538            California 37.4685 -122.4382
## 3539               Florida 28.2881  -82.2380
## 3540               Florida 28.6021  -81.3958
## 3541            California 33.8030 -118.1681
## 3542            California 33.7971 -118.0592
## 3543            New Jersey 41.1065  -74.2749
## 3544           Mississippi 30.5322  -89.6724
## 3545             Wisconsin 42.7280  -90.4681
## 3546                 Texas 29.5824  -95.7563
## 3547              Illinois 40.8894  -88.6409
## 3548                Nevada 38.8957 -119.7492
## 3549              Oklahoma 35.3862  -99.4301
## 3550              Illinois 41.8950  -87.8194
## 3551              Illinois 41.6000  -87.6904
## 3552            California 38.5683 -121.3544
## 3553              New York 40.8462  -73.3389
## 3554              Delaware 39.7294  -75.6989
## 3555          Pennsylvania 41.1353  -75.9045
## 3556                Oregon 45.5405 -122.8413
## 3557             Wisconsin 43.2372  -88.2413
## 3558          Pennsylvania 40.5818  -79.7141
## 3559             Minnesota 44.3295  -93.9658
## 3560                  Ohio 41.0294  -81.6461
## 3561         Massachusetts 41.6692  -70.2005
## 3562              Kentucky 37.0834  -84.6109
## 3563                  Ohio 41.3803  -81.6736
## 3564                  Ohio 40.8054  -82.9719
## 3565              New York 42.8648  -73.9256
## 3566             Minnesota 44.8815  -93.1400
## 3567              Illinois 41.9586  -87.8693
## 3568               Georgia 31.5065  -82.8544
## 3569                Oregon 44.1154 -123.1344
## 3570              Kentucky 38.0332  -84.9031
## 3571        North Carolina 34.1230  -77.8834
## 3572              Missouri 38.5004  -90.6491
## 3573              Michigan 42.9773  -85.0727
## 3574                 Texas 28.6181  -96.6278
## 3575             Wisconsin 44.2906  -88.3208
## 3576            Washington 47.7417 -122.6407
## 3577                  Ohio 39.5538  -84.2952
## 3578            Washington 47.6686 -117.1036
## 3579            New Jersey 39.8666  -75.0941
## 3580               Florida 30.0472  -81.7853
## 3581        North Carolina 35.1843  -78.9962
## 3582               Arizona 34.2671 -110.0384
## 3583            California 37.3854 -120.6173
## 3584        South Carolina 32.7353  -79.9394
## 3585             Minnesota 45.3417  -93.7434
## 3586              Missouri 39.1625  -91.8712
## 3587          Pennsylvania 40.5352  -75.4978
## 3588               Florida 27.9914  -82.3070
## 3589        South Carolina 34.1018  -81.1956
## 3590                  Utah 40.3059 -111.7545
## 3591          Pennsylvania 40.1533  -76.5990
## 3592               Indiana 39.3518  -85.5028
## 3593             Tennessee 35.1877  -85.1959
## 3594                 Texas 33.0926  -97.1214
## 3595                  Iowa 41.2922  -92.6404
## 3596               Florida 25.8670  -80.1779
## 3597            California 38.6920 -120.8391
## 3598              Virginia 38.8230  -77.2406
## 3599              Michigan 42.3794  -82.9287
## 3600          South Dakota 44.1120 -103.0818
## 3601               Florida 26.1593  -80.1395
## 3602             Louisiana 29.7041  -91.1920
## 3603              Virginia 38.7495  -77.7151
## 3604               Florida 26.5834  -80.0564
## 3605                Hawaii 22.0910 -159.3521
## 3606              New York 41.0127  -73.8697
## 3607            Washington 45.6577 -122.6204
## 3608          South Dakota 42.7811  -96.9256
## 3609            Washington 47.3352 -122.5964
## 3610            New Mexico 32.9128 -103.3276
## 3611                 Texas 29.4954  -98.6143
## 3612             Wisconsin 43.6314  -88.7381
## 3613               Florida 27.9570  -81.9866
## 3614               Indiana 40.1830  -85.5123
## 3615              Colorado 40.2537 -103.7903
## 3616              Michigan 42.5367  -83.1504
## 3617              Michigan 42.4614  -83.3784
## 3618            New Jersey 40.8313  -74.0147
## 3619                Oregon 44.0259 -116.9760
## 3620             Tennessee 36.3921  -86.1568
## 3621              New York 43.3171  -76.4167
## 3622              Maryland 38.9620  -76.8421
## 3623             Tennessee 35.2497  -87.3325
## 3624            Washington 47.8027 -122.1044
## 3625             Louisiana 30.3039  -93.2051
## 3626                  Ohio 39.1492  -84.6794
## 3627                 Texas 26.4166  -99.0061
## 3628               Arizona 32.2822 -111.0773
## 3629            California 35.3790 -118.9578
## 3630               Florida 27.1461  -80.1894
## 3631              Missouri 38.6317  -90.4790
## 3632            California 38.6224 -122.8651
## 3633            New Jersey 39.8924  -75.1172
## 3634            California 33.2330 -117.0158
## 3635              Missouri 38.7673  -90.4275
## 3636             Wisconsin 43.1346  -88.2226
## 3637            California 37.5572 -122.3586
## 3638              Colorado 39.6094 -104.8645
## 3639              Michigan 42.9464  -85.6088
## 3640              New York 41.1138  -74.1422
## 3641                  Utah 40.8731 -111.9170
## 3642                  Ohio 41.1612  -81.2422
## 3643            California 37.8225 -122.2301
## 3644                 Texas 32.7133 -100.9116
## 3645           Puerto Rico 18.1437  -67.1199
## 3646                  Utah 40.3414 -111.7187
## 3647              Kentucky 37.3445  -85.3511
## 3648             Louisiana 29.8493  -90.0751
## 3649           Mississippi 31.3477  -89.2359
## 3650              Oklahoma 35.6134  -96.0068
## 3651                  Ohio 39.8159  -84.2317
## 3652               Florida 27.9572  -81.9496
## 3653                Kansas 39.2428  -94.8972
## 3654               Florida 28.3327  -80.6274
## 3655             Louisiana 29.9751  -92.1265
## 3656              Virginia 37.2767  -76.5043
## 3657            California 33.9955 -118.3483
## 3658              Colorado 39.4625 -104.8706
## 3659                  Iowa 43.1468  -95.1534
## 3660                  Ohio 41.4349  -81.7497
## 3661          Pennsylvania 40.2901  -76.8394
## 3662           Mississippi 33.7440  -90.7285
## 3663            New Jersey 41.0440  -74.2900
## 3664             Wisconsin 44.1565  -87.5824
## 3665                 Idaho 42.5379 -113.7926
## 3666              Virginia 39.0471  -77.3524
## 3667            New Jersey 40.9878  -74.0308
## 3668               Florida 28.3102  -81.5510
## 3669               Florida 27.1507  -82.4534
## 3670            California 34.1687 -118.0504
## 3671              Maryland 39.1061  -76.7437
## 3672               Arizona 32.5576 -110.8740
## 3673              Delaware 38.9091  -75.4227
## 3674             Minnesota 44.9944  -92.9031
## 3675               Arizona 33.3639 -111.4230
## 3676               Florida 28.3595  -82.6894
## 3677             Louisiana 29.6341  -90.6733
## 3678                  Utah 40.1188 -111.5742
## 3679            New Jersey 39.2681  -74.6020
## 3680            California 40.4497 -122.2950
## 3681              New York 41.3284  -74.1004
## 3682              Arkansas 33.2775  -93.2261
## 3683              Illinois 42.1515  -88.1281
## 3684        North Carolina 35.5133  -78.3495
## 3685               Florida 28.4651  -81.3741
## 3686              Illinois 41.7485  -87.9200
## 3687                  Iowa 42.6431  -95.1960
## 3688                  Ohio 40.1085  -83.7541
## 3689              Illinois 39.5328  -89.2804
## 3690             Louisiana 29.9373  -90.2354
## 3691             Louisiana 30.4810  -90.1122
## 3692              New York 40.7072  -73.3859
## 3693              New York 43.0300  -76.0819
## 3694               Florida 27.6964  -82.3034
## 3695            California 37.9404 -121.9301
## 3696              Maryland 39.4459  -76.6032
## 3697                 Texas 29.6705  -95.6596
## 3698              New York 40.8857  -72.9454
## 3699           Puerto Rico 18.0832  -66.9645
## 3700               Indiana 40.7593  -86.0756
## 3701             Tennessee 36.4267  -89.0474
## 3702              Arkansas 35.7687  -91.6227
## 3703            New Jersey 41.0024  -74.2859
## 3704                Kansas 39.0186  -94.6933
## 3705              New York 40.8586  -73.1168
## 3706               Florida 28.2605  -82.6931
## 3707               Florida 27.9227  -81.9978
## 3708             Wisconsin 42.9253  -89.3892
## 3709          Pennsylvania 39.9732  -76.7920
## 3710              Illinois 41.7877  -87.8146
## 3711               Florida 28.1782  -80.6019
## 3712              Illinois 42.4256  -89.0084
## 3713              Illinois 38.4581  -90.2156
## 3714            California 33.6885 -117.2621
## 3715              Missouri 40.3428  -94.8702
## 3716                  Ohio 39.1915  -84.6601
## 3717              Michigan 41.7991  -85.4184
## 3718                Hawaii 20.9188 -156.5063
## 3719        North Carolina 36.1016  -79.5086
## 3720             Minnesota 47.2380  -93.5327
## 3721              Maryland 39.0570  -77.2470
## 3722                  Ohio 40.2618  -81.8480
## 3723            California 37.6758 -122.0473
## 3724              Virginia 37.3728  -79.2831
## 3725              New York 40.8029  -73.7333
## 3726            New Jersey 41.0086  -74.2083
## 3727              Kentucky 38.2645  -85.5891
## 3728            New Jersey 40.6561  -74.6215
## 3729        North Carolina 36.1973  -79.8997
## 3730          Pennsylvania 40.3317  -75.9703
## 3731             Wisconsin 45.0871  -87.6336
## 3732            California 35.3832 -118.9743
## 3733                  Ohio 39.2909  -84.4760
## 3734            New Jersey 41.0323  -74.4971
## 3735            New Jersey 40.9039  -74.2214
## 3736               Florida 27.5435  -82.5608
## 3737               Florida 25.8825  -80.2415
## 3738          Pennsylvania 39.9408  -75.2760
## 3739                  Ohio 39.2467  -84.5796
## 3740             Louisiana 29.7282  -90.6362
## 3741              New York 40.9093  -73.0486
## 3742               Florida 27.9633  -81.8781
## 3743               Florida 25.5614  -80.3880
## 3744                Hawaii 21.4143 -157.9966
## 3745          Pennsylvania 39.9688  -75.3540
## 3746             Tennessee 35.0526  -85.0488
## 3747            New Jersey 40.8464  -74.0388
## 3748             Wisconsin 42.6744  -88.2721
## 3749             Louisiana 30.3582  -91.1346
## 3750              Oklahoma 35.2401  -97.5995
## 3751                  Utah 41.1220 -112.0995
## 3752                  Ohio 40.0809  -82.7848
## 3753              Maryland 39.4127  -77.3014
## 3754           Mississippi 32.5975  -90.0317
## 3755              Illinois 42.4239  -88.1844
## 3756                  Ohio 41.4041  -81.5053
## 3757              Michigan 43.0553  -86.2201
## 3758                 Idaho 43.7026 -116.4914
## 3759        North Carolina 35.4748  -81.2386
## 3760            California 34.1552 -117.3477
## 3761             Louisiana 30.7812  -89.8633
## 3762            California 37.4306 -120.7759
## 3763              Colorado 39.8045 -105.0281
## 3764                Nevada 39.6927 -119.9775
## 3765            California 34.0370 -118.7839
## 3766              Illinois 41.6441  -87.6366
## 3767              Illinois 41.6877  -87.7916
## 3768              Illinois 41.6454  -87.7397
## 3769              Illinois 38.3403  -90.1538
## 3770              New York 40.9372  -73.0179
## 3771              New York 41.2016  -73.7281
## 3772            Washington 46.2443 -119.9092
## 3773                  Ohio 40.5550  -84.5626
## 3774           Mississippi 32.8619  -90.4075
## 3775                Kansas 37.5648  -97.3527
## 3776            Washington 47.4122 -122.4726
## 3777              Illinois 41.6757  -88.5293
## 3778                Oregon 45.4233 -122.4436
## 3779            New Jersey 40.9239  -74.3035
## 3780            California 37.8159 -121.9071
## 3781          Pennsylvania 39.7524  -77.5822
## 3782            Washington 47.2329 -122.3518
## 3783              Virginia 38.5483  -77.3195
## 3784                 Texas 30.2660  -98.8751
## 3785                 Texas 28.9453  -95.3601
## 3786            New Jersey 39.9286  -74.2022
## 3787            New Jersey 40.5420  -74.5892
## 3788              Illinois 38.7268  -89.8977
## 3789               Florida 25.1224  -80.4120
## 3790                 Texas 34.0746  -98.5672
## 3791         West Virginia 38.3769  -81.8198
## 3792          Pennsylvania 40.3935  -79.9005
## 3793            California 38.2902 -122.4598
## 3794            California 36.9978 -121.9483
## 3795                  Ohio 39.2496  -84.3458
## 3796                  Ohio 40.8651  -84.5879
## 3797              Virginia 37.4487  -79.1057
## 3798            California 35.3682 -120.8482
## 3799            New Jersey 40.9679  -74.3075
## 3800            California 38.7308 -120.7979
## 3801             Tennessee 35.8076  -83.9753
## 3802        North Carolina 35.2349  -81.3501
## 3803                Kansas 39.5625  -95.1367
## 3804               Florida 26.5793  -81.7446
## 3805                 Texas 29.7452  -95.2333
## 3806              Colorado 40.7000 -105.0054
## 3807              Oklahoma 35.8424  -97.4366
## 3808                  Ohio 41.5589  -81.5029
## 3809          South Dakota 43.5928  -96.5799
## 3810             Minnesota 45.5137  -92.9601
## 3811                Oregon 44.8505 -123.2284
## 3812        North Carolina 35.9046  -77.5563
## 3813                  Utah 41.3249 -112.0011
## 3814               Wyoming 43.4720 -110.7746
## 3815                 Texas 29.0256  -95.3975
## 3816              Missouri 37.6059  -93.4175
## 3817            Washington 47.3325 -122.1032
## 3818              New York 42.1470  -77.0561
## 3819               Florida 25.7237  -80.3717
## 3820                  Utah 41.7759 -111.8066
## 3821             Minnesota 45.0244  -93.0863
## 3822              Missouri 38.7529  -90.2280
## 3823             Wisconsin 43.2301  -89.3431
## 3824             Louisiana 29.8781  -90.0303
## 3825               Alabama 34.5055  -87.7283
## 3826          Pennsylvania 39.9210  -75.2610
## 3827              Nebraska 41.1817  -96.1353
## 3828              Virginia 38.8514  -77.1579
## 3829         West Virginia 39.3240  -81.5383
## 3830             Wisconsin 42.6030  -89.6381
## 3831              New York 41.2063  -73.9884
## 3832              Illinois 41.8119  -87.8191
## 3833              Maryland 39.5348  -76.3460
## 3834               Georgia 32.2947  -81.2353
## 3835              Maryland 39.1416  -76.8843
## 3836                  Ohio 38.5323  -82.6779
## 3837              Virginia 38.9016  -77.3471
## 3838              New York 41.4765  -74.3668
## 3839              Arkansas 33.5672  -92.8467
## 3840               Georgia 32.2125  -82.4019
## 3841            New Jersey 39.7879  -74.9857
## 3842               Florida 28.7299  -82.5010
## 3843              Arkansas 34.3734  -92.8205
## 3844            California 34.1160 -117.8891
## 3845        South Carolina 34.0323  -80.9716
## 3846               Wyoming 43.0421 -108.4144
## 3847            California 33.9167 -118.3693
## 3848             Wisconsin 43.9706  -91.2654
## 3849                Oregon 44.2985 -120.8607
## 3850               Georgia 33.9073  -84.2711
## 3851                 Texas 32.4692 -100.4092
## 3852                 Texas 29.5866  -98.3132
## 3853        South Carolina 33.5926  -79.0071
## 3854              Maryland 38.8758  -76.8854
## 3855              Missouri 39.3390  -94.2400
## 3856              Michigan 42.5220  -83.2423
## 3857        South Carolina 35.0450  -81.9779
## 3858          Pennsylvania 41.2005  -76.0003
## 3859             Tennessee 35.3350  -89.8991
## 3860               Georgia 33.7950  -84.2634
## 3861              Maryland 38.8356  -76.8298
## 3862              Maryland 38.8518  -76.8708
## 3863                 Texas 26.4759  -97.7769
## 3864              Illinois 41.9243  -87.8379
## 3865               Indiana 41.2917  -87.4195
## 3866               Florida 28.1583  -82.3411
## 3867                Oregon 43.7960 -123.0573
## 3868                 Texas 29.5085  -94.9888
## 3869                  Ohio 41.4103  -82.3214
## 3870            New Jersey 40.4135  -74.5631
## 3871               Montana 45.7789 -111.1736
## 3872               Indiana 40.7424  -85.1730
## 3873        North Carolina 36.5083  -80.6155
## 3874            Washington 47.2189 -122.2338
## 3875            California 39.8228 -121.6078
## 3876             Tennessee 36.3385  -88.8513
## 3877              New York 40.6219  -73.7506
## 3878               Florida 26.2785  -80.0891
## 3879               Florida 29.7779  -82.4832
## 3880                  Ohio 39.2242  -84.4333
## 3881            New Jersey 40.9599  -74.6094
## 3882            New Jersey 39.8989  -74.9613
## 3883            California 35.3636 -118.9650
## 3884              Maryland 39.1488  -76.7772
## 3885           Puerto Rico 18.0765  -66.3638
## 3886                 Texas 28.9642  -98.4957
## 3887              Missouri 36.2403  -90.0481
## 3888               Florida 28.5644  -81.1073
## 3889               Alabama 33.7118  -85.8536
## 3890               Georgia 32.1951  -81.1991
## 3891             Louisiana 29.9609  -90.1554
## 3892               Alabama 32.8088  -85.1810
## 3893        South Carolina 34.2813  -81.6010
## 3894              New York 43.0769  -75.6622
## 3895            New Mexico 36.0044 -106.0686
## 3896            New Jersey 39.9014  -74.9294
## 3897            New Jersey 40.4773  -74.5976
## 3898                 Texas 31.6026  -97.0897
## 3899                  Ohio 39.0711  -84.3389
## 3900              New York 40.7868  -72.9457
## 3901               Vermont 44.4902  -73.1141
## 3902            New Jersey 39.3167  -74.6066
## 3903              Illinois 41.9498  -88.4166
## 3904           Connecticut 41.2415  -73.1836
## 3905             Minnesota 43.6441  -94.4621
## 3906                  Iowa 42.7810  -96.1733
## 3907              Virginia 38.9770  -77.5053
## 3908              Maryland 39.1166  -76.9356
## 3909           Puerto Rico 18.4991  -67.0220
## 3910                 Texas 32.4475  -97.7702
## 3911              Illinois 42.3519  -87.9828
## 3912              Oklahoma 35.5285  -97.6182
## 3913            California 36.3050 -119.2083
## 3914                Oregon 45.5469 -122.4390
## 3915              Michigan 42.0991  -83.2716
## 3916              Virginia 37.9210  -78.3295
## 3917              Colorado 39.6215 -106.6184
## 3918            Washington 45.8114 -122.7051
## 3919                  Ohio 40.0241  -82.4413
## 3920              New York 41.5864  -73.8793
## 3921               Indiana 39.7584  -86.5019
## 3922                Hawaii 20.0124 -155.6381
## 3923               Indiana 40.8034  -85.8301
## 3924                  Iowa 41.4052  -92.9189
## 3925            California 37.9637 -121.2296
## 3926             Louisiana 29.8558  -90.0045
## 3927                Oregon 45.0030 -122.7808
## 3928                  Ohio 40.7385  -82.7792
## 3929               Florida 29.6493  -81.6705
## 3930            California 40.6790 -122.3775
## 3931            Washington 45.7138 -122.7103
## 3932                 Texas 27.7940  -97.6692
## 3933            California 33.0094 -116.7874
## 3934              New York 42.7243  -73.7068
## 3935                  Ohio 39.8935  -83.4375
## 3936             Minnesota 44.8634  -93.6585
## 3937            Washington 47.8146 -122.2672
## 3938          Pennsylvania 41.0555  -76.2492
## 3939             Wisconsin 43.5489  -89.4658
## 3940            California 36.2941 -119.1459
## 3941              New York 40.8225  -73.3921
## 3942                  Iowa 40.6207  -91.3509
## 3943        North Carolina 35.5291  -77.4000
## 3944               Florida 28.5657  -81.2355
## 3945              Arkansas 34.1253  -93.0729
## 3946             Tennessee 36.2933  -88.3065
## 3947          Pennsylvania 39.8774  -75.3445
## 3948          Pennsylvania 40.6866  -75.4904
## 3949              Nebraska 40.7779  -99.7461
## 3950              Colorado 39.5362 -107.7729
## 3951              Illinois 38.8631  -90.0774
## 3952               Alabama 33.6951  -86.6090
## 3953        North Carolina 35.0864  -80.8915
## 3954              Michigan 44.2493  -85.4164
## 3955               Georgia 31.9563  -83.7694
## 3956                Alaska 61.6576 -149.4263
## 3957                Oregon 44.6242 -124.0513
## 3958                 Texas 33.5880  -96.1901
## 3959              New York 43.0414  -76.2485
## 3960            Washington 47.2186 -123.1121
## 3961        North Carolina 35.2724  -79.0331
## 3962                  Iowa 42.7250  -92.4708
## 3963              Maryland 39.2088  -76.6626
## 3964             Wisconsin 42.6713  -88.5377
## 3965                 Texas 28.0290  -97.0722
## 3966               Georgia 32.0867  -81.1773
## 3967              New York 40.7323  -73.6858
## 3968                  Iowa 42.0699  -94.8646
## 3969              Missouri 39.3550  -94.3599
## 3970              Maryland 39.6162  -77.7703
## 3971               Florida 25.6347  -80.3721
## 3972          Pennsylvania 40.0347  -76.4944
## 3973        South Carolina 34.6989  -82.2005
## 3974               Florida 28.9176  -82.4542
## 3975                Oregon 43.4075 -124.2364
## 3976               Florida 28.0036  -81.6857
## 3977            New Jersey 40.8540  -74.8257
## 3978              Illinois 38.7602  -89.6812
## 3979              New York 41.0829  -74.0551
## 3980              Missouri 39.3919  -94.5747
## 3981               Indiana 41.3483  -86.3187
## 3982                  Utah 40.4629 -111.7724
## 3983               Georgia 33.4426  -84.3177
## 3984                 Texas 34.1479  -99.3000
## 3985            Washington 46.9398 -122.6262
## 3986                  Iowa 41.5867  -93.4953
## 3987              Kentucky 38.2016  -84.2718
## 3988                  Ohio 39.9644  -84.1866
## 3989              Michigan 43.0438  -85.6778
## 3990              Colorado 40.0632 -105.1713
## 3991              Kentucky 38.0486  -84.7258
## 3992               Georgia 34.9318  -85.2460
## 3993              Maryland 38.7601  -76.9642
## 3994              Colorado 40.3071 -105.0426
## 3995         West Virginia 39.6670  -79.8564
## 3996              Michigan 45.0740  -83.4402
## 3997              New York 41.0936  -73.8722
## 3998              Virginia 38.8503  -77.2322
## 3999                Oregon 46.1856 -123.8053
## 4000            New Jersey 41.0074  -74.0440
## 4001               Florida 28.9931  -82.4594
## 4002              New York 41.5369  -74.1005
## 4003               Florida 27.6363  -80.4844
## 4004              Maryland 38.7620  -76.7857
## 4005              New York 44.7088  -75.4717
## 4006              New York 42.7068  -73.7665
## 4007                Oregon 42.4316 -122.8322
## 4008           Mississippi 33.6064  -88.6572
## 4009            California 37.9238 -122.5128
## 4010                 Texas 29.4798  -95.3635
## 4011            New Jersey 40.8348  -74.1798
## 4012               Florida 27.8831  -82.3593
## 4013             Minnesota 46.8057  -92.2407
## 4014              Kentucky 38.9621  -84.3859
## 4015                  Ohio 40.0221  -81.5869
## 4016              New York 40.6432  -73.6672
## 4017               Alabama 33.4747  -86.9194
## 4018            Washington 47.6459 -117.5792
## 4019            California 37.0123 -120.0799
## 4020               Georgia 30.8790  -84.2050
## 4021               Alabama 33.9336  -86.0922
## 4022               Florida 25.6061  -80.3639
## 4023               Alabama 34.1985  -86.1529
## 4024            Washington 47.9276 -122.0969
## 4025               Georgia 34.0223  -85.2479
## 4026              Kentucky 39.1068  -84.7277
## 4027        North Carolina 35.4854  -82.9996
## 4028            New Jersey 41.0133  -74.1259
## 4029            California 34.6527 -118.2163
## 4030              Missouri 38.6530  -94.3467
## 4031        South Carolina 33.9309  -81.2322
## 4032            New Jersey 39.8379  -75.1524
## 4033                  Ohio 39.9049  -82.8655
## 4034                 Texas 33.1399  -96.6117
## 4035            Washington 48.9243 -122.7519
## 4036                Oregon 45.1502 -122.5845
## 4037             Louisiana 30.8468  -93.2931
## 4038                  Ohio 41.0510  -80.5920
## 4039              Michigan 43.2023  -86.2421
## 4040               Wyoming 44.5213 -109.0548
## 4041              Maryland 38.5352  -76.9700
## 4042            California 33.9874 -117.0542
## 4043            New Jersey 39.9737  -74.5690
## 4044               Florida 28.9330  -82.4761
## 4045                  Ohio 40.6333  -80.5677
## 4046            California 35.1409 -118.4968
## 4047              Michigan 41.7484  -83.6244
## 4048            New Jersey 40.9025  -74.0634
## 4049              Kentucky 36.7371  -88.6447
## 4050            California 36.9773 -121.9537
## 4051               Florida 30.6286  -87.0522
## 4052                  Utah 40.4517 -109.5378
## 4053              Virginia 38.7882  -77.4496
## 4054              Colorado 39.0736 -104.8467
## 4055                 Texas 31.5793 -106.2632
## 4056              Michigan 42.6078  -83.9339
## 4057                Hawaii 21.3311 -157.9474
## 4058           Mississippi 32.3359  -90.0802
## 4059              Michigan 42.4068  -82.8993
## 4060              New York 42.4407  -79.3319
## 4061              Colorado 39.5455 -107.3347
## 4062           Puerto Rico 18.0867  -67.1482
## 4063          Pennsylvania 40.1311  -75.1374
## 4064            Washington 48.1220 -122.7877
## 4065              Virginia 38.7176  -77.7976
## 4066          Pennsylvania 40.3734  -79.9757
## 4067                Oregon 44.7749 -117.8320
## 4068            California 33.9244 -117.9887
## 4069            New Jersey 40.9847  -74.3862
## 4070          Pennsylvania 39.8993  -79.7246
## 4071            New Jersey 40.8816  -74.3826
## 4072           Puerto Rico 18.3410  -66.3124
## 4073             Tennessee 36.0981  -84.1283
## 4074              Illinois 41.4906  -87.5706
## 4075               Arizona 32.8335 -109.6964
## 4076               Indiana 39.6432  -86.8418
## 4077               Florida 28.3933  -80.6049
## 4078                  Iowa 40.4095  -91.4031
## 4079                  Utah 40.4135 -111.7531
## 4080            Washington 47.1079 -122.6495
## 4081            New Jersey 40.8733  -74.7375
## 4082              New York 41.0992  -74.0989
## 4083             Wisconsin 43.9377  -90.8131
## 4084             Tennessee 35.8111  -84.2818
## 4085                 Texas 29.7467  -98.6376
## 4086                 Texas 30.1291  -93.9967
## 4087             Wisconsin 43.5348  -89.9965
## 4088                Alaska 61.6191 -149.3110
## 4089              Colorado 39.7931 -105.1711
## 4090        South Carolina 33.8786  -78.6393
## 4091                  Ohio 41.5873  -81.4333
## 4092              Virginia 38.8356  -77.3186
## 4093               Indiana 41.4441  -85.2578
## 4094              Michigan 42.9084  -82.4806
## 4095            Washington 45.7373 -122.6316
## 4096              New York 40.9210  -73.0942
## 4097                  Ohio 40.5664  -84.1916
## 4098               Florida 27.2855  -82.4731
## 4099            New Jersey 40.8179  -74.0854
## 4100              New York 41.0302  -73.6864
## 4101             Wisconsin 45.1250  -92.5377
## 4102              Missouri 38.5897  -90.5884
## 4103               Florida 26.8844  -82.2791
## 4104               Georgia 31.5992  -81.8895
## 4105              Kentucky 38.3987  -85.3750
## 4106              Maryland 38.9944  -77.0738
## 4107              Kentucky 36.7177  -86.5595
## 4108                Kansas 39.0270  -94.6568
## 4109              Kentucky 38.9996  -84.6797
## 4110        South Carolina 34.7826  -82.4959
## 4111             Louisiana 32.7748  -91.9078
## 4112             Wisconsin 44.4967  -88.1602
## 4113              Illinois 41.5391  -87.6858
## 4114             Minnesota 45.0721  -93.1670
## 4115            New Jersey 39.0157  -74.9350
## 4116                 Texas 30.2388  -97.5899
## 4117            New Jersey 40.8508  -74.0878
## 4118             Tennessee 35.4239  -89.7861
## 4119              Illinois 41.3482  -89.1371
## 4120          Pennsylvania 40.0911  -74.8975
## 4121              Virginia 38.6404  -77.4089
## 4122              Maryland 38.6963  -76.8846
## 4123              Illinois 41.8787  -88.1507
## 4124            California 38.1765 -121.7025
## 4125                Oregon 44.8547 -123.1952
## 4126        North Carolina 35.7819  -78.3952
## 4127              Colorado 39.4462 -104.7591
## 4128                  Utah 40.6356 -112.3054
## 4129             Louisiana 30.2233  -92.6582
## 4130            California 37.9797 -121.2625
## 4131               Florida 29.8039  -81.3086
## 4132            California 34.1025 -117.8564
## 4133              Colorado 39.5357 -104.8032
## 4134             Tennessee 36.0817  -83.9344
## 4135          Pennsylvania 41.0023  -75.1779
## 4136             Tennessee 35.5890  -89.2578
## 4137              Maryland 38.8307  -76.7699
## 4138            New Jersey 40.4469  -74.1315
## 4139            Washington 47.8744 -122.3077
## 4140        North Carolina 35.5586  -77.0545
## 4141                 Texas 28.6677 -100.4788
## 4142            Washington 46.0419 -118.3878
## 4143                 Texas 29.7663  -95.2410
## 4144              Illinois 42.0855  -88.4358
## 4145          Pennsylvania 40.8616  -76.7871
## 4146            New Jersey 40.3754  -74.5582
## 4147                  Utah 41.7187 -112.1890
## 4148              Maryland 39.4023  -76.7514
## 4149               Florida 27.5898  -81.5068
## 4150               Arizona 34.8581 -111.7941
## 4151               Alabama 30.7254  -87.8597
## 4152                  Ohio 39.9532  -83.1314
## 4153             Minnesota 46.8060  -95.8449
## 4154                  Ohio 39.3448  -84.4380
## 4155                Oregon 44.4023 -122.7028
## 4156           Puerto Rico 18.3610  -66.2184
## 4157               Florida 27.8574  -82.7534
## 4158         New Hampshire 44.4869  -71.2599
## 4159                Hawaii 21.4739 -158.2102
## 4160            New Jersey 40.1919  -74.7023
## 4161            California 34.0609 -117.1108
## 4162              New York 40.9068  -73.2996
## 4163               Alabama 33.6174  -86.8014
## 4164              Arkansas 34.5313  -90.6201
## 4165              Colorado 37.4752 -105.8770
## 4166         West Virginia 37.2608  -81.2143
## 4167              Oklahoma 35.9683  -95.6545
## 4168              Maryland 39.5332  -76.4452
## 4169        South Carolina 33.5560  -79.0594
## 4170            New Mexico 32.7783 -108.2699
## 4171               Indiana 38.4028  -85.7706
## 4172          Pennsylvania 41.4281  -79.7036
## 4173            California 36.6211 -119.3188
## 4174           Mississippi 33.4492  -90.6447
## 4175          Pennsylvania 40.2074  -74.7800
## 4176              Illinois 41.7113  -88.3353
## 4177            California 37.9687 -121.3408
## 4178               Georgia 32.8907  -84.3272
## 4179              Maryland 39.3819  -76.4574
## 4180                Oregon 45.5526 -122.8760
## 4181                Oregon 44.9751 -124.0072
## 4182                  Iowa 41.0064  -91.9667
## 4183                Kansas 37.3405  -95.2958
## 4184            California 34.2531 -117.1944
## 4185          Pennsylvania 40.2643  -80.1867
## 4186               Alabama 33.4940  -86.9782
## 4187               Indiana 40.8286  -84.9277
## 4188              Arkansas 36.2561  -94.1532
## 4189               Arizona 31.9503 -110.7835
## 4190           Connecticut 41.6284  -72.7686
## 4191              Illinois 41.9772  -88.0183
## 4192               Florida 24.7263  -81.0374
## 4193              Maryland 39.3742  -77.1534
## 4194            California 33.9235 -118.3033
## 4195              Illinois 41.3589  -89.0737
## 4196                 Maine 44.7835  -68.7352
## 4197                  Ohio 39.2175  -84.5520
## 4198                Oregon 42.4677 -122.8016
## 4199              Maryland 38.9424  -76.9264
## 4200             Louisiana 30.4904  -92.4191
## 4201              Virginia 39.0622  -77.4985
## 4202            California 38.0367 -122.2526
## 4203                 Texas 27.8703  -97.2075
## 4204                  Ohio 41.1665  -80.6963
## 4205              Illinois 41.4723  -87.6176
## 4206           Mississippi 30.3281  -89.3774
## 4207                Oregon 45.4125 -122.8320
## 4208              New York 40.6696  -73.4156
## 4209             Wisconsin 44.8228  -87.3660
## 4210        North Carolina 34.7308  -76.7388
## 4211               Georgia 32.3470  -84.7870
## 4212             Louisiana 30.3126  -92.0388
## 4213                 Texas 30.1113  -97.3176
## 4214            New Jersey 40.8530  -74.6568
## 4215               Florida 28.9451  -82.3781
## 4216               Indiana 39.9706  -86.3612
## 4217                Hawaii 21.3865 -157.9232
## 4218                Oregon 44.0833 -123.1320
## 4219             Wisconsin 43.9879  -90.4999
## 4220              Missouri 36.9218  -93.9278
## 4221                Oregon 45.5047 -122.8053
## 4222              Oklahoma 35.5706  -97.5567
## 4223              Delaware 39.8032  -75.4607
## 4224           Connecticut 41.5893  -73.0905
## 4225              New York 40.7717  -73.1271
## 4226            New Jersey 41.0149  -74.6640
## 4227               Alabama 33.3935  -86.7041
## 4228              Arkansas 35.2134  -94.2408
## 4229                  Ohio 40.8370  -81.2643
## 4230              New York 43.1718  -77.7064
## 4231              Kentucky 36.6127  -83.7227
## 4232                 Texas 30.3526  -97.3883
## 4233            New Jersey 40.4127  -74.2365
## 4234          Pennsylvania 40.1540  -76.3044
## 4235              Illinois 42.4296  -88.6211
## 4236                  Iowa 41.7359  -92.7244
## 4237           Connecticut 41.3850  -72.0684
## 4238              Kentucky 38.2410  -85.5214
## 4239                  Ohio 39.7202  -84.1734
## 4240          Pennsylvania 40.2010  -76.7289
## 4241             Wisconsin 43.1029  -88.3396
## 4242           Puerto Rico 18.4151  -66.3211
## 4243             Minnesota 45.5612  -93.2283
## 4244            Washington 47.1734 -122.4120
## 4245              Arkansas 35.4570  -93.4803
## 4246                Nevada 39.2639 -119.9455
## 4247              Oklahoma 36.2996  -95.3107
## 4248         West Virginia 38.4351  -81.7707
## 4249              New York 41.1410  -74.0294
## 4250               Indiana 39.6022  -86.3681
## 4251              New York 40.7241  -73.4770
## 4252              Michigan 43.3799  -84.6556
## 4253               Georgia 31.2113  -81.4622
## 4254           Mississippi 30.3791  -89.3707
## 4255              New York 40.9986  -73.8189
## 4256               Montana 48.5427 -109.6804
## 4257              Illinois 38.9015  -90.0466
## 4258           Connecticut 41.4128  -73.2440
## 4259                 Texas 30.0298  -93.8406
## 4260                  Ohio 39.1856  -84.3734
## 4261        North Carolina 35.7642  -81.2746
## 4262               Indiana 41.1612  -85.4855
## 4263             Louisiana 30.4743  -90.9593
## 4264              Maryland 38.3574  -76.4147
## 4265              Virginia 39.0518  -77.4124
## 4266              Virginia 38.0405  -78.5164
## 4267              Illinois 41.9197  -89.0629
## 4268               Montana 46.0608 -113.0678
## 4269              New York 43.3057  -73.6964
## 4270              Illinois 41.4274  -87.9805
## 4271             Minnesota 44.9328  -93.6591
## 4272          Pennsylvania 41.8434  -79.1444
## 4273                 Texas 32.8439  -96.4674
## 4274            California 33.9765 -118.4486
## 4275                Oregon 43.9916 -124.1063
## 4276               Florida 29.9904  -81.6807
## 4277            California 34.2486 -117.2887
## 4278                Hawaii 20.9156 -156.3022
## 4279              Illinois 41.8310  -87.8169
## 4280             Wisconsin 45.1820  -89.6994
## 4281        North Carolina 36.0679  -79.0991
## 4282               Georgia 31.8811  -81.6131
## 4283              Colorado 39.6349 -105.3356
## 4284          Pennsylvania 39.9810  -76.2706
## 4285        South Carolina 33.0327  -80.1253
## 4286            New Jersey 39.3457  -74.4860
## 4287              New York 42.6465  -73.7328
## 4288                  Utah 41.6325 -111.8445
## 4289              Michigan 42.2489  -83.1399
## 4290            New Jersey 40.4852  -74.2831
## 4291               Montana 46.6219 -111.8973
## 4292          Pennsylvania 40.2115  -77.0060
## 4293              Maryland 39.2365  -76.6659
## 4294                 Texas 31.4988  -97.2314
## 4295              Michigan 42.3718  -83.4680
## 4296               Alabama 34.7570  -87.6977
## 4297              Michigan 42.4052  -83.0977
## 4298              New York 41.0212  -72.1584
## 4299             Tennessee 35.1898  -86.1075
## 4300             Tennessee 35.9815  -87.1291
## 4301                Kansas 37.6955  -96.9919
## 4302            California 33.5140 -117.5618
## 4303              Illinois 40.1888  -88.3901
## 4304              Maryland 39.1023  -77.0689
## 4305          Pennsylvania 40.4398  -75.3455
## 4306            New Jersey 40.8638  -73.9900
## 4307                  Utah 41.1732 -112.0023
## 4308                 Texas 33.0144  -97.2276
## 4309              Illinois 41.7759  -88.4481
## 4310            California 36.9607 -121.8807
## 4311             Wisconsin 42.9716  -87.8730
## 4312               Alabama 33.9007  -86.0238
## 4313              Missouri 39.7953  -93.5499
## 4314        South Carolina 34.5022  -82.0207
## 4315               Alabama 33.5737  -86.9000
## 4316              Virginia 38.8945  -77.2315
## 4317             Louisiana 31.0512  -93.2159
## 4318            New Jersey 39.8782  -75.0085
## 4319             Minnesota 44.0827  -93.5029
## 4320          Pennsylvania 40.6155  -80.2547
## 4321             Wisconsin 44.7748  -88.5843
## 4322              Michigan 42.5662  -84.8304
## 4323            New Jersey 40.8412  -74.7102
## 4324            Washington 48.4676 -122.3298
## 4325          Pennsylvania 40.2792  -75.3873
## 4326                  Utah 41.1683 -111.9783
## 4327              Illinois 41.5219  -87.8031
## 4328                  Ohio 39.8437  -82.8126
## 4329            New Mexico 35.1538 -107.8335
## 4330             Louisiana 30.3690  -91.0887
## 4331        North Carolina 34.9386  -79.7608
## 4332               Georgia 34.1712  -83.9142
## 4333               Alabama 32.2939  -86.0900
## 4334              Virginia 38.8658  -77.1445
## 4335              Missouri 38.6309  -90.3332
## 4336              Illinois 41.7641  -87.9454
## 4337               Florida 26.6945  -80.0408
## 4338              Michigan 43.0903  -83.7039
## 4339              Michigan 42.1159  -86.4488
## 4340              Maryland 38.8706  -76.9215
## 4341         West Virginia 39.3036  -80.2478
## 4342              New York 43.3350  -73.6832
## 4343            New Jersey 40.0017  -74.2595
## 4344            California 37.8854 -122.4637
## 4345             Minnesota 45.0278  -93.2174
## 4346               Georgia 33.7059  -84.2763
## 4347             Minnesota 47.9286  -97.0138
## 4348             Louisiana 29.9374  -90.2031
## 4349                 Texas 29.7038  -98.6712
## 4350           Connecticut 41.0318  -73.5827
## 4351            New Jersey 39.4929  -74.4801
## 4352        South Carolina 34.2113  -80.6973
## 4353               Alabama 32.4409  -85.7131
## 4354            California 34.3910 -117.4123
## 4355            Washington 46.6045 -120.4393
## 4356              New York 40.8176  -73.4703
## 4357              Michigan 43.6992  -85.4806
## 4358          Pennsylvania 40.0772  -75.3034
## 4359                 Texas 27.8876  -97.1136
## 4360            California 37.6429 -120.7553
## 4361            California 35.2477 -116.6834
## 4362                 Idaho 47.7948 -116.8944
## 4363                Alaska 61.5770 -149.4660
## 4364                  Utah 40.0539 -111.6718
## 4365              Missouri 38.5973  -90.4480
## 4366            New Jersey 40.9405  -73.9596
## 4367              Illinois 41.5235  -87.5510
## 4368              Colorado 39.0886 -108.6582
## 4369                 Idaho 43.7113 -116.6157
## 4370               Arizona 32.3274 -111.2558
## 4371              Kentucky 38.9948  -84.6017
## 4372              Maryland 38.9373  -76.5572
## 4373              Michigan 42.1740  -83.7780
## 4374        North Carolina 34.2664  -77.8659
## 4375          Pennsylvania 40.7619  -80.3226
## 4376            New Jersey 40.9241  -74.5107
## 4377          Pennsylvania 40.3720  -75.2920
## 4378                Nevada 39.4737 -118.7779
## 4379            New Jersey 40.8233  -74.4184
## 4380                 Texas 33.1757 -102.2730
## 4381              Missouri 38.5310  -90.4087
## 4382               Florida 30.3854  -86.3442
## 4383          Pennsylvania 40.5391  -79.9735
## 4384              Michigan 43.1797  -85.2534
## 4385          Pennsylvania 42.1494  -79.9945
## 4386             Minnesota 45.9862  -94.3586
## 4387               Florida 28.1587  -81.6083
## 4388            New Mexico 35.3127 -106.5537
## 4389              New York 43.0418  -77.0930
## 4390               Georgia 34.5810  -83.3263
## 4391            New Jersey 39.4229  -74.4944
## 4392              Maryland 38.8106  -76.9495
## 4393              Colorado 38.7560 -108.0772
## 4394                Kansas 37.0519  -95.6180
## 4395               Georgia 31.7134  -83.2514
## 4396          Pennsylvania 40.1783  -74.8524
## 4397              Colorado 40.5171 -107.5554
## 4398             Wisconsin 43.0203  -89.2828
## 4399               Indiana 39.5412  -86.2004
## 4400            California 38.7962 -123.0152
## 4401              Arkansas 33.6682  -93.5895
## 4402                 Idaho 43.5141 -114.3001
## 4403              Illinois 38.7285  -88.0839
## 4404                  Iowa 40.9625  -91.5452
## 4405        North Carolina 35.9223  -78.4656
## 4406              Colorado 39.8400 -104.9172
## 4407                 Texas 26.2642  -98.1233
## 4408            New Jersey 41.0352  -74.0423
## 4409              Missouri 39.7444  -94.2329
## 4410                  Ohio 41.4883  -82.0979
## 4411              Virginia 37.0528  -80.7624
## 4412               Florida 26.6994  -80.0989
## 4413              Illinois 41.9663  -87.8057
## 4414               Alabama 34.7204  -87.7035
## 4415               Florida 26.7998  -80.0681
## 4416        South Carolina 34.0587  -80.9309
## 4417               Georgia 33.9193  -84.5445
## 4418              Virginia 37.6552  -77.5775
## 4419               Indiana 41.2185  -85.1705
## 4420               Florida 27.7235  -82.7387
## 4421               Arizona 35.0243 -110.7095
## 4422               Georgia 31.9372  -81.0449
## 4423              Illinois 42.2313  -88.0624
## 4424          Rhode Island 41.8820  -71.5549
## 4425              Kentucky 37.7654  -84.8474
## 4426               Arizona 32.7506 -111.6707
## 4427              Missouri 38.6377  -90.3815
## 4428                Hawaii 21.4379 -157.8404
## 4429                  Utah 41.1599 -112.2871
## 4430                 Texas 29.5687  -98.6960
## 4431            New Jersey 40.9363  -74.1887
## 4432          Pennsylvania 40.7996  -77.9084
## 4433          Rhode Island 41.9736  -71.4605
## 4434              Michigan 42.3031  -85.6286
## 4435               Indiana 41.6433  -85.0050
## 4436               Georgia 30.9318  -83.2386
## 4437              Maryland 39.2273  -76.4590
## 4438              Michigan 43.0447  -83.3253
## 4439              Virginia 39.1378  -77.7110
## 4440              Virginia 38.1050  -78.9826
## 4441                  Ohio 41.3977  -84.1244
## 4442            Washington 47.1694 -122.3628
## 4443                 Texas 32.8311  -96.8012
## 4444              Illinois 41.2470  -87.8457
## 4445            New Jersey 40.9628  -74.1844
## 4446             Louisiana 30.4998  -91.1081
## 4447              Kentucky 37.8915  -85.9636
## 4448               Florida 28.1529  -80.5976
## 4449             Wisconsin 43.7447  -87.9660
## 4450          Pennsylvania 40.1304  -75.4280
## 4451             Louisiana 30.3776  -91.0060
## 4452             Minnesota 45.3409  -93.3264
## 4453              New York 40.9098  -73.1217
## 4454              Michigan 41.7653  -83.5755
## 4455              Colorado 39.4492 -105.0746
## 4456                 Maine 46.6868  -67.9874
## 4457          Pennsylvania 40.0116  -75.2283
## 4458          Pennsylvania 39.9151  -75.2776
## 4459             Wisconsin 45.4864  -91.7447
## 4460              Kentucky 38.6455  -83.7911
## 4461              Missouri 38.3716  -93.7679
## 4462            Washington 46.3806 -120.3122
## 4463              Colorado 39.1063 -104.8456
## 4464          Pennsylvania 40.3277  -79.6139
## 4465                  Ohio 41.3855  -81.3478
## 4466            New Jersey 40.8751  -74.0293
## 4467               Georgia 32.5520  -83.8817
## 4468          Pennsylvania 41.5714  -75.5048
## 4469           Mississippi 30.4367  -88.8150
## 4470              Illinois 42.1347  -87.7641
## 4471            New Jersey 39.6627  -75.0782
## 4472               Georgia 33.3446  -84.1071
## 4473                 Texas 36.3928 -100.7976
## 4474              New York 40.7461  -73.0546
## 4475            New Jersey 39.7335  -75.1306
## 4476              Illinois 40.9140  -90.6425
## 4477              Illinois 41.7724  -89.6928
## 4478             Tennessee 35.2256  -89.5372
## 4479              Illinois 38.5192  -89.8045
## 4480            New Jersey 40.8389  -74.2776
## 4481             Tennessee 36.0028  -84.8711
## 4482              Illinois 40.0600  -88.2552
## 4483             Minnesota 48.1108  -96.1778
## 4484                  Utah 37.1742 -113.6809
## 4485             Louisiana 30.3598  -91.0672
## 4486            Washington 47.0967 -122.2112
## 4487          Pennsylvania 40.2440  -75.3407
## 4488              New York 41.3783  -74.6910
## 4489              Maryland 39.0393  -77.0723
## 4490             Tennessee 35.1448  -85.3457
## 4491            New Jersey 40.9047  -74.4048
## 4492                 Texas 30.4519  -97.9908
## 4493         New Hampshire 43.4499  -71.6691
## 4494               Alabama 31.3102  -86.4781
## 4495              Maryland 39.0433  -76.4471
## 4496             Tennessee 36.5793  -82.5096
## 4497                  Ohio 40.7977  -81.4680
## 4498              New York 41.1162  -73.9433
## 4499            New Mexico 32.0131 -106.5984
## 4500               Arizona 36.1250 -111.2467
## 4501              Colorado 37.3503 -108.5768
## 4502              Oklahoma 35.0282  -94.6346
## 4503              Illinois 42.4184  -88.0836
## 4504                  Ohio 41.8297  -81.0507
## 4505                Kansas 37.6695  -95.4621
## 4506               Florida 28.5404  -82.3903
## 4507               Alabama 31.0927  -87.4762
## 4508        South Carolina 34.6818  -82.9600
## 4509                 Texas 33.3715  -97.1678
## 4510            California 35.1268 -119.4243
## 4511            California 35.3972 -118.9892
## 4512          Pennsylvania 40.2497  -75.5887
## 4513                 Maine 43.9346  -69.8346
## 4514                 Texas 33.1017  -98.5779
## 4515               Alabama 32.8444  -86.6233
## 4516              Missouri 37.8211  -90.5050
## 4517              Illinois 41.7981  -87.9568
## 4518           Mississippi 34.6643  -88.5684
## 4519            California 36.5433 -119.2914
## 4520            Washington 46.9863 -123.9022
## 4521            New Jersey 39.8906  -75.0722
## 4522                  Ohio 39.2297  -84.4816
## 4523              Virginia 38.8530  -77.3885
## 4524             Louisiana 30.0741  -90.5557
## 4525                 Texas 32.7333 -101.9541
## 4526                  Ohio 41.3657  -81.9038
## 4527        North Carolina 36.0993  -79.5415
## 4528                  Ohio 39.1577  -84.6139
## 4529               Florida 30.1706  -81.7041
## 4530              Missouri 38.8059  -94.2652
## 4531          Pennsylvania 39.9687  -76.6755
## 4532              Virginia 38.1266  -78.4386
## 4533                  Ohio 41.4706  -84.5483
## 4534                 Texas 33.2421  -95.8992
## 4535              New York 41.1298  -74.0350
## 4536             Tennessee 35.5660  -89.6482
## 4537        North Carolina 34.9985  -80.6903
## 4538        South Carolina 33.4773  -79.1181
## 4539                  Ohio 41.5518  -81.4691
## 4540        North Carolina 36.3155  -78.5848
## 4541              Michigan 42.0066  -83.9450
## 4542          Pennsylvania 40.4206  -79.8859
## 4543            New Jersey 39.4465  -74.6445
## 4544              Kentucky 38.0562  -85.6847
## 4545               Indiana 39.8966  -85.9208
## 4546            California 36.5055 -121.4427
## 4547           Puerto Rico 18.1875  -65.9680
## 4548               Florida 27.8683  -80.5100
## 4549              Kentucky 39.0460  -84.5562
## 4550        North Carolina 35.3114  -78.6129
## 4551        North Carolina 34.2656  -77.7966
## 4552              Oklahoma 35.5069  -98.9706
## 4553               Georgia 33.7842  -84.3272
## 4554                 Texas 29.3177  -96.1022
## 4555            Washington 47.1343 -122.3467
## 4556          Pennsylvania 39.8639  -75.4257
## 4557              Illinois 41.5410  -87.6118
## 4558                Kansas 37.2119  -95.7327
## 4559              New York 40.6746  -73.6721
## 4560              New York 41.3688  -73.7414
## 4561            New Jersey 40.9733  -73.9604
## 4562                 Texas 30.0315  -94.9158
## 4563               Georgia 33.7053  -84.3155
## 4564             Wisconsin 42.6282  -88.6323
## 4565           Puerto Rico 18.3356  -66.9948
## 4566              Arkansas 33.6257  -91.7934
## 4567              Maryland 39.0188  -77.0785
## 4568             Wisconsin 43.0540  -89.3334
## 4569               Alabama 34.3671  -86.2637
## 4570              Virginia 38.3343  -77.7599
## 4571              Illinois 39.6148  -87.6903
## 4572            New Mexico 34.0543 -106.9065
## 4573               Montana 46.6634 -112.0604
## 4574             Minnesota 46.3426  -94.2793
## 4575             Louisiana 29.9058  -90.1434
## 4576                 Texas 30.3084  -97.9629
## 4577           Puerto Rico 18.1398  -66.2659
## 4578            California 38.5378 -121.7579
## 4579              Nebraska 41.8275 -103.6622
## 4580            California 37.3669 -122.1387
## 4581                Alaska 57.2401 -135.3152
## 4582              Michigan 42.4805  -83.0274
## 4583               Vermont 44.1998  -72.5085
## 4584          Pennsylvania 40.5964  -77.5730
## 4585              Virginia 36.9755  -76.6152
## 4586              Oklahoma 35.1524  -97.6602
## 4587                 Texas 32.8095  -97.2273
## 4588              New York 40.9904  -73.8799
## 4589               Florida 26.0978  -80.2090
## 4590              Oklahoma 35.4606  -94.8072
## 4591              Maryland 38.6145  -77.0851
## 4592            Washington 47.2524 -122.3153
## 4593            California 34.4384 -119.6309
## 4594          Pennsylvania 41.3704  -75.7409
## 4595        South Carolina 34.7248  -80.7804
## 4596            New Mexico 35.2366 -106.6191
## 4597               Florida 27.9981  -82.2735
## 4598              Missouri 37.7263  -89.8759
## 4599              New York 43.1366  -78.6855
## 4600            Washington 46.8221 -119.1653
## 4601            New Jersey 40.2883  -74.0185
## 4602                Oregon 45.5164 -122.7655
## 4603              New York 40.7328  -73.4468
## 4604               Alabama 34.3309  -86.4991
## 4605            California 35.5560 -120.7181
## 4606          Pennsylvania 41.1365  -77.4521
## 4607             Wisconsin 42.9601  -88.2480
## 4608          Pennsylvania 40.3298  -79.9596
## 4609            New Mexico 36.7924 -108.7005
## 4610              Missouri 38.8187  -91.1385
## 4611              Michigan 45.1221  -87.6234
## 4612                 Idaho 48.2822 -116.5614
## 4613             Minnesota 47.5168  -92.5127
## 4614              Virginia 37.6130  -77.5066
## 4615               Montana 46.4059 -105.8385
## 4616            California 33.7452 -117.9849
## 4617           Puerto Rico 17.9706  -66.0598
## 4618        South Carolina 33.3594  -79.2958
## 4619                 Texas 30.8926 -102.8842
## 4620          Pennsylvania 39.8924  -75.3287
## 4621               Florida 28.4585  -80.7162
## 4622                Oregon 43.3882 -123.3242
## 4623               Florida 30.1711  -85.6090
## 4624                Alaska 60.4417 -151.1972
## 4625              Kentucky 39.0092  -84.5604
## 4626              Illinois 41.4401  -87.6235
## 4627            New Jersey 41.0534  -74.7527
## 4628        South Carolina 34.9967  -81.2341
## 4629        South Carolina 34.8901  -82.4241
## 4630            New Jersey 39.3718  -74.5543
## 4631              Virginia 38.7026  -77.2422
## 4632            New Jersey 39.9568  -74.3524
## 4633            New Jersey 41.0529  -74.0499
## 4634              Missouri 38.6724  -90.3786
## 4635                  Utah 40.7423 -111.5872
## 4636              Kentucky 36.9323  -84.1006
## 4637        North Carolina 34.8297  -77.4591
## 4638              Oklahoma 36.3699  -95.9856
## 4639        North Carolina 35.7154  -81.2174
## 4640        North Carolina 35.6144  -82.3274
## 4641             Tennessee 35.1271  -85.1453
## 4642               Wyoming 41.7849 -107.2265
## 4643            New Jersey 40.6781  -74.2890
## 4644              Illinois 37.7374  -88.5457
## 4645            New Jersey 40.4933  -74.4710
## 4646                Hawaii 21.9721 -159.3564
## 4647                  Ohio 40.8480  -81.7743
## 4648                Alaska 61.6380 -149.6080
## 4649                Kansas 37.8332  -97.3646
## 4650              Arkansas 34.4952  -91.5487
## 4651              Maryland 38.9745  -76.3184
## 4652              Michigan 43.0637  -83.8403
## 4653                  Ohio 39.7506  -84.6342
## 4654                 Texas 36.0580 -102.5123
## 4655             Wisconsin 42.6411  -87.8919
## 4656                  Utah 40.6502 -111.5013
## 4657            New Jersey 41.0634  -74.0985
## 4658              Arkansas 35.2322  -90.7897
## 4659              Virginia 36.7090  -81.9713
## 4660            California 38.9845 -121.5634
## 4661            Washington 47.3122 -119.5341
## 4662            California 32.7325 -115.5294
## 4663               Alabama 34.8729  -86.5722
## 4664              Arkansas 35.0713  -91.8998
## 4665                 Texas 32.6434  -97.2172
## 4666                 Maine 44.5847  -68.4875
## 4667            New Jersey 39.4688  -74.5502
## 4668               Indiana 38.3553  -87.5784
## 4669        North Carolina 35.1350  -79.4326
## 4670                 Texas 29.3531  -99.1616
## 4671                Nevada 40.9645 -117.7247
## 4672                  Iowa 42.0162  -95.3528
## 4673               Indiana 39.5226  -87.1240
## 4674              Colorado 37.1751 -104.4908
## 4675            New Jersey 39.8522  -75.0740
## 4676                 Texas 32.2222  -95.2210
## 4677                  Ohio 40.5476  -84.3926
## 4678              Missouri 38.7439  -90.3361
## 4679          Pennsylvania 40.3664  -80.0194
## 4680              Michigan 42.5806  -84.4427
## 4681           Connecticut 41.2666  -73.2283
## 4682            California 33.7783 -118.3509
## 4683              New York 40.9464  -72.8230
## 4684             Wisconsin 42.5824  -88.4281
## 4685               Indiana 40.2738  -85.8374
## 4686        North Carolina 36.1285  -78.7501
## 4687                  Ohio 40.8847  -82.6578
## 4688              Maryland 38.9423  -76.9645
## 4689              New York 41.2005  -73.9001
## 4690          Pennsylvania 40.4945  -80.0550
## 4691              Illinois 41.8675  -87.9019
## 4692              New York 42.3333  -77.6633
## 4693               Florida 28.8870  -82.4312
## 4694            California 34.4987 -117.2683
## 4695              Virginia 36.9530  -81.0881
## 4696              Illinois 42.1967  -88.0058
## 4697             Wisconsin 44.8164  -89.5807
## 4698          Pennsylvania 40.3941  -80.0377
## 4699             Wisconsin 42.8570  -88.3269
## 4700            California 34.0965 -118.6053
## 4701                  Ohio 41.2860  -82.2198
## 4702        North Carolina 33.9434  -78.1366
## 4703             Minnesota 44.9657  -93.5908
## 4704          Pennsylvania 40.1106  -76.5065
## 4705              Virginia 36.6831  -76.9386
## 4706              New York 43.0073  -74.3755
## 4707             Minnesota 45.5313  -94.2528
## 4708             Wisconsin 44.8029  -91.4385
## 4709          Pennsylvania 39.8715  -75.3918
## 4710              Missouri 38.4922  -90.4856
## 4711            New Jersey 40.9562  -74.0314
## 4712              Colorado 39.7523 -105.1604
## 4713             Louisiana 30.2268  -89.8043
## 4714         West Virginia 37.9844  -81.1277
## 4715              Missouri 39.0075  -94.1282
## 4716                 Texas 30.0378  -94.7879
## 4717              Illinois 42.1097  -88.3715
## 4718              Missouri 38.6121  -90.3240
## 4719             Minnesota 44.9356  -93.7107
## 4720          Pennsylvania 40.6844  -75.2407
## 4721              Delaware 39.6858  -75.5849
## 4722                Oregon 45.7092 -121.5260
## 4723          Pennsylvania 40.5394  -75.6347
## 4724                 Texas 32.8015  -96.4775
## 4725              Oklahoma 35.9794  -96.7609
## 4726                  Ohio 41.2745  -82.8403
## 4727                 Texas 29.1023  -97.2871
## 4728             Louisiana 30.2398  -92.0948
## 4729                  Utah 41.7035 -111.8123
## 4730                Oregon 44.8034 -122.7984
## 4731              Missouri 38.6194  -90.3475
## 4732              Maryland 38.9042  -76.5179
## 4733              Michigan 41.9267  -84.6356
## 4734         West Virginia 39.9221  -80.7422
## 4735               Georgia 33.8201  -84.6451
## 4736                 Texas 32.0093  -97.1150
## 4737                  Utah 39.6040 -110.8003
## 4738           Connecticut 41.7016  -72.6002
## 4739                 Texas 29.4407  -95.4206
## 4740            New Jersey 40.3768  -74.5112
## 4741                Oregon 43.1509 -123.3854
## 4742              Illinois 41.8373  -87.9516
## 4743             Wisconsin 45.6358  -89.4261
## 4744           Puerto Rico 18.2256  -65.9161
## 4745                Nevada 35.1401 -114.6206
## 4746             Tennessee 36.1201  -83.4829
## 4747            California 39.7461 -122.1856
## 4748               Georgia 33.3774  -84.2969
## 4749               Florida 28.6485  -81.3458
## 4750            New Jersey 40.3949  -74.3920
## 4751             Tennessee 35.1933  -87.0350
## 4752            California 39.9283 -122.1819
## 4753                Alaska 55.3556 -131.6698
## 4754          Pennsylvania 40.1775  -75.1055
## 4755             Wisconsin 43.7290  -87.8266
## 4756             Louisiana 30.1601  -93.2611
## 4757             Tennessee 35.9126  -88.7554
## 4758                  Ohio 39.2066  -84.3750
## 4759              Nebraska 42.1025 -102.8766
## 4760              New York 40.7833  -73.0234
## 4761            California 34.9609 -120.5735
## 4762              Virginia 37.4060  -77.4363
## 4763                 Texas 29.4614  -98.3855
## 4764           Connecticut 41.9915  -72.5965
## 4765              Maryland 39.0235  -77.0102
## 4766          Pennsylvania 39.7859  -76.9686
## 4767               Georgia 33.4773  -84.3601
## 4768        North Carolina 35.0004  -78.3313
## 4769              Colorado 40.3115 -104.8561
## 4770        South Carolina 34.7235  -81.6248
## 4771              Illinois 38.7264  -89.9647
## 4772          Pennsylvania 40.2422  -76.9274
## 4773               Georgia 31.2031  -81.5155
## 4774              Missouri 37.8445  -94.3492
## 4775                  Ohio 39.2290  -84.5959
## 4776               Montana 45.6665 -110.5539
## 4777          Pennsylvania 40.4080  -80.0861
## 4778             Minnesota 45.3991  -93.3901
## 4779                  Ohio 39.9793  -83.0408
## 4780              Missouri 37.1668  -94.5469
## 4781        North Carolina 36.3879  -78.9812
## 4782              New York 40.7884  -73.6943
## 4783              Nebraska 40.8701  -97.5928
## 4784                  Iowa 43.0748  -96.1707
## 4785               Georgia 32.6342  -83.6853
## 4786                  Utah 38.7613 -112.0931
## 4787            Washington 46.6481 -120.5390
## 4788            California 34.1369 -118.8220
## 4789            California 36.9505 -121.7363
## 4790           Mississippi 34.6081  -89.9762
## 4791            New Jersey 40.7061  -74.5568
## 4792              Michigan 42.2478  -84.7572
## 4793             Minnesota 44.5459  -93.5755
## 4794          Pennsylvania 40.3125  -79.3825
## 4795            California 35.1487 -120.6493
## 4796               Florida 25.8487  -80.1535
## 4797              Illinois 42.2782  -88.1999
## 4798              Michigan 42.9258  -83.6181
## 4799             Wisconsin 45.1410  -89.1552
## 4800            California 33.8150 -116.3545
## 4801              Illinois 42.4445  -89.0634
## 4802              Colorado 39.6287 -106.9348
## 4803          Pennsylvania 40.0076  -75.7019
## 4804             Minnesota 45.0619  -92.9660
## 4805            California 36.8533 -120.4535
## 4806              Virginia 37.2746  -79.8887
## 4807               Florida 30.5661  -84.5858
## 4808              Missouri 38.9587  -92.7472
## 4809                  Ohio 40.6449  -83.6093
## 4810                 Texas 26.0750  -97.4875
## 4811            California 33.8885 -118.3350
## 4812            New Jersey 40.9990  -74.3472
## 4813              Illinois 42.1124  -88.5118
## 4814              Michigan 42.4258  -83.7530
## 4815               Vermont 44.4948  -73.1846
## 4816            New Jersey 40.4454  -74.2966
## 4817              Virginia 36.7132  -78.9135
## 4818              Delaware 39.7550  -75.7331
## 4819            Washington 47.7354 -121.9726
## 4820                Kansas 39.1064  -96.8117
## 4821                 Idaho 44.0788 -116.9255
## 4822            New Jersey 39.7682  -74.8618
## 4823              Illinois 41.8583  -87.8562
## 4824               Montana 48.2308 -114.2700
## 4825             Minnesota 45.3365  -92.9766
## 4826           Mississippi 30.4400  -88.8652
## 4827                 Texas 31.8110 -106.1643
## 4828               Vermont 44.2659  -72.5717
## 4829                Oregon 45.3927 -122.6152
## 4830              New York 40.9466  -73.0577
## 4831              New York 40.8004  -72.7958
## 4832              Colorado 40.0827 -104.8068
## 4833              Missouri 36.7928  -89.9632
## 4834              Michigan 41.9470  -85.6281
## 4835              Illinois 42.4825  -89.0260
## 4836              Illinois 41.4976  -90.4101
## 4837          Pennsylvania 41.1572  -80.0894
## 4838        North Carolina 35.4316  -82.5039
## 4839            California 38.6268 -121.2488
## 4840          North Dakota 46.2722  -96.6118
## 4841              New York 41.1491  -73.9457
## 4842               Florida 26.5611  -81.9134
## 4843              Virginia 38.8717  -77.3970
## 4844               Arizona 35.2060 -114.2327
## 4845          Pennsylvania 41.9605  -78.6412
## 4846               Florida 28.4847  -81.0809
## 4847            Washington 47.2035 -122.3700
## 4848              Illinois 42.1958  -87.9182
## 4849                 Texas 29.8903  -95.5721
## 4850            New Jersey 40.0060  -74.6089
## 4851             Tennessee 35.8271  -88.9058
## 4852                  Ohio 39.0628  -84.2808
## 4853           Puerto Rico 18.3719  -65.7221
## 4854            California 35.8914 -119.2721
## 4855            Washington 48.0746 -123.0945
## 4856                 Texas 33.2100  -96.9325
## 4857             Wisconsin 46.5799  -90.8713
## 4858            New Jersey 39.4138  -74.3787
## 4859                 Texas 28.8915  -99.0975
## 4860                Kansas 38.7565  -94.8201
## 4861              Colorado 39.0933 -108.4789
## 4862              Virginia 37.4630  -77.5744
## 4863               Florida 28.8599  -81.9177
## 4864            California 33.7706 -117.2771
## 4865              Illinois 42.3521  -87.8914
## 4866          South Dakota 44.0674 -103.1223
## 4867           Connecticut 41.9582  -72.5726
## 4868                Oregon 45.7582 -122.8730
## 4869              Michigan 42.0968  -86.4849
## 4870            Washington 45.7136 -122.6115
## 4871            New Jersey 40.7268  -74.5918
## 4872               Indiana 38.4270  -85.6677
## 4873                Kansas 39.0817  -94.8776
## 4874             Tennessee 35.7449  -89.5358
## 4875              New York 41.4610  -73.6683
## 4876              Colorado 38.9985 -105.0594
## 4877              Delaware 38.6538  -75.6110
## 4878              Virginia 38.7119  -77.1459
## 4879             Tennessee 35.6618  -88.3944
## 4880               Alabama 30.2942  -87.5849
## 4881              Maryland 39.1485  -76.8228
## 4882              Virginia 38.0645  -78.6961
## 4883                  Iowa 41.8387  -94.0938
## 4884          Pennsylvania 40.4447  -75.8799
## 4885                  Ohio 41.0777  -80.5903
## 4886              Arkansas 35.6234  -91.2322
## 4887              New York 43.0114  -75.0396
## 4888                  Iowa 42.4622  -93.8168
## 4889               Alabama 30.8930  -87.7912
## 4890             Wisconsin 43.0044  -88.8084
## 4891              Oklahoma 36.1834  -95.7680
## 4892        South Carolina 32.4232  -80.7456
## 4893                Kansas 37.8101  -97.3256
## 4894             Louisiana 30.3141  -89.9310
## 4895            California 41.7291 -122.6312
## 4896              New York 40.7435  -73.6639
## 4897                  Utah 41.1334 -111.9393
## 4898              Illinois 42.0981  -88.3066
## 4899             Minnesota 45.2364  -93.6618
## 4900              New York 41.1927  -74.0296
## 4901              Michigan 42.7534  -84.7448
## 4902                  Ohio 39.9971  -83.7770
## 4903            California 38.3126 -122.4888
## 4904         Massachusetts 41.8945  -70.9260
## 4905              Illinois 37.9200  -89.8260
## 4906             Wisconsin 43.8436  -88.8386
## 4907               Montana 48.4328 -114.3590
## 4908             Minnesota 44.9034  -93.5905
## 4909              New York 41.4472  -74.3914
## 4910            Washington 48.2449 -122.3426
## 4911              Virginia 38.8526  -77.2571
## 4912        North Carolina 35.6457  -82.5915
## 4913            California 39.1237 -121.0523
## 4914                  Iowa 43.3012  -91.7839
## 4915              Oklahoma 36.3723  -95.8609
## 4916            New Jersey 40.8041  -74.2043
## 4917             Louisiana 29.9649  -90.3088
## 4918            New Jersey 41.0300  -74.3319
## 4919               Alabama 33.4359  -86.6849
## 4920        South Carolina 34.4781  -81.8638
## 4921              Illinois 41.3807  -89.4640
## 4922          Pennsylvania 40.3099  -76.5943
## 4923            California 33.9797 -116.9694
## 4924                Kansas 37.2625  -97.4260
## 4925        North Carolina 35.7251  -79.4560
## 4926              New York 43.1578  -76.3325
## 4927                 Texas 30.1885  -97.9845
## 4928              Virginia 38.8302  -77.2713
## 4929            California 39.7558 -121.6063
## 4930              Colorado 40.0118 -104.7271
## 4931              New York 42.6884  -73.8744
## 4932             Louisiana 30.4402  -90.4428
## 4933              Michigan 43.9573  -86.4434
## 4934             Wisconsin 43.0060  -89.7316
## 4935            New Jersey 40.6417  -74.3857
## 4936              Nebraska 41.5416  -96.1359
## 4937                 Texas 32.4580  -97.3849
## 4938          Pennsylvania 40.0915  -76.1891
## 4939            Washington 47.1404 -122.3827
## 4940              New York 40.9259  -73.0652
## 4941                 Texas 29.8130  -95.0577
## 4942        North Carolina 35.2438  -82.7265
## 4943             Louisiana 30.2829  -91.9043
## 4944             Wisconsin 42.9409  -88.0491
## 4945        North Carolina 35.6777  -82.0017
## 4946               Florida 28.6929  -80.8468
## 4947            California 39.4947 -121.4866
## 4948              Michigan 43.0006  -84.5554
## 4949              Kentucky 36.6686  -87.4216
## 4950          Pennsylvania 40.0047  -76.3522
## 4951                  Ohio 41.1271  -81.6216
## 4952              Oklahoma 35.9645  -95.3785
## 4953              Colorado 40.5265 -104.8650
## 4954         Massachusetts 42.0225  -71.2180
## 4955               Florida 28.6570  -81.5058
## 4956              Illinois 42.1153  -88.1019
## 4957               Florida 28.1821  -82.5530
## 4958            New Jersey 39.5659  -74.3831
## 4959              Michigan 47.1118  -88.5675
## 4960              Illinois 39.1176  -90.3270
## 4961                  Iowa 43.1347  -93.3740
## 4962        South Carolina 34.9582  -82.4412
## 4963                Hawaii 20.8480 -156.3190
## 4964        South Carolina 34.2570  -80.6090
## 4965               Florida 27.1862  -81.8521
## 4966                  Utah 41.3071 -112.0877
## 4967              Maryland 39.6265  -77.6630
## 4968           Mississippi 34.4909  -89.0201
## 4969            California 34.0488 -118.0961
## 4970              Nebraska 40.9099  -97.0957
## 4971                 Texas 32.7974  -96.5577
## 4972                  Ohio 41.1595  -80.5672
## 4973            California 34.4437 -117.6214
## 4974            California 34.4488 -119.2469
## 4975            New Mexico 33.3646 -105.6434
## 4976              Colorado 38.0740 -102.6154
## 4977              Colorado 39.8229 -105.0036
## 4978            Washington 47.2344 -119.8530
## 4979          Pennsylvania 40.3415  -79.8008
## 4980                 Texas 32.7767  -97.3985
## 4981            California 35.3053 -120.6655
## 4982               Georgia 33.4752  -84.5941
## 4983                 Texas 31.6289 -103.0403
## 4984                 Texas 30.3873  -96.0901
## 4985               Florida 26.0476  -80.3751
## 4986           Puerto Rico 18.3921  -65.8844
## 4987              Virginia 37.5200  -77.3772
## 4988           Connecticut 41.8665  -72.4512
## 4989                  Ohio 41.0291  -80.7698
## 4990                  Ohio 39.3154  -84.2768
## 4991            California 37.9886 -122.5952
## 4992            California 38.3278 -122.7092
## 4993              Arkansas 36.0370  -94.2537
## 4994              Michigan 42.8632  -85.8627
## 4995            California 38.5130 -122.7536
## 4996                 Texas 33.1279  -97.0234
## 4997                  Iowa 41.0598  -94.3650
## 4998              Virginia 38.9347  -77.4084
## 4999          Pennsylvania 41.3272  -75.7888
## 5000              New York 41.1400  -73.8438
## 5001        South Carolina 35.0073  -81.9692
## 5002                  Utah 41.3015 -112.0318
## 5003            New Jersey 40.5903  -74.4656
## 5004                Kansas 37.8283  -94.7038
## 5005              Maryland 39.3180  -77.6253
## 5006              New York 40.7587  -73.6465
## 5007        South Carolina 34.3675  -80.0829
## 5008            California 38.4001 -122.8275
## 5009              Illinois 42.3309  -88.0750
## 5010          Pennsylvania 40.8619  -80.2829
## 5011            New Jersey 40.7866  -74.2007
## 5012          Pennsylvania 40.0405  -75.3410
## 5013               Wyoming 42.8312 -108.7599
## 5014          Pennsylvania 41.1223  -78.7565
## 5015             Louisiana 29.9321  -90.1594
## 5016        North Carolina 36.0167  -75.6699
## 5017                  Iowa 41.3188  -93.1024
## 5018              Virginia 36.7215  -79.9122
## 5019            California 37.0782 -122.0881
## 5020              Virginia 38.8396  -77.4897
## 5021                Hawaii 19.9443 -155.8053
## 5022            California 37.9481 -122.5497
## 5023              Kentucky 38.0648  -83.9472
## 5024              Michigan 45.8275  -88.0599
## 5025                 Texas 30.3381  -95.0908
## 5026            New Mexico 36.7401 -107.9734
## 5027                  Ohio 41.3780  -81.6385
## 5028            California 39.3622 -121.6971
## 5029             Minnesota 47.7747  -96.6062
## 5030              Maryland 39.2355  -76.6367
## 5031              Michigan 43.4211  -84.0747
## 5032             Louisiana 32.5732  -93.6059
## 5033         West Virginia 38.3688  -81.7345
## 5034          Pennsylvania 40.6440  -75.3244
## 5035                Hawaii 20.7706 -156.3284
## 5036                Hawaii 21.4025 -158.0058
## 5037              Kentucky 37.1175  -84.0767
## 5038            California 33.8011 -117.1414
## 5039            New Jersey 39.7915  -74.9374
## 5040               Indiana 37.9529  -86.7595
## 5041             Tennessee 35.1096  -84.9097
## 5042          Pennsylvania 40.2297  -76.8764
## 5043                  Ohio 41.5269  -81.3545
## 5044              Michigan 42.6498  -85.2886
## 5045              Virginia 37.7597  -77.4716
## 5046               Florida 28.8007  -82.3371
## 5047              New York 41.1377  -73.7828
## 5048              Illinois 42.2299  -88.6163
## 5049               Arizona 36.9426 -111.5071
## 5050             Wisconsin 42.8840  -88.2494
## 5051        North Carolina 35.3061  -82.5902
## 5052              Michigan 42.5298  -83.7848
## 5053        South Carolina 34.8203  -82.4600
## 5054        North Carolina 36.1740  -79.9916
## 5055               Florida 27.2215  -81.8585
## 5056            California 36.4122 -119.1000
## 5057            California 37.7912 -120.9982
## 5058                  Ohio 39.1049  -84.3312
## 5059            California 33.8250 -117.3683
## 5060            New Jersey 39.8792  -75.0645
## 5061               Indiana 41.4074  -87.2202
## 5062              Maryland 38.9565  -76.7780
## 5063                Alaska 60.5619 -151.1985
## 5064               Florida 28.4014  -81.4462
## 5065                 Maine 46.8662  -67.9920
## 5066               Florida 26.7529  -80.9399
## 5067               Florida 27.3926  -82.6341
## 5068                 Texas 33.0942  -96.5797
## 5069                Nevada 36.6078 -114.4566
## 5070              Michigan 43.4082  -84.6118
## 5071               Florida 28.4611  -81.3913
## 5072               Georgia 32.5866  -82.3345
## 5073            New Jersey 40.0025  -75.0360
## 5074              New York 40.7869  -73.7262
## 5075            Washington 46.6638 -122.9650
## 5076              Michigan 43.5198  -84.1124
## 5077            California 37.6020 -120.8660
## 5078              Nebraska 40.2046 -100.6216
## 5079          Pennsylvania 40.0409  -75.3945
## 5080               Georgia 34.0156  -83.8319
## 5081          Pennsylvania 39.8304  -77.2339
## 5082               Florida 28.8416  -82.3418
## 5083              Colorado 39.6366 -106.8125
## 5084                  Utah 37.1312 -113.6560
## 5085                 Texas 29.3866  -98.6179
## 5086               Florida 28.8359  -82.4880
## 5087              Arkansas 35.6770  -90.5259
## 5088                 Maine 44.9491  -68.7249
## 5089              New York 43.3042  -73.5819
## 5090              Oklahoma 35.3068  -97.7564
## 5091          Pennsylvania 40.1032  -75.1517
## 5092                 Idaho 43.8693 -116.4916
## 5093           Mississippi 34.3148  -89.9249
## 5094                Alaska 64.9295 -147.3955
## 5095                  Iowa 43.0646  -92.6745
## 5096           Connecticut 41.1420  -73.4905
## 5097            California 34.1236 -116.3128
## 5098              Virginia 37.4215  -77.6783
## 5099              Delaware 39.7488  -75.6950
## 5100               Alabama 31.8437  -86.6380
## 5101            Washington 47.4900 -121.7741
## 5102              Missouri 37.3424  -92.9107
## 5103            California 37.3826 -121.8138
## 5104            California 37.3275 -120.5321
## 5105             Tennessee 36.3718  -84.1256
## 5106              Illinois 41.8461  -87.8263
## 5107                Oregon 44.6483 -121.1390
## 5108             Louisiana 29.4470  -90.3096
## 5109              Kentucky 37.4806  -82.5262
## 5110            New Mexico 34.7115 -106.7986
## 5111            California 35.1019 -120.6088
## 5112              New York 40.9038  -73.3447
## 5113                 Texas 29.4828  -98.4682
## 5114               Arizona 33.9837 -112.7669
## 5115                 Texas 33.2380  -96.9583
## 5116              Michigan 42.0823  -86.4516
## 5117                 Texas 29.2949  -95.0300
## 5118                 Texas 29.8518  -94.8775
## 5119           Puerto Rico 18.2700  -66.7048
## 5120             Louisiana 30.2403  -92.2668
## 5121              Kentucky 39.0656  -84.5949
## 5122        North Carolina 35.3339  -81.8702
## 5123           Puerto Rico 18.4273  -66.1809
## 5124         Massachusetts 42.1146  -71.6688
## 5125              Virginia 38.8023  -77.2027
## 5126            California 37.6273 -118.9900
## 5127              Maryland 38.9643  -76.9266
## 5128            New Jersey 40.9748  -74.0240
## 5129            New Jersey 40.3064  -74.3385
## 5130                Hawaii 20.8329 -156.3415
## 5131              Kentucky 38.5210  -82.7196
## 5132                  Iowa 41.2981  -91.6928
## 5133           Puerto Rico 18.4471  -66.2995
## 5134                  Utah 37.7669 -113.0449
## 5135              Oklahoma 35.6781  -97.7526
## 5136        South Carolina 34.6303  -79.6875
## 5137              New York 42.8321  -73.9607
## 5138              New York 41.0919  -73.9143
## 5139              Illinois 37.8997  -88.9301
## 5140          Pennsylvania 41.5077  -75.5453
## 5141                 Texas 30.6957  -95.0097
## 5142             Minnesota 44.6196  -93.7606
## 5143            New Jersey 40.3626  -74.0046
## 5144              New York 40.6252  -73.7278
## 5145              New York 40.9578  -72.9725
## 5146              Virginia 37.7825  -79.4441
## 5147             Wisconsin 44.2670  -88.3378
## 5148               Florida 30.4407  -86.5657
## 5149              Maryland 39.6506  -78.9269
## 5150              Colorado 37.9791 -103.5471
## 5151                  Ohio 41.5532  -84.1410
## 5152              New York 40.7375  -73.1344
## 5153        South Carolina 34.5257  -82.7161
## 5154              Illinois 37.7678  -89.3324
## 5155              Arkansas 36.2635  -90.9706
## 5156              Illinois 38.6279  -88.9591
## 5157              Missouri 36.9673  -93.7184
## 5158               Florida 28.0391  -81.7677
## 5159                  Ohio 39.6383  -84.0864
## 5160              Virginia 37.2959  -78.4002
## 5161              Illinois 39.0089  -87.7333
## 5162              Michigan 42.5379  -83.4786
## 5163               Florida 29.6382  -82.6061
## 5164            California 37.8581 -122.4933
## 5165        North Carolina 36.2769  -80.3566
## 5166             Minnesota 45.1906  -93.4758
## 5167              Michigan 42.2731  -83.1245
## 5168               Florida 28.5592  -82.5537
## 5169              New York 40.6422  -73.6942
## 5170        South Carolina 33.7242  -78.9677
## 5171             Wisconsin 43.0922  -89.2054
## 5172          Pennsylvania 40.1778  -75.1793
## 5173            Washington 48.7236 -122.3442
## 5174            California 33.1493 -115.5055
## 5175              New York 43.2137  -77.9404
## 5176               Alabama 33.7055  -86.6678
## 5177              Illinois 41.4461  -87.7154
## 5178                Oregon 45.4642 -122.7588
## 5179                Hawaii 19.5669 -155.9533
## 5180              New York 40.9460  -72.8811
## 5181              New York 40.7958  -73.6292
## 5182          Pennsylvania 40.5360  -75.5852
## 5183        South Carolina 32.2949  -81.0321
## 5184              Kentucky 38.9469  -84.6729
## 5185              Nebraska 40.6253  -96.9575
## 5186                Oregon 45.9119 -119.3133
## 5187        North Carolina 34.2942  -77.7695
## 5188                 Texas 31.0640  -98.1824
## 5189               Florida 30.2809  -82.1253
## 5190              New York 43.1824  -76.2988
## 5191               Georgia 34.2134  -83.4733
## 5192                 Texas 26.2285  -97.9931
## 5193              Nebraska 40.6762  -95.8613
## 5194            New Jersey 40.4328  -74.2011
## 5195               Indiana 39.2974  -85.2144
## 5196               Indiana 38.6853  -85.7831
## 5197            Washington 47.4120 -121.9960
## 5198              New York 41.6522  -74.6874
## 5199             Wisconsin 44.3949  -88.7395
## 5200               Florida 27.7471  -80.5283
## 5201          Pennsylvania 39.8996  -75.2919
## 5202               Arizona 33.3870 -110.7513
## 5203                  Iowa 42.0547  -91.6911
## 5204              Maryland 39.6569  -77.1683
## 5205              Illinois 41.6497  -88.6179
## 5206            California 37.4540 -122.2031
## 5207               Arizona 33.4484 -112.2560
## 5208              New York 40.7533  -73.2899
## 5209            New Jersey 40.8998  -74.5808
## 5210            New Jersey 40.7587  -74.9825
## 5211             Wisconsin 43.0720  -88.3913
## 5212              Virginia 36.9382  -76.5238
## 5213            Washington 45.6911 -122.6911
## 5214              Illinois 41.6650  -87.6577
## 5215                  Ohio 40.8465  -84.3368
## 5216               Montana 45.6735 -108.7707
## 5217            Washington 46.4161 -117.0505
## 5218                  Iowa 41.6985  -93.4556
## 5219               Montana 45.8199 -108.4072
## 5220                  Utah 41.6726 -111.8461
## 5221             Tennessee 35.2210  -88.2360
## 5222              Missouri 39.2005  -94.7225
## 5223              New York 41.0270  -73.9520
## 5224            Washington 47.7795 -117.3500
## 5225               Florida 28.5441  -81.4629
## 5226                Oregon 45.9340 -118.3909
## 5227               Florida 28.3565  -82.1942
## 5228                 Texas 29.1451  -98.1651
## 5229            California 38.5320 -121.9781
## 5230                 Texas 29.5126  -97.4472
## 5231                  Ohio 41.7132  -81.3647
## 5232               Alabama 32.4980  -87.8298
## 5233               Indiana 41.4451  -85.9940
## 5234             Wisconsin 43.3233  -88.1666
## 5235              Oklahoma 35.2348  -96.6493
## 5236          Pennsylvania 40.3110  -75.3224
## 5237          Pennsylvania 39.8785  -75.3251
## 5238            Washington 47.2610 -122.2507
## 5239           Mississippi 33.0585  -89.5893
## 5240           Mississippi 32.2309  -90.1591
## 5241           Connecticut 41.1508  -73.3283
## 5242             Louisiana 29.9284  -89.9179
## 5243              Missouri 38.5260  -90.3730
## 5244            New Jersey 40.4018  -74.2194
## 5245            Washington 47.5266 -122.5986
## 5246                 Texas 32.6748  -96.4515
## 5247             Tennessee 35.4912  -85.0120
## 5248            Washington 47.2307 -122.5157
## 5249           Mississippi 32.7761  -89.1221
## 5250              Illinois 38.0109  -88.9179
## 5251             Wisconsin 44.8921  -91.4199
## 5252               Indiana 41.6346  -85.9235
## 5253               Florida 28.2118  -82.7504
## 5254            New Jersey 40.5214  -74.4654
## 5255             Louisiana 30.8158  -92.6542
## 5256          Pennsylvania 40.0161  -79.5893
## 5257               Florida 25.7578  -80.2969
## 5258           Connecticut 41.0513  -73.5934
## 5259          South Dakota 44.4110 -103.4973
## 5260                  Ohio 41.3319  -80.7195
## 5261            California 34.7111 -120.4622
## 5262              Virginia 37.5120  -77.3149
## 5263        North Carolina 35.3853  -82.5854
## 5264              Delaware 38.6894  -75.3872
## 5265              Oklahoma 35.1381  -97.3695
## 5266              Illinois 41.8183  -87.7730
## 5267                 Texas 30.9221  -93.9947
## 5268              New York 41.1288  -74.0855
## 5269              Kentucky 36.8394  -86.8950
## 5270            Washington 47.0512 -122.7809
## 5271               Georgia 33.7085  -85.1495
## 5272           Mississippi 30.2930  -89.3905
## 5273               Florida 28.0201  -81.7933
## 5274               Florida 26.0889  -81.7031
## 5275                Oregon 45.9889 -123.9214
## 5276            New Jersey 40.3878  -74.5780
## 5277               Florida 28.2020  -80.6137
## 5278               Florida 24.9407  -80.6098
## 5279            California 39.4399 -123.8013
## 5280                 Texas 26.2230  -97.9601
## 5281             Louisiana 30.2536  -91.1013
## 5282              New York 42.4113  -76.4883
## 5283            New Jersey 40.9952  -74.1410
## 5284        North Carolina 34.3627  -77.7318
## 5285              Virginia 38.9961  -78.3549
## 5286            New Jersey 39.8689  -75.0514
## 5287               Florida 27.4736  -80.3595
## 5288               Alabama 32.5406  -86.2053
## 5289          Pennsylvania 40.5617  -75.5489
## 5290            Washington 47.2828 -122.5768
## 5291              Colorado 39.1951 -106.8369
## 5292            New Jersey 40.4504  -74.4351
## 5293             Tennessee 36.2349  -86.5733
## 5294                  Iowa 42.0184  -93.4633
## 5295              Arkansas 35.6942  -89.9934
## 5296              Illinois 40.1468  -88.9633
## 5297              Arkansas 35.4995  -92.0292
## 5298            New Mexico 35.0693 -108.8558
## 5299             Tennessee 35.8106  -86.9003
## 5300                  Ohio 39.5385  -82.4062
## 5301            New Jersey 40.6811  -74.3601
## 5302         Massachusetts 42.4517  -71.4035
## 5303              New York 40.9531  -73.8230
## 5304               Georgia 32.0304  -81.0109
## 5305              Illinois 41.5553  -89.1041
## 5306              Kentucky 38.1906  -83.4466
## 5307                  Ohio 40.9635  -81.4062
## 5308             Tennessee 35.1490  -86.5634
## 5309              New York 42.5333  -75.5227
## 5310        North Carolina 35.8756  -80.0093
## 5311               Florida 28.7754  -81.3721
## 5312          Pennsylvania 40.7881  -76.5550
## 5313         West Virginia 38.9237  -79.8541
## 5314                 Maine 44.1274  -69.1369
## 5315                  Ohio 39.2338  -84.5468
## 5316               Florida 28.4723  -81.3491
## 5317               Alabama 34.1346  -87.9755
## 5318             Tennessee 36.5204  -82.7151
## 5319             Wisconsin 42.6995  -87.9019
## 5320                Oregon 45.4962 -122.7730
## 5321               Alabama 33.1246  -86.8477
## 5322                 Texas 31.6292  -97.1052
## 5323            New Jersey 39.8290  -75.0156
## 5324         Massachusetts 42.3290  -71.3576
## 5325           Puerto Rico 18.0767  -67.1858
## 5326              Illinois 39.1954  -89.6300
## 5327          Pennsylvania 40.5921  -80.2265
## 5328        North Carolina 35.8329  -78.3158
## 5329              Virginia 38.7467  -77.2754
## 5330                  Ohio 41.3912  -82.5636
## 5331              Arkansas 35.1558  -92.7387
## 5332                 Texas 31.6809  -96.4833
## 5333              Oklahoma 33.9040  -94.8285
## 5334              Maryland 39.0190  -77.0447
## 5335          Pennsylvania 40.1519  -79.8828
## 5336          Pennsylvania 40.8033  -75.9344
## 5337              Illinois 38.4187  -87.7695
## 5338               Georgia 33.6399  -84.3376
## 5339           Connecticut 41.0254  -73.5692
## 5340               Georgia 34.7089  -85.2815
## 5341               Indiana 41.4097  -87.2623
## 5342              New York 40.8399  -73.7127
## 5343                  Ohio 41.5969  -81.3406
## 5344             Minnesota 45.1161  -93.2451
## 5345             Minnesota 45.5655  -94.3035
## 5346                 Texas 30.6651  -98.4545
## 5347              Illinois 41.5905  -87.8414
## 5348                 Texas 32.7207 -102.6501
## 5349               Arizona 33.5846 -112.3048
## 5350              Arkansas 35.9858  -94.3049
## 5351         West Virginia 38.4293  -82.0182
## 5352        South Carolina 33.8902  -81.2391
## 5353                 Texas 30.1885  -97.2933
## 5354              Oklahoma 36.5928  -94.7877
## 5355              Missouri 38.4809  -90.7540
## 5356              Kentucky 39.0354  -84.4567
## 5357                 Texas 26.1544  -97.8255
## 5358            California 34.4312 -119.2878
## 5359               Georgia 33.4679  -82.4968
## 5360                 Texas 30.5649  -98.2768
## 5361                 Maine 44.4279  -69.0325
## 5362               Georgia 34.2063  -84.1339
## 5363               Florida 30.1090  -83.5821
## 5364             Wisconsin 43.1581  -87.9013
## 5365           Puerto Rico 18.2528  -65.9785
## 5366               Florida 30.3165  -81.4118
## 5367                Kansas 39.0359  -94.6374
## 5368              Maryland 38.3998  -75.0715
## 5369               Vermont 44.8119  -73.0849
## 5370              Missouri 38.5513  -90.4923
## 5371            California 33.7435 -116.2874
## 5372               Indiana 37.9364  -87.8958
## 5373              Michigan 42.8121  -85.7279
## 5374                  Utah 41.2852 -111.9859
## 5375          Pennsylvania 40.5000  -78.0097
## 5376             Tennessee 36.4243  -86.7975
## 5377             Tennessee 35.9617  -83.1976
## 5378              New York 41.5603  -74.1879
## 5379               Indiana 39.0171  -85.6317
## 5380               Alabama 33.5935  -86.1365
## 5381             Louisiana 30.0954  -90.9925
## 5382              Kentucky 39.0092  -84.4988
## 5383              Michigan 42.2618  -84.9598
## 5384                  Ohio 39.9103  -84.2901
## 5385            Washington 46.3770 -117.0920
## 5386            New Jersey 39.9188  -74.9898
## 5387                 Texas 30.3456  -94.1764
## 5388               Alabama 32.8577  -85.2078
## 5389            New Jersey 41.0332  -74.1333
## 5390            New Jersey 40.3391  -74.1282
## 5391             Louisiana 29.7851  -91.5098
## 5392            California 34.4956 -118.1858
## 5393          Pennsylvania 40.2262  -75.0006
## 5394          Pennsylvania 39.9301  -75.2958
## 5395          Pennsylvania 40.0775  -75.1280
## 5396              Maryland 38.3035  -76.5470
## 5397                  Ohio 41.0034  -81.5347
## 5398              New York 43.1339  -76.1304
## 5399                 Texas 32.5766  -96.3158
## 5400                  Iowa 41.3958  -95.0136
## 5401              New York 40.6041  -73.7151
## 5402            California 38.8093 -121.1955
## 5403        South Carolina 34.4644  -82.6593
## 5404               Florida 27.4702  -82.5552
## 5405         West Virginia 38.4155  -82.3195
## 5406              New York 40.9076  -73.5602
## 5407               Alabama 33.9394  -86.4932
## 5408              Illinois 41.4509  -90.1540
## 5409              Missouri 37.9209  -90.5425
## 5410             Minnesota 44.0333  -92.7479
## 5411               Florida 30.2957  -82.9847
## 5412                 Texas 29.7662  -96.1630
## 5413                 Texas 30.8079  -97.5952
## 5414                Hawaii 20.9767 -156.6646
## 5415              Virginia 38.6554  -77.3000
## 5416              New York 40.7788  -73.6396
## 5417                  Utah 40.2924 -110.0093
## 5418              Maryland 39.4240  -76.6177
## 5419              New York 40.6558  -73.7185
## 5420             Louisiana 30.3982  -91.0710
## 5421          Pennsylvania 40.1564  -75.2215
## 5422          Pennsylvania 40.1097  -75.2803
## 5423           Mississippi 34.7768  -89.4466
## 5424                  Ohio 41.4800  -81.4620
## 5425            California 37.9260 -122.0540
## 5426         Massachusetts 41.5708  -70.5556
## 5427          Pennsylvania 39.8891  -75.2770
## 5428              Illinois 42.4805  -87.8293
## 5429                Oregon 45.4851 -122.7567
## 5430          Pennsylvania 40.5200  -79.8365
## 5431                  Ohio 41.2482  -80.7443
## 5432                Oregon 44.2068 -123.2102
## 5433            California 33.7459 -117.1132
## 5434                Kansas 39.1332  -94.9333
## 5435            Washington 47.4342 -122.3436
## 5436                Oregon 42.0697 -124.3002
## 5437               Alabama 30.8578  -88.0631
## 5438             Louisiana 29.9554  -90.1879
## 5439               Georgia 33.9815  -83.8952
## 5440            California 36.2633 -119.9048
## 5441               Florida 29.8415  -81.2713
## 5442          Pennsylvania 40.5182  -80.0333
## 5443            California 41.7728 -124.1902
## 5444               Florida 28.2380  -81.5686
## 5445              Delaware 39.7547  -75.5069
## 5446              Virginia 36.6660  -80.9176
## 5447                  Ohio 40.8872  -80.6757
## 5448                  Ohio 39.2815  -81.5972
## 5449              Illinois 38.8867  -89.3894
## 5450            California 36.6243 -119.6737
## 5451            Washington 47.1703 -122.5933
## 5452               Alabama 31.2848  -86.2570
## 5453             Minnesota 45.4925  -93.2408
## 5454            California 39.4909 -121.6150
## 5455            California 36.7649 -121.7534
## 5456           Mississippi 33.9814  -88.4823
## 5457              Missouri 38.7993  -90.2640
## 5458               Indiana 38.0456  -87.2907
## 5459           Connecticut 41.9262  -73.0675
## 5460          Pennsylvania 40.0524  -75.6440
## 5461              New York 43.0571  -76.2123
## 5462            California 33.9972 -118.3740
## 5463                Hawaii 21.3417 -158.0389
## 5464               Arizona 33.5024 -112.3588
## 5465               Alabama 34.8558  -86.7520
## 5466            California 37.0829 -121.5963
## 5467             Minnesota 45.0326  -93.5834
## 5468         Massachusetts 42.5334  -71.2339
## 5469             Louisiana 29.5669  -90.3751
## 5470              Virginia 37.7319  -79.3568
## 5471              Maryland 39.0969  -77.3033
## 5472                  Ohio 39.1267  -84.6370
## 5473          South Dakota 43.4324  -96.7041
## 5474          Pennsylvania 41.0088  -76.8507
## 5475          Pennsylvania 41.4860  -75.6012
## 5476            Washington 46.9684 -124.1520
## 5477                  Iowa 41.6390  -90.5809
## 5478        North Carolina 35.0716  -80.5173
## 5479                Hawaii 22.0650 -159.3771
## 5480            New Jersey 40.8629  -74.2576
## 5481               Florida 27.0376  -80.4910
## 5482              Illinois 39.1752  -89.4723
## 5483               Florida 28.6110  -81.9106
## 5484        South Carolina 34.1209  -81.2653
## 5485         West Virginia 38.4117  -81.8193
## 5486               Georgia 33.8035  -84.1723
## 5487             Minnesota 43.8606  -92.4896
## 5488               Florida 27.7740  -82.7663
## 5489                Kansas 37.6765  -98.7451
## 5490               Florida 27.3564  -80.2983
## 5491              Missouri 38.7148  -90.3462
## 5492              Virginia 37.3360  -79.5179
## 5493          Pennsylvania 40.8721  -79.9211
## 5494               Florida 27.9216  -82.0244
## 5495                 Texas 32.3628  -97.6553
## 5496         West Virginia 39.6062  -79.8812
## 5497               Alabama 30.5535  -87.7023
## 5498                  Ohio 40.7710  -82.6104
## 5499              New York 41.0349  -73.8660
## 5500               Indiana 41.3527  -85.1237
## 5501              Colorado 39.0363 -108.5166
## 5502              Virginia 38.8308  -77.3565
## 5503          North Dakota 46.9222  -98.0055
## 5504               Indiana 41.7014  -86.2378
## 5505               Georgia 33.5815  -84.3391
## 5506              New York 40.9395  -73.8265
## 5507              Michigan 42.3027  -85.5447
## 5508        South Carolina 35.1125  -81.2202
## 5509                 Texas 33.2257  -96.9081
## 5510                  Ohio 40.8298  -83.2721
## 5511             Minnesota 44.6648  -93.6351
## 5512          Pennsylvania 39.9023  -75.3488
## 5513               Indiana 39.2322  -86.6232
## 5514              Nebraska 41.0054  -95.8940
## 5515                 Texas 33.2263  -97.5875
## 5516            New Jersey 39.4506  -74.7098
## 5517               Georgia 33.6609  -84.4093
## 5518                  Ohio 39.1699  -84.2811
## 5519                Hawaii 20.6873 -156.4291
## 5520            California 38.0405 -122.5765
## 5521              Delaware 38.5892  -75.3089
## 5522            New Jersey 40.1145  -74.1492
## 5523        North Carolina 35.3097  -83.1816
## 5524                  Ohio 40.2485  -82.8806
## 5525             Minnesota 45.1221  -94.5253
## 5526               Indiana 38.3010  -86.9622
## 5527              New York 40.9258  -73.7531
## 5528              Michigan 41.8927  -83.4186
## 5529              Nebraska 41.4497  -97.0620
## 5530            New Mexico 36.3871 -105.5803
## 5531            Washington 47.7924 -122.2734
## 5532                 Texas 31.8483 -106.1707
## 5533              Colorado 38.7731 -104.7786
## 5534              Michigan 42.5870  -83.6012
## 5535                 Texas 32.1526  -94.3368
## 5536          Pennsylvania 40.2696  -76.7678
## 5537                Kansas 38.9230  -97.2252
## 5538              Missouri 38.3360  -90.4046
## 5539              Oklahoma 35.0231  -97.3757
## 5540                 Texas 28.6908  -99.8258
## 5541             Louisiana 30.3652  -91.2658
## 5542              Virginia 38.9636  -77.4110
## 5543            Washington 46.5566 -120.4979
## 5544          Pennsylvania 40.6531  -75.4643
## 5545          Rhode Island 41.4738  -71.5236
## 5546              Arkansas 36.4495  -94.1218
## 5547             Louisiana 30.6901  -92.2746
## 5548              Michigan 43.3706  -83.8827
## 5549            New Jersey 40.6431  -74.4391
## 5550             Tennessee 35.2846  -86.3587
## 5551            New Jersey 40.6047  -74.6147
## 5552          Pennsylvania 39.8986  -76.6078
## 5553              Kentucky 39.0626  -84.7090
## 5554              Nebraska 41.1341 -102.9681
## 5555              New York 41.7208  -73.9625
## 5556               Arizona 32.4848 -110.8997
## 5557        South Carolina 34.1787  -79.3956
## 5558               Georgia 34.5311  -83.9804
## 5559                  Ohio 39.2123  -83.6113
## 5560                 Texas 33.9622  -98.6819
## 5561           Puerto Rico 18.0464  -65.8803
## 5562                 Texas 30.0847  -95.9892
## 5563              Colorado 39.3949 -107.2148
## 5564              Illinois 38.9754  -89.1117
## 5565              Colorado 38.5480 -106.9246
## 5566                Kansas 38.9345  -95.0956
## 5567             Wisconsin 43.0480  -88.0867
## 5568        North Carolina 34.0396  -77.8966
## 5569              Nebraska 41.2005  -96.0355
## 5570            California 38.7575 -120.5921
## 5571           Mississippi 31.3114  -89.3740
## 5572            California 34.2453 -119.1568
## 5573              Maryland 39.3198  -76.3856
## 5574               Florida 30.7943  -85.2259
## 5575                 Texas 31.3177  -95.4564
## 5576               Florida 26.4534  -82.1023
## 5577                Hawaii 21.6442 -157.9279
## 5578              New York 43.1274  -77.3361
## 5579              Virginia 38.7775  -77.0574
## 5580              Arkansas 34.5554  -92.3261
## 5581              Missouri 38.1410  -90.5609
## 5582              Kentucky 37.4863  -86.2856
## 5583              Colorado 39.6375 -104.9480
## 5584               Alabama 30.7715  -88.0793
## 5585          Pennsylvania 40.1474  -75.2687
## 5586                Alaska 61.5874 -149.3160
## 5587               Florida 29.3437  -81.0677
## 5588          Pennsylvania 39.8859  -75.3075
## 5589                  Ohio 39.6983  -84.2458
## 5590                 Texas 30.4314  -95.4831
## 5591          Pennsylvania 40.4251  -79.8544
## 5592            Washington 47.7226 -122.7144
## 5593                 Texas 30.7496  -98.2383
## 5594              Illinois 42.3830  -88.2476
## 5595              Kentucky 37.8134  -85.9828
## 5596               Florida 27.1914  -82.4800
## 5597          Pennsylvania 40.7236  -75.2074
## 5598                 Texas 31.9185 -106.6006
## 5599          South Dakota 44.0062  -97.1085
## 5600             Minnesota 45.0384  -93.7930
## 5601              New York 41.3645  -74.0123
## 5602               Wyoming 44.7958 -108.7681
## 5603               Florida 26.0892  -81.7254
## 5604              Michigan 42.4816  -83.1685
## 5605              New York 40.8937  -72.6051
## 5606          Pennsylvania 40.3444  -76.7948
## 5607         West Virginia 39.2746  -77.8631
## 5608            California 36.9912 -121.8934
## 5609                  Ohio 40.1014  -80.7253
## 5610            Washington 45.9145 -122.7505
## 5611              Missouri 38.5866  -90.3282
## 5612             Tennessee 35.7977  -83.5623
## 5613            California 37.4045 -120.8504
## 5614            California 39.2059 -122.0125
## 5615            New Jersey 40.8247  -74.0613
## 5616             Louisiana 32.4068  -91.1916
## 5617          Pennsylvania 41.0041  -75.2112
## 5618              Oklahoma 35.2639  -96.9337
## 5619              Illinois 41.7741  -87.8752
## 5620        South Carolina 34.4233  -79.3689
## 5621              New York 42.0893  -75.9684
## 5622                  Ohio 38.7383  -82.8420
## 5623              New York 43.1122  -77.4869
## 5624              Maryland 38.9294  -76.8577
## 5625            New Jersey 39.9322  -74.9527
## 5626               Georgia 33.0508  -84.1528
## 5627               Indiana 40.4376  -84.9833
## 5628                  Utah 39.7069 -111.8326
## 5629                  Ohio 41.5812  -83.5682
## 5630               Wyoming 42.7542 -105.3969
## 5631        North Carolina 34.9889  -80.8033
## 5632                  Ohio 41.3044  -82.9781
## 5633             Louisiana 30.4851  -90.8654
## 5634        North Carolina 35.5406  -78.2932
## 5635             Minnesota 45.1089  -93.5837
## 5636             Wisconsin 42.5190  -88.2484
## 5637                Alaska 61.5668 -149.2417
## 5638              Maryland 38.6881  -76.5448
## 5639            New Jersey 40.9380  -74.1736
## 5640                  Ohio 40.6814  -84.1487
## 5641            New Jersey 40.4489  -74.2494
## 5642              Kentucky 38.3860  -84.2992
## 5643            California 34.1234 -117.9958
## 5644              Colorado 40.5338 -104.9623
## 5645               Indiana 39.6171  -85.4463
## 5646               Florida 26.6770  -80.7265
## 5647           Mississippi 30.3802  -88.7581
## 5648            New Mexico 36.8225 -107.9710
## 5649          Pennsylvania 41.3958  -75.7147
## 5650            California 38.4130 -121.2127
## 5651               Florida 27.3214  -80.3308
## 5652              Illinois 41.2695  -88.2235
## 5653             Wisconsin 44.9195  -89.6757
## 5654            California 37.7909 -121.8851
## 5655               Georgia 33.3258  -83.3886
## 5656            California 36.2041 -120.0961
## 5657                Nevada 39.0489 -119.7245
## 5658               Indiana 38.6047  -86.0976
## 5659                Alaska 60.7928 -161.7917
## 5660              Maryland 39.6105  -76.8549
## 5661              Illinois 40.9158  -89.5020
## 5662              Virginia 37.2357  -77.3325
## 5663            California 34.0106 -117.3098
## 5664             Tennessee 35.4434  -89.8147
## 5665               Florida 25.9852  -80.1777
## 5666          Pennsylvania 41.2294  -77.0009
## 5667              Colorado 39.0453 -104.8288
## 5668                  Ohio 41.2809  -82.0380
## 5669                Oregon 42.2404 -122.7807
## 5670                 Texas 32.3955  -97.3226
## 5671                 Texas 26.3597  -98.1167
## 5672             Wisconsin 44.3506  -89.0719
## 5673          Pennsylvania 41.9259  -79.6358
## 5674              New York 43.0992  -76.1388
## 5675            Washington 45.7302 -122.4833
## 5676               Florida 30.3684  -87.1737
## 5677               Indiana 41.0591  -86.1959
## 5678              Maryland 39.6210  -77.4076
## 5679          Pennsylvania 40.2976  -79.8854
## 5680               Florida 26.2327  -81.8108
## 5681            New Jersey 40.1849  -74.6604
## 5682            California 39.5149 -122.1995
## 5683          Pennsylvania 40.1408  -75.1926
## 5684               Montana 47.7152 -104.1679
## 5685            New Jersey 40.8208  -74.3086
## 5686                Hawaii 21.3617 -158.0246
## 5687                  Ohio 41.3031  -80.8514
## 5688            New Jersey 40.3618  -74.0392
## 5689            New Jersey 39.8400  -75.2397
## 5690              Missouri 37.2931  -93.4171
## 5691             Tennessee 35.4446  -88.6531
## 5692               Florida 26.1991  -80.0971
## 5693              Michigan 44.2439  -86.3242
## 5694              Maryland 39.1515  -77.0065
## 5695            Washington 47.1222 -122.5962
## 5696             Tennessee 35.6029  -84.4716
## 5697            Washington 47.8822 -121.8981
## 5698          Pennsylvania 39.9867  -75.2715
## 5699                  Ohio 39.0448  -82.6458
## 5700            California 33.7789 -116.2930
## 5701               Florida 28.3591  -80.7713
## 5702              Michigan 46.4862  -87.6658
## 5703            California 36.9619 -121.9715
## 5704             Minnesota 44.0378  -92.6409
## 5705          Pennsylvania 40.2258  -76.8253
## 5706               Florida 29.8070  -82.5955
## 5707                  Ohio 39.2533  -84.5941
## 5708                  Iowa 43.0023  -96.0566
## 5709                 Texas 32.5312  -94.8564
## 5710               Georgia 32.0636  -82.8968
## 5711              Colorado 39.6442 -106.5130
## 5712              Kentucky 39.0130  -84.4350
## 5713             Louisiana 29.6780  -90.7831
## 5714              Kentucky 37.1068  -87.8853
## 5715                 Texas 26.2577  -98.4407
## 5716                  Ohio 41.0518  -82.7232
## 5717              Illinois 40.0342  -88.5728
## 5718        North Carolina 33.9467  -78.1132
## 5719               Florida 28.1041  -81.7264
## 5720               Wyoming 42.0653 -104.1737
## 5721             Wisconsin 43.0775  -88.9055
## 5722              Maryland 39.4784  -76.2398
## 5723              Arkansas 34.0426  -94.3420
## 5724              Missouri 38.2129  -91.1637
## 5725              Oklahoma 36.8013  -97.3009
## 5726              Maryland 38.9254  -76.9141
## 5727              New York 40.9330  -72.4047
## 5728                 Texas 32.5426  -94.9465
## 5729             Louisiana 30.2833  -91.2430
## 5730              Oklahoma 35.0650  -98.2443
## 5731          Pennsylvania 40.9141  -77.7683
## 5732               Wyoming 41.2186 -104.7729
## 5733              Colorado 38.9942 -104.8639
## 5734            California 34.4030 -119.2990
## 5735              Delaware 39.7384  -75.5946
## 5736              Kentucky 37.5691  -85.2594
## 5737              Virginia 38.4598  -77.3806
## 5738                Kansas 38.9688  -94.9549
## 5739                  Ohio 39.3672  -84.2205
## 5740              Michigan 42.0816  -83.6854
## 5741            California 38.8005 -122.5505
## 5742              Oklahoma 35.4786  -97.1873
## 5743              Illinois 38.7208  -90.0609
## 5744        South Carolina 34.3015  -79.8670
## 5745                  Ohio 40.9736  -81.7850
## 5746                 Texas 32.3277  -96.1286
## 5747              Virginia 38.9105  -77.1991
## 5748                 Texas 32.6296  -97.2827
## 5749            New Mexico 32.7731 -103.1250
## 5750            Washington 47.7479 -117.4199
## 5751            California 37.8878 -122.0760
## 5752               Florida 28.1224  -82.0387
## 5753               Arizona 34.7813 -111.7606
## 5754              Missouri 38.5935  -90.3826
## 5755           Puerto Rico 18.1776  -66.1580
## 5756               Alabama 33.3973  -86.6495
## 5757               Alabama 33.5945  -86.7685
## 5758              Maryland 39.4832  -77.3559
## 5759            Washington 47.7030 -117.0854
## 5760              Virginia 38.3899  -78.8340
## 5761              Michigan 43.1267  -85.5582
## 5762          Pennsylvania 41.3936  -79.8425
## 5763               Florida 27.2856  -82.4970
## 5764         Massachusetts 41.6496  -70.2487
## 5765                  Iowa 42.0590  -90.6649
## 5766                Oregon 46.1685 -123.9302
## 5767           Connecticut 41.3949  -72.7826
## 5768            New Jersey 40.3160  -74.0205
## 5769              Maryland 39.6878  -77.7173
## 5770            New Jersey 41.0253  -74.0604
## 5771          Pennsylvania 40.1150  -75.1803
## 5772             Minnesota 45.4416  -93.5980
## 5773          Pennsylvania 40.5812  -75.3378
## 5774           Mississippi 33.1224  -89.0553
## 5775            New Mexico 35.1318 -106.2151
## 5776              Michigan 42.4355  -83.4890
## 5777              New York 41.1578  -74.0768
## 5778            New Jersey 40.3357  -74.0346
## 5779             Tennessee 36.3969  -86.7111
## 5780        North Carolina 34.8892  -79.7099
## 5781            California 32.8850 -116.9453
## 5782               Florida 26.9618  -80.1011
## 5783              New York 42.7667  -78.6172
## 5784          Pennsylvania 40.0307  -75.6303
## 5785              Illinois 39.7793  -88.8834
## 5786              Michigan 42.8453  -83.7086
## 5787              Virginia 38.3862  -78.9674
## 5788              Colorado 39.6468 -105.0182
## 5789                  Iowa 42.4621  -91.9027
## 5790               Indiana 40.4887  -85.5944
## 5791               Arizona 34.5225 -110.0913
## 5792              Colorado 40.0623 -104.9476
## 5793            New Mexico 36.8849 -104.4396
## 5794            New Jersey 40.8356  -74.4786
## 5795            Washington 46.4017 -117.0624
## 5796              New York 42.9730  -78.6793
## 5797            New Mexico 33.1864 -107.2589
## 5798                 Texas 31.8540 -103.0924
## 5799              New York 41.5984  -73.9181
## 5800           Connecticut 41.8808  -72.8111
## 5801           Connecticut 41.9921  -72.5344
## 5802              Michigan 43.0968  -85.2331
## 5803          Pennsylvania 40.4333  -80.0712
## 5804           Mississippi 30.4974  -88.8607
## 5805            Washington 46.8198 -123.0636
## 5806              New York 40.6775  -73.6493
## 5807               Indiana 41.5376  -86.9049
## 5808            Washington 46.2068 -119.7663
## 5809          Pennsylvania 40.0049  -79.0778
## 5810                  Ohio 41.5094  -82.9385
## 5811              New York 40.7367  -73.4114
## 5812             Tennessee 36.1456  -82.4115
## 5813            New Jersey 40.5626  -74.5743
## 5814          Pennsylvania 41.4684  -75.6358
## 5815              Kentucky 38.3355  -85.4839
## 5816               Florida 27.3066  -82.5107
## 5817        North Carolina 35.3844  -81.3781
## 5818              New York 41.7321  -73.9137
## 5819           Puerto Rico 17.9698  -66.9309
## 5820              New York 40.9138  -72.7660
## 5821               Alabama 33.6467  -86.6417
## 5822                Nevada 38.9390 -119.7369
## 5823            New Mexico 31.8701 -106.6714
## 5824              Michigan 42.7306  -82.7953
## 5825              Illinois 37.1565  -88.7082
## 5826              New York 43.0025  -78.7887
## 5827            California 34.5935 -120.1401
## 5828              Michigan 42.7987  -83.6220
## 5829              Oklahoma 34.7231  -97.2281
## 5830          Pennsylvania 40.2908  -76.9348
## 5831        South Carolina 33.8676  -79.7534
## 5832              New York 40.8951  -73.3704
## 5833              Kentucky 37.8786  -84.6545
## 5834                  Ohio 39.1916  -84.3345
## 5835          Pennsylvania 40.7400  -75.3131
## 5836                Alaska 60.5405 -150.8089
## 5837              New York 43.2900  -77.7925
## 5838          Pennsylvania 40.3219  -75.6090
## 5839            New Jersey 40.8676  -74.3438
## 5840              Missouri 38.8508  -94.3377
## 5841           Connecticut 41.5041  -72.8969
## 5842              Illinois 40.6397  -89.6607
## 5843            New Jersey 40.0445  -74.1852
## 5844                 Texas 32.4933  -95.4069
## 5845           Mississippi 31.2564  -89.8266
## 5846            California 34.4427 -116.9021
## 5847                 Idaho 42.6189 -113.6740
## 5848                 Texas 33.9192 -102.3348
## 5849          Pennsylvania 41.0216  -78.4390
## 5850            California 37.2545 -120.9949
## 5851            California 39.6232 -121.7875
## 5852              Illinois 41.8852  -88.4606
## 5853                Alaska 61.5971 -149.1148
## 5854              Missouri 38.2867  -90.3988
## 5855                  Ohio 39.8393  -84.4176
## 5856                  Utah 41.0277 -111.9082
## 5857               Montana 47.0514 -109.4524
## 5858              New York 42.2515  -73.7859
## 5859                  Utah 40.7041 -111.5434
## 5860               Indiana 40.9375  -87.1684
## 5861            California 32.7184 -116.8709
## 5862              Missouri 39.2755  -93.9729
## 5863                  Iowa 42.6715  -91.9131
## 5864          Pennsylvania 39.8438  -75.7113
## 5865              Kentucky 37.2963  -87.1280
## 5866              Missouri 37.1194  -93.3683
## 5867                Nevada 39.0894 -119.7977
## 5868               Alabama 31.5162  -87.3279
## 5869          Pennsylvania 39.9075  -75.2679
## 5870               Alabama 30.5408  -88.1885
## 5871                  Ohio 41.8007  -80.9461
## 5872             Wisconsin 43.3317  -88.2798
## 5873              Virginia 37.4470  -77.4420
## 5874                 Maine 44.1910  -69.7921
## 5875              Arkansas 35.0117  -91.9577
## 5876                  Ohio 41.5015  -83.7367
## 5877                  Ohio 39.8586  -82.8978
## 5878             Tennessee 35.8713  -84.4959
## 5879              Colorado 40.3699 -105.5217
## 5880              New York 43.2197  -78.3888
## 5881              Illinois 40.7466  -89.5700
## 5882          Pennsylvania 41.3584  -75.7027
## 5883             Tennessee 35.9307  -84.5602
## 5884           Connecticut 41.2780  -72.8148
## 5885            New Jersey 40.1186  -74.0450
## 5886          Pennsylvania 40.4688  -80.0630
## 5887              Illinois 42.3299  -88.1598
## 5888            Washington 47.5519 -122.5517
## 5889             Louisiana 29.6910  -91.3096
## 5890              Maryland 38.8588  -76.8885
## 5891        South Carolina 32.4599  -80.7869
## 5892             Tennessee 35.7414  -84.3701
## 5893          Pennsylvania 39.8864  -75.2964
## 5894              New York 42.1631  -78.7233
## 5895               Arizona 32.4195 -111.3393
## 5896            California 38.5326 -121.4558
## 5897               Florida 28.3022  -82.4624
## 5898              Maryland 38.8237  -76.9484
## 5899               Alabama 31.3428  -85.7154
## 5900            California 40.3903 -122.3156
## 5901            New Jersey 40.6037  -74.6445
## 5902                 Texas 33.4238  -94.1270
## 5903         New Hampshire 43.0331  -71.4254
## 5904                  Iowa 43.3997  -94.8342
## 5905            New Mexico 35.1625 -106.6482
## 5906                 Idaho 44.0197 -116.9220
## 5907               Indiana 39.2254  -84.8613
## 5908               Indiana 40.4537  -85.3736
## 5909        North Carolina 36.2318  -79.9834
## 5910             Louisiana 30.5467  -91.1225
## 5911            California 38.1248 -120.8570
## 5912            New Jersey 40.9382  -74.2564
## 5913                 Texas 28.9757  -96.6483
## 5914              Illinois 38.8840  -90.1074
## 5915                 Texas 33.4421 -101.6476
## 5916         West Virginia 37.3689  -81.0961
## 5917                 Texas 30.3640 -103.6650
## 5918            California 37.6178 -121.0346
## 5919                  Utah 40.5183 -111.4746
## 5920               Florida 25.8877  -80.1334
## 5921            Washington 46.1697 -119.0447
## 5922              Michigan 43.4176  -83.9005
## 5923              Illinois 42.2826  -87.8510
## 5924           Puerto Rico 18.2650  -65.6488
## 5925               Florida 30.7123  -86.1208
## 5926            California 38.5085 -121.0716
## 5927              Illinois 41.7333  -87.8859
## 5928               Alabama 34.0050  -86.1039
## 5929         Massachusetts 41.7091  -70.2225
## 5930                  Utah 40.8984 -111.9082
## 5931              Michigan 42.8094  -82.7518
## 5932            New Jersey 41.0163  -73.9855
## 5933          Pennsylvania 40.9838  -75.1972
## 5934            New Jersey 40.1798  -74.0255
## 5935                  Iowa 41.6101  -94.0124
## 5936          Pennsylvania 40.1922  -74.9982
## 5937            California 33.8180 -117.8104
## 5938        North Carolina 34.0327  -78.0685
## 5939               Florida 28.0371  -81.9064
## 5940               Indiana 39.7843  -85.9458
## 5941             Minnesota 48.5884  -93.4084
## 5942                Oregon 43.9887 -121.3608
## 5943              Michigan 45.3649  -84.9888
## 5944            New Jersey 40.2686  -74.5253
## 5945            California 33.9179 -116.4796
## 5946              Illinois 42.1025  -87.7791
## 5947              Nebraska 42.2379  -97.0101
## 5948              Kentucky 39.0463  -84.5362
## 5949              Illinois 38.0019  -89.2323
## 5950            California 37.5134 -122.4657
## 5951        South Carolina 34.9667  -82.1232
## 5952              Illinois 37.7630  -89.0841
## 5953              Michigan 42.9631  -83.8251
## 5954              Illinois 39.9993  -90.4178
## 5955          Pennsylvania 40.0420  -75.4912
## 5956             Minnesota 44.7648  -93.6537
## 5957          Pennsylvania 39.9199  -75.3889
## 5958                 Texas 29.5150  -98.3818
## 5959            California 34.1378 -118.0776
## 5960          Pennsylvania 40.2619  -74.9481
## 5961              Maryland 39.4043  -77.3405
## 5962             Wisconsin 42.8385  -89.0699
## 5963                 Texas 31.0754  -97.6090
## 5964              Virginia 36.8379  -81.5156
## 5965              Illinois 42.3396  -88.2039
## 5966                 Texas 29.2934  -97.1468
## 5967                Kansas 37.5774 -101.3546
## 5968            New Jersey 40.9190  -74.6390
## 5969              Arkansas 35.4919  -94.2165
## 5970                  Iowa 42.5120  -90.7802
## 5971          Pennsylvania 40.9438  -78.9767
## 5972                  Ohio 41.1538  -81.6437
## 5973               Florida 30.4398  -86.6071
## 5974           Puerto Rico 18.1787  -65.8711
## 5975            New Jersey 40.3493  -74.4399
## 5976                 Texas 26.2978  -97.9936
## 5977              New York 41.4297  -74.1577
## 5978              Kentucky 36.8412  -84.8502
## 5979                 Texas 34.2292 -102.7284
## 5980                 Texas 33.2100  -97.7708
## 5981            New Jersey 40.4454  -74.1699
## 5982        North Carolina 35.3169  -81.1830
## 5983          Pennsylvania 40.8003  -76.8646
## 5984               Georgia 32.9827  -82.8089
## 5985            Washington 48.9839 -122.7414
## 5986          Pennsylvania 40.2433  -77.1802
## 5987          Pennsylvania 41.2404  -75.9507
## 5988           Connecticut 41.2778  -73.2022
## 5989              Virginia 36.6953  -77.5356
## 5990            New Jersey 40.9263  -74.3451
## 5991            New Jersey 40.4684  -74.6559
## 5992              Oklahoma 35.0838  -96.4017
## 5993               Georgia 34.9295  -85.2940
## 5994              Illinois 41.6290  -87.6859
## 5995                 Texas 34.4293 -100.2516
## 5996        North Carolina 35.2802  -82.4171
## 5997                  Ohio 39.6325  -84.3645
## 5998             Tennessee 36.2959  -82.4766
## 5999               Georgia 33.0909  -82.0145
## 6000               Florida 27.9086  -82.7162
## 6001          Pennsylvania 40.7355  -80.3090
## 6002          Pennsylvania 40.1008  -76.0900
## 6003          Pennsylvania 40.7959  -76.4119
## 6004               Florida 26.7135  -81.7384
## 6005                Hawaii 21.3218 -157.9803
## 6006              Michigan 44.3019  -84.7491
## 6007                Kansas 38.5788  -94.8617
## 6008              New York 43.0827  -77.6715
## 6009              Michigan 41.9834  -86.1126
## 6010              New York 40.8323  -72.9233
## 6011          North Dakota 47.8027 -103.2678
## 6012               Indiana 39.1672  -84.8444
## 6013              Illinois 39.2775  -89.8762
## 6014              Maryland 38.8392  -76.9367
## 6015            New Mexico 35.8075 -106.2067
## 6016              Virginia 37.7786  -79.9867
## 6017              Virginia 38.8750  -78.5160
## 6018        North Carolina 35.9007  -80.5631
## 6019              Illinois 42.4545  -88.2399
## 6020          Pennsylvania 40.0856  -75.1941
## 6021                  Ohio 39.1063  -84.3703
## 6022           Connecticut 42.0101  -72.5667
## 6023                 Texas 30.1006  -96.0777
## 6024             Minnesota 44.7699  -94.1510
## 6025             Wisconsin 42.7750  -88.9429
## 6026              Michigan 42.8139  -86.0129
## 6027             Tennessee 35.6984  -84.2641
## 6028              New York 40.8930  -73.8058
## 6029        North Carolina 34.1409  -77.9089
## 6030               Georgia 33.6457  -84.9254
## 6031               Florida 26.4308  -81.9146
## 6032              Arkansas 35.2289  -92.3836
## 6033              Virginia 38.5228  -77.3186
## 6034            California 36.7989 -119.8052
## 6035                Alaska 57.7934 -152.4059
## 6036           Connecticut 41.0595  -73.4922
## 6037                Kansas 37.4789  -97.2724
## 6038                  Ohio 40.0646  -82.5024
## 6039               Georgia 31.5300  -83.8338
## 6040            California 32.8129 -115.3779
## 6041                  Utah 39.3563 -111.5845
## 6042              Colorado 38.5298 -105.9979
## 6043          Pennsylvania 39.7858  -75.9801
## 6044               Florida 29.9474  -82.1129
## 6045              Virginia 38.5670  -77.3233
## 6046          Pennsylvania 40.0484  -77.5227
## 6047              Oklahoma 35.4417  -95.9864
## 6048             Wisconsin 42.7781  -89.2967
## 6049             Louisiana 31.1324  -93.2673
## 6050              Maryland 39.1423  -77.4102
## 6051            New Jersey 40.9933  -73.9510
## 6052               Florida 25.8787  -80.1250
## 6053               Florida 26.2633  -81.8094
## 6054               Alabama 34.8491  -86.5222
## 6055           Mississippi 30.3270  -89.2436
## 6056            California 33.9603 -117.9510
## 6057            California 36.9854 -120.6338
## 6058               Arizona 34.7082 -112.5343
## 6059            California 36.0581 -118.9749
## 6060               Montana 45.6697 -111.1785
## 6061              Colorado 40.5257 -104.7130
## 6062              Colorado 39.8566 -105.0391
## 6063              New York 41.3165  -73.8475
## 6064                Alaska 64.7941 -148.0357
## 6065              Kentucky 39.1127  -84.4639
## 6066               Arizona 33.5300 -112.4441
## 6067             Louisiana 29.7333  -90.8310
## 6068            Washington 47.3715 -122.5689
## 6069                 Texas 32.9882  -97.5526
## 6070               Georgia 32.1973  -83.1714
## 6071          Pennsylvania 40.0692  -79.9152
## 6072        North Carolina 35.9693  -77.9554
## 6073        North Carolina 36.1576  -80.1641
## 6074              Arkansas 34.5812  -94.2369
## 6075                Oregon 43.9212 -123.0160
## 6076          Pennsylvania 40.6833  -80.2736
## 6077          Pennsylvania 40.4311  -78.3930
## 6078           Mississippi 32.7431  -89.5337
## 6079           Mississippi 34.2531  -89.0091
## 6080                Hawaii 21.4688 -158.0173
## 6081                 Texas 32.6421  -96.7093
## 6082              Arkansas 36.3710  -93.5704
## 6083              Virginia 39.0265  -77.4196
## 6084              Missouri 36.1814  -89.6664
## 6085             Tennessee 35.7882  -83.9363
## 6086             Louisiana 30.1263  -91.8319
## 6087          Pennsylvania 40.2653  -76.7984
## 6088              Arkansas 34.2741  -92.1006
## 6089           Mississippi 31.1497  -88.5557
## 6090              Michigan 42.3915  -82.9118
## 6091                 Texas 30.7100  -94.9381
## 6092                Oregon 43.1201 -123.4246
## 6093             Tennessee 36.1372  -88.5077
## 6094          Pennsylvania 40.8023  -75.6160
## 6095            Washington 47.9875 -122.0748
## 6096        South Carolina 34.7074  -82.4651
## 6097              Illinois 41.6159  -88.6683
## 6098                 Idaho 44.2547 -116.9689
## 6099              Kentucky 39.1012  -84.4775
## 6100          Pennsylvania 41.4051  -80.3836
## 6101                  Utah 40.5666 -111.8636
## 6102                  Iowa 41.0140  -95.2250
## 6103              Maryland 39.5944  -78.8356
## 6104              New York 40.7558  -73.4545
## 6105          Pennsylvania 40.0208  -75.3161
## 6106              Illinois 40.7148  -89.2775
## 6107               Indiana 39.5617  -86.0994
## 6108        North Carolina 34.3049  -77.8754
## 6109            Washington 47.6094 -122.6533
## 6110          South Dakota 44.6640 -103.8564
## 6111                  Ohio 39.9446  -84.0257
## 6112              Missouri 38.7306  -94.4735
## 6113                 Texas 29.7744  -98.4364
## 6114              Maryland 39.2182  -76.0714
## 6115              Illinois 42.2121  -88.1684
## 6116                 Texas 28.0392  -97.5153
## 6117               Georgia 32.6476  -83.7539
## 6118              Illinois 41.3362  -89.2038
## 6119             Wisconsin 43.0429  -91.1372
## 6120              Virginia 38.1993  -77.5892
## 6121              Missouri 40.0818  -93.6030
## 6122             Wisconsin 43.9704  -88.9504
## 6123                 Idaho 42.0989 -111.8802
## 6124              New York 40.7503  -73.1869
## 6125             Wisconsin 42.7645  -88.2160
## 6126          Pennsylvania 40.2760  -76.5829
## 6127          Pennsylvania 40.5148  -80.1627
## 6128          Pennsylvania 39.8357  -75.4454
## 6129              Missouri 38.9988  -93.9666
## 6130             Wisconsin 44.8761  -89.6173
## 6131          South Dakota 43.4564  -96.8257
## 6132               Florida 28.5271  -81.2628
## 6133            New Jersey 40.5321  -74.5415
## 6134                Alaska 59.6530 -151.5255
## 6135            California 38.5063 -122.4682
## 6136         Massachusetts 41.6053  -70.9421
## 6137           Puerto Rico 18.4724  -66.9350
## 6138            New Jersey 40.6811  -74.5493
## 6139            California 39.1498 -122.1389
## 6140         Massachusetts 42.2121  -70.7652
## 6141            California 36.9688 -119.8927
## 6142         Massachusetts 41.7081  -70.0339
## 6143          Pennsylvania 41.3337  -75.8213
## 6144        South Carolina 32.9010  -80.6760
## 6145                 Texas 31.3085  -96.8934
## 6146            New Jersey 39.8405  -75.0677
## 6147              New York 42.6197  -73.7288
## 6148              New York 43.0068  -73.8525
## 6149               Indiana 40.7455  -86.7668
## 6150              Illinois 42.3927  -87.9890
## 6151               Florida 26.8202  -80.6621
## 6152               Florida 27.5269  -82.5258
## 6153                 Texas 31.7978  -95.1489
## 6154             Minnesota 45.3473  -92.9116
## 6155                 Texas 29.6237  -98.9448
## 6156               Florida 25.9351  -80.3339
## 6157                  Iowa 40.7377  -95.0338
## 6158             Louisiana 29.5164  -90.3291
## 6159           Puerto Rico 18.0595  -66.7206
## 6160              New York 40.8161  -73.7405
## 6161             Tennessee 35.8692  -84.6731
## 6162              New York 42.9085  -73.8070
## 6163             Minnesota 44.8359  -92.9949
## 6164              Michigan 42.8262  -82.4930
## 6165           Puerto Rico 18.2117  -65.7370
## 6166               Florida 26.7565  -81.3827
## 6167            California 35.5520 -121.0838
## 6168              Arkansas 33.6113  -92.0678
## 6169              Nebraska 40.4394  -99.3773
## 6170          Pennsylvania 41.9856  -76.5207
## 6171            California 37.5573 -120.9114
## 6172              Delaware 39.6681  -75.5697
## 6173              Kentucky 38.2367  -85.5499
## 6174            Washington 47.7259 -117.4220
## 6175               Florida 30.5039  -86.1391
## 6176            New Jersey 39.8455  -75.0218
## 6177                  Iowa 43.1797  -95.8437
## 6178               Florida 28.2311  -82.2052
## 6179          Pennsylvania 40.6764  -78.2460
## 6180          Pennsylvania 40.3029  -75.9670
## 6181                Kansas 37.7749  -97.4620
## 6182                  Iowa 41.8227  -90.5448
## 6183               Alabama 34.4938  -85.8436
## 6184             Wisconsin 43.3354  -89.0300
## 6185           Mississippi 32.3595  -89.4761
## 6186                 Texas 25.9706  -97.4775
## 6187            California 38.3613 -120.9422
## 6188              Illinois 41.3207  -88.1640
## 6189             Tennessee 36.5620  -82.6618
## 6190                 Texas 31.5136 -106.1521
## 6191              Missouri 39.7426  -92.4711
## 6192               Georgia 31.1264  -83.4229
## 6193            Washington 47.8297 -117.6056
## 6194             Tennessee 36.5241  -86.0304
## 6195          Pennsylvania 40.0735  -75.4582
## 6196              Maryland 38.3214  -75.6246
## 6197                  Utah 41.1392 -112.0285
## 6198           Puerto Rico 18.0431  -67.0574
## 6199              New York 43.0990  -77.4427
## 6200        North Carolina 35.2840  -81.2828
## 6201            California 34.1160 -118.0096
## 6202              Michigan 42.3132  -84.0188
## 6203                  Utah 41.4648 -112.0401
## 6204              New York 40.7765  -73.6778
## 6205            California 40.4662 -122.4207
## 6206              New York 41.1488  -74.0485
## 6207                  Ohio 39.2039  -84.3978
## 6208              Michigan 42.3219  -85.5180
## 6209                  Ohio 39.5807  -84.3201
## 6210               Georgia 33.2920  -83.9679
## 6211              Kentucky 38.3903  -85.4535
## 6212                Kansas 39.3848 -101.0452
## 6213              New York 41.1214  -74.0684
## 6214           Puerto Rico 17.9691  -66.4051
## 6215                 Texas 33.5147 -102.0067
## 6216            California 34.7515 -117.3430
## 6217                 Texas 26.3257  -98.4469
## 6218               Florida 28.0597  -81.9051
## 6219          Pennsylvania 40.3384  -75.8764
## 6220                 Texas 33.2655  -97.2252
## 6221               Florida 30.3541  -87.3050
## 6222               Alabama 32.5280  -85.0943
## 6223              New York 42.9623  -78.7418
## 6224            New Mexico 35.5273 -105.9340
## 6225                 Texas 33.1136  -94.1672
## 6226               Florida 27.2779  -82.5516
## 6227           Mississippi 34.7321  -88.9444
## 6228                  Iowa 41.0304  -93.7840
## 6229                 Texas 29.6814  -97.6468
## 6230        South Carolina 34.6750  -82.8344
## 6231              Missouri 38.7512  -90.6581
## 6232                  Ohio 39.1172  -82.5375
## 6233                  Iowa 43.0743  -94.2311
## 6234         West Virginia 39.3250  -77.8667
## 6235             Louisiana 29.8809  -90.7750
## 6236            New Jersey 39.3307  -74.5070
## 6237                 Texas 26.2788  -98.3856
## 6238                 Maine 43.8233  -70.4293
## 6239                  Ohio 40.4581  -80.6095
## 6240              Arkansas 36.0848  -90.9467
## 6241             Minnesota 44.9899  -93.1770
## 6242            California 37.1885 -119.7723
## 6243            California 39.4313 -121.5225
## 6244                  Iowa 41.7779  -93.7134
## 6245                Kansas 39.1088  -95.0811
## 6246           Connecticut 41.3774  -71.8492
## 6247        North Carolina 35.0592  -77.0200
## 6248                 Texas 30.6543  -97.0089
## 6249                Kansas 37.9274  -95.4006
## 6250              Nebraska 42.8260 -103.0025
## 6251              Nebraska 41.1207  -95.9209
## 6252            New Jersey 40.7174  -74.2838
## 6253          North Dakota 48.4209 -101.3381
## 6254            California 37.8925 -122.5078
## 6255            New Jersey 39.7559  -75.3569
## 6256                Hawaii 21.3421 -157.7303
## 6257            California 36.9646 -121.9896
## 6258          Pennsylvania 40.0035  -75.2501
## 6259            New Jersey 39.3687  -74.5924
## 6260               Alabama 33.1453  -85.3694
## 6261               Florida 27.4668  -82.6688
## 6262                 Texas 32.8027  -97.4021
## 6263          Pennsylvania 40.1599  -75.4089
## 6264               Alabama 33.9447  -85.9322
## 6265             Minnesota 44.9505  -95.7153
## 6266          Pennsylvania 41.4506  -75.5753
## 6267               Florida 28.8024  -81.5351
## 6268                 Texas 33.5566  -97.8440
## 6269            New Jersey 40.8823  -73.9467
## 6270               Florida 29.8449  -81.3156
## 6271                  Iowa 40.7292  -92.8716
## 6272                Oregon 44.5423 -123.3599
## 6273               Florida 28.2669  -82.6257
## 6274                 Texas 33.0571  -96.6244
## 6275                  Ohio 39.8671  -82.9451
## 6276                 Texas 30.8608  -96.9763
## 6277              Maryland 39.6585  -76.8881
## 6278             Wisconsin 43.8107  -88.4860
## 6279              Missouri 38.7119  -90.6513
## 6280                 Texas 31.4186  -97.4283
## 6281                  Ohio 40.4389  -82.3481
## 6282         West Virginia 38.9927  -80.2281
## 6283              Illinois 41.4678  -90.3446
## 6284                  Ohio 40.8895  -81.5882
## 6285          Pennsylvania 40.9641  -76.8901
## 6286              Missouri 37.8201  -92.2202
## 6287               Arizona 33.3665 -111.9633
## 6288             Minnesota 43.8300  -91.3042
## 6289              Kentucky 38.8645  -84.6122
## 6290                  Iowa 42.1091  -91.2758
## 6291               Florida 27.3647  -82.4716
## 6292        South Carolina 33.5370  -81.9424
## 6293                  Utah 38.5701 -109.5478
## 6294          Pennsylvania 41.0006  -75.4455
## 6295              Colorado 40.2598 -103.6323
## 6296        South Carolina 33.9126  -81.5313
## 6297            New Jersey 40.8769  -74.6724
## 6298              Maryland 39.4629  -76.2754
## 6299             Louisiana 29.8962  -89.8920
## 6300               Florida 27.7526  -82.7394
## 6301        South Carolina 32.7520  -80.2118
## 6302            California 37.4221 -122.2586
## 6303               Florida 29.0608  -82.0565
## 6304              Maryland 38.8939  -76.8878
## 6305              Illinois 41.8891  -87.9115
## 6306          Pennsylvania 40.5247  -79.8898
## 6307          Pennsylvania 41.6273  -79.6699
## 6308        North Carolina 35.5116  -78.7402
## 6309                  Iowa 41.3450  -94.0138
## 6310            California 37.1341 -122.1272
## 6311               Georgia 31.3827  -84.9228
## 6312              Illinois 39.3829  -89.0642
## 6313               Arizona 32.1101 -110.6889
## 6314               Montana 48.3708 -114.1902
## 6315                  Iowa 43.4176  -95.1109
## 6316               Alabama 32.4754  -86.1375
## 6317              Virginia 37.0878  -81.8081
## 6318            California 36.7694 -119.7612
## 6319                 Texas 33.0809  -97.2548
## 6320               Indiana 40.1246  -86.0242
## 6321            California 37.9083 -122.2805
## 6322               Alabama 31.1113  -87.0737
## 6323              Maryland 38.3466  -75.1122
## 6324               Florida 28.2152  -82.1886
## 6325        South Carolina 34.7051  -81.2132
## 6326              New York 43.2460  -78.1902
## 6327              Virginia 36.8626  -82.7769
## 6328          Pennsylvania 40.3732  -79.8502
## 6329               Florida 27.2413  -80.8298
## 6330          Pennsylvania 40.3362  -76.0053
## 6331                  Ohio 40.4005  -81.3515
## 6332            California 37.3475 -119.6202
## 6333              Kentucky 36.7393  -84.1647
## 6334            New Jersey 39.8046  -74.9850
## 6335               Indiana 41.0044  -85.7751
## 6336              New York 42.6609  -77.0535
## 6337              Michigan 42.3246  -85.2371
## 6338            California 38.5818 -122.5824
## 6339          Pennsylvania 40.8306  -75.7165
## 6340          Pennsylvania 40.6283  -76.1729
## 6341              Illinois 38.0851  -89.3717
## 6342               Florida 26.5733  -81.8903
## 6343              New York 41.4408  -74.0353
## 6344            New Jersey 40.5291  -74.7358
## 6345                 Texas 32.7566  -98.9125
## 6346              New York 41.0689  -73.9545
## 6347             Louisiana 30.1761  -93.3704
## 6348             Tennessee 35.3675  -85.3899
## 6349               Arizona 31.9157 -110.3257
## 6350              Michigan 41.9642  -83.6636
## 6351              Oklahoma 36.6375  -95.1725
## 6352              Illinois 41.2772  -88.2803
## 6353            New Jersey 39.5681  -75.4724
## 6354              Kentucky 37.2584  -83.1977
## 6355              New York 40.8199  -73.4339
## 6356              Maryland 39.1516  -76.9163
## 6357                 Texas 33.2874  -96.9622
## 6358        South Carolina 34.7235  -82.7788
## 6359               Arizona 36.7144 -110.2590
## 6360            California 33.5840 -117.6237
## 6361            Washington 47.1165 -122.1824
## 6362             Wisconsin 43.8989  -91.0882
## 6363                  Iowa 41.0446  -95.7406
## 6364              Arkansas 36.2701  -94.2227
## 6365        North Carolina 35.8465  -77.0661
## 6366            New Mexico 35.1700 -103.7046
## 6367              Colorado 39.4506 -108.0063
## 6368               Alabama 33.4553  -86.9224
## 6369            New Jersey 40.0285  -74.5883
## 6370          Pennsylvania 40.1489  -75.3991
## 6371                  Ohio 41.5798  -81.2070
## 6372               Indiana 40.2820  -86.0423
## 6373              Michigan 42.5091  -84.6531
## 6374              Michigan 45.8521  -87.0358
## 6375              Illinois 40.4608  -87.6635
## 6376                  Iowa 41.6045  -93.7128
## 6377         West Virginia 39.6635  -80.8569
## 6378                 Texas 26.0540  -97.2505
## 6379            Washington 47.8710 -121.8043
## 6380              Illinois 42.2060  -87.8128
## 6381             Minnesota 45.1002  -93.0882
## 6382           Puerto Rico 18.2964  -66.8836
## 6383          Pennsylvania 40.8678  -75.2085
## 6384                  Ohio 41.3338  -81.4018
## 6385               Florida 29.0484  -81.0628
## 6386               Florida 26.6756  -81.8166
## 6387                Oregon 44.0471 -123.3514
## 6388               Alabama 32.5315  -85.8903
## 6389                 Texas 31.7930  -94.1795
## 6390             Wisconsin 42.8239  -88.1563
## 6391                  Ohio 41.6089  -83.4837
## 6392              New York 40.9728  -72.1892
## 6393                 Texas 29.5448  -95.0865
## 6394              New York 42.9036  -73.6894
## 6395              Missouri 37.8244  -92.1532
## 6396        North Carolina 35.2343  -81.0734
## 6397             Minnesota 45.5857  -95.9046
## 6398              Oklahoma 36.2536  -95.6600
## 6399              Michigan 42.6290  -83.0218
## 6400                 Texas 29.7824  -95.9514
## 6401                  Ohio 40.7681  -83.8251
## 6402              Missouri 36.9179  -89.3343
## 6403                Oregon 45.4562 -123.8331
## 6404             Tennessee 35.2645  -89.0118
## 6405              New York 40.7499  -73.6124
## 6406          Pennsylvania 40.5762  -75.5194
## 6407              New York 41.0541  -73.8143
## 6408               Indiana 41.6257  -87.0801
## 6409              New York 43.0399  -76.2176
## 6410            California 36.5247 -119.2889
## 6411               Arizona 32.8323 -109.7595
## 6412               Florida 30.1996  -84.3634
## 6413               Montana 46.8559 -114.0778
## 6414                 Texas 31.6727 -106.2399
## 6415              Virginia 37.2435  -77.4287
## 6416                 Texas 26.2237  -97.7529
## 6417              Michigan 42.5299  -85.8462
## 6418             Wisconsin 43.4986  -88.5474
## 6419            California 34.6152 -120.1943
## 6420               Montana 47.6886 -114.1411
## 6421              New York 41.0086  -72.2287
## 6422          Pennsylvania 40.9104  -79.9157
## 6423              Michigan 45.8061  -88.0995
## 6424               Florida 26.4724  -81.7959
## 6425             Wisconsin 42.5377  -88.0151
## 6426               Indiana 39.0354  -87.1577
## 6427                  Iowa 42.5190  -93.2662
## 6428            California 36.3493 -119.4206
## 6429              Illinois 42.3525  -88.8694
## 6430              New York 40.7624  -73.3705
## 6431              Michigan 46.4522  -90.1505
## 6432              Oklahoma 34.0118  -95.5115
## 6433            California 35.3463 -119.0297
## 6434                 Texas 29.4902  -94.9405
## 6435              Kentucky 37.0350  -88.6427
## 6436                  Ohio 40.1500  -82.6881
## 6437                  Iowa 42.7499  -95.5529
## 6438              Colorado 39.7320 -105.1785
## 6439            New Jersey 39.8257  -74.1819
## 6440              Illinois 42.0926  -88.6964
## 6441          Pennsylvania 40.4085  -79.8214
## 6442               Georgia 31.2337  -84.2088
## 6443              New York 42.9867  -78.9524
## 6444              Illinois 41.4181  -87.7502
## 6445            California 37.9878 -122.0700
## 6446                 Texas 31.1322  -99.3700
## 6447               Florida 27.7645  -81.8058
## 6448             Louisiana 32.5275  -92.7124
## 6449            New Jersey 40.8483  -74.3993
## 6450           Connecticut 41.5960  -72.5100
## 6451              New York 40.8085  -72.7573
## 6452            New Jersey 39.0788  -74.8205
## 6453                Alaska 71.2727 -156.7575
## 6454          Pennsylvania 41.4902  -75.7065
## 6455               Florida 28.0115  -81.5995
## 6456                  Ohio 40.0791  -80.8997
## 6457             Minnesota 44.4453  -92.2796
## 6458               Indiana 40.2630  -85.6737
## 6459          Pennsylvania 40.2619  -75.8099
## 6460              Maryland 39.0871  -77.0404
## 6461              Missouri 38.3673  -90.3705
## 6462               Alabama 33.6734  -86.4680
## 6463             Louisiana 31.1246  -92.0652
## 6464                  Utah 41.8008 -111.8121
## 6465            New Jersey 38.9881  -74.8195
## 6466           Connecticut 41.6784  -73.0064
## 6467               Florida 26.6447  -81.9098
## 6468              Nebraska 41.1314  -96.2450
## 6469            California 38.7185 -121.4455
## 6470            New Mexico 34.7688 -106.6447
## 6471              Michigan 43.0318  -83.5187
## 6472                Nevada 39.6879 -119.8364
## 6473             Minnesota 44.5470  -95.1031
## 6474            Washington 47.1615 -122.0200
## 6475          Pennsylvania 41.8762  -80.1247
## 6476              Illinois 41.4415  -90.5593
## 6477                Kansas 39.5669  -97.6467
## 6478               Georgia 33.7342  -85.0289
## 6479            New Jersey 39.9199  -75.0093
## 6480        South Carolina 34.6956  -79.9084
## 6481              Missouri 39.9391  -94.8279
## 6482            Washington 47.5194 -122.6183
## 6483                 Texas 30.5894  -98.3671
## 6484               Arizona 35.2656 -111.5190
## 6485               Florida 29.1696  -80.9796
## 6486              Colorado 39.4995 -106.0432
## 6487              New York 40.8441  -73.6442
## 6488               Indiana 39.0986  -84.8713
## 6489            California 37.9939 -122.3188
## 6490              Virginia 37.2351  -81.2751
## 6491        North Carolina 34.9645  -80.0746
## 6492                  Iowa 42.4854  -91.4557
## 6493          Pennsylvania 40.9701  -76.0142
## 6494            New Jersey 40.7758  -74.1918
## 6495         Massachusetts 41.9327  -71.0431
## 6496              Virginia 37.6280  -77.4288
## 6497              New York 40.8489  -72.5785
## 6498            California 34.2429 -116.8951
## 6499            California 35.1740 -118.6532
## 6500          Pennsylvania 40.5994  -79.5746
## 6501                Oregon 45.5173 -122.8199
## 6502               Florida 29.4716  -81.1303
## 6503                 Texas 32.5983  -96.6815
## 6504            New Jersey 40.3756  -74.2444
## 6505             Tennessee 35.5232  -84.3630
## 6506               Indiana 41.2166  -85.8105
## 6507              Oklahoma 36.7895  -98.6649
## 6508              Maryland 39.4237  -76.5685
## 6509              Maryland 38.9363  -76.8442
## 6510                Alaska 61.7199 -149.2621
## 6511        North Carolina 35.8165  -81.4781
## 6512              Colorado 39.5752 -104.8309
## 6513               Florida 27.0472  -82.2702
## 6514                  Ohio 41.1386  -81.4344
## 6515              Virginia 38.7253  -77.2638
## 6516            California 39.0392 -122.9218
## 6517                 Texas 29.4771  -98.4472
## 6518              Colorado 39.7508 -105.0627
## 6519               Florida 27.8156  -82.7162
## 6520               Florida 27.7542  -82.2882
## 6521              Michigan 43.3322  -83.7391
## 6522           Puerto Rico 18.2861  -67.1409
## 6523             Tennessee 36.2607  -87.0412
## 6524          Pennsylvania 39.9534  -76.7610
## 6525          Pennsylvania 40.1630  -76.3964
## 6526              Missouri 38.7578  -90.1984
## 6527               Georgia 32.3875  -83.3523
## 6528             Wisconsin 42.8087  -88.2150
## 6529          Pennsylvania 41.3533  -75.7757
## 6530          Pennsylvania 41.2977  -75.8799
## 6531            Washington 48.1343 -122.2785
## 6532               Florida 26.3218  -81.4397
## 6533               Indiana 40.1719  -84.9764
## 6534              Colorado 39.9797 -104.8734
## 6535                 Texas 28.5267  -99.8589
## 6536              Illinois 38.0861  -88.1722
## 6537              Virginia 38.2485  -78.1129
## 6538              Illinois 42.0881  -88.1580
## 6539         New Hampshire 43.1382  -71.4530
## 6540            California 39.4047 -123.3494
## 6541              New York 40.7715  -73.6482
## 6542                Hawaii 21.4575 -157.8453
## 6543                 Texas 26.9289  -99.2614
## 6544              New York 44.3252  -74.1309
## 6545            Washington 47.3130 -122.0181
## 6546             Minnesota 45.1409  -93.1505
## 6547            New Mexico 36.7480 -108.0853
## 6548           Connecticut 41.0011  -73.6528
## 6549                  Ohio 40.6800  -82.5793
## 6550          Pennsylvania 40.3194  -78.9525
## 6551                Oregon 45.4012 -122.8069
## 6552        North Carolina 35.4693  -77.4167
## 6553        North Carolina 35.9595  -79.7600
## 6554             Louisiana 30.4456  -91.2098
## 6555               Georgia 31.7641  -82.3509
## 6556              Oklahoma 34.1809  -97.2559
## 6557                 Texas 30.1833  -96.9279
## 6558          Pennsylvania 40.1873  -75.4581
## 6559              New York 41.0134  -73.8394
## 6560               Florida 30.5061  -82.9540
## 6561              Illinois 38.3798  -88.3723
## 6562            California 37.6021 -121.0045
## 6563             Tennessee 35.9347  -85.4726
## 6564              Oklahoma 34.4979  -96.9898
## 6565                  Ohio 39.0871  -84.6177
## 6566              Arkansas 36.2959  -91.5696
## 6567            New Jersey 40.9550  -73.9568
## 6568           Mississippi 33.8287  -88.5539
## 6569          Pennsylvania 40.3166  -76.7884
## 6570               Florida 29.7980  -81.2653
## 6571        North Carolina 36.2842  -76.9902
## 6572               Alabama 32.6314  -86.3268
## 6573               Alabama 30.7899  -88.2389
## 6574               Arizona 32.0617 -110.9485
## 6575             Louisiana 29.9072  -90.1933
## 6576              New York 40.7295  -73.1051
## 6577             Tennessee 35.8152  -88.7901
## 6578        North Carolina 36.5165  -76.1728
## 6579                 Texas 29.1821  -98.4081
## 6580              Michigan 42.6295  -82.5834
## 6581               Florida 28.0574  -81.8610
## 6582          Pennsylvania 40.1042  -75.3437
## 6583             Tennessee 36.0652  -86.8403
## 6584            California 38.3485 -120.7728
## 6585               Florida 27.5469  -81.8102
## 6586             Wisconsin 42.9660  -90.1297
## 6587               Arizona 31.4126 -109.9178
## 6588               Florida 29.0940  -82.4408
## 6589            New Jersey 40.1048  -74.0637
## 6590              Colorado 39.5458 -104.8533
## 6591              Michigan 42.0960  -83.2029
## 6592               Florida 28.7065  -82.3090
## 6593                  Iowa 42.1631  -92.0260
## 6594              Maryland 38.3310  -75.2148
## 6595             Tennessee 35.9584  -85.8211
## 6596              Illinois 41.5170  -87.6924
## 6597              Illinois 40.6426  -89.5981
## 6598             Tennessee 35.7193  -86.4129
## 6599              New York 42.0879  -76.8472
## 6600           Puerto Rico 18.0009  -66.2602
## 6601               Alabama 31.3501  -85.3523
## 6602                 Texas 26.0962  -97.9566
## 6603            California 37.9819 -120.3828
## 6604           Mississippi 30.5483  -88.6675
## 6605               Florida 30.1444  -85.7526
## 6606            New Mexico 34.7334 -106.7611
## 6607              Kentucky 37.1036  -85.3073
## 6608               Florida 28.4690  -82.5999
## 6609               Arizona 33.8513 -111.9801
## 6610             Minnesota 43.6531  -96.2148
## 6611             Tennessee 35.3180  -89.1498
## 6612            California 39.2349 -121.2002
## 6613               Montana 47.1101 -104.7070
## 6614                 Texas 26.9026  -99.2612
## 6615              New York 43.0462  -75.8748
## 6616              Missouri 38.7564  -90.2766
## 6617            Washington 47.9028 -121.9850
## 6618            California 34.8164 -114.6189
## 6619                 Idaho 43.6734 -111.9132
## 6620              Missouri 37.8751  -90.5191
## 6621                  Iowa 42.3978  -96.3517
## 6622              Missouri 38.1353  -92.6478
## 6623         West Virginia 39.4394  -78.9821
## 6624           Mississippi 34.3790  -88.6938
## 6625          Pennsylvania 41.2613  -75.9071
## 6626              Colorado 38.8575 -104.9127
## 6627                 Texas 31.3287  -94.8014
## 6628                  Iowa 41.6495  -95.3268
## 6629               Alabama 31.2915  -85.7117
## 6630               Georgia 34.1884  -85.1808
## 6631          Pennsylvania 40.1862  -75.5382
## 6632              Virginia 38.4184  -77.4202
## 6633              Arkansas 34.2996  -92.4223
## 6634          Pennsylvania 41.1677  -78.7187
## 6635               Florida 24.5658  -81.7351
## 6636            California 37.5254 -120.7974
## 6637            New Mexico 34.6459 -106.7164
## 6638            New Jersey 41.1101  -74.5886
## 6639        South Carolina 34.1787  -82.3774
## 6640              New York 40.6051  -73.6553
## 6641            California 33.2994 -115.9609
## 6642              Colorado 39.6385 -106.3613
## 6643        North Carolina 35.7970  -81.4237
## 6644          Pennsylvania 40.3259  -75.3274
## 6645              Maryland 39.4415  -77.5347
## 6646               Florida 27.7241  -80.5974
## 6647               Georgia 33.6505  -83.7116
## 6648             Louisiana 29.9157  -91.6758
## 6649             Louisiana 32.1650  -91.7210
## 6650                  Ohio 39.1884  -84.4010
## 6651          Pennsylvania 39.7353  -76.6967
## 6652            Washington 46.6622 -118.8405
## 6653              Arkansas 33.1280  -91.9631
## 6654               Florida 30.4926  -86.5079
## 6655               Florida 26.7219  -81.4506
## 6656              Colorado 39.5776 -107.5267
## 6657            California 38.5137 -122.9894
## 6658             Wisconsin 42.6864  -88.0496
## 6659               Florida 28.4559  -81.5122
## 6660               Georgia 31.2048  -83.2478
## 6661               Florida 27.2874  -82.5137
## 6662                  Iowa 40.7582  -95.3720
## 6663            New Jersey 40.1521  -74.0430
## 6664            Washington 48.5454 -117.8985
## 6665               Florida 27.3721  -80.3404
## 6666            Washington 48.4229 -119.5159
## 6667               Georgia 31.9438  -81.1081
## 6668                Kansas 38.6202  -94.6770
## 6669            New Jersey 40.2718  -74.2425
## 6670              New York 40.9826  -72.3350
## 6671          Pennsylvania 41.4380  -79.8183
## 6672              Virginia 37.0045  -79.8854
## 6673               Georgia 33.3082  -84.5546
## 6674             Minnesota 45.3824  -93.8772
## 6675        North Carolina 36.1224  -78.6757
## 6676              Illinois 41.6679  -87.8891
## 6677             Louisiana 30.2606  -93.2638
## 6678            California 40.7888 -124.1286
## 6679               Georgia 34.3709  -84.9212
## 6680             Louisiana 33.0019  -93.4613
## 6681               Georgia 34.2236  -83.8851
## 6682            California 38.0076 -120.3090
## 6683           Mississippi 31.9903  -90.3540
## 6684          Pennsylvania 40.4170  -80.0544
## 6685            New Mexico 36.7031 -108.0648
## 6686              Illinois 41.6431  -87.7081
## 6687         New Hampshire 43.0010  -71.5171
## 6688         Massachusetts 41.6432  -70.9922
## 6689              Maryland 39.0249  -76.9737
## 6690               Georgia 33.5310  -84.6678
## 6691               Wyoming 44.0025 -107.9544
## 6692              Oklahoma 35.2966  -99.6286
## 6693              New York 40.8449  -73.6180
## 6694             Minnesota 45.3870  -92.8477
## 6695               Alabama 33.9269  -85.6149
## 6696             Louisiana 32.4485  -92.0773
## 6697            New Jersey 39.7275  -75.4691
## 6698         Massachusetts 41.6540  -71.0927
## 6699               Indiana 40.0066  -85.7711
## 6700            Washington 47.5712 -117.6893
## 6701              Nebraska 41.1292 -101.7211
## 6702                 Texas 32.6462  -95.4774
## 6703          Pennsylvania 40.6029  -75.3961
## 6704            California 33.7036 -116.3396
## 6705              New York 40.7519  -73.0353
## 6706                Kansas 38.7782  -95.1880
## 6707               Arizona 34.9044 -110.1672
## 6708        North Carolina 34.3306  -78.7014
## 6709                Oregon 45.0960 -123.3983
## 6710          Pennsylvania 40.3578  -80.1061
## 6711               Indiana 41.7478  -85.9657
## 6712             Tennessee 36.3893  -87.0455
## 6713            New Jersey 40.5087  -74.8599
## 6714            New Jersey 40.5535  -74.5277
## 6715                 Texas 32.7548  -97.6498
## 6716             Tennessee 36.0735  -86.7856
## 6717              Maryland 38.8285  -76.5207
## 6718              Oklahoma 35.8444  -97.9386
## 6719               Alabama 33.9334  -87.7961
## 6720               Arizona 32.0596 -111.2866
## 6721             Louisiana 30.4881  -91.0448
## 6722               Indiana 39.6608  -87.4045
## 6723            California 37.6902 -122.4021
## 6724              Arkansas 35.3284  -94.2791
## 6725                 Texas 32.7318  -94.9461
## 6726            New Jersey 40.9899  -73.9804
## 6727               Alabama 33.6978  -86.4228
## 6728            California 37.2401 -119.7021
## 6729               Florida 30.5108  -81.8089
## 6730              Illinois 38.6688  -88.4758
## 6731              Michigan 45.6410  -84.4687
## 6732             Wisconsin 43.3739  -89.5858
## 6733          Pennsylvania 40.5788  -79.7655
## 6734              New York 40.8075  -73.6755
## 6735            Washington 47.1949 -119.3178
## 6736               Alabama 33.2302  -87.4827
## 6737                  Ohio 41.5215  -83.7958
## 6738                  Ohio 39.1676  -84.7152
## 6739                 Idaho 43.3795 -112.1261
## 6740             Minnesota 47.4877  -92.8786
## 6741             Minnesota 45.5688  -93.5899
## 6742              Virginia 38.6650  -78.4546
## 6743               Indiana 39.9246  -85.8466
## 6744          Pennsylvania 39.9125  -76.6864
## 6745             Minnesota 44.5665  -93.3380
## 6746                Hawaii 21.4205 -157.8205
## 6747                Hawaii 21.9159 -159.5236
## 6748               Alabama 31.5318  -87.8915
## 6749                  Ohio 39.2927  -84.5757
## 6750         West Virginia 39.3409  -80.0162
## 6751           Puerto Rico 17.9778  -66.2962
## 6752              Missouri 38.3480  -90.9933
## 6753               Florida 28.6268  -81.4979
## 6754              Illinois 39.7968  -88.2749
## 6755               Alabama 33.2962  -86.3456
## 6756              Michigan 43.0658  -85.9341
## 6757               Georgia 34.7808  -84.7835
## 6758        North Carolina 35.7217  -81.3857
## 6759               Georgia 33.8777  -84.7710
## 6760            New Jersey 41.0101  -73.9505
## 6761                  Ohio 41.6682  -83.6433
## 6762                  Ohio 40.7979  -81.4358
## 6763        North Carolina 35.2537  -79.3754
## 6764        North Carolina 35.6907  -78.3749
## 6765             Louisiana 29.7013  -91.2377
## 6766                 Texas 29.6513  -95.5874
## 6767              Michigan 42.8364  -84.5750
## 6768              Nebraska 41.2166  -96.6172
## 6769          Pennsylvania 40.5011  -80.0680
## 6770               Florida 24.6893  -81.3676
## 6771              New York 42.1534  -77.1230
## 6772             Minnesota 43.9833  -94.6249
## 6773             Minnesota 43.8736  -95.1201
## 6774            New Jersey 40.0928  -74.0459
## 6775               Alabama 33.7643  -86.4742
## 6776                  Iowa 42.7229  -94.2241
## 6777              Arkansas 34.5024  -93.1420
## 6778              Missouri 38.2227  -90.3813
## 6779        North Carolina 35.9751  -80.2204
## 6780        North Carolina 34.9809  -79.2291
## 6781             Tennessee 35.5483  -87.1872
## 6782              Maryland 38.9222  -76.7810
## 6783               Florida 28.5483  -82.4897
## 6784                  Ohio 40.8392  -80.5467
## 6785              Illinois 38.6005  -89.8114
## 6786              Kentucky 36.8479  -88.3602
## 6787          Pennsylvania 39.7452  -77.0892
## 6788            New Jersey 39.6703  -74.2338
## 6789          Pennsylvania 41.2472  -76.9184
## 6790              Maryland 38.9858  -76.4880
## 6791              Michigan 42.1917  -84.3855
## 6792              Missouri 38.6091  -90.3673
## 6793             Louisiana 32.5809  -91.9869
## 6794                 Texas 30.1889  -95.7017
## 6795               Arizona 32.1955 -110.9692
## 6796              Missouri 38.8341  -91.0399
## 6797         Massachusetts 41.8946  -70.5966
## 6798                 Texas 32.3404  -99.6789
## 6799             Minnesota 45.0324  -92.8098
## 6800               Indiana 41.5438  -87.1367
## 6801              Colorado 40.2318 -104.9911
## 6802              Maryland 38.8770  -75.8264
## 6803              Missouri 39.3574  -94.7651
## 6804            New Jersey 39.9288  -75.0398
## 6805                 Texas 32.8130  -97.4306
## 6806              Illinois 42.1955  -88.2147
## 6807              Maryland 38.7910  -76.5469
## 6808            California 38.5488 -121.2831
## 6809             Tennessee 35.8701  -85.0614
## 6810                  Ohio 39.2628  -84.5501
## 6811            California 35.3831 -119.1184
## 6812               Florida 27.2857  -82.5332
## 6813              New York 43.2345  -76.1410
## 6814                 Texas 30.1960  -98.0938
## 6815               Georgia 34.9777  -85.2539
## 6816              Missouri 39.0652  -93.7270
## 6817          Pennsylvania 41.2547  -76.9550
## 6818                  Utah 37.0262 -112.5219
## 6819                 Texas 32.6974  -97.6069
## 6820                Kansas 39.0765  -94.8166
## 6821                  Ohio 39.9585  -84.3261
## 6822            New Jersey 40.9078  -74.6593
## 6823                Nevada 39.3826 -119.2148
## 6824                Oregon 43.2662 -123.3477
## 6825             Wisconsin 42.7846  -88.3973
## 6826               Montana 48.0852 -114.0551
## 6827              Maryland 39.4496  -76.4205
## 6828          Pennsylvania 40.0962  -75.1296
## 6829              Michigan 42.2268  -84.3230
## 6830              Missouri 38.7927  -92.2479
## 6831            California 34.6168 -120.0948
## 6832               Georgia 34.0103  -85.0440
## 6833          Pennsylvania 41.3296  -75.8000
## 6834            New Jersey 40.4036  -73.9898
## 6835                 Texas 33.1109  -97.0308
## 6836              New York 41.1317  -74.1135
## 6837               Indiana 41.4484  -86.1505
## 6838              Kentucky 38.4806  -82.6798
## 6839             Louisiana 30.8346  -91.2080
## 6840                  Ohio 39.0978  -84.2995
## 6841                 Texas 32.4068  -97.2149
## 6842             Minnesota 44.9604  -93.8431
## 6843              Michigan 46.4970  -87.5968
## 6844              Virginia 38.2807  -77.1896
## 6845              Arkansas 36.1642  -94.2457
## 6846        North Carolina 34.2895  -77.9217
## 6847              Kentucky 38.3471  -85.6103
## 6848               Montana 46.7289 -112.0631
## 6849         Massachusetts 42.1648  -71.3544
## 6850          Pennsylvania 40.1850  -75.2267
## 6851            Washington 46.4437 -120.4215
## 6852                Hawaii 21.5965 -158.1003
## 6853              Illinois 39.0116  -89.7910
## 6854                 Texas 29.0723  -95.4046
## 6855          Pennsylvania 40.2442  -76.8991
## 6856        North Carolina 35.7566  -81.5634
## 6857        North Carolina 35.8241  -79.1168
## 6858           Connecticut 41.3536  -72.0517
## 6859               Florida 26.9629  -82.0571
## 6860              Kentucky 38.2379  -85.5891
## 6861              Nebraska 40.8645  -98.0078
## 6862              Maryland 39.0420  -76.0630
## 6863            New Jersey 40.2005  -74.0333
## 6864              Virginia 36.7254  -78.1287
## 6865              New York 43.0452  -74.8566
## 6866               Florida 30.1900  -81.3704
## 6867               Montana 46.2527 -114.1598
## 6868            New Jersey 39.8805  -75.0918
## 6869                 Texas 33.4612  -94.4183
## 6870              Maryland 39.1134  -76.8924
## 6871              Illinois 40.7752  -87.7304
## 6872              Missouri 37.6399  -91.5345
## 6873          Pennsylvania 40.2921  -75.8486
## 6874              New York 42.5625  -77.6968
## 6875             Tennessee 36.4081  -83.0043
## 6876               Florida 27.4098  -80.3539
## 6877           Connecticut 41.4174  -72.8992
## 6878                  Iowa 41.5963  -90.3686
## 6879              Illinois 41.9033  -87.8805
## 6880           Connecticut 41.9595  -72.3105
## 6881            Washington 47.1529 -122.1048
## 6882              New York 41.1035  -73.7968
## 6883              New York 43.0836  -75.7559
## 6884         New Hampshire 42.8692  -71.4819
## 6885             Minnesota 44.4778  -93.4225
## 6886              Missouri 36.6057  -93.2339
## 6887             Louisiana 32.0355  -93.7004
## 6888          Pennsylvania 40.1039  -75.2069
## 6889              Virginia 37.0972  -76.4243
## 6890              New York 41.0488  -73.9408
## 6891        North Carolina 35.4783  -82.5038
## 6892            California 37.3145 -120.5868
## 6893              Oklahoma 36.2837  -97.3094
## 6894              Colorado 39.7036 -104.9352
## 6895               Arizona 34.8897 -112.4937
## 6896        North Carolina 35.3226  -78.6733
## 6897              Missouri 38.2579  -90.3948
## 6898           Mississippi 31.6774  -88.6353
## 6899                  Iowa 42.4635  -92.2766
## 6900            New Jersey 40.0384  -74.1678
## 6901              Missouri 37.9755  -90.0477
## 6902              Maryland 38.9633  -77.0898
## 6903              Colorado 39.4050 -107.0921
## 6904             Wisconsin 43.1256  -88.4385
## 6905               Georgia 34.1063  -82.8705
## 6906        North Carolina 35.6009  -82.3917
## 6907                 Texas 30.1645  -97.8631
## 6908                 Texas 31.1519  -97.4587
## 6909             Minnesota 46.8795  -96.6985
## 6910              New York 41.0012  -72.5419
## 6911          Pennsylvania 40.1006  -76.3511
## 6912             Wisconsin 43.1827  -87.9017
## 6913              Missouri 39.1798  -93.8694
## 6914               Florida 28.4988  -82.1832
## 6915               Georgia 31.8613  -81.2623
## 6916             Minnesota 45.0920  -93.7453
## 6917              Virginia 38.7978  -77.3815
## 6918               Indiana 41.6731  -87.4842
## 6919                 Texas 33.1910 -101.3814
## 6920                  Ohio 41.1889  -80.9711
## 6921          Pennsylvania 40.1789  -79.8625
## 6922              Illinois 41.3500  -87.6172
## 6923             Wisconsin 44.6222  -88.7513
## 6924            California 34.3495 -117.6300
## 6925              New York 40.7866  -73.5975
## 6926          Pennsylvania 40.2659  -76.4077
## 6927               Georgia 34.5170  -83.5311
## 6928              Illinois 39.5763  -89.7440
## 6929                 Texas 31.1873  -94.7833
## 6930          Pennsylvania 41.0346  -75.2417
## 6931              Michigan 47.1367  -88.5979
## 6932              Missouri 38.6303  -92.5670
## 6933              New York 40.7705  -73.6603
## 6934                 Texas 33.1795  -96.9907
## 6935        North Carolina 35.8165  -79.8066
## 6936                 Texas 30.8770  -96.5956
## 6937            California 39.0357 -121.0590
## 6938          Pennsylvania 40.8712  -75.7433
## 6939                  Iowa 41.7923  -90.2770
## 6940            California 37.4662 -122.2674
## 6941            Washington 47.5137 -122.3160
## 6942           Mississippi 31.5969  -89.2091
## 6943          Pennsylvania 41.4622  -75.5478
## 6944        South Carolina 34.2121  -80.9921
## 6945          Pennsylvania 41.0003  -75.5058
## 6946              Maryland 38.8952  -76.9016
## 6947                Kansas 37.6652  -97.5617
## 6948              Virginia 38.3319  -77.4655
## 6949               Florida 27.3243  -80.2425
## 6950                 Idaho 42.5984 -114.7596
## 6951              Illinois 39.5951  -88.6084
## 6952              Arkansas 35.2263  -93.1649
## 6953                 Texas 27.2243  -98.1452
## 6954              Missouri 39.2105  -92.1342
## 6955              Michigan 42.3319  -83.8803
## 6956             Minnesota 45.7360  -94.9523
## 6957                 Idaho 42.7828 -112.8541
## 6958           Mississippi 32.1557  -90.1225
## 6959          Pennsylvania 40.3600  -75.3083
## 6960        South Carolina 33.2419  -81.3659
## 6961              Kentucky 37.0335  -88.6858
## 6962          Pennsylvania 40.2657  -76.7126
## 6963             Wisconsin 44.8923  -87.8715
## 6964             Minnesota 45.3421  -93.4495
## 6965        South Carolina 35.0280  -80.9792
## 6966            California 36.3166 -119.7054
## 6967              Colorado 39.6562 -106.0869
## 6968        North Carolina 35.2450  -80.5212
## 6969                Nevada 40.7407 -114.0783
## 6970             Louisiana 30.6959  -91.4537
## 6971              Michigan 42.5550  -83.4883
## 6972                  Ohio 39.1187  -84.2861
## 6973              Illinois 42.3517  -88.8353
## 6974            New Jersey 40.2366  -74.0294
## 6975           Mississippi 33.4899  -89.7280
## 6976        North Carolina 35.2522  -81.6636
## 6977              Missouri 39.1396  -94.5641
## 6978                  Ohio 41.5166  -84.3039
## 6979            California 32.8033 -116.9056
## 6980                 Idaho 42.5342 -114.3699
## 6981              Kentucky 37.2121  -87.1780
## 6982            Washington 47.3860 -122.6695
## 6983                 Texas 27.3648  -99.4820
## 6984                  Ohio 39.7238  -82.9575
## 6985         Massachusetts 42.1006  -70.6626
## 6986              Kentucky 37.0085  -88.5261
## 6987              New York 40.6948  -73.2618
## 6988                 Texas 34.5374 -101.7741
## 6989                  Iowa 41.9232  -91.4243
## 6990                  Ohio 40.7836  -82.7458
## 6991          Pennsylvania 40.3337  -75.9470
## 6992                 Texas 30.9538  -95.9091
## 6993                Oregon 44.4242 -121.2757
## 6994              Virginia 39.1504  -77.9825
## 6995            New Jersey 41.1716  -74.4643
## 6996              Missouri 38.7158  -90.3684
## 6997               Georgia 33.5211  -84.3548
## 6998              New York 42.6910  -73.7271
## 6999            New Jersey 39.5282  -74.9448
## 7000              Illinois 42.2279  -88.3931
## 7001               Florida 28.5243  -82.4159
## 7002               Arizona 34.1056 -109.2961
## 7003            California 37.6916 -122.4814
## 7004                 Texas 26.2518  -98.4699
## 7005              New York 41.2068  -74.0121
## 7006               Florida 28.0720  -80.6876
## 7007                  Iowa 41.7064  -91.6583
## 7008            New Jersey 40.8222  -74.8502
## 7009                  Ohio 38.8684  -83.8992
## 7010               Florida 27.2173  -80.7925
## 7011               Georgia 33.8904  -83.9576
## 7012              Maryland 38.9448  -76.5876
## 7013            New Jersey 39.7982  -75.0629
## 7014               Florida 27.6756  -80.4252
## 7015              New York 41.1319  -73.7138
## 7016        North Carolina 35.6963  -82.5585
## 7017             Tennessee 36.4142  -86.9658
## 7018        North Carolina 35.5951  -77.5907
## 7019                  Utah 40.0099 -111.6775
## 7020                 Texas 30.5403  -98.3804
## 7021          Rhode Island 41.9520  -71.7042
## 7022              Missouri 37.1050  -93.8190
## 7023        South Carolina 34.2687  -80.5681
## 7024            California 36.7294 -119.6945
## 7025          Pennsylvania 40.0077  -75.2634
## 7026            New Jersey 40.8907  -74.4406
## 7027        North Carolina 34.7300  -76.6493
## 7028            California 39.4429 -123.3963
## 7029               Arizona 33.3500 -110.4654
## 7030              Kentucky 37.0405  -88.5734
## 7031              Virginia 37.1268  -81.5134
## 7032               Florida 28.2993  -82.6050
## 7033            California 37.3711 -122.2202
## 7034          Pennsylvania 40.3261  -79.8861
## 7035          Pennsylvania 39.9386  -76.7297
## 7036        North Carolina 36.0579  -76.6008
## 7037              Michigan 43.4633  -85.9537
## 7038                Oregon 42.2749 -122.8154
## 7039            California 33.5767 -116.0645
## 7040               Florida 27.9322  -80.5655
## 7041                 Texas 32.9680 -102.8318
## 7042            Washington 48.0874 -121.9706
## 7043           Puerto Rico 18.1638  -66.7235
## 7044                 Texas 28.7171  -96.2334
## 7045               Vermont 44.9372  -72.2090
## 7046              Maryland 38.3039  -76.6395
## 7047                 Texas 29.6559  -98.6580
## 7048            New Mexico 35.1981 -106.7023
## 7049                  Ohio 41.8783  -80.7461
## 7050        North Carolina 33.9077  -78.5740
## 7051        South Carolina 34.9833  -81.0992
## 7052                 Texas 33.0882  -97.3041
## 7053                  Ohio 40.0909  -82.9174
## 7054          Pennsylvania 40.6936  -80.3074
## 7055              Illinois 41.9255  -88.6794
## 7056             Wisconsin 44.7874  -89.6839
## 7057                Oregon 45.5358 -122.4205
## 7058                Hawaii 21.9953 -159.3494
## 7059        South Carolina 33.7870  -81.9291
## 7060        North Carolina 35.7255  -79.1713
## 7061               Georgia 34.3496  -82.9289
## 7062                  Ohio 41.0202  -84.0354
## 7063             Wisconsin 43.5603  -90.8858
## 7064                  Ohio 40.6840  -80.5621
## 7065               Florida 26.2929  -81.5786
## 7066          Pennsylvania 40.2690  -75.2140
## 7067            New Jersey 40.6513  -74.3231
## 7068            Washington 47.7937 -122.3469
## 7069            Washington 47.3452 -122.6369
## 7070             Tennessee 35.1708  -88.5955
## 7071               Arizona 34.7501 -112.0555
## 7072              Missouri 38.6472  -92.1142
## 7073                Hawaii 21.6511 -158.0437
## 7074            New Jersey 40.4112  -74.0295
## 7075             Louisiana 32.5277  -93.5041
## 7076                 Texas 28.0909  -97.8170
## 7077                 Texas 33.0252  -96.4381
## 7078              Virginia 37.3273  -77.3195
## 7079               Alabama 33.6963  -86.5063
## 7080          Pennsylvania 41.5774  -75.2524
## 7081              Virginia 38.1937  -79.0082
## 7082                 Texas 29.9129  -96.8768
## 7083                  Ohio 40.4828  -84.6321
## 7084               Georgia 33.5793  -83.4758
## 7085               Alabama 33.9902  -85.8639
## 7086            California 36.4824 -121.7198
## 7087                Kansas 37.5702  -97.1361
## 7088          Pennsylvania 40.1034  -79.5898
## 7089                  Ohio 39.2934  -83.9795
## 7090              Missouri 38.3511  -92.5766
## 7091                 Texas 29.7715  -95.4987
## 7092            New Jersey 39.9013  -75.0009
## 7093        North Carolina 35.2889  -81.1294
## 7094        North Carolina 35.5720  -80.5791
## 7095              Michigan 42.5780  -83.2456
## 7096                 Texas 33.3949  -96.9497
## 7097              Maryland 39.5737  -76.0668
## 7098              Missouri 39.3447  -91.2032
## 7099               Wyoming 44.3427 -106.7139
## 7100               Georgia 34.4788  -85.3491
## 7101                Hawaii 21.3288 -157.6974
## 7102        North Carolina 35.4001  -78.8138
## 7103              Maryland 39.6625  -78.8229
## 7104               Georgia 31.7721  -84.4437
## 7105              Oklahoma 34.6296  -97.9578
## 7106                 Texas 33.4216  -96.5838
## 7107              Kentucky 39.0904  -84.5498
## 7108              Missouri 37.1341  -92.2660
## 7109               Wyoming 41.0929 -104.8066
## 7110          Pennsylvania 40.6908  -76.2594
## 7111             Louisiana 30.0060  -92.2840
## 7112              Illinois 41.3099  -88.6850
## 7113              Michigan 42.6725  -85.6408
## 7114               Alabama 33.6073  -86.9740
## 7115              Missouri 37.2243  -89.5360
## 7116            California 32.8273 -116.8381
## 7117             Wisconsin 43.2920  -89.7353
## 7118              New York 40.8645  -72.9678
## 7119            Washington 46.1794 -122.9568
## 7120            New Jersey 40.9078  -74.8412
## 7121          Pennsylvania 40.7783  -77.7734
## 7122              New York 41.1184  -73.7795
## 7123             Tennessee 36.0052  -88.4181
## 7124        North Carolina 35.5516  -82.8407
## 7125          Pennsylvania 40.4023  -79.8533
## 7126              Maryland 38.9677  -76.2824
## 7127              Kentucky 37.8163  -82.8089
## 7128               Georgia 33.0352  -83.9390
## 7129                Alaska 60.4862 -151.0672
## 7130                Oregon 45.2463 -123.1115
## 7131             Minnesota 44.9670  -93.5160
## 7132            Washington 47.9642 -117.4398
## 7133              Arkansas 34.6157  -92.4217
## 7134                Kansas 38.8874  -98.8514
## 7135               Arizona 34.6414 -111.7960
## 7136          Pennsylvania 40.6043  -79.7602
## 7137               Indiana 41.4625  -85.5948
## 7138            California 38.9513 -122.7208
## 7139        North Carolina 34.7720  -76.8772
## 7140              Colorado 39.4418 -104.8970
## 7141              Maryland 38.7876  -77.0113
## 7142           Connecticut 41.3562  -71.9546
## 7143                Oregon 45.2986 -122.3337
## 7144            California 34.8861 -117.1078
## 7145                 Texas 32.9996  -94.9668
## 7146          Pennsylvania 40.0791  -76.5791
## 7147           Puerto Rico 18.2200  -66.2246
## 7148               Georgia 30.8392  -82.0073
## 7149                 Texas 29.1456  -98.9049
## 7150              Virginia 38.7536  -77.1321
## 7151             Wisconsin 44.7523  -92.7882
## 7152            Washington 46.1899 -122.9125
## 7153            California 36.3834 -119.2200
## 7154              Illinois 38.5799  -90.1037
## 7155               Florida 27.4764  -82.5430
## 7156               Alabama 34.2331  -87.6175
## 7157                Kansas 39.2054  -96.3099
## 7158              New York 43.0868  -76.1871
## 7159                Alaska 53.8984 -166.5680
## 7160               Montana 46.7756 -114.1018
## 7161             Tennessee 35.8247  -84.0552
## 7162                 Texas 33.1102  -97.1867
## 7163                  Ohio 39.7160  -82.2080
## 7164          Pennsylvania 40.8167  -76.2003
## 7165          Pennsylvania 41.2112  -80.4971
## 7166            New Jersey 39.8562  -75.0365
## 7167              New York 42.0119  -76.5406
## 7168              Missouri 38.7071  -90.3009
## 7169                  Iowa 42.7420  -93.2050
## 7170            California 35.1647 -119.4584
## 7171              Illinois 41.7312  -87.7311
## 7172            New Jersey 39.8055  -75.1589
## 7173               Wyoming 41.1105 -104.7871
## 7174        South Carolina 34.5237  -82.4938
## 7175                  Ohio 39.4561  -82.2211
## 7176              Michigan 43.4891  -83.4025
## 7177             Wisconsin 45.1365  -90.3436
## 7178              Arkansas 35.0807  -92.2088
## 7179        South Carolina 32.8043  -79.7552
## 7180          Pennsylvania 40.5561  -75.9825
## 7181              Missouri 37.4945  -94.2791
## 7182             Wisconsin 43.7995  -90.0775
## 7183               Florida 27.4116  -82.5659
## 7184              Missouri 38.2598  -94.3394
## 7185               Florida 26.7123  -81.8684
## 7186              Illinois 38.7264  -87.6873
## 7187               Arizona 34.5174 -112.2496
## 7188                 Texas 32.5021  -94.5700
## 7189            New Jersey 39.8704  -75.1302
## 7190            Washington 46.5640 -120.3966
## 7191               Indiana 39.5370  -87.3653
## 7192              Kentucky 36.7544  -86.2053
## 7193              Illinois 40.6970  -89.6399
## 7194              Illinois 38.6138  -89.5230
## 7195              Arkansas 34.4636  -93.1340
## 7196             Tennessee 36.5752  -83.6462
## 7197             Wisconsin 43.3847  -87.9439
## 7198             Wisconsin 43.5177  -88.2306
## 7199                  Iowa 41.8965  -93.5920
## 7200             Louisiana 32.2348  -92.7098
## 7201               Indiana 39.3509  -85.9625
## 7202                Oregon 43.6983 -124.1121
## 7203              Virginia 38.0316  -78.4437
## 7204            New Jersey 40.8199  -74.4551
## 7205              Michigan 41.8283  -86.3656
## 7206                  Utah 37.2309 -113.2523
## 7207            New Jersey 40.2018  -74.0128
## 7208                  Iowa 43.2570  -93.6366
## 7209             Minnesota 46.4450  -95.1285
## 7210                 Texas 27.3251  -98.6857
## 7211              New York 43.0308  -75.9984
## 7212          Pennsylvania 40.9615  -76.6121
## 7213                Oregon 45.4493 -122.7621
## 7214           Mississippi 30.8557  -89.1386
## 7215             Wisconsin 43.8593  -91.2614
## 7216         West Virginia 38.4067  -82.2964
## 7217             Tennessee 35.9689  -88.9450
## 7218              Kentucky 39.0553  -84.5787
## 7219                  Iowa 42.4818  -91.1178
## 7220              Maryland 38.0635  -75.5553
## 7221          Pennsylvania 40.7543  -75.6114
## 7222                Kansas 38.5063  -94.9486
## 7223        North Carolina 35.2688  -80.4369
## 7224                  Ohio 39.1975  -84.2511
## 7225              Missouri 37.5644  -90.2988
## 7226               Florida 30.1289  -85.6008
## 7227              New York 41.0466  -71.9465
## 7228             Louisiana 32.4883  -92.1619
## 7229            New Jersey 40.2689  -74.7764
## 7230               Alabama 33.6943  -87.8307
## 7231          Pennsylvania 41.2595  -80.4813
## 7232              Illinois 40.4563  -88.1020
## 7233                Kansas 38.4789 -100.9031
## 7234               Florida 27.9365  -82.8114
## 7235           Puerto Rico 18.4825  -66.8501
## 7236        North Carolina 35.9889  -79.7079
## 7237              New York 42.1267  -76.8254
## 7238              Oklahoma 35.2455  -94.4775
## 7239        South Carolina 34.9846  -81.9934
## 7240              Illinois 37.4612  -89.2388
## 7241              New York 41.5328  -74.0595
## 7242          Pennsylvania 40.1509  -79.5434
## 7243              Oklahoma 35.8336  -96.3944
## 7244              Maryland 39.3716  -76.9716
## 7245                 Texas 32.3996 -100.8582
## 7246          Pennsylvania 40.5212  -75.7772
## 7247            California 33.2764 -117.1941
## 7248          Pennsylvania 40.3242  -76.0235
## 7249         Massachusetts 41.6917  -70.1026
## 7250            Washington 47.2257 -122.7739
## 7251              Michigan 43.1571  -85.7106
## 7252             Louisiana 30.4037  -92.2145
## 7253               Georgia 34.1441  -84.9327
## 7254                  Ohio 39.8881  -84.0394
## 7255            New Jersey 39.9486  -74.5409
## 7256            Washington 47.7238 -122.5830
## 7257        North Carolina 35.5103  -80.9783
## 7258                 Texas 32.9704  -97.4725
## 7259           Connecticut 41.3612  -73.1845
## 7260            New Jersey 41.0001  -74.0972
## 7261            New Mexico 34.8024 -106.5701
## 7262        North Carolina 36.1728  -81.1390
## 7263         Massachusetts 41.9727  -70.6889
## 7264          Pennsylvania 40.2893  -75.2095
## 7265               Florida 26.4087  -80.0661
## 7266          Pennsylvania 40.3322  -75.6375
## 7267              Arkansas 33.6746  -94.1265
## 7268              Virginia 36.6716  -79.4202
## 7269          Pennsylvania 41.2639  -75.9327
## 7270              Colorado 39.6872 -105.2718
## 7271            New Jersey 39.8581  -74.8053
## 7272               Georgia 32.2062  -82.3215
## 7273               Indiana 39.0973  -87.4074
## 7274            Washington 47.8415 -120.0262
## 7275              Illinois 42.1399  -88.2034
## 7276             Tennessee 36.0939  -87.7847
## 7277           Connecticut 41.4855  -73.2349
## 7278                Alaska 60.7152 -151.2317
## 7279         Massachusetts 41.7842  -70.5332
## 7280              Colorado 37.5789 -106.1499
## 7281                  Ohio 40.9207  -81.0231
## 7282                  Ohio 39.9475  -83.3076
## 7283              Missouri 38.7302  -93.5589
## 7284          Pennsylvania 40.3897  -75.9134
## 7285              Arkansas 35.7149  -91.6328
## 7286              Oklahoma 35.4081  -97.0990
## 7287                  Utah 40.4718 -109.5786
## 7288        South Carolina 33.5183  -80.8332
## 7289              Illinois 38.5412  -89.8530
## 7290              New York 42.5084  -78.6696
## 7291               Florida 27.7084  -80.3851
## 7292              Colorado 40.0980 -105.1552
## 7293                Alaska 64.9061 -147.6957
## 7294              New York 41.6517  -73.8748
## 7295          Pennsylvania 40.1384  -79.9002
## 7296              Maryland 39.0340  -76.9983
## 7297              Oklahoma 35.0910  -97.2881
## 7298          Pennsylvania 39.9224  -75.2881
## 7299             Wisconsin 44.9540  -92.3709
## 7300                Hawaii 19.5447 -154.9288
## 7301                  Ohio 41.1613  -82.2255
## 7302                 Maine 44.0086  -70.0571
## 7303          Pennsylvania 41.2846  -75.8690
## 7304              New York 41.7009  -74.3609
## 7305               Alabama 31.0437  -85.8763
## 7306              Nebraska 40.9111  -96.5341
## 7307              Oklahoma 34.0292  -94.7426
## 7308              Michigan 45.0208  -84.6809
## 7309                 Texas 29.7898  -95.5041
## 7310              Missouri 38.4608  -90.5338
## 7311                  Ohio 39.0293  -83.9267
## 7312               Florida 26.6613  -81.7402
## 7313          Pennsylvania 39.7907  -77.7267
## 7314             Minnesota 44.5122  -92.9034
## 7315               Alabama 33.1930  -86.6114
## 7316                  Ohio 39.3536  -83.3883
## 7317            Washington 47.4616 -121.9937
## 7318              Illinois 38.4397  -89.9169
## 7319              Virginia 38.8026  -77.2396
## 7320                Oregon 44.8462 -122.8700
## 7321                  Iowa 41.0175  -93.3097
## 7322              Arkansas 33.9418  -93.8516
## 7323              Illinois 38.4159  -89.9902
## 7324              Virginia 38.6917  -77.3507
## 7325               Florida 30.6030  -87.1022
## 7326              Michigan 42.7270  -85.7190
## 7327          Pennsylvania 41.1197  -75.0465
## 7328          North Dakota 48.4142  -97.4056
## 7329              Illinois 38.6302  -90.0339
## 7330             Minnesota 43.9958  -96.3117
## 7331                 Texas 34.5324 -102.3111
## 7332                  Ohio 39.1256  -82.9836
## 7333                  Ohio 39.0699  -84.3670
## 7334              Arkansas 34.7906  -91.9072
## 7335                Kansas 37.1745 -101.3447
## 7336            Washington 47.4495 -122.8487
## 7337               Alabama 33.6778  -86.8727
## 7338                  Iowa 42.0173  -94.3799
## 7339        South Carolina 34.7421  -82.0371
## 7340              Michigan 42.7138  -85.4693
## 7341          Pennsylvania 41.2012  -77.2666
## 7342                 Texas 26.2957  -98.0631
## 7343              Virginia 39.0599  -77.4443
## 7344        North Carolina 35.0505  -77.0844
## 7345             Minnesota 44.4702  -93.9026
## 7346              New York 43.0820  -76.1265
## 7347              Michigan 42.6207  -82.5339
## 7348             Louisiana 31.9240  -92.6425
## 7349                 Texas 31.9005  -98.6043
## 7350                  Ohio 41.4559  -82.0912
## 7351             Minnesota 45.2685  -93.0809
## 7352               Georgia 31.7096  -83.6528
## 7353          Pennsylvania 40.1955  -79.9222
## 7354             Minnesota 45.4570  -94.4297
## 7355               Indiana 41.1988  -87.1973
## 7356              New York 40.7567  -73.6635
## 7357              Missouri 39.7853  -93.0772
## 7358            New Jersey 40.7804  -74.1829
## 7359          Pennsylvania 40.3279  -75.8414
## 7360                  Ohio 41.4319  -81.3887
## 7361        North Carolina 35.1997  -78.0662
## 7362                 Texas 29.9472  -96.2598
## 7363        South Carolina 33.6093  -78.9772
## 7364                Hawaii 21.9622 -159.3917
## 7365              Virginia 38.7812  -77.4817
## 7366        North Carolina 35.3597  -81.9232
## 7367              Virginia 38.6083  -78.8016
## 7368                  Ohio 39.7471  -83.8109
## 7369                Kansas 39.0245  -94.6287
## 7370          Pennsylvania 39.8996  -76.6410
## 7371                Kansas 39.3812  -97.1276
## 7372                 Texas 33.2256  -98.1594
## 7373           Connecticut 41.8086  -71.8854
## 7374             Tennessee 35.0104  -85.0142
## 7375                 Texas 34.6394 -102.7230
## 7376            New Jersey 40.8849  -74.2431
## 7377           Connecticut 41.9097  -72.5426
## 7378                  Ohio 39.9604  -83.2242
## 7379              Michigan 43.1982  -86.2733
## 7380            New Mexico 35.0497 -106.5599
## 7381                 Texas 32.5546  -95.8641
## 7382                 Texas 32.4317  -97.1018
## 7383               Florida 30.5824  -87.0447
## 7384            New Jersey 39.7270  -75.2194
## 7385            California 35.9785 -119.3003
## 7386              Illinois 41.3308  -87.7956
## 7387               Alabama 32.4862  -87.0305
## 7388               Georgia 32.2965  -83.4815
## 7389         Massachusetts 42.0989  -70.7823
## 7390           Puerto Rico 18.0284  -66.5330
## 7391          Pennsylvania 40.1580  -76.2031
## 7392        North Carolina 35.1798  -83.3809
## 7393              Nebraska 40.0623  -95.5989
## 7394              New York 41.6547  -73.9100
## 7395            New Jersey 40.3249  -74.0600
## 7396            New Mexico 32.8483 -106.0998
## 7397          Pennsylvania 40.3902  -79.7215
## 7398          Pennsylvania 40.3376  -76.7256
## 7399            California 33.1197 -117.2090
## 7400          North Dakota 46.7688 -100.6978
## 7401             Minnesota 44.0692  -91.7166
## 7402           Puerto Rico 18.4175  -66.2203
## 7403              New York 40.7752  -73.7281
## 7404              Michigan 42.8194  -83.7811
## 7405         West Virginia 38.8530  -82.1303
## 7406              Illinois 39.6201  -90.7936
## 7407                Nevada 40.6299 -116.9518
## 7408            New Jersey 40.1167  -74.7775
## 7409                 Texas 32.5352  -96.8895
## 7410            New Jersey 40.3687  -74.9430
## 7411               Arizona 33.8358 -109.9616
## 7412              Michigan 42.9351  -85.3457
## 7413             Minnesota 46.8977  -92.1137
## 7414          Pennsylvania 40.8331  -75.8848
## 7415            New Mexico 35.5794 -106.1130
## 7416             Wisconsin 43.0124  -87.9710
## 7417               Wyoming 42.8473 -106.3830
## 7418                  Utah 41.0414 -111.6802
## 7419              Maryland 39.4861  -76.3908
## 7420          Pennsylvania 40.3126  -75.8663
## 7421              Kentucky 37.6819  -82.7661
## 7422              Michigan 42.4921  -83.2273
## 7423               Montana 47.5059 -111.1825
## 7424               Florida 27.5016  -82.6146
## 7425              Illinois 42.1830  -88.0488
## 7426              New York 44.0401  -75.8468
## 7427              New York 41.3570  -74.2768
## 7428               Alabama 33.7675  -85.8792
## 7429        South Carolina 35.0142  -81.0378
## 7430        North Carolina 33.8920  -78.5107
## 7431            California 38.1692 -121.3113
## 7432              New York 40.7120  -73.6607
## 7433                Hawaii 19.4995 -155.8937
## 7434              Illinois 41.6375  -87.5447
## 7435         West Virginia 39.6329  -79.9882
## 7436              Michigan 42.4576  -85.6980
## 7437              Maryland 38.8765  -76.9075
## 7438          Pennsylvania 40.1509  -74.9820
## 7439              New York 44.9647  -74.6664
## 7440                 Texas 26.2160  -98.1264
## 7441             Louisiana 29.9562  -89.9986
## 7442               Florida 26.5730  -81.8774
## 7443          Pennsylvania 40.6907  -75.2671
## 7444            New Jersey 39.9533  -74.2367
## 7445               Georgia 30.7849  -83.5603
## 7446                 Texas 30.0811  -97.5180
## 7447            California 38.1508 -121.1554
## 7448        South Carolina 34.7705  -83.0615
## 7449          Pennsylvania 40.8531  -79.9555
## 7450          Pennsylvania 41.4382  -75.5927
## 7451               Florida 30.2549  -85.9512
## 7452          Pennsylvania 40.0306  -75.3270
## 7453             Tennessee 36.4222  -82.4293
## 7454              Illinois 38.4579  -90.0834
## 7455             Wisconsin 43.1145  -89.6479
## 7456            Washington 47.0102 -123.5857
## 7457              Michigan 42.7137  -82.5012
## 7458        South Carolina 34.2040  -79.2536
## 7459            California 37.6198 -120.9813
## 7460              Illinois 42.2954  -87.9115
## 7461                 Texas 29.6379  -98.2927
## 7462            California 34.4553 -119.2702
## 7463              Michigan 43.2517  -86.2715
## 7464                  Iowa 41.5118  -93.4950
## 7465              Illinois 39.8876  -89.6066
## 7466              Illinois 38.8885  -90.0723
## 7467              Arkansas 33.8834  -91.4857
## 7468          Pennsylvania 40.4565  -75.8209
## 7469        North Carolina 33.9768  -78.3803
## 7470                 Texas 28.9141  -98.5409
## 7471              Illinois 41.7690  -87.8977
## 7472            New Jersey 40.8705  -74.2084
## 7473           Puerto Rico 18.4811  -66.8221
## 7474            California 36.7941 -119.7012
## 7475            Washington 47.4874 -122.6175
## 7476              Michigan 42.4011  -86.2677
## 7477             Wisconsin 44.0293  -88.1625
## 7478                 Texas 33.6612  -96.9022
## 7479               Georgia 34.4710  -84.4497
## 7480               Georgia 31.8651  -82.5994
## 7481              Illinois 39.4097  -88.8005
## 7482           Mississippi 33.4051  -90.8909
## 7483                  Ohio 39.1711  -84.4955
## 7484                 Texas 26.1333  -98.0475
## 7485        North Carolina 35.0810  -77.0945
## 7486        North Carolina 36.2621  -80.8443
## 7487              Maryland 39.5738  -77.7482
## 7488              New York 41.3398  -73.7016
## 7489               Arizona 34.1486 -109.9657
## 7490            New Jersey 40.9921  -74.3125
## 7491         Massachusetts 42.5975  -72.5573
## 7492        South Carolina 34.6194  -82.4794
## 7493          Pennsylvania 41.2106  -79.3803
## 7494              Virginia 38.5822  -77.7781
## 7495          Pennsylvania 40.2362  -80.2268
## 7496                  Ohio 39.0802  -84.3220
## 7497          Pennsylvania 40.2718  -75.7321
## 7498               Florida 30.3120  -84.2611
## 7499                  Utah 41.6223 -111.9430
## 7500          Pennsylvania 41.4270  -78.7297
## 7501           Mississippi 34.2616  -88.4021
## 7502              Illinois 42.3794  -88.3493
## 7503              Illinois 40.7951  -89.3672
## 7504               Florida 27.2948  -82.4323
## 7505            Washington 47.8429 -122.2528
## 7506              Illinois 41.9890  -87.8718
## 7507             Minnesota 46.9169  -95.0576
## 7508                Oregon 45.2756 -122.5136
## 7509              Missouri 37.1148  -93.0742
## 7510                 Texas 31.5817 -100.5474
## 7511              New York 42.4680  -76.4876
## 7512              Illinois 41.4831  -87.6369
## 7513               Arizona 34.4393 -110.1018
## 7514            New Jersey 40.0104  -74.2806
## 7515                  Iowa 43.2028  -96.2897
## 7516                 Texas 30.6638  -97.9063
## 7517              Michigan 43.2451  -86.1074
## 7518               Indiana 39.5505  -86.0739
## 7519               Florida 26.9928  -82.0072
## 7520              Maryland 39.6076  -75.9414
## 7521             Louisiana 29.6912  -91.2672
## 7522                 Texas 30.5307  -96.7007
## 7523            Washington 45.7860 -122.4721
## 7524            New Mexico 34.8539 -106.7011
## 7525              New York 40.9484  -73.1160
## 7526                Oregon 42.9894 -123.2999
## 7527               Indiana 39.1316  -84.8510
## 7528              Illinois 38.1513  -89.7185
## 7529            California 32.9635 -117.2624
## 7530                 Texas 29.5229  -98.5197
## 7531          Pennsylvania 39.8983  -80.1855
## 7532        South Carolina 34.9616  -81.9713
## 7533              Arkansas 34.5095  -92.6406
## 7534                Hawaii 20.8391 -156.5221
## 7535              Illinois 38.5146  -90.2168
## 7536              Missouri 38.5279  -90.4488
## 7537                  Ohio 39.7440  -84.3943
## 7538            California 34.2104 -117.1147
## 7539                 Texas 31.8317  -99.4223
## 7540                Oregon 43.1802 -124.1841
## 7541          Pennsylvania 40.2815  -80.0874
## 7542                  Iowa 42.2298  -91.1861
## 7543            New Jersey 40.6216  -74.7737
## 7544                  Ohio 41.1385  -80.7672
## 7545        South Carolina 33.5038  -81.9100
## 7546           Mississippi 31.8730  -89.7340
## 7547                Nevada 39.2650 -114.8708
## 7548               Georgia 34.9747  -85.2898
## 7549          Pennsylvania 41.1615  -79.0827
## 7550               Florida 30.4127  -86.6588
## 7551              Michigan 42.2022  -83.4839
## 7552               Indiana 38.7369  -86.4755
## 7553              Kentucky 38.7755  -84.6137
## 7554               Indiana 40.6572  -84.9555
## 7555                  Ohio 41.5839  -83.8880
## 7556              Oklahoma 35.5108  -97.3715
## 7557              Missouri 36.5850  -89.9808
## 7558              Missouri 38.7286  -90.3600
## 7559             Minnesota 45.2540  -92.8278
## 7560              Missouri 38.0013  -91.6154
## 7561          Pennsylvania 40.6699  -75.6115
## 7562                Alaska 61.0963 -146.2596
## 7563             Minnesota 45.0825  -92.9090
## 7564             Tennessee 36.4430  -82.4621
## 7565                Hawaii 19.5215 -154.9944
## 7566         West Virginia 39.0391  -80.4616
## 7567            California 40.7407 -122.9290
## 7568                  Ohio 41.4318  -81.3352
## 7569             Minnesota 43.9687  -92.0593
## 7570              New York 42.7012  -78.9819
## 7571              Nebraska 40.8613  -99.9863
## 7572              New York 42.8482  -73.8082
## 7573             Louisiana 31.5668  -91.4404
## 7574               Alabama 32.5785  -86.4523
## 7575               Georgia 32.3958  -82.0621
## 7576             Louisiana 31.4188  -92.4084
## 7577             Tennessee 36.3871  -89.4712
## 7578             Minnesota 44.8743  -92.9975
## 7579            California 33.8760 -117.6109
## 7580               Florida 27.7985  -82.7887
## 7581                  Ohio 41.5817  -84.5968
## 7582          Pennsylvania 40.1991  -75.4754
## 7583             Tennessee 36.2000  -85.4468
## 7584               Florida 27.9574  -81.7287
## 7585              Michigan 42.8697  -84.8991
## 7586               Alabama 31.0952  -88.2467
## 7587          South Dakota 43.8244  -96.7143
## 7588                 Texas 26.2752  -98.5644
## 7589              Illinois 39.7488  -89.5436
## 7590          Pennsylvania 40.1884  -75.0841
## 7591        South Carolina 34.9342  -82.1443
## 7592          Pennsylvania 40.6396  -80.2228
## 7593          Pennsylvania 40.2355  -78.8247
## 7594              Missouri 38.0121  -92.7499
## 7595              Maryland 38.8024  -76.8419
## 7596             Wisconsin 42.8473  -90.7065
## 7597               Montana 45.2180 -112.6345
## 7598            California 37.9641 -122.3711
## 7599              New York 40.7592  -73.6809
## 7600            New Jersey 40.5685  -74.2469
## 7601                  Ohio 40.0176  -80.7469
## 7602              Illinois 42.0132  -89.3354
## 7603              Kentucky 38.6415  -84.5675
## 7604          Pennsylvania 39.7499  -77.3805
## 7605            California 38.0056 -122.5033
## 7606             Minnesota 44.1968  -92.6166
## 7607         West Virginia 37.8096  -80.4327
## 7608             Wisconsin 42.8003  -88.0118
## 7609             Tennessee 36.3875  -85.3265
## 7610            New Jersey 39.9023  -75.0813
## 7611               Indiana 38.7417  -85.8117
## 7612               Florida 27.9058  -81.9873
## 7613                 Texas 30.0082  -97.1520
## 7614        South Carolina 33.6933  -80.2167
## 7615          Pennsylvania 40.8279  -79.5233
## 7616        North Carolina 35.2647  -79.5865
## 7617                 Idaho 43.5183 -111.9692
## 7618              Illinois 41.8076  -89.9616
## 7619              Michigan 42.1211  -86.4137
## 7620              Nebraska 40.1448  -97.1764
## 7621        North Carolina 35.3552  -81.0938
## 7622                Kansas 37.0195  -94.7351
## 7623              Delaware 39.1163  -75.5216
## 7624                  Ohio 39.1907  -84.2197
## 7625              Maryland 38.5987  -77.1555
## 7626            Washington 46.5573 -120.6138
## 7627               Arizona 33.0249 -109.2883
## 7628          Pennsylvania 40.0374  -75.5560
## 7629                 Texas 28.7783 -100.4910
## 7630                  Ohio 39.3016  -84.5493
## 7631             Minnesota 45.1640  -93.0540
## 7632           Puerto Rico 18.1619  -65.7584
## 7633          Pennsylvania 40.0077  -76.7303
## 7634               Arizona 34.1547 -109.9936
## 7635               Georgia 33.2906  -82.0994
## 7636              Arkansas 33.6278  -91.3953
## 7637          Pennsylvania 40.8966  -76.7933
## 7638          Pennsylvania 40.3250  -79.6996
## 7639              New York 41.4737  -73.5507
## 7640                  Ohio 40.3791  -80.7095
## 7641            California 38.1694 -120.8260
## 7642              Oklahoma 34.0872  -96.7744
## 7643              Illinois 40.1140  -88.0354
## 7644        North Carolina 34.4953  -77.5270
## 7645              Delaware 38.5691  -75.5689
## 7646                 Texas 31.2000  -97.3019
## 7647             Tennessee 35.0893  -84.8512
## 7648              Arkansas 35.8991  -90.5767
## 7649           Mississippi 32.7889  -89.2384
## 7650              New York 43.1323  -76.3108
## 7651                  Ohio 40.1066  -83.2686
## 7652               Indiana 40.4639  -85.5008
## 7653             Louisiana 32.5607  -93.5625
## 7654              Kentucky 38.6799  -85.1658
## 7655                Hawaii 21.5119 -158.0274
## 7656            New Jersey 39.7139  -75.1731
## 7657             Minnesota 44.9318  -93.5293
## 7658              Colorado 38.0499 -103.7225
## 7659           Puerto Rico 18.3954  -65.9172
## 7660          Pennsylvania 40.7886  -80.1428
## 7661            California 33.7253 -117.2851
## 7662            California 38.9704 -122.8328
## 7663        North Carolina 35.3708  -82.5021
## 7664                  Iowa 43.3718  -92.1163
## 7665               Georgia 31.9379  -81.9305
## 7666        North Carolina 35.3860  -78.5437
## 7667              Illinois 39.3986  -87.6900
## 7668                  Utah 41.1476 -111.7901
## 7669               Georgia 32.8937  -85.1453
## 7670                Hawaii 21.6111 -157.9118
## 7671             Wisconsin 43.9167  -88.0266
## 7672              Missouri 39.1703  -94.6306
## 7673         West Virginia 38.9561  -81.7619
## 7674              Oklahoma 35.5468  -97.5445
## 7675          Pennsylvania 40.3936  -75.4965
## 7676            New Mexico 35.3226 -106.4437
## 7677              Arkansas 34.8923  -92.2341
## 7678              Illinois 41.1990  -90.7459
## 7679          Pennsylvania 39.9593  -75.9177
## 7680                 Texas 32.7382  -96.8885
## 7681                Alaska 61.5539 -149.0035
## 7682              Colorado 38.3836 -105.1114
## 7683              Oklahoma 35.7763  -95.2602
## 7684            New Jersey 40.4338  -74.1009
## 7685                 Texas 32.3848  -98.9805
## 7686                Hawaii 19.0959 -155.7750
## 7687              New York 41.0907  -73.9714
## 7688               Florida 27.6687  -82.7299
## 7689                  Iowa 41.5727  -91.2623
## 7690          Pennsylvania 40.2989  -78.9430
## 7691          Pennsylvania 39.7714  -76.6799
## 7692              Michigan 42.6834  -84.2836
## 7693               Florida 28.5475  -82.5206
## 7694              Delaware 39.2849  -75.6366
## 7695              Kentucky 37.6148  -84.5815
## 7696                  Ohio 39.2556  -84.4710
## 7697        North Carolina 34.6648  -77.0292
## 7698        South Carolina 33.5613  -80.2148
## 7699          Pennsylvania 40.5103  -75.7851
## 7700        North Carolina 33.9411  -78.0205
## 7701              Maryland 38.9546  -77.1292
## 7702              New York 41.3735  -74.1790
## 7703          Pennsylvania 40.7833  -76.2329
## 7704        South Carolina 34.5691  -82.6838
## 7705             Louisiana 30.7323  -90.5133
## 7706              Illinois 41.0983  -88.4249
## 7707             Minnesota 44.7721  -93.9192
## 7708              Virginia 38.2567  -76.9777
## 7709        North Carolina 35.3308  -77.9226
## 7710              Illinois 37.8114  -88.4415
## 7711              Illinois 41.4416  -90.4462
## 7712             Louisiana 29.9641  -90.4141
## 7713                 Texas 31.9876 -106.5933
## 7714         West Virginia 38.4062  -81.4810
## 7715              Virginia 38.8882  -77.3907
## 7716               Georgia 33.4589  -84.3379
## 7717        North Carolina 34.9859  -80.4480
## 7718              Arkansas 35.1392  -93.9178
## 7719             Wisconsin 43.1726  -89.0613
## 7720        North Carolina 36.1246  -79.4649
## 7721                Kansas 38.1401  -97.4270
## 7722                 Texas 29.7647  -95.5317
## 7723         West Virginia 39.2562  -81.6316
## 7724                  Ohio 40.8912  -83.8887
## 7725              Michigan 45.2136  -85.0132
## 7726                 Maine 43.1435  -70.6490
## 7727          Pennsylvania 40.2802  -80.1205
## 7728              New York 40.8325  -72.6616
## 7729                 Texas 32.4056  -99.5039
## 7730              Arkansas 36.2571  -94.4908
## 7731                  Iowa 43.2686  -91.4785
## 7732             Tennessee 36.1005  -87.2117
## 7733             Wisconsin 44.9973  -92.7564
## 7734           Mississippi 32.3303  -90.8190
## 7735               Alabama 34.9236  -86.5671
## 7736             Wisconsin 44.6684  -88.2351
## 7737            New Jersey 40.2607  -74.0263
## 7738                  Ohio 40.2762  -81.5949
## 7739              Colorado 39.3663 -107.0413
## 7740             Minnesota 45.0152  -92.7789
## 7741          Pennsylvania 40.2326  -76.1392
## 7742            California 37.3665 -118.3958
## 7743                 Texas 28.6244 -100.4287
## 7744                  Ohio 39.2035  -84.4283
## 7745            New Jersey 39.9502  -75.0504
## 7746               Florida 26.3359  -80.2125
## 7747                  Iowa 41.2884  -95.9171
## 7748            California 34.1029 -118.0239
## 7749              Kentucky 38.3317  -82.9371
## 7750               Alabama 33.1923  -87.4543
## 7751             Tennessee 36.2217  -82.3292
## 7752               Alabama 33.7758  -86.7964
## 7753           Connecticut 41.2527  -73.1089
## 7754               Georgia 33.7355  -82.7426
## 7755              Delaware 39.0990  -75.5571
## 7756                  Ohio 39.1878  -84.4469
## 7757                 Texas 32.6233  -96.4525
## 7758            California 37.8803 -121.2803
## 7759            New Jersey 38.9804  -74.9509
## 7760              Maryland 38.9439  -76.9571
## 7761                  Ohio 39.4940  -84.2852
## 7762              Maryland 38.8374  -76.7144
## 7763          Pennsylvania 41.0212  -75.8963
## 7764              Michigan 42.4457  -85.6435
## 7765              Delaware 39.1000  -75.5047
## 7766               Arizona 36.1505 -109.5794
## 7767                  Ohio 41.3224  -83.1341
## 7768                  Ohio 39.2362  -84.6802
## 7769             Wisconsin 43.4454  -88.6403
## 7770        North Carolina 35.8478  -81.4867
## 7771             Tennessee 36.5171  -84.5108
## 7772            California 38.4825 -122.8899
## 7773             Wisconsin 42.7338  -88.2489
## 7774         Massachusetts 41.7365  -70.4341
## 7775                Kansas 39.3489 -101.7143
## 7776               Arizona 32.7192 -114.6598
## 7777           Mississippi 33.8963  -89.0031
## 7778                 Texas 29.6627  -95.9352
## 7779              New York 40.8295  -73.6378
## 7780             Tennessee 35.9778  -84.1091
## 7781            California 35.3478 -119.0470
## 7782              New York 41.6047  -73.9772
## 7783               Indiana 38.2461  -87.5734
## 7784              New York 43.4515  -76.5439
## 7785              Maryland 39.5078  -77.6585
## 7786               Indiana 39.0674  -84.9044
## 7787              Maryland 38.4900  -76.7019
## 7788        North Carolina 35.3239  -82.3722
## 7789               Montana 45.7422 -107.6082
## 7790              New York 42.8921  -78.7918
## 7791                  Ohio 39.7987  -83.8904
## 7792              Maryland 38.4450  -75.5662
## 7793                Oregon 45.8378 -119.6937
## 7794              New York 41.3643  -73.9682
## 7795            California 36.6057 -120.1897
## 7796              New York 43.2951  -73.6351
## 7797              New York 42.8282  -78.6342
## 7798               Georgia 34.4860  -83.5497
## 7799              Illinois 42.1723  -87.8951
## 7800                  Ohio 41.0523  -81.3994
## 7801              Illinois 42.1223  -89.2665
## 7802               Florida 27.8961  -82.8444
## 7803                 Texas 29.3746 -100.8306
## 7804               Florida 27.2223  -80.2738
## 7805              Missouri 38.7035  -90.2824
## 7806                 Texas 28.4364  -99.2367
## 7807        North Carolina 34.1538  -78.8737
## 7808             Minnesota 45.0219  -93.7076
## 7809        North Carolina 35.8640  -81.5978
## 7810            Washington 46.2016 -118.9891
## 7811            California 38.6934 -122.0241
## 7812             Wisconsin 44.9597  -90.9423
## 7813            California 37.2902 -120.3217
## 7814               Florida 26.8754  -80.0589
## 7815              Delaware 38.9243  -75.5707
## 7816               Georgia 31.7716  -81.6216
## 7817                 Texas 31.5259  -96.5284
## 7818              Michigan 42.8049  -83.0041
## 7819            California 35.3051 -118.9970
## 7820             Tennessee 36.0399  -84.3285
## 7821              Virginia 38.0170  -77.5593
## 7822                 Texas 31.9603 -106.5760
## 7823              New York 41.3142  -74.2237
## 7824                 Texas 32.7093  -96.0052
## 7825              Colorado 38.4255 -105.2132
## 7826               Arizona 35.7477 -109.0674
## 7827                Alaska 57.8185 -152.3657
## 7828                 Texas 30.1299  -97.4800
## 7829               Georgia 34.9241  -85.3431
## 7830               Florida 28.7377  -81.1143
## 7831            California 39.0287 -121.3900
## 7832                 Texas 33.4423  -94.1345
## 7833                  Ohio 41.2354  -81.6421
## 7834         Massachusetts 41.6846  -70.5082
## 7835                  Ohio 39.2670  -84.5194
## 7836              New York 41.1128  -73.9822
## 7837            Washington 46.9648 -122.6027
## 7838               Georgia 33.3393  -84.1922
## 7839                 Texas 27.7609  -98.2389
## 7840              Michigan 42.1185  -85.5413
## 7841              Illinois 38.2096  -89.9989
## 7842             Minnesota 45.0669  -93.9203
## 7843               Indiana 38.2954  -85.9640
## 7844            Washington 48.7934 -122.5573
## 7845               Indiana 38.0373  -87.3739
## 7846          Pennsylvania 41.3225  -74.8902
## 7847        North Carolina 35.9984  -79.9348
## 7848              Michigan 43.0171  -83.0771
## 7849          Pennsylvania 40.3912  -75.9509
## 7850             Louisiana 31.6914  -92.1298
## 7851             Tennessee 35.5515  -87.5539
## 7852               Georgia 31.5987  -83.2498
## 7853              Virginia 36.9314  -82.6262
## 7854                 Texas 29.5765  -95.0561
## 7855                  Iowa 41.0268  -92.8038
## 7856             Minnesota 44.2950  -92.6736
## 7857               Indiana 41.2910  -86.6212
## 7858            California 38.0706 -120.5501
## 7859                 Texas 26.1168  -97.4875
## 7860              New York 43.1882  -77.8067
## 7861          Pennsylvania 40.3370  -79.8720
## 7862               Florida 27.3578  -82.4942
## 7863            California 36.6997 -119.1995
## 7864           Mississippi 32.3455  -89.6572
## 7865          South Dakota 42.4920  -96.4870
## 7866                Alaska 64.5213 -165.4053
## 7867             Tennessee 35.7250  -83.4938
## 7868                Kansas 38.1833  -99.1012
## 7869              Kentucky 38.5116  -82.6996
## 7870           Puerto Rico 18.4371  -66.5566
## 7871              New York 43.1240  -75.2967
## 7872               Florida 29.8274  -85.3075
## 7873                 Idaho 43.9648 -111.6841
## 7874        South Carolina 34.9835  -81.9260
## 7875              Oklahoma 35.8145  -94.6317
## 7876              Illinois 39.9259  -88.9641
## 7877              Illinois 40.7460  -88.5158
## 7878               Indiana 38.5572  -86.4698
## 7879                 Texas 29.1422  -95.6491
## 7880            California 37.2563 -121.9287
## 7881                 Texas 32.6561  -97.3406
## 7882           Puerto Rico 18.4530  -66.5381
## 7883                  Iowa 43.1145  -94.6800
## 7884                 Texas 29.8671  -95.0537
## 7885        North Carolina 35.3642  -81.9613
## 7886            California 40.3608 -122.2102
## 7887        North Carolina 36.0717  -75.7184
## 7888        South Carolina 32.4681  -80.9178
## 7889            California 38.3274 -122.4871
## 7890           Mississippi 31.8646  -90.3929
## 7891               Indiana 38.0240  -87.5120
## 7892            New Jersey 40.3018  -74.7378
## 7893              Arkansas 34.7736  -90.7674
## 7894              Kentucky 39.0631  -84.4715
## 7895               Florida 28.7590  -81.6341
## 7896               Indiana 41.1535  -87.2881
## 7897           Puerto Rico 18.4225  -66.2391
## 7898        South Carolina 34.4476  -82.3950
## 7899          Pennsylvania 39.9991  -75.7517
## 7900               Alabama 32.4609  -85.0877
## 7901        North Carolina 35.0959  -78.7862
## 7902        North Carolina 35.5845  -81.2240
## 7903                  Utah 39.1569 -111.8135
## 7904             Wisconsin 45.1033  -91.4915
## 7905              New York 43.0742  -76.0083
## 7906               Alabama 31.9110  -87.7419
## 7907               Florida 27.8417  -81.6952
## 7908        North Carolina 35.2688  -81.1013
## 7909              Arkansas 35.8847  -90.1652
## 7910                 Texas 32.4024  -98.8176
## 7911               Georgia 32.8565  -84.6329
## 7912             Louisiana 30.8480  -90.1459
## 7913             Tennessee 36.0663  -88.1047
## 7914               Florida 28.9273  -81.6650
## 7915                Oregon 44.2719 -123.1656
## 7916               Florida 28.5731  -82.3744
## 7917               Georgia 34.0379  -84.5826
## 7918              Kentucky 37.5331  -84.6602
## 7919               Arizona 33.8234 -111.9161
## 7920            Washington 46.8018 -123.0118
## 7921            New Jersey 39.9418  -74.2087
## 7922             Wisconsin 45.4015  -91.8476
## 7923            California 40.5610 -123.1298
## 7924             Wisconsin 44.0391  -88.7378
## 7925              Illinois 42.1655  -88.0864
## 7926            New Jersey 39.6503  -75.3251
## 7927            California 34.7477 -120.5190
## 7928                 Texas 29.0463  -95.6988
## 7929            California 38.8916 -120.9849
## 7930        North Carolina 34.4346  -77.5644
## 7931              Michigan 43.2201  -85.5535
## 7932               Florida 28.7850  -82.1258
## 7933              Arkansas 36.3858  -90.2016
## 7934           Puerto Rico 18.4245  -66.6765
## 7935             Minnesota 45.9775  -94.8630
## 7936                 Texas 31.3918 -102.3503
## 7937               Indiana 39.8705  -86.4654
## 7938               Indiana 41.2199  -85.0193
## 7939                 Texas 28.8176  -97.8518
## 7940                 Texas 32.4755  -97.1663
## 7941                Nevada 36.2466 -115.0571
## 7942            New Jersey 39.0033  -74.8006
## 7943                 Idaho 42.9373 -114.7134
## 7944             Wisconsin 44.2486  -91.4916
## 7945            Washington 47.9618 -122.0944
## 7946            Washington 47.8292 -122.1451
## 7947                  Utah 39.5406 -111.4560
## 7948              Missouri 39.7978  -91.5265
## 7949            California 35.0139 -118.1896
## 7950          Pennsylvania 40.0396  -75.4439
## 7951             Minnesota 47.0302  -91.6752
## 7952             Minnesota 45.6757  -94.8128
## 7953            California 36.8688 -121.7317
## 7954             Wisconsin 44.2642  -88.3064
## 7955              Missouri 38.6301  -90.4190
## 7956          Pennsylvania 41.6631  -78.8094
## 7957              Arkansas 36.1328  -94.1757
## 7958            California 40.6427 -122.2460
## 7959        North Carolina 35.5477  -80.6113
## 7960                Hawaii 21.3633 -158.0410
## 7961            California 38.6665 -120.9371
## 7962               Montana 46.6974 -111.9428
## 7963              New York 40.8783  -73.5884
## 7964        North Carolina 34.6957  -77.1367
## 7965                  Ohio 41.1424  -84.5824
## 7966            California 36.5854 -121.9434
## 7967            Washington 46.3454 -120.1925
## 7968              New York 41.9042  -73.9778
## 7969               Florida 30.7752  -85.5406
## 7970          Pennsylvania 40.7480  -75.2913
## 7971                Oregon 43.8366 -121.4646
## 7972                  Iowa 42.6662  -93.9024
## 7973            California 32.6394 -116.4744
## 7974                 Maine 43.2321  -70.7963
## 7975               Georgia 34.4362  -84.1250
## 7976              Illinois 40.4665  -88.3788
## 7977        North Carolina 35.8162  -81.2962
## 7978                 Idaho 42.5599 -113.7624
## 7979                 Texas 33.1608  -96.3603
## 7980              Nebraska 42.4610  -98.6465
## 7981                  Ohio 39.2749  -84.3266
## 7982          Pennsylvania 40.0385  -75.3729
## 7983                 Texas 28.6573 -100.4220
## 7984              Illinois 40.8038  -90.4009
## 7985                  Ohio 41.0941  -81.3482
## 7986                 Texas 29.7056  -96.5571
## 7987             Tennessee 35.0782  -86.5834
## 7988                  Iowa 43.2827  -92.8113
## 7989                Kansas 38.3462  -98.2045
## 7990                Kansas 39.0141  -94.6172
## 7991              Illinois 39.9914  -88.2625
## 7992        North Carolina 36.1424  -81.1740
## 7993                  Ohio 41.3669  -81.5036
## 7994               Florida 29.6441  -81.4571
## 7995              New York 40.9138  -73.4616
## 7996          Pennsylvania 40.8126  -76.1382
## 7997             Tennessee 35.0663  -85.6227
## 7998                 Texas 26.1872  -98.0189
## 7999          Pennsylvania 40.6561  -78.7783
## 8000            California 37.8867 -122.0368
## 8001              Illinois 42.3415  -88.0686
## 8002             Tennessee 35.3381  -84.5282
## 8003              Illinois 41.2932  -89.0710
## 8004               Florida 26.6461  -80.0752
## 8005               Florida 28.2520  -82.1654
## 8006             Minnesota 45.8768  -93.2914
## 8007                  Ohio 39.9888  -81.1728
## 8008          Pennsylvania 40.8673  -77.7439
## 8009                  Utah 39.3623 -112.5471
## 8010                 Idaho 44.9076 -116.1124
## 8011        North Carolina 35.6873  -80.8830
## 8012               Wyoming 42.0517 -104.9595
## 8013                 Texas 31.7394  -99.9559
## 8014               Georgia 33.4275  -82.3131
## 8015               Alabama 30.6812  -87.7416
## 8016              Arkansas 36.0173  -94.0252
## 8017                  Ohio 40.9266  -81.4015
## 8018            California 37.3503 -122.0979
## 8019          Pennsylvania 40.5376  -78.3542
## 8020        North Carolina 35.5205  -80.6644
## 8021            California 37.9488 -120.6352
## 8022              New York 42.6879  -73.6449
## 8023              Arkansas 35.4991  -93.8438
## 8024            New Jersey 39.5973  -74.3306
## 8025                  Ohio 39.2702  -84.5693
## 8026            California 35.6378 -118.4820
## 8027             Tennessee 36.3775  -86.6168
## 8028           Puerto Rico 18.4450  -67.1363
## 8029               Florida 26.5506  -82.0979
## 8030           Connecticut 41.8189  -72.9220
## 8031                  Ohio 41.3427  -81.5285
## 8032              Virginia 37.8232  -79.8250
## 8033            New Jersey 40.6684  -74.8940
## 8034           Connecticut 41.1742  -73.3461
## 8035              Kentucky 37.4042  -86.8741
## 8036                  Ohio 39.9716  -80.7510
## 8037               Arizona 34.7389 -111.9086
## 8038               Florida 27.7120  -80.4254
## 8039            California 37.9574 -120.4110
## 8040             Wisconsin 44.5142  -88.3271
## 8041              New York 40.8069  -73.1711
## 8042              Missouri 39.3080  -91.4892
## 8043           Mississippi 34.3655  -89.5379
## 8044                  Ohio 39.3828  -84.3542
## 8045            New Jersey 39.7696  -75.1443
## 8046               Georgia 33.5687  -83.1872
## 8047        North Carolina 34.9116  -79.7661
## 8048            Washington 47.7564 -122.5158
## 8049            California 39.0029 -121.0303
## 8050            California 37.9654 -122.3306
## 8051        South Carolina 34.8856  -80.9541
## 8052              Michigan 42.9127  -83.9890
## 8053            Washington 47.2477 -122.6256
## 8054               Florida 26.1032  -81.7297
## 8055            New Jersey 39.0193  -74.8787
## 8056            Washington 46.7370 -119.9043
## 8057          Pennsylvania 40.0915  -75.1463
## 8058              Oklahoma 36.6985  -95.6372
## 8059          Pennsylvania 40.3459  -79.6693
## 8060             Tennessee 35.8042  -87.4577
## 8061              Illinois 39.8456  -89.5363
## 8062              Nebraska 41.4051  -99.6408
## 8063        North Carolina 35.4082  -78.7414
## 8064               Georgia 31.1267  -84.1515
## 8065          Pennsylvania 40.8676  -75.2534
## 8066               Florida 26.2279  -81.7280
## 8067                Oregon 44.6198 -123.9341
## 8068              Arkansas 33.8182  -92.4174
## 8069            New Jersey 40.9141  -74.7027
## 8070              Arkansas 36.4291  -94.3712
## 8071            California 33.3342 -118.3315
## 8072              New York 40.8254  -73.5363
## 8073             Wisconsin 44.2981  -90.8420
## 8074        North Carolina 34.3292  -77.9141
## 8075              New York 41.7650  -73.8977
## 8076             Minnesota 47.4637  -92.5444
## 8077                Kansas 38.5774  -97.6738
## 8078               Georgia 32.9369  -84.3406
## 8079             Minnesota 45.4498  -94.1995
## 8080                 Texas 26.1097  -97.2968
## 8081            Washington 47.4913 -120.3493
## 8082               Alabama 31.4342  -86.9723
## 8083            California 38.0054 -121.3340
## 8084            Washington 48.0316 -122.7890
## 8085            California 37.2405 -121.9881
## 8086                  Ohio 39.0658  -84.3840
## 8087             Minnesota 45.1579  -93.6634
## 8088           Puerto Rico 18.3879  -66.2508
## 8089            New Jersey 39.8233  -75.2782
## 8090                  Ohio 40.9497  -83.3831
## 8091              Oklahoma 34.7849  -98.3010
## 8092               Indiana 38.7133  -85.4725
## 8093               Alabama 34.1537  -85.6689
## 8094                  Ohio 39.1429  -84.3783
## 8095              Illinois 41.8650  -90.1593
## 8096                 Texas 29.5861  -98.5563
## 8097            California 37.6432 -120.9073
## 8098               Florida 26.5652  -80.0611
## 8099               Georgia 31.2954  -82.2453
## 8100                  Ohio 39.2279  -84.4565
## 8101               Georgia 33.7699  -84.2648
## 8102                  Ohio 41.1803  -83.6695
## 8103             Wisconsin 43.2722  -89.7312
## 8104            California 37.4339 -122.2034
## 8105              Michigan 42.8218  -83.2563
## 8106            Washington 47.9420 -121.9924
## 8107               Arizona 32.6091 -110.6415
## 8108          Pennsylvania 40.7025  -80.2838
## 8109          South Dakota 45.2195  -96.6338
## 8110                 Texas 29.5879  -96.3282
## 8111              Arkansas 35.0058  -91.9895
## 8112               Indiana 40.1320  -86.2198
## 8113        North Carolina 35.6828  -81.3683
## 8114              Colorado 39.5483 -107.6531
## 8115               Florida 28.5013  -81.3878
## 8116                  Ohio 39.0853  -84.3608
## 8117            California 33.9223 -116.4401
## 8118              Virginia 37.3566  -79.9055
## 8119              Oklahoma 34.3708  -99.0008
## 8120           Connecticut 41.2761  -73.2536
## 8121        South Carolina 34.8789  -81.9646
## 8122              Nebraska 41.8379  -96.7057
## 8123               Florida 27.1241  -82.4354
## 8124            Washington 45.8192 -120.8233
## 8125               Alabama 34.5246  -86.8856
## 8126           Mississippi 33.4521  -88.3399
## 8127              Nebraska 40.9242 -100.1540
## 8128                Oregon 43.0227 -123.2812
## 8129           Connecticut 41.3852  -71.9851
## 8130        North Carolina 35.1545  -80.5345
## 8131                 Texas 30.0791  -93.7598
## 8132            Washington 45.8601 -122.6756
## 8133               Florida 30.3757  -87.0573
## 8134              New York 41.5281  -74.0234
## 8135                 Texas 32.3685  -96.1138
## 8136                Hawaii 19.5366 -155.1590
## 8137            California 37.0392 -122.0808
## 8138         West Virginia 38.2864  -80.8409
## 8139            Washington 47.8979 -122.5579
## 8140          Pennsylvania 40.1768  -75.5466
## 8141               Georgia 34.5970  -83.7622
## 8142              Missouri 37.8694  -94.0196
## 8143                  Ohio 40.3244  -80.6173
## 8144              Virginia 38.9752  -78.0482
## 8145              Maryland 38.8539  -76.7978
## 8146             Minnesota 46.5999  -95.5771
## 8147             Minnesota 44.1648  -92.1697
## 8148         West Virginia 39.4504  -80.1552
## 8149        North Carolina 35.2678  -82.4526
## 8150                  Ohio 39.6894  -84.6900
## 8151                  Utah 39.2668 -111.6351
## 8152              Illinois 42.4448  -87.9202
## 8153             Wisconsin 43.1835  -88.9899
## 8154               Alabama 32.4396  -86.0857
## 8155                 Maine 44.0289  -70.1076
## 8156             Minnesota 44.2990  -94.7234
## 8157                  Iowa 43.0563  -92.3153
## 8158              Colorado 40.1235 -102.7161
## 8159                 Texas 31.7822  -97.5824
## 8160               Alabama 31.4172  -86.0759
## 8161           Puerto Rico 18.0222  -66.7898
## 8162                 Idaho 43.6867 -114.3730
## 8163              Virginia 38.3443  -77.0624
## 8164        South Carolina 34.6451  -82.7818
## 8165               Indiana 41.6696  -85.7075
## 8166             Wisconsin 43.1416  -88.3082
## 8167               Florida 28.5535  -81.6360
## 8168               Florida 27.9927  -82.2198
## 8169              Nebraska 40.3894  -95.8436
## 8170              Arkansas 34.6076  -92.3186
## 8171         West Virginia 39.2123  -77.8105
## 8172         Massachusetts 41.6677  -70.1358
## 8173                 Texas 33.5067  -96.6155
## 8174          Pennsylvania 41.7458  -77.3031
## 8175            California 33.2237 -117.1198
## 8176             Minnesota 46.2662  -96.5850
## 8177          Pennsylvania 40.9202  -77.0465
## 8178               Georgia 31.5432  -82.4745
## 8179                 Texas 32.8481  -96.3910
## 8180                  Ohio 41.4422  -81.4293
## 8181            California 34.6861 -120.4404
## 8182            Washington 46.2622 -119.4812
## 8183             Louisiana 32.6027  -93.8832
## 8184               Alabama 30.4717  -88.3450
## 8185              Missouri 39.3636  -93.4955
## 8186            California 36.9279 -119.8773
## 8187              New York 41.2425  -73.9424
## 8188               Florida 30.1812  -85.6268
## 8189                  Ohio 39.0884  -84.5949
## 8190               Florida 30.4396  -87.2300
## 8191          Pennsylvania 40.4975  -79.9475
## 8192                 Texas 32.0875  -98.3392
## 8193                 Texas 33.6659  -95.4768
## 8194              Missouri 38.2331  -90.5671
## 8195               Florida 26.6428  -81.0937
## 8196               Florida 27.0739  -82.4125
## 8197                Oregon 45.1819 -122.8072
## 8198                 Texas 29.5603 -104.3653
## 8199              Maryland 38.8054  -76.8744
## 8200            New Jersey 40.8985  -74.7019
## 8201              Illinois 38.5367  -89.7071
## 8202               Alabama 33.6470  -85.5698
## 8203               Arizona 34.5018 -109.3784
## 8204              Maryland 38.2054  -75.6970
## 8205             Louisiana 30.9540  -92.1884
## 8206            California 38.0123 -120.2697
## 8207          Pennsylvania 40.4818  -79.9736
## 8208              New York 40.7599  -73.1680
## 8209            California 36.9770 -121.9176
## 8210          Pennsylvania 40.2644  -75.6093
## 8211             Wisconsin 43.5932  -89.7841
## 8212              Oklahoma 35.0246  -99.0875
## 8213                 Texas 30.6642  -97.8328
## 8214                 Texas 31.6296  -96.2802
## 8215               Georgia 34.9136  -85.1215
## 8216                  Ohio 41.4414  -81.4743
## 8217             Wisconsin 45.4746  -89.7228
## 8218            Washington 47.3376 -122.7506
## 8219               Georgia 31.7324  -84.1688
## 8220          South Dakota 43.4195 -103.4657
## 8221          Pennsylvania 40.3144  -79.3560
## 8222               Florida 29.1580  -82.5099
## 8223              Illinois 40.7711  -89.4669
## 8224            California 38.0519 -122.2201
## 8225           Puerto Rico 18.4213  -66.6084
## 8226           Connecticut 41.6070  -71.9806
## 8227                 Texas 28.6675  -99.1765
## 8228                Hawaii 21.5362 -158.0194
## 8229               Florida 29.0162  -81.3343
## 8230              Illinois 37.8214  -88.9290
## 8231               Arizona 32.5610 -111.3745
## 8232              Virginia 37.0822  -78.0030
## 8233               Florida 30.4995  -84.4582
## 8234          Pennsylvania 40.4884  -78.7264
## 8235            California 40.7313 -124.1551
## 8236        North Carolina 35.9928  -76.9401
## 8237            New Jersey 41.1856  -74.3787
## 8238        North Carolina 34.7380  -77.9908
## 8239                  Iowa 42.1866  -93.5863
## 8240           Connecticut 41.1225  -73.3516
## 8241              Michigan 46.2688  -84.4568
## 8242              Colorado 39.3987 -104.6355
## 8243                Kansas 39.8432  -96.6387
## 8244          Pennsylvania 40.1267  -76.2184
## 8245              New York 42.7435  -78.9027
## 8246            California 36.9403 -121.7953
## 8247              New York 43.9837  -75.6021
## 8248            California 37.0255 -121.8559
## 8249        South Carolina 34.9609  -81.9929
## 8250                Oregon 45.0695 -122.7972
## 8251               Indiana 41.3247  -87.2018
## 8252              Virginia 37.1235  -79.2856
## 8253                  Ohio 41.7722  -81.0529
## 8254          Pennsylvania 40.5409  -79.7819
## 8255             Louisiana 29.9406  -90.6893
## 8256            New Mexico 34.8283 -106.6859
## 8257                Kansas 37.4581  -94.7012
## 8258            Washington 47.0055 -123.4112
## 8259              Michigan 42.2148  -85.8919
## 8260               Alabama 32.1395  -85.7141
## 8261              Maryland 38.9559  -76.1947
## 8262             Louisiana 32.4707  -91.7576
## 8263            California 40.7219 -124.1987
## 8264          Pennsylvania 40.2111  -75.2745
## 8265            California 40.5023 -124.1105
## 8266          Pennsylvania 41.3157  -75.0515
## 8267          Pennsylvania 40.4113  -79.9856
## 8268              Kentucky 39.0249  -84.5695
## 8269        North Carolina 35.9066  -80.2548
## 8270        North Carolina 35.7997  -80.3765
## 8271            California 38.0070 -122.0873
## 8272             Louisiana 32.7752  -92.4013
## 8273                 Idaho 43.7201 -116.2508
## 8274             Minnesota 45.3152  -95.6058
## 8275         Massachusetts 42.0203  -70.6913
## 8276               Florida 26.7106  -80.2763
## 8277            California 35.3464 -118.9851
## 8278                  Ohio 39.1635  -84.7468
## 8279              Michigan 43.6123  -83.8423
## 8280            California 40.8846 -121.6691
## 8281                 Texas 29.9893  -94.0216
## 8282              Oklahoma 36.7913  -95.9328
## 8283               Vermont 43.6804  -72.3168
## 8284             Wisconsin 45.0560  -87.7471
## 8285            Washington 48.1157 -121.9832
## 8286                 Texas 30.2920  -97.8083
## 8287            Washington 47.9527 -124.3903
## 8288              Oklahoma 35.4147  -94.5137
## 8289              Illinois 42.4023  -88.2115
## 8290               Georgia 33.0021  -83.5374
## 8291                 Texas 31.2803  -94.5770
## 8292               Florida 30.6977  -84.8341
## 8293            Washington 47.4441 -122.0972
## 8294           Connecticut 41.3256  -73.2674
## 8295              Oklahoma 35.8417  -94.9734
## 8296              Colorado 39.7181 -104.3195
## 8297          Pennsylvania 40.0329  -75.5146
## 8298          Pennsylvania 40.4447  -80.0685
## 8299               Indiana 37.9494  -87.4053
## 8300             Louisiana 30.1957  -93.5818
## 8301              Virginia 37.5519  -76.8017
## 8302               Alabama 33.7601  -85.8117
## 8303              Arkansas 34.6185  -92.4512
## 8304               Georgia 32.7270  -82.7191
## 8305            New Jersey 41.0273  -74.0956
## 8306              Michigan 46.4832  -87.3569
## 8307                  Ohio 41.5502  -81.4369
## 8308            California 36.1461 -119.0644
## 8309              New York 40.9093  -72.6695
## 8310                  Ohio 39.2173  -84.4031
## 8311               Florida 30.3865  -86.9944
## 8312               Georgia 33.0523  -83.2440
## 8313            California 34.5044 -118.3160
## 8314                 Texas 33.8420 -101.8162
## 8315               Alabama 33.2802  -87.1259
## 8316               Indiana 40.1995  -84.8206
## 8317               Alabama 34.4844  -87.2833
## 8318          Pennsylvania 40.6872  -80.4783
## 8319            California 37.9450 -122.3140
## 8320                  Utah 38.2759 -112.6383
## 8321                 Texas 32.9557  -95.2909
## 8322                 Texas 29.8100  -97.9103
## 8323           Puerto Rico 18.3029  -66.2498
## 8324            California 38.3963 -122.3671
## 8325               Florida 27.9061  -82.6813
## 8326         Massachusetts 41.6850  -70.9064
## 8327                 Texas 30.1840  -95.4557
## 8328                  Ohio 41.7384  -80.7689
## 8329        South Carolina 34.7904  -82.6961
## 8330              Michigan 42.3642  -85.2664
## 8331                Hawaii 22.2108 -159.3965
## 8332          Pennsylvania 41.4687  -79.1181
## 8333          Pennsylvania 40.2796  -75.6405
## 8334                  Ohio 38.8186  -82.1934
## 8335                 Texas 33.2253  -96.9371
## 8336            California 38.2975 -122.4915
## 8337              Illinois 40.0439  -87.6389
## 8338            New Jersey 39.7666  -75.0613
## 8339                  Iowa 42.0800  -91.6763
## 8340           Mississippi 34.1622  -89.6300
## 8341                  Utah 37.6213 -109.5073
## 8342         Massachusetts 41.8620  -70.9411
## 8343                Kansas 39.4699  -95.7319
## 8344            Washington 47.6187 -117.6484
## 8345          Pennsylvania 40.2016  -74.9706
## 8346                 Maine 43.1287  -70.7952
## 8347         West Virginia 38.5042  -81.6398
## 8348               Florida 29.0927  -80.9472
## 8349            New Jersey 40.5519  -74.2581
## 8350              Illinois 39.5060  -89.7711
## 8351                  Ohio 41.1684  -80.8590
## 8352            New Jersey 40.9622  -73.9976
## 8353             Tennessee 36.1169  -89.2713
## 8354          Pennsylvania 40.2113  -76.1180
## 8355              New York 43.0085  -78.6309
## 8356                 Texas 30.0665  -95.9278
## 8357            California 34.4976 -117.3472
## 8358          Pennsylvania 40.6710  -75.4961
## 8359                 Texas 32.3569  -94.6513
## 8360                Nevada 38.9632 -119.7683
## 8361               Arizona 32.6085 -110.7826
## 8362            New Jersey 40.4730  -74.5334
## 8363             Wisconsin 44.7364  -92.4806
## 8364              Arkansas 34.9022  -94.0953
## 8365        North Carolina 36.2251  -80.2973
## 8366               Indiana 39.0597  -86.5108
## 8367             Louisiana 30.2355  -92.8135
## 8368             Tennessee 35.2352  -89.3869
## 8369              Missouri 38.9400  -90.9254
## 8370        North Carolina 36.0415  -77.9064
## 8371                Oregon 44.7171 -123.0068
## 8372             Louisiana 30.2393  -93.0130
## 8373        South Carolina 34.8856  -82.7104
## 8374            California 39.0141 -122.0610
## 8375               Arizona 34.0286 -114.2224
## 8376             Minnesota 45.2599  -94.1205
## 8377              Illinois 42.2671  -89.2340
## 8378                  Iowa 41.6683  -92.0103
## 8379            California 38.0386 -121.2456
## 8380        South Carolina 34.0189  -80.4297
## 8381              Maryland 38.9928  -76.9132
## 8382        South Carolina 34.7324  -82.4407
## 8383        North Carolina 35.0849  -80.6349
## 8384         West Virginia 37.7032  -81.0914
## 8385        North Carolina 35.8588  -76.7487
## 8386                 Idaho 43.6014 -111.1108
## 8387              Oklahoma 36.4219  -96.3930
## 8388            Washington 48.1665 -122.3448
## 8389              Michigan 43.8259  -84.7630
## 8390                  Utah 40.7359 -111.4708
## 8391             Minnesota 43.6265  -94.9891
## 8392           Mississippi 31.1619  -90.4670
## 8393              Illinois 38.9222  -89.9360
## 8394              Michigan 41.8311  -83.8635
## 8395            California 36.9583 -121.7805
## 8396              New York 42.1716  -75.8586
## 8397              New York 41.1891  -74.0543
## 8398              Colorado 38.4213 -105.0004
## 8399              Oklahoma 35.4040  -94.5976
## 8400                 Texas 26.3048  -98.0286
## 8401           Puerto Rico 18.4734  -66.3346
## 8402               Georgia 30.9941  -83.3786
## 8403                 Texas 30.7509  -98.6763
## 8404          Pennsylvania 41.0845  -75.4154
## 8405            California 33.7146 -117.0775
## 8406             Louisiana 29.8314  -90.0211
## 8407          Pennsylvania 40.3222  -75.9950
## 8408          Pennsylvania 40.3369  -76.4480
## 8409                 Idaho 45.9260 -116.1224
## 8410        North Carolina 35.6986  -80.4254
## 8411              Kentucky 37.5668  -85.7354
## 8412            California 36.5528 -121.9222
## 8413               Florida 27.8923  -82.8074
## 8414             Tennessee 36.5330  -82.3290
## 8415              Missouri 39.4413  -91.0626
## 8416             Wisconsin 43.1437  -90.6948
## 8417           Connecticut 41.0225  -73.6564
## 8418              New York 43.1007  -75.2932
## 8419            Washington 47.2985 -122.1335
## 8420                 Texas 32.1451  -95.3196
## 8421        South Carolina 34.8203  -82.4225
## 8422          Pennsylvania 40.3846  -79.7576
## 8423          Pennsylvania 40.8660  -75.8322
## 8424               Florida 28.8964  -82.5991
## 8425          Pennsylvania 39.8486  -79.9085
## 8426              Illinois 38.6217  -89.3734
## 8427            Washington 47.1417 -119.3260
## 8428             Louisiana 32.8132  -91.1825
## 8429              Kentucky 37.6869  -87.8878
## 8430                  Ohio 40.9618  -81.3348
## 8431              Virginia 37.9593  -75.3495
## 8432                Oregon 43.1141 -124.4158
## 8433             Wisconsin 43.2361  -87.9785
## 8434              New York 40.6814  -73.6233
## 8435               Wyoming 43.8510 -104.2123
## 8436         Massachusetts 41.6666  -70.8056
## 8437          Pennsylvania 39.7455  -77.5437
## 8438               Florida 30.6855  -87.0522
## 8439             Minnesota 47.9054  -91.8517
## 8440                Oregon 45.5974 -122.9948
## 8441             Wisconsin 44.1758  -88.0707
## 8442            California 40.5658 -122.2425
## 8443              Michigan 42.2113  -86.2759
## 8444           Puerto Rico 18.2573  -66.1061
## 8445              New York 42.4755  -73.8112
## 8446               Alabama 32.6318  -87.3172
## 8447        North Carolina 35.4651  -82.5719
## 8448         Massachusetts 41.7392  -70.1577
## 8449                 Texas 28.8858  -97.9002
## 8450            Washington 47.2820 -122.2504
## 8451             Wisconsin 43.0812  -88.7702
## 8452                  Ohio 39.8027  -84.2460
## 8453              Missouri 39.1433  -94.3994
## 8454          Pennsylvania 41.9515  -76.5187
## 8455              New York 42.6242  -79.0786
## 8456              Oklahoma 35.9785  -97.0301
## 8457          Rhode Island 41.4281  -71.4668
## 8458               Indiana 40.8770  -85.1683
## 8459              Kentucky 37.9161  -83.2668
## 8460              New York 42.4612  -78.9339
## 8461                Hawaii 21.0905 -156.9981
## 8462          South Dakota 43.6210  -96.9424
## 8463            New Jersey 41.1485  -74.5736
## 8464         Massachusetts 41.7051  -70.1537
## 8465          Pennsylvania 40.4326  -79.2599
## 8466                Alaska 56.7566 -132.8727
## 8467           Connecticut 41.7173  -71.8757
## 8468             Minnesota 46.4442  -92.7654
## 8469              Illinois 40.9070  -90.2857
## 8470        North Carolina 35.4193  -80.9998
## 8471            New Jersey 40.1679  -74.6523
## 8472              Delaware 38.7776  -75.1450
## 8473            Washington 48.1180 -122.1112
## 8474                  Iowa 43.3336  -95.1478
## 8475              New York 42.9009  -73.3500
## 8476              Arkansas 35.2894  -93.7252
## 8477           Mississippi 34.5071  -88.6416
## 8478               Montana 48.5706 -113.0267
## 8479             Minnesota 43.6409  -94.1005
## 8480                Kansas 39.8519  -95.5380
## 8481          Pennsylvania 40.0300  -79.9633
## 8482             Tennessee 36.0284  -83.4308
## 8483          Pennsylvania 40.1592  -77.1391
## 8484                Oregon 43.7451 -122.4638
## 8485             Wisconsin 42.6168  -89.3756
## 8486            California 41.3206 -122.3150
## 8487              Oklahoma 36.1306  -96.3340
## 8488             Wisconsin 43.8261  -87.8232
## 8489        North Carolina 35.5107  -76.9898
## 8490        South Carolina 33.6665  -79.8292
## 8491               Florida 29.2018  -82.3098
## 8492               Arizona 32.2515 -109.8359
## 8493           Connecticut 41.3258  -72.1952
## 8494          Pennsylvania 40.6079  -79.7411
## 8495                Alaska 64.6741 -147.0605
## 8496          Pennsylvania 42.1369  -80.0123
## 8497             Minnesota 45.6875  -92.9655
## 8498             Minnesota 44.4450  -93.5797
## 8499                Oregon 45.2759 -123.0070
## 8500               Arizona 35.2476 -112.1834
## 8501              Illinois 39.7025  -90.2292
## 8502              Illinois 42.0912  -88.3138
## 8503        South Carolina 34.3718  -81.0907
## 8504            Washington 48.9507 -122.1484
## 8505              Illinois 40.2950  -90.0566
## 8506          Pennsylvania 40.5165  -75.5545
## 8507          Pennsylvania 40.2781  -76.8483
## 8508                 Texas 26.1517  -98.1079
## 8509               Alabama 32.5982  -88.1891
## 8510            California 37.5184 -122.5036
## 8511             Wisconsin 42.7155  -88.0097
## 8512              Missouri 37.6444  -93.0970
## 8513              Arkansas 36.4134  -90.5839
## 8514              Arkansas 35.9355  -94.1800
## 8515                  Ohio 40.7306  -81.1023
## 8516               Georgia 33.1674  -84.9027
## 8517              Delaware 38.7750  -75.3102
## 8518          Pennsylvania 40.2017  -74.8873
## 8519                Kansas 39.4645  -98.1082
## 8520                Hawaii 21.5660 -158.1199
## 8521              Oklahoma 35.4895  -98.3575
## 8522             Wisconsin 44.6058  -87.4465
## 8523            Washington 48.1041 -123.3694
## 8524        North Carolina 34.9902  -79.0694
## 8525                Kansas 38.2845  -95.2408
## 8526               Florida 28.0668  -80.5610
## 8527              Michigan 42.0705  -83.2430
## 8528                 Texas 32.3065  -95.4781
## 8529        South Carolina 34.9620  -82.0937
## 8530           Mississippi 32.3296  -89.1534
## 8531                 Idaho 46.4866 -116.2572
## 8532            Washington 47.5175 -120.4670
## 8533              Missouri 39.8388  -94.8205
## 8534          South Dakota 45.5409 -100.4349
## 8535          Pennsylvania 40.4940  -79.9249
## 8536               Alabama 32.9421  -87.1753
## 8537          Pennsylvania 40.3287  -75.8897
## 8538          Pennsylvania 39.9811  -76.6306
## 8539              Colorado 39.3042 -102.2712
## 8540              Illinois 42.4218  -90.4293
## 8541               Alabama 33.8149  -86.8157
## 8542               Georgia 31.7713  -84.7940
## 8543            New Jersey 39.8987  -74.7059
## 8544            New Mexico 35.9981 -105.9413
## 8545                Oregon 42.4219 -123.3915
## 8546         Massachusetts 41.7550  -70.6128
## 8547              Missouri 38.0671  -91.4057
## 8548            California 34.5903 -118.1535
## 8549               Florida 27.5883  -80.3435
## 8550               Florida 29.4193  -81.3231
## 8551               Florida 28.4560  -81.4465
## 8552             Wisconsin 44.1763  -88.2756
## 8553        North Carolina 35.9666  -78.1960
## 8554            New Mexico 32.1278 -106.6571
## 8555                Alaska 66.8766 -162.5231
## 8556              Virginia 37.4053  -76.5260
## 8557            New Jersey 40.3364  -73.9863
## 8558              Michigan 42.8199  -84.4544
## 8559          Pennsylvania 39.7329  -77.7247
## 8560             Wisconsin 45.4606  -91.0973
## 8561             Louisiana 31.6343  -91.5562
## 8562            California 36.0572 -119.3135
## 8563             Minnesota 44.1636  -93.8823
## 8564              New York 40.8434  -73.7014
## 8565               Montana 48.1990 -106.6321
## 8566            Washington 47.1330 -122.4923
## 8567                  Iowa 40.8215  -91.1755
## 8568               Georgia 33.7335  -85.2859
## 8569           Puerto Rico 17.9793  -66.2255
## 8570        North Carolina 35.3585  -79.7816
## 8571              Virginia 37.0783  -79.6525
## 8572             Wisconsin 43.3154  -89.5367
## 8573        North Carolina 34.6219  -78.6074
## 8574            Washington 47.6226 -122.7193
## 8575               Alabama 34.4357  -88.1361
## 8576         Massachusetts 41.7192  -70.6060
## 8577                  Ohio 40.5787  -81.0907
## 8578        South Carolina 33.3152  -81.1364
## 8579              Maryland 39.0927  -76.6511
## 8580                 Texas 27.5852  -97.7975
## 8581            Washington 46.6594 -120.6025
## 8582                 Texas 30.2818  -97.8681
## 8583                 Texas 32.4890  -95.4578
## 8584              Missouri 36.6786  -93.8682
## 8585              Illinois 39.9774  -87.6354
## 8586             Wisconsin 44.3263  -88.1756
## 8587            California 40.7657 -124.1445
## 8588                Oregon 43.8779 -116.9956
## 8589        South Carolina 34.0009  -81.7713
## 8590              Missouri 38.4676  -90.8854
## 8591             Wisconsin 43.9491  -88.0942
## 8592            California 34.4504 -118.6717
## 8593              Oklahoma 36.3008  -96.4635
## 8594               Alabama 34.0632  -86.7645
## 8595                  Ohio 41.1636  -80.7233
## 8596              New York 40.7193  -73.2642
## 8597              New York 41.3088  -74.1445
## 8598            California 37.9399 -122.1027
## 8599               Florida 30.4430  -85.0455
## 8600         Massachusetts 42.1229  -72.1089
## 8601              Illinois 41.5204  -88.0345
## 8602          Pennsylvania 41.0695  -80.0580
## 8603          Pennsylvania 40.1979  -80.3001
## 8604             Louisiana 30.0646  -90.7124
## 8605                  Utah 40.6028 -112.3214
## 8606              Virginia 38.3489  -77.5036
## 8607              Kentucky 38.9140  -84.4095
## 8608        South Carolina 34.9755  -81.9586
## 8609            California 34.0724 -116.5627
## 8610              Virginia 36.8991  -82.0784
## 8611                  Ohio 40.6042  -80.6550
## 8612              Kentucky 39.0692  -84.5313
## 8613             Louisiana 32.4359  -93.9643
## 8614               Georgia 31.4755  -84.1010
## 8615            Washington 46.4084 -120.2727
## 8616             Louisiana 32.8711  -93.9862
## 8617                  Ohio 39.2434  -84.4570
## 8618              Kentucky 39.0401  -84.4816
## 8619               Florida 24.5914  -81.6574
## 8620              New York 42.4703  -76.4623
## 8621              New York 41.4881  -74.2130
## 8622                 Texas 29.7588  -95.5156
## 8623              Colorado 38.8144 -107.9705
## 8624            Washington 46.9705 -123.7018
## 8625                  Iowa 41.7701  -91.1283
## 8626             Minnesota 45.8368  -92.9682
## 8627              Michigan 44.1918  -84.0467
## 8628                  Ohio 40.5533  -81.9171
## 8629          North Dakota 46.7558  -96.9078
## 8630               Montana 45.2592 -111.3426
## 8631          Pennsylvania 39.9497  -76.7010
## 8632         West Virginia 38.5292  -81.8857
## 8633               Montana 48.5031 -111.8614
## 8634          Pennsylvania 40.4057  -75.5059
## 8635        North Carolina 34.8046  -79.1822
## 8636               Georgia 32.2997  -84.0246
## 8637                 Texas 26.0518  -97.6552
## 8638              New York 41.0773  -73.7778
## 8639          Pennsylvania 40.6585  -75.4952
## 8640              Oklahoma 35.1441  -96.4968
## 8641              Delaware 39.1178  -75.4837
## 8642          Pennsylvania 40.4389  -79.8416
## 8643               Georgia 33.2371  -84.8293
## 8644                  Ohio 38.7917  -83.5441
## 8645               Florida 27.5108  -82.7152
## 8646               Alabama 31.0906  -87.0556
## 8647              Illinois 40.3395  -88.7628
## 8648              Michigan 43.1176  -83.6987
## 8649             Louisiana 30.5410  -91.3885
## 8650                 Texas 29.5994  -98.4841
## 8651          Pennsylvania 40.4313  -79.8839
## 8652        North Carolina 34.9412  -80.6847
## 8653               Indiana 39.0380  -85.6849
## 8654            New Jersey 39.8160  -75.1511
## 8655               Georgia 31.5186  -82.6396
## 8656               Georgia 32.0095  -80.8531
## 8657                 Texas 31.1975  -98.7194
## 8658             Louisiana 30.4490  -93.4456
## 8659           Mississippi 31.2808  -90.4670
## 8660            Washington 47.6304 -122.2180
## 8661          Pennsylvania 40.4079  -79.7765
## 8662               Florida 25.8818  -80.1814
## 8663              Illinois 42.0972  -88.2545
## 8664          Pennsylvania 40.8249  -75.8464
## 8665              Missouri 38.4395  -90.5741
## 8666             Tennessee 35.0111  -85.7183
## 8667        North Carolina 34.5509  -77.9224
## 8668              Michigan 42.9837  -84.1162
## 8669              Kentucky 37.8465  -83.8564
## 8670                Hawaii 19.5860 -155.0713
## 8671              Virginia 38.8661  -77.8453
## 8672                 Idaho 45.1743 -113.8947
## 8673                Kansas 37.6480  -98.1167
## 8674               Florida 28.5190  -82.2918
## 8675             Minnesota 46.7407  -92.2282
## 8676              Oklahoma 35.4292  -96.2998
## 8677            California 34.1573 -117.6592
## 8678            New Mexico 35.1747 -106.4884
## 8679                  Ohio 41.7475  -81.2731
## 8680                  Ohio 40.5532  -82.8280
## 8681              Illinois 38.3541  -89.3770
## 8682                  Ohio 41.2944  -84.7648
## 8683          Pennsylvania 40.3722  -76.3055
## 8684                 Texas 28.3300  -98.1183
## 8685              Oklahoma 34.3860  -96.1317
## 8686        South Carolina 33.9644  -81.0023
## 8687              New York 41.0168  -72.4871
## 8688              New York 42.6402  -73.6033
## 8689        South Carolina 33.2995  -81.0323
## 8690            New Mexico 34.3885 -103.3185
## 8691               Georgia 32.0926  -83.7868
## 8692              Illinois 42.0904  -90.1395
## 8693        South Carolina 33.5274  -81.8144
## 8694         West Virginia 38.8201  -81.7091
## 8695              Nebraska 41.0396  -96.3723
## 8696              Arkansas 35.2312  -93.0654
## 8697          Pennsylvania 40.1567  -76.7947
## 8698            California 39.2607 -121.0231
## 8699        North Carolina 35.9473  -75.6273
## 8700              New York 43.0638  -76.0698
## 8701                  Ohio 39.2589  -84.6342
## 8702          Pennsylvania 40.0929  -76.4279
## 8703            California 37.8710 -122.5137
## 8704                 Texas 31.7421  -98.9366
## 8705               Indiana 38.2130  -86.1257
## 8706                Nevada 38.9554 -119.1101
## 8707                 Texas 32.6776  -95.7114
## 8708                Hawaii 19.5324 -155.0498
## 8709            California 37.0853 -119.4495
## 8710              Missouri 38.7442  -90.2110
## 8711         West Virginia 39.4719  -79.6822
## 8712              New York 40.9582  -72.7395
## 8713          Pennsylvania 41.3058  -75.8418
## 8714           Connecticut 41.7769  -73.0794
## 8715              Colorado 39.2212 -106.9392
## 8716                 Texas 36.0444 -102.0080
## 8717          Pennsylvania 39.8562  -75.3796
## 8718            California 38.5776 -122.4513
## 8719        South Carolina 33.9650  -80.9223
## 8720          South Dakota 43.0270 -102.5524
## 8721            New Jersey 38.9718  -74.8377
## 8722                 Idaho 42.6590 -111.5878
## 8723           Mississippi 34.8077  -88.1978
## 8724              Missouri 38.9020  -94.2626
## 8725          Pennsylvania 41.1225  -75.3582
## 8726          Pennsylvania 39.8254  -75.4253
## 8727          South Dakota 44.1514 -103.3340
## 8728                 Texas 33.8146  -98.1924
## 8729            New Jersey 40.9983  -74.2643
## 8730            New Jersey 40.8408  -74.0590
## 8731                Hawaii 20.8279 -156.9147
## 8732            California 37.2306 -119.5199
## 8733              Virginia 37.3783  -79.8206
## 8734           Connecticut 41.1533  -73.1197
## 8735        North Carolina 34.2893  -77.8025
## 8736              Arkansas 33.8056  -93.3909
## 8737          Pennsylvania 39.8036  -77.0199
## 8738              Oklahoma 36.6769  -97.3235
## 8739           Puerto Rico 18.1848  -66.3102
## 8740                Oregon 42.6117 -122.8179
## 8741                  Iowa 41.9648  -92.5743
## 8742              New York 41.3257  -73.8296
## 8743          North Dakota 47.2665 -101.7734
## 8744               Florida 29.3336  -82.5357
## 8745               Indiana 41.4226  -85.7492
## 8746        North Carolina 36.1205  -75.7328
## 8747               Indiana 41.4598  -87.1497
## 8748                  Iowa 43.1000  -93.6031
## 8749             Louisiana 32.5350  -92.0328
## 8750                Oregon 44.2614 -121.2995
## 8751              New York 40.8621  -73.4506
## 8752              Oklahoma 36.6687  -96.3313
## 8753            California 36.9017 -121.7417
## 8754            California 39.2450 -120.0203
## 8755               Alabama 33.6526  -85.8741
## 8756            Washington 47.8583 -122.3160
## 8757              Maryland 38.6117  -76.6187
## 8758            New Jersey 39.8676  -75.1852
## 8759            California 34.8118 -118.9549
## 8760              New York 41.1575  -73.7660
## 8761              Michigan 43.9837  -84.4876
## 8762                  Ohio 40.2644  -80.9980
## 8763                 Texas 29.5731  -95.0440
## 8764              New York 41.4369  -74.0145
## 8765                 Texas 29.3957  -95.8386
## 8766                  Ohio 40.9700  -81.6954
## 8767                 Texas 29.7269  -94.8549
## 8768        North Carolina 36.0088  -80.1453
## 8769                 Texas 27.8102  -97.0875
## 8770        South Carolina 33.5186  -81.8635
## 8771         Massachusetts 41.7498  -70.7207
## 8772              New York 41.2214  -74.2892
## 8773         West Virginia 37.6741  -82.2709
## 8774          Pennsylvania 40.2604  -76.9094
## 8775              New York 43.0704  -75.5993
## 8776               Georgia 33.6065  -84.3411
## 8777          South Dakota 43.3032  -96.5848
## 8778         West Virginia 38.4026  -82.5822
## 8779              Oklahoma 34.8919  -94.6075
## 8780                 Texas 32.9693  -97.6804
## 8781               Alabama 32.8326  -85.7675
## 8782         West Virginia 37.4455  -81.5721
## 8783               Florida 27.9081  -82.8270
## 8784            California 35.7308 -120.8695
## 8785              New York 41.6416  -73.9287
## 8786                  Ohio 40.0251  -82.6463
## 8787               Montana 48.6344 -112.3304
## 8788           Puerto Rico 18.2667  -65.9621
## 8789            New Jersey 40.6782  -74.4936
## 8790              Kentucky 36.8667  -83.8850
## 8791             Wisconsin 43.6237  -87.7888
## 8792               Georgia 33.5694  -84.7441
## 8793        South Carolina 34.8257  -82.9158
## 8794              Michigan 43.8043  -82.9985
## 8795               Florida 28.5028  -81.5377
## 8796            Washington 47.9101 -122.7006
## 8797          Pennsylvania 40.8443  -79.8939
## 8798              Illinois 42.0484  -89.4294
## 8799              Missouri 40.2684  -94.0282
## 8800                 Texas 30.1570  -95.4421
## 8801              New York 41.1620  -74.1902
## 8802            New Jersey 40.1923  -74.0463
## 8803        South Carolina 34.2202  -80.2483
## 8804               Indiana 40.5834  -86.6668
## 8805              Oklahoma 35.3048  -97.0370
## 8806              Missouri 37.1812  -89.6615
## 8807                  Ohio 41.5864  -83.4930
## 8808            New Jersey 40.4427  -74.2179
## 8809               Florida 25.8935  -80.1258
## 8810          Pennsylvania 40.6538  -79.9394
## 8811              Illinois 41.6330  -87.6673
## 8812             Tennessee 35.3894  -85.0874
## 8813         Massachusetts 42.5352  -71.4727
## 8814            Washington 46.6839 -123.7380
## 8815                  Ohio 40.3947  -84.3789
## 8816                 Texas 30.4140  -97.9280
## 8817              Oklahoma 35.4820  -95.5224
## 8818              Colorado 37.6307 -104.7818
## 8819             Wisconsin 44.3368  -88.6361
## 8820               Florida 28.2759  -82.7254
## 8821            New Jersey 40.9182  -74.5508
## 8822            New Mexico 32.4461 -103.1986
## 8823           Connecticut 41.1491  -73.3764
## 8824            California 38.1911 -120.6763
## 8825              Nebraska 41.1134  -98.0008
## 8826        North Carolina 35.5305  -82.9749
## 8827                 Texas 32.2759  -94.9726
## 8828              Delaware 38.6205  -75.1529
## 8829        North Carolina 36.0041  -80.4306
## 8830            New Jersey 40.7510  -74.1623
## 8831                 Texas 33.3644  -98.7585
## 8832                 Texas 33.0633  -97.1117
## 8833         West Virginia 39.0675  -78.9623
## 8834               Florida 28.6860  -82.1165
## 8835            California 35.0922 -118.6586
## 8836              Missouri 36.7789  -89.3837
## 8837            California 38.9112 -120.8356
## 8838            California 37.8599 -120.1844
## 8839             Minnesota 45.7574  -93.6513
## 8840               Alabama 32.8431  -85.2396
## 8841             Wisconsin 42.5065  -88.3192
## 8842             Tennessee 36.0994  -86.8562
## 8843              Michigan 42.6299  -84.7433
## 8844                  Ohio 40.7529  -81.4684
## 8845        North Carolina 36.1233  -79.3463
## 8846                Hawaii 21.9684 -159.7141
## 8847                 Texas 33.1597  -99.7320
## 8848              Oklahoma 35.2408  -95.5176
## 8849                 Texas 33.1760  -95.2253
## 8850                Kansas 38.7327  -98.2285
## 8851              Michigan 46.3299  -87.3673
## 8852              New York 43.2893  -75.4672
## 8853                 Maine 45.1340  -67.2240
## 8854               Indiana 38.8790  -86.0478
## 8855              Maryland 38.3324  -76.4307
## 8856                 Maine 43.6634  -70.7382
## 8857             Tennessee 36.2790  -88.6940
## 8858           Mississippi 33.4516  -88.7912
## 8859           Connecticut 41.8757  -72.8450
## 8860            California 39.0698 -122.7746
## 8861            California 39.5289 -121.4662
## 8862                 Texas 31.1941 -101.4534
## 8863          Pennsylvania 42.0042  -80.3192
## 8864                 Texas 33.7835  -97.7302
## 8865                 Texas 26.2448  -97.7257
## 8866               Florida 30.6746  -87.1996
## 8867          Pennsylvania 40.6541  -76.1040
## 8868              Missouri 39.6542  -91.7327
## 8869              Missouri 38.7456  -90.2430
## 8870               Georgia 32.8071  -81.9423
## 8871              Michigan 42.0699  -83.9687
## 8872          Pennsylvania 40.0402  -76.4339
## 8873         West Virginia 39.3987  -81.4549
## 8874           Mississippi 34.0172  -90.4333
## 8875              Arkansas 34.2874  -91.3383
## 8876              Nebraska 40.4981  -98.9672
## 8877              Missouri 38.8486  -90.7406
## 8878            Washington 48.3673 -119.5780
## 8879                 Texas 32.6938  -97.6581
## 8880             Louisiana 30.0610  -90.6929
## 8881              Michigan 46.0966  -88.6396
## 8882              Missouri 38.7568  -90.2485
## 8883          South Dakota 44.3528 -103.7671
## 8884              New York 42.0992  -79.3201
## 8885             Wisconsin 45.1257  -92.6731
## 8886            California 40.7654 -124.1787
## 8887              Maryland 39.6559  -77.5750
## 8888            California 39.0883 -122.9053
## 8889                  Ohio 39.8460  -82.6046
## 8890                 Texas 32.4280  -97.6911
## 8891               Florida 28.0871  -80.5700
## 8892                Oregon 42.3127 -122.9692
## 8893               Florida 27.9760  -81.7573
## 8894              Maryland 39.4117  -77.4991
## 8895               Georgia 32.2583  -83.7356
## 8896              Arkansas 36.3347  -93.4310
## 8897          Pennsylvania 40.3069  -75.9438
## 8898               Georgia 34.8753  -85.2885
## 8899              Nebraska 41.3148  -96.3566
## 8900            California 33.5157 -115.9092
## 8901              Nebraska 41.2578  -97.1282
## 8902            New Jersey 39.8673  -75.0289
## 8903                 Texas 30.8209  -95.1111
## 8904              Illinois 38.9872  -88.1643
## 8905             Louisiana 30.6349  -92.4179
## 8906              Virginia 37.4150  -79.9132
## 8907        North Carolina 34.2190  -77.9976
## 8908              Oklahoma 34.2388  -96.6830
## 8909        North Carolina 35.6131  -80.4489
## 8910          Pennsylvania 40.1532  -76.2473
## 8911              Arkansas 36.3853  -94.1363
## 8912               Georgia 32.5468  -82.8675
## 8913             Louisiana 30.4083  -92.0644
## 8914          Pennsylvania 41.8970  -79.8437
## 8915              Virginia 36.9767  -82.5809
## 8916                  Utah 40.4317 -109.4913
## 8917            Washington 47.3765 -122.6021
## 8918          Pennsylvania 40.2443  -79.5811
## 8919                  Utah 37.8326 -112.8296
## 8920        North Carolina 35.3650  -79.8918
## 8921              New York 40.7991  -73.6491
## 8922             Tennessee 36.1750  -82.7454
## 8923               Arizona 34.9008 -114.5732
## 8924             Tennessee 36.3323  -83.2852
## 8925           Puerto Rico 18.1278  -66.4819
## 8926              Arkansas 35.9644  -89.9721
## 8927               Georgia 33.7047  -84.0367
## 8928              New York 41.0154  -73.8036
## 8929              Colorado 39.7366 -104.4286
## 8930              Michigan 43.0850  -86.2221
## 8931              Missouri 39.1335  -94.1929
## 8932              Michigan 42.6596  -84.0743
## 8933            New Jersey 40.2119  -74.0083
## 8934          Pennsylvania 39.9119  -75.2530
## 8935             Wisconsin 42.5707  -88.1044
## 8936              Missouri 38.6549  -92.7803
## 8937          Pennsylvania 40.6640  -75.4741
## 8938            California 34.1848 -118.9445
## 8939            California 32.9919 -117.1859
## 8940            California 41.0803 -123.6972
## 8941                  Iowa 41.8055  -91.4961
## 8942              Missouri 36.4295  -89.6993
## 8943              New York 42.7474  -73.6926
## 8944                 Maine 43.7982  -70.2541
## 8945          South Dakota 42.5350  -96.4998
## 8946           Puerto Rico 18.0846  -65.8435
## 8947               Florida 27.9884  -80.5781
## 8948                 Texas 30.5707 -100.6423
## 8949                Kansas 37.8234  -97.2891
## 8950           Mississippi 30.4912  -88.5495
## 8951            New Jersey 40.6763  -74.5159
## 8952              Colorado 39.5791 -106.0915
## 8953        North Carolina 36.0986  -78.3009
## 8954                 Idaho 47.3146 -116.5723
## 8955               Florida 29.3740  -82.4579
## 8956          Pennsylvania 42.0180  -80.3465
## 8957                Kansas 37.1716  -94.8440
## 8958              Illinois 39.1258  -89.8174
## 8959                Oregon 44.2923 -121.5531
## 8960               Arizona 32.3923 -112.8839
## 8961           Puerto Rico 18.4309  -65.8801
## 8962                  Ohio 41.0215  -81.4263
## 8963              Missouri 38.7129  -90.3285
## 8964              Virginia 38.6335  -78.7731
## 8965           Puerto Rico 18.4316  -66.2261
## 8966                 Texas 32.9420 -102.5657
## 8967                 Texas 26.3281  -98.3923
## 8968                 Texas 33.0156  -99.6716
## 8969              Illinois 42.3758  -88.1276
## 8970               Florida 28.0579  -81.5538
## 8971            California 36.8771 -121.6404
## 8972            New Mexico 35.7173 -108.1432
## 8973                 Texas 33.5958  -99.2580
## 8974           Connecticut 41.0351  -73.6657
## 8975                Oregon 44.8294 -122.7923
## 8976              Virginia 38.3036  -77.7277
## 8977             Tennessee 36.0219  -84.4414
## 8978                 Texas 29.3513  -98.8711
## 8979                  Ohio 40.2220  -84.4831
## 8980               Montana 46.3980 -112.7334
## 8981              Virginia 38.4106  -78.6161
## 8982            Washington 48.0598 -122.0411
## 8983              New York 40.8123  -73.5696
## 8984            New Jersey 40.5143  -74.3078
## 8985        South Carolina 33.9128  -82.2876
## 8986             Minnesota 44.9041  -92.8174
## 8987             Wisconsin 42.5788  -88.5457
## 8988                 Texas 36.1982 -101.1943
## 8989              New York 40.7857  -73.7396
## 8990            Washington 47.7968 -122.0281
## 8991               Florida 27.7494  -81.5252
## 8992              Colorado 40.3484 -104.7062
## 8993          Pennsylvania 40.2872  -75.9870
## 8994           Puerto Rico 18.4614  -66.4891
## 8995        North Carolina 35.0717  -77.1504
## 8996          Pennsylvania 41.8062  -77.0787
## 8997          Pennsylvania 40.2830  -78.8907
## 8998              Kentucky 38.2167  -85.3515
## 8999                 Texas 30.1961  -97.5514
## 9000               Florida 26.7188  -81.6269
## 9001            Washington 47.6273 -122.2427
## 9002         West Virginia 39.1488  -80.0417
## 9003            New Jersey 38.9409  -74.9042
## 9004              New York 41.3312  -74.3533
## 9005            New Mexico 34.7807 -106.6955
## 9006               Florida 30.6866  -81.9212
## 9007              Michigan 42.7827  -83.2453
## 9008          Pennsylvania 40.4073  -79.9097
## 9009              New York 41.4588  -74.0533
## 9010                  Iowa 41.6809  -93.6280
## 9011                  Iowa 41.5898  -91.0272
## 9012               Wyoming 42.8565 -105.8625
## 9013              Oklahoma 34.6294  -98.6184
## 9014            California 33.0240 -117.1992
## 9015              Kentucky 37.3993  -87.7509
## 9016         West Virginia 38.0631  -81.8046
## 9017        South Carolina 33.9543  -80.4609
## 9018            Washington 47.7927 -122.5078
## 9019                  Ohio 38.4214  -82.5784
## 9020               Indiana 40.2874  -87.2452
## 9021           Puerto Rico 18.0069  -66.0134
## 9022           Mississippi 30.9312  -88.5959
## 9023        South Carolina 33.4018  -81.4220
## 9024              Arkansas 36.2068  -94.2382
## 9025        South Carolina 32.8676  -81.1093
## 9026              Oklahoma 35.7224  -96.8925
## 9027          Pennsylvania 40.6868  -80.0638
## 9028               Alabama 33.4396  -86.9454
## 9029             Minnesota 45.0997  -93.6884
## 9030               Florida 30.4716  -83.4130
## 9031         West Virginia 38.4154  -82.0705
## 9032             Tennessee 36.1955  -82.9655
## 9033            New Jersey 39.9167  -75.0957
## 9034                  Ohio 39.7809  -83.0387
## 9035          Pennsylvania 40.4929  -79.9037
## 9036              New York 43.0180  -78.4978
## 9037             Wisconsin 44.8738  -88.1444
## 9038             Wisconsin 45.3045  -92.3635
## 9039              Kentucky 38.4236  -83.7373
## 9040                  Ohio 40.6360  -81.4313
## 9041               Wyoming 42.9220 -106.3475
## 9042           Puerto Rico 18.3575  -67.1553
## 9043              Illinois 40.7405  -89.0183
## 9044        South Carolina 35.0463  -82.0897
## 9045            California 38.4203 -121.9520
## 9046              Oklahoma 35.5662  -97.2901
## 9047              Michigan 43.4003  -86.3405
## 9048            California 38.2096 -121.1551
## 9049                 Texas 29.0454  -95.5670
## 9050                  Iowa 42.0265  -96.0909
## 9051          Pennsylvania 40.3655  -76.1864
## 9052                 Texas 33.6901 -101.9893
## 9053                  Ohio 38.4099  -82.5283
## 9054               Georgia 32.3636  -81.3030
## 9055           Puerto Rico 18.4488  -66.5078
## 9056               Alabama 32.8436  -87.8986
## 9057           Connecticut 41.1143  -73.3717
## 9058            Washington 46.0164 -122.8402
## 9059                Alaska 61.5260 -149.9721
## 9060           Puerto Rico 18.3725  -65.8546
## 9061               Georgia 33.8610  -83.4072
## 9062              New York 40.5911  -73.6128
## 9063            New Mexico 36.4426 -103.1574
## 9064              Virginia 38.2691  -78.8251
## 9065              Kentucky 38.2733  -85.6177
## 9066                 Texas 31.6997  -98.1208
## 9067               Wyoming 41.1488 -104.8618
## 9068             Tennessee 35.4813  -89.7353
## 9069               Indiana 41.4274  -84.8721
## 9070          South Dakota 43.3776  -99.8552
## 9071         West Virginia 38.0622  -81.1083
## 9072                  Utah 41.9231 -111.8076
## 9073            California 37.0436 -122.1370
## 9074           Connecticut 41.1264  -73.3220
## 9075            California 41.5213 -122.3756
## 9076          Pennsylvania 40.5879  -76.1810
## 9077              Colorado 40.2220 -104.8340
## 9078            California 37.5483 -122.4923
## 9079              Illinois 41.5340  -88.0436
## 9080              Virginia 37.3289  -80.7275
## 9081          Pennsylvania 40.7693  -79.5327
## 9082              Kentucky 38.2809  -85.6617
## 9083             Tennessee 36.4853  -82.5069
## 9084          Pennsylvania 40.8484  -75.2917
## 9085              Michigan 41.9143  -83.4317
## 9086              Missouri 38.6048  -91.2179
## 9087              Kentucky 37.3321  -88.0795
## 9088        South Carolina 34.6724  -80.7215
## 9089          South Dakota 44.1912 -103.3394
## 9090            New Jersey 40.5534  -74.3243
## 9091             Minnesota 47.5474  -92.6255
## 9092            California 40.2993 -120.5024
## 9093          Pennsylvania 40.2305  -74.8606
## 9094               Georgia 32.3782  -82.5945
## 9095            New Jersey 39.8104  -74.9407
## 9096                 Texas 26.2561  -97.8252
## 9097                  Ohio 39.3146  -84.6599
## 9098              Oklahoma 34.8393  -97.6105
## 9099        North Carolina 35.0706  -76.9571
## 9100               Arizona 35.0947 -111.6928
## 9101              New York 40.8495  -73.5288
## 9102            California 41.4127 -122.3816
## 9103                 Texas 30.7740  -94.4234
## 9104                  Iowa 41.6953  -90.5394
## 9105               Florida 29.2191  -82.0558
## 9106              Arkansas 35.2414  -92.9465
## 9107               Alabama 34.5370  -86.4128
## 9108              Oklahoma 36.2472  -95.9655
## 9109         New Hampshire 43.4444  -71.5924
## 9110          Pennsylvania 39.8927  -75.4698
## 9111              Michigan 43.2911  -84.5956
## 9112            California 33.5983 -116.9154
## 9113               Georgia 32.1249  -81.3077
## 9114               Indiana 40.3056  -85.2331
## 9115              Missouri 37.1491  -90.6970
## 9116        North Carolina 34.6766  -79.1935
## 9117                 Texas 31.7183  -96.1697
## 9118           Puerto Rico 18.0338  -66.4955
## 9119              Missouri 36.9547  -92.6662
## 9120            California 38.4030 -120.6571
## 9121                 Texas 29.0373  -98.5728
## 9122            Washington 46.8682 -122.2697
## 9123              Virginia 36.7613  -80.7371
## 9124                 Idaho 43.0496 -115.8655
## 9125                 Texas 33.6110  -95.0563
## 9126               Arizona 34.3103 -112.1073
## 9127             Louisiana 29.9986  -90.4036
## 9128              Maryland 39.4672  -76.1308
## 9129        South Carolina 33.8428  -80.3492
## 9130              Maryland 39.6798  -77.6921
## 9131            Washington 48.9125 -122.3507
## 9132              Colorado 38.8319 -106.1387
## 9133                 Idaho 42.7745 -114.7026
## 9134              Missouri 38.5319  -93.5227
## 9135          Pennsylvania 41.2567  -77.0492
## 9136                Kansas 38.6337  -95.8218
## 9137              Missouri 37.0333  -93.4729
## 9138              Kentucky 37.9956  -86.1773
## 9139           Connecticut 41.1590  -73.2571
## 9140              New York 40.7680  -73.7089
## 9141              New York 44.5035  -73.4812
## 9142        South Carolina 34.7720  -80.3897
## 9143             Wisconsin 44.9220  -91.3013
## 9144              Illinois 42.3786  -89.8218
## 9145                Kansas 37.6084  -97.2984
## 9146              Virginia 37.1812  -78.1307
## 9147             Wisconsin 42.5992  -88.6176
## 9148              Illinois 38.7196  -87.8720
## 9149             Louisiana 29.6443  -90.5324
## 9150        North Carolina 36.4101  -79.3356
## 9151             Wisconsin 43.0042  -88.3740
## 9152            New Jersey 40.6966  -74.2693
## 9153           Mississippi 31.9609  -89.8692
## 9154          Pennsylvania 40.6280  -75.3401
## 9155         Massachusetts 42.0779  -71.7121
## 9156                 Idaho 43.6154 -116.9379
## 9157                 Texas 27.9800  -97.3928
## 9158              Colorado 39.6678 -104.9216
## 9159               Alabama 33.6683  -85.7128
## 9160         West Virginia 40.3385  -80.5975
## 9161           Puerto Rico 18.3803  -67.1884
## 9162               Georgia 31.0409  -83.0748
## 9163              Michigan 45.4150  -83.8186
## 9164            California 33.7443 -116.7258
## 9165         Massachusetts 42.0764  -70.6613
## 9166              Virginia 38.4875  -78.6171
## 9167             Louisiana 29.4455  -90.5939
## 9168                 Texas 29.9848  -98.0906
## 9169              New York 42.6517  -73.9347
## 9170           Mississippi 30.8391  -89.5306
## 9171              Oklahoma 34.4575  -97.1566
## 9172            California 37.3864 -118.4153
## 9173             Minnesota 43.6344  -91.5009
## 9174              Illinois 40.3138  -88.9928
## 9175               Arizona 34.3441 -109.9878
## 9176              Arkansas 35.8635  -92.1041
## 9177            California 35.2369 -118.9123
## 9178             Minnesota 44.0284  -92.8518
## 9179              Michigan 42.9206  -83.0434
## 9180          Pennsylvania 39.8957  -76.1617
## 9181               Georgia 34.3955  -83.6659
## 9182                 Texas 29.4860  -94.5666
## 9183        South Carolina 33.0080  -81.3092
## 9184            New Jersey 39.2333  -74.6859
## 9185               Florida 28.9830  -81.2309
## 9186        North Carolina 35.5344  -81.0340
## 9187                  Iowa 42.7320  -93.7298
## 9188              Michigan 45.7997  -87.9140
## 9189               Wyoming 43.6479 -108.2139
## 9190           Connecticut 41.3789  -72.4411
## 9191                Alaska 64.7529 -147.3599
## 9192              Illinois 40.5518  -90.5046
## 9193              Maryland 38.6929  -75.7727
## 9194            California 37.5201 -122.3459
## 9195              Nebraska 42.4184  -96.4201
## 9196                Alaska 64.9339 -148.0083
## 9197              Colorado 37.2340 -107.5952
## 9198                 Texas 32.4693  -98.6751
## 9199          Pennsylvania 40.7279  -75.3919
## 9200              Kentucky 39.0339  -84.5673
## 9201              Missouri 38.6953  -90.2757
## 9202          Pennsylvania 40.8952  -78.2146
## 9203            Washington 46.6873 -119.9310
## 9204           Mississippi 34.1907  -88.7204
## 9205              Kentucky 37.6922  -85.2193
## 9206              Michigan 45.9591  -86.2507
## 9207                  Iowa 43.4015  -95.7430
## 9208              Oklahoma 33.9303  -96.4293
## 9209               Florida 29.8555  -84.6685
## 9210               Florida 28.3465  -82.6025
## 9211           Connecticut 41.3559  -72.3919
## 9212            New Jersey 40.1539  -74.0273
## 9213              Illinois 42.2065  -88.1316
## 9214                Oregon 44.6779 -123.0691
## 9215                Kansas 39.8362  -99.8916
## 9216              Oklahoma 33.9360  -97.1248
## 9217           Connecticut 41.1428  -73.3609
## 9218             Tennessee 36.0842  -87.1039
## 9219              Arkansas 36.0985  -93.7363
## 9220            Washington 46.9029 -117.3400
## 9221                Hawaii 21.3136 -158.0650
## 9222               Georgia 31.0404  -84.8792
## 9223          Pennsylvania 41.7706  -76.4472
## 9224              New York 40.7990  -73.6799
## 9225              Delaware 38.4629  -75.2117
## 9226                  Ohio 39.4738  -81.4680
## 9227             Wisconsin 44.4607  -87.5132
## 9228             Minnesota 43.8445  -92.1829
## 9229              Missouri 36.5878  -89.5505
## 9230                 Texas 26.0358  -97.5568
## 9231              New York 41.0797  -73.9127
## 9232               Indiana 38.7743  -87.3078
## 9233        North Carolina 35.8283  -82.5490
## 9234              Missouri 38.9737  -91.5024
## 9235        North Carolina 36.1315  -80.6592
## 9236             Wisconsin 42.5305  -88.5939
## 9237                Kansas 38.0278  -97.9429
## 9238                Nevada 39.2923 -119.7767
## 9239               Indiana 40.1408  -87.3917
## 9240            Washington 47.9392 -122.1341
## 9241             Tennessee 35.2156  -86.0757
## 9242             Wisconsin 44.5712  -91.6668
## 9243                 Idaho 42.9441 -112.8384
## 9244                  Iowa 41.9283  -91.7791
## 9245               Alabama 33.3937  -86.6779
## 9246         West Virginia 39.3538  -78.0552
## 9247               Georgia 31.9925  -83.3068
## 9248          Pennsylvania 40.0613  -76.7195
## 9249           Puerto Rico 18.4453  -66.2239
## 9250               Florida 28.6380  -81.1159
## 9251          Pennsylvania 40.3515  -76.2117
## 9252              Illinois 42.3855  -88.1038
## 9253              Michigan 44.3592  -84.4117
## 9254            California 33.5275 -116.1261
## 9255                  Ohio 41.5754  -84.0091
## 9256              Michigan 42.5187  -83.3030
## 9257              Michigan 42.6088  -83.3442
## 9258            California 36.8082 -121.3623
## 9259              Michigan 46.4884  -87.7170
## 9260               Alabama 32.9598  -87.1334
## 9261           Puerto Rico 18.4811  -66.7879
## 9262                Kansas 38.3527  -97.1992
## 9263          Pennsylvania 41.3623  -76.0385
## 9264                Hawaii 22.1455 -159.3151
## 9265               Georgia 30.7985  -81.5628
## 9266                Kansas 37.0751  -94.6354
## 9267              Oklahoma 34.9182  -95.3049
## 9268                Nevada 38.5253 -118.6260
## 9269                 Texas 26.2937  -97.9631
## 9270              Oklahoma 35.2968  -98.9838
## 9271            Washington 47.5508 -122.6655
## 9272               Alabama 34.5888  -86.7489
## 9273                  Iowa 42.3637  -92.7740
## 9274                  Iowa 41.8757  -93.8205
## 9275                Kansas 39.1942  -96.0643
## 9276              Kentucky 37.1400  -85.9646
## 9277              New York 42.5761  -76.2053
## 9278          Pennsylvania 39.8206  -75.8284
## 9279            California 39.3204 -121.4038
## 9280          Pennsylvania 40.7954  -76.4721
## 9281            California 33.7648 -117.1572
## 9282         West Virginia 38.4330  -82.1303
## 9283            New Jersey 40.3349  -74.4708
## 9284          Pennsylvania 40.3302  -76.0818
## 9285               Georgia 34.4395  -82.9103
## 9286              New York 42.9557  -77.5902
## 9287          Pennsylvania 40.2029  -76.0211
## 9288            California 39.1556 -121.7493
## 9289                 Texas 32.2803  -96.1725
## 9290                  Ohio 40.4355  -84.3778
## 9291                 Texas 32.4885  -97.8357
## 9292            New Jersey 40.3262  -74.7908
## 9293               Arizona 32.8886 -109.8437
## 9294              Illinois 40.3900  -91.3623
## 9295         Massachusetts 42.2727  -71.5221
## 9296            California 32.8000 -116.8671
## 9297               Vermont 43.6499  -72.3290
## 9298              New York 42.6379  -79.0295
## 9299              Illinois 39.6833  -88.3013
## 9300               Alabama 32.9968  -87.6272
## 9301            Washington 48.0639 -122.0920
## 9302            Washington 48.2119 -122.0630
## 9303          Pennsylvania 40.7211  -76.1903
## 9304        South Carolina 35.0846  -81.6218
## 9305            Washington 46.8917 -122.6866
## 9306               Georgia 33.9647  -83.6018
## 9307              Arkansas 33.1707  -91.9367
## 9308           Puerto Rico 17.9921  -66.4966
## 9309              New York 41.7343  -74.6112
## 9310               Vermont 42.8559  -72.6018
## 9311             Wisconsin 44.9882  -91.8437
## 9312              Maryland 39.7051  -77.3217
## 9313             Minnesota 45.6284  -94.5675
## 9314              Kentucky 37.7755  -86.4537
## 9315            New Jersey 40.3311  -74.5925
## 9316             Tennessee 36.4381  -83.6053
## 9317               Florida 28.3451  -82.5535
## 9318              Maryland 39.4632  -76.2120
## 9319        North Carolina 35.6019  -82.5958
## 9320                 Texas 27.8823  -98.6178
## 9321           Puerto Rico 18.0132  -66.5358
## 9322              Illinois 41.2852  -88.2507
## 9323          Pennsylvania 39.9114  -77.5652
## 9324              New York 42.1928  -76.8078
## 9325               Alabama 30.8906  -88.0132
## 9326          Pennsylvania 40.0024  -76.6041
## 9327        North Carolina 35.3795  -77.4281
## 9328            California 34.0422 -118.7091
## 9329              Delaware 39.7780  -75.6046
## 9330                  Ohio 41.9188  -80.6723
## 9331             Minnesota 45.0770  -94.1877
## 9332               Florida 29.7543  -84.8695
## 9333            New Jersey 40.0115  -75.0148
## 9334              Kentucky 37.2174  -86.7001
## 9335              Missouri 37.4993  -91.8618
## 9336              New York 40.7875  -73.7153
## 9337               Indiana 39.7288  -86.7122
## 9338                 Texas 33.1632  -97.0401
## 9339               Florida 28.3839  -82.1943
## 9340              Virginia 36.8095  -76.7406
## 9341            New Jersey 39.9563  -74.6768
## 9342               Montana 48.1741 -111.9467
## 9343            California 34.2730 -116.4146
## 9344             Minnesota 46.6501  -96.4164
## 9345          Pennsylvania 39.9115  -75.3267
## 9346              Missouri 39.2171  -94.4811
## 9347               Florida 30.7786  -85.6862
## 9348              Maryland 38.7458  -76.7555
## 9349          Pennsylvania 40.2669  -80.0095
## 9350              Missouri 38.7674  -93.5617
## 9351              Missouri 38.5683  -90.3392
## 9352                 Texas 28.3074  -97.2750
## 9353               Florida 26.6910  -80.1217
## 9354              Illinois 38.7024  -90.1501
## 9355        North Carolina 34.9994  -78.0928
## 9356              Maryland 39.6031  -76.4752
## 9357                  Ohio 41.0348  -82.0124
## 9358             Wisconsin 42.9794  -90.6491
## 9359           Mississippi 32.5711  -89.1152
## 9360              Maryland 39.7003  -76.0587
## 9361              Illinois 38.0902  -88.5388
## 9362                Hawaii 19.5570 -155.0142
## 9363               Indiana 41.3966  -85.4187
## 9364               Indiana 39.8321  -84.9922
## 9365              Colorado 39.5280 -104.8258
## 9366               Arizona 35.4109 -113.8627
## 9367            New Jersey 40.3125  -74.4461
## 9368              Illinois 41.1640  -87.6630
## 9369             Tennessee 36.1447  -85.2643
## 9370               Florida 27.8139  -82.7748
## 9371               Montana 48.3870 -115.5559
## 9372          North Dakota 47.9890 -102.4882
## 9373              Illinois 41.5293  -88.6804
## 9374               Arizona 36.9773 -112.9869
## 9375               Florida 30.4592  -86.5499
## 9376           Puerto Rico 18.0894  -67.1201
## 9377                 Texas 29.4899  -98.5503
## 9378              Arkansas 34.8900  -91.1902
## 9379                  Ohio 41.5121  -83.1424
## 9380            Washington 45.7250 -122.5483
## 9381              Michigan 43.3719  -83.5770
## 9382                  Ohio 41.4600  -81.0710
## 9383             Louisiana 32.5506  -92.9218
## 9384                 Texas 32.5369  -96.6738
## 9385             Wisconsin 45.3193  -92.6936
## 9386               Montana 46.5257 -111.9401
## 9387               Vermont 43.1344  -72.4550
## 9388               Arizona 32.6401 -114.2152
## 9389               Arizona 31.7258 -110.2746
## 9390                 Idaho 42.5679 -114.6115
## 9391              New York 41.6860  -73.8931
## 9392                Hawaii 21.9204 -159.5006
## 9393              Illinois 38.6285  -90.0928
## 9394              Colorado 39.5557 -104.8958
## 9395            New Mexico 34.9361 -104.6769
## 9396          Pennsylvania 40.5050  -79.8419
## 9397              Oklahoma 35.2923  -95.5863
## 9398        South Carolina 33.9616  -81.1119
## 9399          Pennsylvania 40.4536  -80.2499
## 9400               Wyoming 42.8680 -106.2524
## 9401               Georgia 32.0102  -81.2655
## 9402              Missouri 38.3491  -91.4974
## 9403                Oregon 43.5883 -119.0612
## 9404                 Texas 32.2461  -97.7442
## 9405              Illinois 42.2223  -88.9715
## 9406                  Ohio 38.9620  -84.2779
## 9407              Kentucky 37.6964  -83.9678
## 9408               Alabama 33.7288  -87.0842
## 9409             Minnesota 48.8445  -95.7625
## 9410               Indiana 41.6481  -85.4180
## 9411                  Ohio 40.4210  -84.6324
## 9412           Connecticut 41.0741  -73.4972
## 9413               Alabama 33.6567  -86.9665
## 9414              Kentucky 36.7012  -85.6927
## 9415        South Carolina 33.9082  -81.0977
## 9416              Oklahoma 36.2705  -98.4769
## 9417        South Carolina 33.4494  -79.5660
## 9418            California 34.9045 -117.9294
## 9419                 Texas 32.5914  -96.5188
## 9420            New Jersey 39.7459  -75.3117
## 9421        North Carolina 34.9003  -77.5427
## 9422           Puerto Rico 18.0719  -66.7459
## 9423                 Texas 33.1501  -96.9184
## 9424                  Ohio 40.6342  -82.2328
## 9425        North Carolina 34.6973  -77.0573
## 9426                Alaska 64.8646 -148.0916
## 9427               Indiana 38.1168  -86.9293
## 9428              Oklahoma 35.7686  -96.6467
## 9429              Illinois 40.0951  -87.6424
## 9430               Alabama 31.7186  -86.2687
## 9431        North Carolina 36.2341  -75.8785
## 9432                  Iowa 41.7961  -92.0675
## 9433              Illinois 42.2478  -88.2401
## 9434              Oklahoma 36.4271  -94.7956
## 9435              New York 40.8528  -73.7044
## 9436              Oklahoma 35.8691  -98.4166
## 9437             Minnesota 45.6636  -93.9096
## 9438               Alabama 34.8487  -85.8437
## 9439               Georgia 34.4341  -83.1079
## 9440                  Iowa 43.0842  -91.5676
## 9441                Hawaii 19.6548 -155.9207
## 9442                 Texas 29.4431  -96.9435
## 9443              Missouri 39.1470  -92.6857
## 9444          Pennsylvania 39.8098  -77.1854
## 9445            Washington 46.2708 -122.9050
## 9446              Oklahoma 34.8787  -99.5038
## 9447           Mississippi 34.8907  -89.9069
## 9448               Georgia 33.5378  -85.2540
## 9449              Missouri 36.6441  -93.4239
## 9450        North Carolina 35.4025  -82.3372
## 9451                  Ohio 39.5329  -84.0904
## 9452               Florida 26.5634  -80.0531
## 9453         Massachusetts 41.6666  -70.1656
## 9454             Wisconsin 43.4053  -88.7041
## 9455              Maryland 38.9719  -76.9445
## 9456          Pennsylvania 39.9440  -75.2608
## 9457             Louisiana 32.4702  -92.1736
## 9458                 Texas 33.9835 -101.3368
## 9459              Arkansas 35.5637  -90.7216
## 9460           Connecticut 41.8133  -72.6954
## 9461             Minnesota 47.2389  -93.6396
## 9462              Virginia 37.0340  -77.0956
## 9463        North Carolina 35.8508  -81.5361
## 9464          Pennsylvania 40.0574  -76.5515
## 9465                Kansas 38.5181  -98.7774
## 9466            California 41.4898 -120.5516
## 9467               Florida 28.4879  -81.3771
## 9468            California 39.4102 -121.7134
## 9469              Kentucky 38.3637  -85.1779
## 9470                Oregon 43.0617 -124.1327
## 9471          Pennsylvania 40.2085  -76.7851
## 9472            New Jersey 39.4889  -74.5417
## 9473                Alaska 60.5305 -151.0301
## 9474               Florida 26.0860  -81.6798
## 9475                 Texas 29.7000  -96.7773
## 9476              Oklahoma 35.2570  -95.1181
## 9477              Missouri 36.6860  -93.1015
## 9478                 Texas 35.3461 -101.3804
## 9479              New York 40.8070  -72.8235
## 9480             Wisconsin 43.6336  -89.7752
## 9481              Illinois 42.1146  -89.0903
## 9482              Michigan 44.2884  -83.4849
## 9483               Georgia 34.0853  -83.7594
## 9484              Illinois 38.6083  -89.6852
## 9485               Florida 26.9529  -81.9925
## 9486              Missouri 38.5243  -90.3366
## 9487                  Iowa 41.5592  -95.9028
## 9488              Kentucky 38.0599  -85.6800
## 9489              Illinois 41.8538  -87.9691
## 9490              Oklahoma 36.1056  -97.8989
## 9491                  Ohio 39.1243  -84.3517
## 9492               Arizona 33.2851 -111.1109
## 9493                  Ohio 38.7622  -83.0417
## 9494               Georgia 34.4548  -83.5996
## 9495          North Dakota 47.9557  -97.3913
## 9496             Minnesota 46.4892  -93.9573
## 9497            New Mexico 35.1949 -107.8946
## 9498               Alabama 33.7502  -87.0483
## 9499          Pennsylvania 40.6856  -75.5335
## 9500              Michigan 43.4212  -82.8333
## 9501          Pennsylvania 41.1355  -74.9923
## 9502                  Iowa 43.0015  -96.4828
## 9503              Kentucky 37.4507  -86.8930
## 9504                  Iowa 42.3605  -93.1013
## 9505                 Texas 31.9596 -106.5935
## 9506          Pennsylvania 40.2287  -76.0809
## 9507          Pennsylvania 40.5856  -75.5438
## 9508           Puerto Rico 18.2199  -66.5984
## 9509                Oregon 45.2198 -123.0781
## 9510                  Ohio 38.7516  -82.9351
## 9511        North Carolina 35.3224  -79.4114
## 9512             Tennessee 36.0710  -88.9921
## 9513              Kentucky 38.6708  -84.3311
## 9514              Delaware 39.3968  -75.6943
## 9515            New Mexico 36.7114 -105.5935
## 9516               Indiana 39.7256  -85.8960
## 9517        North Carolina 35.0031  -80.1963
## 9518           Mississippi 33.7245  -90.5500
## 9519             Tennessee 35.8247  -86.0723
## 9520            California 39.4767 -121.5439
## 9521               Arizona 32.7305 -109.7148
## 9522              Illinois 42.4012  -88.0468
## 9523                 Texas 32.5242  -95.6373
## 9524               Alabama 32.8997  -85.4007
## 9525             Tennessee 36.5620  -86.2460
## 9526                  Iowa 40.7487  -92.4174
## 9527                 Texas 32.1317 -101.7927
## 9528                 Texas 33.1781  -97.2910
## 9529                  Ohio 39.2509  -84.4268
## 9530               Florida 26.7114  -81.6950
## 9531             Louisiana 29.8626  -89.8877
## 9532        North Carolina 35.3118  -82.5039
## 9533              Virginia 37.1902  -80.4243
## 9534          Pennsylvania 40.6374  -80.4565
## 9535          Pennsylvania 40.9009  -75.9924
## 9536                  Ohio 39.9923  -84.5543
## 9537        North Carolina 35.8555  -79.5682
## 9538               Indiana 41.3637  -85.2317
## 9539         Massachusetts 41.6877  -70.6195
## 9540         West Virginia 37.7981  -80.3005
## 9541             Wisconsin 42.8643  -89.5402
## 9542              Kentucky 37.0510  -85.0774
## 9543           Connecticut 41.0619  -73.4643
## 9544            California 39.1266 -122.8525
## 9545                  Ohio 41.2844  -81.0932
## 9546        North Carolina 36.3914  -79.7510
## 9547                  Ohio 40.6004  -81.5293
## 9548            California 37.9774 -120.3409
## 9549            New Jersey 40.0186  -74.2909
## 9550              Maryland 38.8052  -77.0055
## 9551              Colorado 39.1153 -104.9060
## 9552              Michigan 41.9419  -83.3140
## 9553              Missouri 37.3212  -91.9610
## 9554             Tennessee 35.1975  -85.9213
## 9555              New York 41.6965  -73.8989
## 9556           Puerto Rico 18.2409  -66.0721
## 9557              Illinois 41.5614  -88.0587
## 9558              Arkansas 33.2248  -91.7972
## 9559                Kansas 37.5094  -94.8456
## 9560              Kentucky 38.3163  -84.0333
## 9561              Illinois 41.3209  -88.5888
## 9562        North Carolina 35.2337  -80.1147
## 9563            New Jersey 40.6921  -74.4629
## 9564              Missouri 38.6802  -90.3081
## 9565             Louisiana 32.4529  -91.4900
## 9566          Pennsylvania 40.2094  -79.7699
## 9567                  Ohio 38.9627  -84.0846
## 9568              New York 41.4229  -73.6069
## 9569               Alabama 34.8770  -87.6975
## 9570        South Carolina 34.4010  -80.0710
## 9571             Minnesota 46.1292  -92.8646
## 9572                 Texas 26.2964  -97.9269
## 9573                Hawaii 20.7211 -156.3625
## 9574                  Ohio 39.3655  -82.1343
## 9575             Tennessee 35.3792  -87.9927
## 9576             Wisconsin 44.5447  -87.7065
## 9577            Washington 48.3387 -122.6616
## 9578             Minnesota 45.1179  -93.3991
## 9579              New York 43.1124  -75.2739
## 9580        North Carolina 35.7996  -79.0818
## 9581        North Carolina 35.3064  -77.7890
## 9582            New Mexico 33.0753 -106.0175
## 9583                 Idaho 43.5271 -111.9310
## 9584          Pennsylvania 40.3377  -76.9337
## 9585                 Texas 30.9445  -95.3736
## 9586                 Texas 29.6820  -96.9075
## 9587            New Jersey 39.9586  -74.3169
## 9588          Pennsylvania 39.9873  -75.8454
## 9589               Indiana 40.4173  -85.6477
## 9590                Oregon 44.7669 -121.2898
## 9591             Wisconsin 43.5946  -88.4421
## 9592               Montana 48.0933 -105.6414
## 9593                  Ohio 40.2760  -81.7518
## 9594              New York 40.7608  -73.6336
## 9595              Kentucky 38.1081  -82.6132
## 9596              New York 41.2361  -73.6964
## 9597               Florida 28.1805  -81.8296
## 9598               Arizona 35.3168 -111.5507
## 9599              Illinois 40.6184  -89.6048
## 9600             Louisiana 32.7930  -93.0582
## 9601            California 36.9275 -121.8444
## 9602             Louisiana 30.4080  -91.0906
## 9603          Pennsylvania 40.1103  -77.0335
## 9604          Pennsylvania 41.3216  -75.8578
## 9605                 Texas 30.9470  -97.5290
## 9606                Kansas 38.1931  -95.7452
## 9607              Nebraska 42.8758 -100.5466
## 9608              Oklahoma 35.1308  -97.4783
## 9609               Florida 26.5836  -80.1014
## 9610                 Texas 31.6549 -106.1369
## 9611              Virginia 37.0987  -80.6831
## 9612           Puerto Rico 18.0491  -66.5517
## 9613             Tennessee 36.3351  -84.1928
## 9614              Illinois 41.4951  -88.0809
## 9615               Georgia 32.7466  -81.6409
## 9616               Indiana 41.0535  -86.6037
## 9617            California 37.9290 -121.2456
## 9618                  Ohio 39.9937  -81.7381
## 9619               Wyoming 41.7761 -110.5555
## 9620                 Texas 27.3318  -99.5028
## 9621               Alabama 32.9696  -86.7339
## 9622                  Iowa 41.4874  -91.7018
## 9623           Puerto Rico 18.0016  -65.8829
## 9624               Alabama 31.1055  -85.6916
## 9625                Hawaii 22.0551 -159.3401
## 9626               Indiana 40.1130  -85.5943
## 9627              Michigan 42.7982  -86.1227
## 9628            New Jersey 40.0133  -74.3201
## 9629             Tennessee 35.7203  -89.0859
## 9630           Mississippi 33.5435  -89.2765
## 9631              Michigan 43.6114  -86.3648
## 9632             Louisiana 30.0795  -92.6773
## 9633               Georgia 34.5480  -85.3114
## 9634             Wisconsin 44.3696  -89.7549
## 9635          Pennsylvania 40.3335  -79.3011
## 9636         Massachusetts 41.9725  -71.1854
## 9637         West Virginia 39.5637  -77.8875
## 9638           Puerto Rico 18.0565  -66.5267
## 9639        South Carolina 33.5646  -81.8078
## 9640               Indiana 39.4231  -85.0105
## 9641               Florida 28.8637  -82.3766
## 9642              Colorado 39.2473 -106.2934
## 9643             Louisiana 30.4761  -90.0293
## 9644              New York 40.8863  -73.4138
## 9645             Minnesota 45.6521  -95.3649
## 9646           Mississippi 34.0075  -90.0552
## 9647            New Mexico 33.3311 -105.5969
## 9648              Arkansas 36.0360  -90.9736
## 9649              Kentucky 37.0759  -88.0770
## 9650              New York 42.5427  -79.1678
## 9651          South Dakota 43.3495  -96.8937
## 9652          Pennsylvania 40.0822  -75.0898
## 9653               Georgia 34.2861  -83.1106
## 9654                Oregon 42.3974 -124.4171
## 9655            California 38.3827 -120.8106
## 9656                  Ohio 39.0815  -84.1716
## 9657                Alaska 60.1124 -149.3925
## 9658                 Texas 26.2583  -98.2953
## 9659          Pennsylvania 41.2021  -76.7854
## 9660        South Carolina 33.9094  -81.1375
## 9661                  Ohio 40.4784  -82.5485
## 9662           Mississippi 32.5322  -90.1034
## 9663              Maryland 38.7080  -76.5346
## 9664        North Carolina 35.3754  -83.2185
## 9665              Michigan 42.4715  -83.1445
## 9666                 Idaho 42.3260 -111.2988
## 9667            Washington 47.1728 -122.2209
## 9668           Puerto Rico 18.2330  -66.0621
## 9669             Wisconsin 45.0497  -89.6817
## 9670               Florida 28.7294  -81.5895
## 9671              Virginia 39.2731  -77.6400
## 9672              Missouri 38.6255  -90.5945
## 9673            New Mexico 32.2767 -106.7462
## 9674            New Mexico 36.9399 -107.0049
## 9675              Kentucky 38.2689  -85.5364
## 9676              Michigan 43.4128  -86.3636
## 9677             Wisconsin 42.6241  -88.2879
## 9678            Washington 45.7524 -122.5615
## 9679           Connecticut 41.4618  -73.5268
## 9680          Pennsylvania 40.3615  -74.9574
## 9681          Pennsylvania 41.2128  -75.8993
## 9682            Washington 46.7459 -123.0030
## 9683             Wisconsin 43.3922  -89.4059
## 9684             Louisiana 30.0451  -90.7488
## 9685                  Iowa 43.4273  -96.1662
## 9686              Missouri 40.1295  -91.5266
## 9687         West Virginia 38.2221  -80.5363
## 9688         Massachusetts 41.7281  -71.2098
## 9689             Louisiana 30.3943  -91.2517
## 9690              Michigan 42.0572  -83.3899
## 9691            California 36.1757 -121.1498
## 9692            Washington 45.7354 -121.8219
## 9693                 Texas 30.3465  -97.9864
## 9694            California 36.4334 -118.8885
## 9695              New York 43.2316  -76.2961
## 9696              New York 42.8474  -73.7838
## 9697              Missouri 38.6309  -91.0572
## 9698               Alabama 33.3129  -85.7508
## 9699          Pennsylvania 40.2935  -78.8726
## 9700                 Texas 30.2187  -93.8758
## 9701            California 34.0089 -118.0419
## 9702          Pennsylvania 40.3868  -78.6746
## 9703        North Carolina 34.2130  -77.7980
## 9704          Pennsylvania 40.0012  -76.7059
## 9705                 Texas 29.5032  -95.4693
## 9706              Colorado 37.9364 -107.8270
## 9707                 Texas 27.3585  -98.1244
## 9708                  Ohio 41.2404  -82.1175
## 9709              Michigan 41.9785  -84.6656
## 9710                  Ohio 40.7752  -80.7628
## 9711              Illinois 39.2948  -90.4062
## 9712          Pennsylvania 40.3614  -76.4217
## 9713                 Texas 30.4906  -99.7726
## 9714           Mississippi 33.1217  -88.5564
## 9715              Maryland 39.0516  -76.5746
## 9716          Pennsylvania 40.4145  -79.5728
## 9717                 Texas 32.7599  -97.4239
## 9718           Mississippi 34.0053  -88.7479
## 9719              Maryland 38.9764  -75.8080
## 9720                  Iowa 41.6685  -93.3661
## 9721                Alaska 60.5347 -145.6087
## 9722            Washington 48.5324 -123.0657
## 9723               Arizona 33.4000 -110.8153
## 9724                  Iowa 42.9589  -91.8130
## 9725        North Carolina 36.4419  -77.0968
## 9726                Oregon 45.1081 -122.8964
## 9727           Mississippi 34.4447  -88.6641
## 9728          Pennsylvania 40.2408  -74.8386
## 9729              Colorado 38.8941 -107.9255
## 9730              Arkansas 33.5271  -91.4323
## 9731              Kentucky 36.8695  -87.8048
## 9732                  Iowa 42.1848  -91.7798
## 9733              Arkansas 35.2948  -94.0484
## 9734        North Carolina 36.2257  -80.3590
## 9735              Arkansas 36.4762  -93.7343
## 9736                 Texas 35.1992 -102.0633
## 9737               Alabama 31.1658  -85.4697
## 9738            New Jersey 40.2591  -74.4743
## 9739              Colorado 39.9071 -105.3799
## 9740               Florida 29.7283  -84.9940
## 9741            New Jersey 39.3795  -74.6481
## 9742        North Carolina 36.0926  -79.3615
## 9743               Georgia 33.7129  -84.1060
## 9744                  Utah 40.6499 -111.2723
## 9745             Louisiana 30.3688  -89.7495
## 9746             Minnesota 46.5700  -96.0861
## 9747                 Texas 26.2456  -98.4024
## 9748               Florida 30.4289  -86.6989
## 9749               Georgia 32.1613  -81.9094
## 9750        North Carolina 35.3345  -78.0545
## 9751             Minnesota 46.6081  -94.2180
## 9752          Pennsylvania 40.3185  -80.1919
## 9753              Colorado 39.1084 -108.3573
## 9754             Tennessee 35.1524  -84.8541
## 9755               Indiana 38.6756  -86.9140
## 9756                 Texas 26.4119  -98.9600
## 9757                 Texas 29.2698  -97.7658
## 9758               Vermont 44.1664  -73.2557
## 9759              Michigan 42.7905  -83.8356
## 9760              Missouri 36.9936  -91.7019
## 9761              Illinois 39.5937  -89.5846
## 9762           Connecticut 41.2818  -72.6763
## 9763                  Ohio 41.1594  -81.4606
## 9764               Florida 28.4381  -80.7552
## 9765                Oregon 45.6354 -121.5522
## 9766          Pennsylvania 41.0944  -78.8876
## 9767               Georgia 32.0339  -81.0479
## 9768              New York 42.6773  -78.7793
## 9769                  Ohio 39.4903  -83.6345
## 9770            California 33.2410 -116.3571
## 9771                Oregon 42.1919 -120.3527
## 9772               Indiana 41.6647  -86.0787
## 9773                 Texas 31.9564  -99.9292
## 9774              Arkansas 35.3123  -91.5709
## 9775              Colorado 38.0695 -103.2236
## 9776          North Dakota 47.2990 -101.6259
## 9777               Arizona 34.5506 -114.3754
## 9778              Missouri 37.9337  -90.7750
## 9779                 Texas 26.1569  -98.0213
## 9780                  Ohio 40.1174  -84.3509
## 9781               Alabama 33.3590  -86.7492
## 9782              Michigan 43.5815  -85.2986
## 9783             Minnesota 44.3866  -93.7311
## 9784          Pennsylvania 40.3771  -75.4838
## 9785          Pennsylvania 40.2924  -80.2055
## 9786                Oregon 44.8746 -124.0310
## 9787          Pennsylvania 41.3238  -75.7419
## 9788            California 36.9465 -120.0212
## 9789                  Utah 41.7362 -112.1627
## 9790         West Virginia 40.0451  -80.6898
## 9791                  Utah 39.6898 -110.8596
## 9792             Wisconsin 42.8632  -90.1814
## 9793              New York 43.0909  -76.2427
## 9794              Michigan 41.9396  -86.5652
## 9795                 Texas 31.8032  -97.0941
## 9796        North Carolina 36.4463  -77.7065
## 9797              Delaware 38.5355  -75.0984
## 9798          Pennsylvania 40.9735  -78.5190
## 9799              Maryland 39.3653  -77.5406
## 9800                  Ohio 39.0555  -84.0478
## 9801              Illinois 40.4142  -91.1276
## 9802                 Texas 33.4707  -94.2842
## 9803           Connecticut 41.4441  -72.1249
## 9804              Virginia 37.1476  -80.5567
## 9805              Nebraska 40.6248  -96.6307
## 9806               Florida 28.8426  -81.8009
## 9807          Pennsylvania 40.5112  -80.0966
## 9808                  Utah 38.9642 -112.3386
## 9809              Missouri 37.1917  -94.4640
## 9810        North Carolina 36.2336  -80.8351
## 9811              Maryland 39.6937  -77.7472
## 9812                  Ohio 41.3875  -83.3216
## 9813                Alaska 61.6343 -149.1614
## 9814               Florida 26.2510  -81.7110
## 9815             Wisconsin 43.5018  -87.8476
## 9816              Illinois 41.9494  -88.2584
## 9817          Pennsylvania 40.4160  -78.4134
## 9818              Nebraska 40.7722  -97.0535
## 9819          Pennsylvania 40.5090  -75.6001
## 9820             Tennessee 35.6027  -85.1984
## 9821          North Dakota 48.3654  -99.9903
## 9822               Georgia 32.9955  -82.4001
## 9823              Missouri 37.2689  -93.1183
## 9824            Washington 46.3168 -117.9767
## 9825               Florida 28.4753  -82.6612
## 9826                 Texas 32.7149  -97.1538
## 9827        South Carolina 32.7780  -80.2281
## 9828          Pennsylvania 40.5422  -76.9554
## 9829                  Ohio 41.0796  -82.4066
## 9830              New York 42.0885  -79.2810
## 9831                 Maine 44.2905  -69.8140
## 9832             Minnesota 44.1053  -94.2188
## 9833                  Iowa 42.4321  -92.4522
## 9834             Tennessee 36.4625  -83.5669
## 9835              New York 42.7964  -78.8324
## 9836             Tennessee 36.2470  -83.8057
## 9837               Florida 30.5423  -83.8722
## 9838                Hawaii 19.4538 -155.8588
## 9839            New Jersey 41.1601  -74.3311
## 9840           Mississippi 34.5046  -88.2080
## 9841                 Texas 29.6000  -98.0439
## 9842          Pennsylvania 40.6322  -79.9684
## 9843                  Iowa 40.9231  -91.4012
## 9844             Minnesota 44.1198  -93.7096
## 9845                  Iowa 42.4746  -92.0657
## 9846               Georgia 33.2955  -83.6860
## 9847              Missouri 37.1262  -92.1032
## 9848        North Carolina 34.9865  -80.3685
## 9849              Michigan 42.7468  -84.5926
## 9850              Maryland 37.9840  -75.8512
## 9851            California 37.1617 -121.9879
## 9852               Florida 26.4613  -81.7686
## 9853                  Ohio 39.8649  -83.9331
## 9854                  Ohio 39.9355  -82.4825
## 9855          Pennsylvania 41.2390  -76.7254
## 9856             Tennessee 36.2566  -85.9430
## 9857               Florida 28.0111  -82.7523
## 9858                  Ohio 39.7168  -82.9930
## 9859              Illinois 41.1689  -90.0375
## 9860               Alabama 30.7395  -87.7943
## 9861              Missouri 39.5567  -94.3077
## 9862               Indiana 40.6585  -86.1481
## 9863              Kentucky 37.0294  -88.3602
## 9864               Florida 30.1856  -82.6026
## 9865              Arkansas 35.5798  -92.4543
## 9866            New Jersey 40.8295  -75.0728
## 9867              New York 41.0423  -73.9148
## 9868               Arizona 34.2625 -110.1424
## 9869            California 38.4548 -120.5323
## 9870              Missouri 38.9878  -93.5683
## 9871         Massachusetts 41.7932  -70.6389
## 9872             Tennessee 35.0512  -89.6091
## 9873             Tennessee 36.5679  -82.2655
## 9874               Alabama 30.4126  -88.2611
## 9875               Alabama 33.8049  -86.5970
## 9876            Washington 45.7283 -121.4853
## 9877              New York 40.6050  -73.6437
## 9878        North Carolina 36.1688  -81.1933
## 9879              Michigan 43.0733  -86.1944
## 9880          Pennsylvania 41.3382  -75.7422
## 9881         West Virginia 38.9958  -79.1277
## 9882            California 36.7137 -119.7607
## 9883              Missouri 37.9042  -90.6168
## 9884               Florida 27.6380  -81.8244
## 9885              Illinois 40.0143  -89.8452
## 9886            New Mexico 35.9461 -106.0719
## 9887          Pennsylvania 40.1254  -76.5697
## 9888              Missouri 37.0020  -93.6362
## 9889            New Jersey 39.2093  -74.7136
## 9890            California 36.4304 -119.8671
## 9891               Alabama 31.8823  -85.4605
## 9892            New Mexico 35.6615 -106.0149
## 9893                Oregon 45.0784 -123.4848
## 9894            New Mexico 32.8198 -105.9780
## 9895               Florida 26.7324  -80.9519
## 9896            California 38.0121 -122.5878
## 9897                  Ohio 41.0207  -81.8671
## 9898           Puerto Rico 18.4367  -66.3579
## 9899                Kansas 39.9130  -95.7913
## 9900             Tennessee 36.1087  -83.2970
## 9901             Wisconsin 44.1111  -88.7116
## 9902               Indiana 40.0334  -85.8406
## 9903          Pennsylvania 40.7811  -76.3451
## 9904              Oklahoma 35.9442  -96.0529
## 9905                 Idaho 43.4684 -114.2551
## 9906               Arizona 33.0793 -111.7683
## 9907        North Carolina 35.5864  -78.3643
## 9908              New York 41.3970  -73.6151
## 9909            Washington 46.9672 -119.0523
## 9910              Virginia 39.0505  -77.4560
## 9911              Virginia 37.5816  -79.0509
## 9912                 Texas 33.0617  -96.3187
## 9913               Georgia 33.9805  -84.1839
## 9914        North Carolina 36.0242  -78.4816
## 9915          Pennsylvania 40.9420  -75.8210
## 9916          Pennsylvania 41.8020  -80.0598
## 9917                  Ohio 39.6515  -83.7822
## 9918              Arkansas 34.5454  -91.9675
## 9919               Alabama 30.3222  -87.7271
## 9920              Arkansas 36.1044  -94.0033
## 9921              Virginia 38.9845  -77.4174
## 9922              Illinois 41.4118  -88.1345
## 9923              Delaware 38.7251  -75.6029
## 9924            Washington 47.4166 -122.6377
## 9925                 Idaho 43.0144 -112.4572
## 9926                Kansas 37.5096  -97.4975
## 9927               Alabama 34.6011  -87.0816
## 9928               Wyoming 41.6698 -109.2714
## 9929                  Utah 38.6230 -112.1196
## 9930             Wisconsin 43.0491  -89.0762
## 9931              Nebraska 41.2138  -98.4596
## 9932              Oklahoma 35.4913  -97.3254
## 9933               Florida 30.1976  -85.6974
## 9934                 Texas 32.4258  -96.6724
## 9935                Kansas 38.2094  -98.2064
## 9936            California 36.9293 -120.0482
## 9937                 Idaho 48.6928 -116.3184
## 9938                 Texas 26.4145  -97.7894
## 9939          Pennsylvania 40.1551  -74.9147
## 9940             Wisconsin 45.5358  -92.0291
## 9941              Kentucky 36.5145  -88.8820
## 9942          North Dakota 46.8973  -97.2128
## 9943          Pennsylvania 40.0902  -76.4064
## 9944                 Idaho 47.7329 -116.7696
## 9945                 Texas 33.0306  -94.7250
## 9946          Pennsylvania 40.2237  -79.6086
## 9947              Missouri 38.4333  -92.8453
## 9948          Pennsylvania 39.8772  -79.7314
## 9949               Alabama 33.9832  -87.9023
## 9950               Indiana 39.5461  -86.3703
## 9951          Pennsylvania 40.7889  -78.0192
## 9952              Missouri 39.4361  -94.2152
## 9953              Illinois 40.1199  -90.5666
## 9954             Tennessee 36.4044  -86.7681
## 9955                 Texas 30.3806  -95.4944
## 9956                  Utah 38.9387 -111.8652
## 9957               Florida 28.6167  -81.3906
## 9958                 Texas 26.2083  -98.3779
## 9959             Tennessee 36.1157  -86.5145
## 9960                 Maine 43.1706  -70.6220
## 9961               Arizona 34.0710 -112.1220
## 9962               Alabama 34.5845  -86.4574
## 9963              Illinois 40.7804  -89.9662
## 9964          Pennsylvania 40.2757  -75.4646
## 9965               Alabama 32.7014  -87.5950
## 9966                 Texas 30.4755  -97.9296
## 9967               Alabama 32.9169  -86.7203
## 9968                 Texas 32.7125  -95.2003
## 9969              Colorado 40.0499 -107.8947
## 9970              Michigan 42.2165  -85.7858
## 9971            California 37.3571 -118.4542
## 9972               Florida 29.1172  -81.3517
## 9973              New York 40.9971  -72.2892
## 9974        South Carolina 34.9131  -81.9395
## 9975               Georgia 32.1455  -81.6185
## 9976         New Hampshire 42.9140  -70.8127
## 9977             Wisconsin 46.0094  -91.4826
## 9978                 Texas 32.1727  -96.0163
## 9979               Georgia 34.5648  -83.5424
## 9980        South Carolina 32.3746  -80.7523
## 9981            Washington 48.2930 -117.7336
## 9982             Minnesota 44.9942  -93.2026
## 9983              Virginia 36.7998  -78.4610
## 9984             Minnesota 43.6888  -92.3897
## 9985             Minnesota 44.3706  -92.0420
## 9986              Illinois 41.5048  -88.1248
## 9987               Alabama 31.1858  -85.2359
## 9988             Wisconsin 43.0092  -88.4771
## 9989              Maryland 38.5376  -76.7748
## 9990             Louisiana 30.5486  -90.4848
## 9991              Oklahoma 34.3612  -98.3568
## 9992               Arizona 34.2611 -111.2197
## 9993        North Carolina 34.0004  -77.9076
## 9994              Michigan 42.2047  -86.1661
## 9995        South Carolina 34.0578  -78.8876
## 9996             Louisiana 31.0970  -93.2767
## 9997               Alabama 34.1140  -86.1191
## 9998            New Jersey 39.2594  -74.6570
## 9999                Kansas 37.9859 -100.9936
## 10000           California 38.0384 -120.2340
## 10001            Louisiana 32.6907  -93.7401
## 10002          Mississippi 33.0799  -89.8566
## 10003           New Jersey 40.5286  -74.2936
## 10004            Minnesota 44.8107  -95.5376
## 10005                 Ohio 39.7690  -82.0956
## 10006            Minnesota 44.6083  -94.0768
## 10007             New York 41.9862  -73.9893
## 10008       South Carolina 35.1747  -82.1848
## 10009             Michigan 43.8725  -85.5068
## 10010                Texas 33.7708  -96.6714
## 10011              Montana 48.0181 -114.2274
## 10012              Alabama 34.1102  -86.8662
## 10013                 Iowa 42.8464  -93.6084
## 10014             Illinois 41.9847  -89.5791
## 10015            Tennessee 35.6513  -88.1231
## 10016         Pennsylvania 40.0188  -79.8912
## 10017           New Jersey 40.5015  -74.5349
## 10018             New York 41.5515  -73.8654
## 10019             Illinois 37.9707  -89.0531
## 10020        West Virginia 39.6034  -80.9351
## 10021           New Jersey 40.1707  -74.0376
## 10022             New York 41.4429  -74.1216
## 10023                Texas 31.5224  -97.1564
## 10024             Maryland 38.3620  -76.4372
## 10025               Hawaii 21.9141 -159.5874
## 10026           California 38.8344 -120.0189
## 10027                Texas 26.2124  -97.9165
## 10028              Florida 26.6586  -80.1075
## 10029                Texas 33.3829  -96.2467
## 10030         Pennsylvania 41.7758  -78.0160
## 10031            Louisiana 29.7495  -90.1036
## 10032                Texas 30.1611  -97.2350
## 10033             Illinois 41.7287  -89.3685
## 10034            Wisconsin 42.9357  -88.4037
## 10035            Louisiana 30.2834  -92.1070
## 10036           New Jersey 39.8515  -75.1988
## 10037         Pennsylvania 40.3348  -78.3958
## 10038              Florida 26.8555  -80.0864
## 10039            Tennessee 35.2564  -88.3862
## 10040                 Ohio 39.1755  -84.2275
## 10041             Arkansas 35.3342  -94.1798
## 10042           New Jersey 40.4395  -74.1179
## 10043        West Virginia 40.2810  -80.6102
## 10044             Maryland 38.1729  -75.3903
## 10045           California 35.6387 -117.7668
## 10046             Virginia 37.2313  -77.4679
## 10047           New Jersey 40.1585  -74.3227
## 10048        West Virginia 37.3144  -81.2580
## 10049             Kentucky 37.1464  -83.7635
## 10050         Pennsylvania 41.0647  -80.0419
## 10051               Oregon 43.3502 -124.2082
## 10052           New Jersey 40.3268  -74.4458
## 10053              Florida 27.2219  -82.4988
## 10054           Washington 48.7446 -122.4043
## 10055              Florida 27.9198  -82.8191
## 10056         Pennsylvania 39.9835  -77.0422
## 10057              Alabama 34.6306  -85.7413
## 10058            Tennessee 36.3252  -84.2199
## 10059             Arkansas 35.9111  -90.8009
## 10060              Florida 27.3037  -81.3710
## 10061         South Dakota 45.6625  -97.0454
## 10062             Illinois 40.6877  -89.6731
## 10063                Texas 29.4749  -98.4866
## 10064             Arkansas 36.2218  -91.7396
## 10065            Tennessee 36.1478  -83.6939
## 10066            Tennessee 36.0673  -83.7649
## 10067          Mississippi 31.6469  -89.5669
## 10068       North Carolina 35.2961  -78.0250
## 10069       North Carolina 35.5241  -83.0636
## 10070              Georgia 31.8003  -81.4190
## 10071       North Carolina 36.4210  -79.9675
## 10072             New York 42.0508  -76.1198
## 10073             Maryland 39.5062  -77.5690
## 10074       South Carolina 32.7538  -81.2412
## 10075         South Dakota 44.3680 -100.3831
## 10076         South Dakota 44.0141 -103.3146
## 10077       South Carolina 33.4199  -81.6826
## 10078              Georgia 34.3426  -84.3637
## 10079             Illinois 42.0888  -87.7144
## 10080         Pennsylvania 40.0839  -75.1106
## 10081             Illinois 39.3031  -87.9897
## 10082          Connecticut 41.9334  -72.3812
## 10083             Virginia 39.0432  -77.5254
## 10084                Texas 32.6944  -96.4009
## 10085       North Carolina 36.2938  -80.1408
## 10086                 Iowa 41.8954  -92.2751
## 10087              Indiana 39.0261  -86.9374
## 10088           California 35.0161 -117.6661
## 10089             Missouri 37.8610  -92.3993
## 10090                Texas 36.0184 -101.8245
## 10091             Illinois 38.6162  -89.6087
## 10092             Colorado 40.5820 -102.2975
## 10093                 Ohio 40.3973  -81.3274
## 10094             Illinois 39.0406  -90.1408
## 10095                Texas 29.2580  -98.3218
## 10096              Indiana 38.3378  -87.3493
## 10097             Michigan 43.1851  -84.1200
## 10098           Washington 45.8128 -122.5143
## 10099         Pennsylvania 40.2938  -79.3873
## 10100          Puerto Rico 18.1744  -65.8526
## 10101            Louisiana 30.0422  -91.0497
## 10102           Washington 48.0069 -119.6726
## 10103            Minnesota 44.0482  -94.4199
## 10104              Alabama 33.6171  -86.2042
## 10105               Hawaii 20.9062 -156.3677
## 10106             Kentucky 37.1738  -85.9146
## 10107       North Carolina 36.1012  -78.4551
## 10108                Texas 33.5703  -97.0129
## 10109              Florida 28.7065  -81.7346
## 10110            Minnesota 44.7770  -94.9971
## 10111             Missouri 39.2366  -94.6958
## 10112         Pennsylvania 39.9153  -79.7212
## 10113         Pennsylvania 41.3666  -74.6997
## 10114              Alabama 33.2398  -87.3277
## 10115           California 37.9638 -122.5615
## 10116            Minnesota 44.8868  -93.8904
## 10117                Texas 30.6578  -93.9001
## 10118              Arizona 33.7278 -111.6740
## 10119             Oklahoma 35.9905  -96.5977
## 10120              Florida 26.1602  -81.7274
## 10121         Pennsylvania 40.9167  -77.6908
## 10122            Louisiana 32.9667  -93.1376
## 10123             New York 43.1031  -74.7749
## 10124         South Dakota 43.7956  -99.3263
## 10125           New Mexico 36.5215 -105.5861
## 10126       North Carolina 34.4947  -79.1136
## 10127         Pennsylvania 40.2417  -76.0608
## 10128         Pennsylvania 41.0657  -76.2208
## 10129             Illinois 42.4127  -88.1270
## 10130           New Jersey 39.3265  -75.0305
## 10131           California 33.5678 -116.6966
## 10132         Pennsylvania 40.1178  -80.0044
## 10133         Pennsylvania 40.9801  -75.4688
## 10134           Washington 47.5952 -120.6628
## 10135               Kansas 37.9999  -97.5102
## 10136       North Carolina 36.0285  -79.3549
## 10137             Illinois 39.8645  -88.1600
## 10138        New Hampshire 44.0415  -71.1224
## 10139             Maryland 38.7117  -76.6055
## 10140              Indiana 41.4656  -86.4825
## 10141           California 34.1625 -119.2241
## 10142       South Carolina 35.1220  -81.5182
## 10143               Oregon 43.6869 -121.4853
## 10144         Pennsylvania 40.3863  -75.1428
## 10145            Minnesota 44.9025  -93.5663
## 10146       South Carolina 34.1696  -82.0239
## 10147          Puerto Rico 18.3640  -66.2590
## 10148                Texas 29.1695  -99.8329
## 10149                 Ohio 39.7631  -81.1169
## 10150                 Ohio 39.7151  -83.8847
## 10151              Alabama 32.0965  -88.2108
## 10152       South Carolina 34.6656  -83.0911
## 10153            Wisconsin 44.5605  -90.5906
## 10154                Texas 28.8718  -96.7959
## 10155              Georgia 32.0871  -82.1244
## 10156             Arkansas 35.9039  -90.2625
## 10157              Arizona 34.5771 -113.1771
## 10158          Puerto Rico 18.3357  -66.4723
## 10159             Kentucky 38.2702  -85.6378
## 10160             Colorado 40.0861 -108.7795
## 10161             Michigan 41.8569  -84.3451
## 10162         Pennsylvania 41.1806  -76.0785
## 10163         Pennsylvania 39.9888  -76.0212
## 10164             Missouri 36.9180  -94.2607
## 10165                Texas 35.9096 -100.3838
## 10166           New Mexico 35.1010 -107.8899
## 10167             Illinois 41.1172  -89.3569
## 10168             Michigan 42.8195  -84.2320
## 10169            Tennessee 35.3235  -87.7593
## 10170           Washington 47.4653 -121.7493
## 10171             Colorado 37.7512 -106.1105
## 10172           California 35.1293 -119.4575
## 10173         Pennsylvania 40.2063  -79.9532
## 10174           New Mexico 36.8720 -107.9551
## 10175           New Jersey 40.4190  -74.0599
## 10176        Massachusetts 41.6394  -70.6251
## 10177                 Ohio 40.5076  -81.6409
## 10178              Indiana 41.6187  -87.1257
## 10179       North Carolina 35.3928  -82.4119
## 10180                Texas 32.6937  -97.1567
## 10181             Michigan 43.2736  -82.6177
## 10182            Wisconsin 42.6126  -88.4858
## 10183            Tennessee 35.6881  -84.8622
## 10184             New York 41.9566  -74.0018
## 10185           California 34.2459 -118.9018
## 10186              Alabama 32.4998  -88.2938
## 10187               Hawaii 21.6793 -157.9473
## 10188         Pennsylvania 39.7935  -76.7307
## 10189             Oklahoma 35.3572  -95.5047
## 10190            Wisconsin 43.4715  -87.9490
## 10191             Virginia 38.8033  -77.2222
## 10192              Florida 27.3592  -82.5213
## 10193           New Jersey 40.4014  -74.2959
## 10194            Wisconsin 45.9348  -90.4464
## 10195           California 36.9941 -121.7892
## 10196            Tennessee 36.4696  -81.8049
## 10197                Texas 29.8167  -94.3807
## 10198             Virginia 39.1968  -78.3465
## 10199           New Jersey 40.3777  -74.4238
## 10200              Indiana 40.0595  -85.5423
## 10201              Alabama 31.2926  -85.3353
## 10202           Washington 47.3863 -122.8386
## 10203            Wisconsin 42.6765  -90.1201
## 10204                 Iowa 42.3981  -94.6289
## 10205           New Jersey 39.0419  -74.8677
## 10206            Tennessee 36.1600  -88.8036
## 10207            Wisconsin 44.3134  -89.9073
## 10208         South Dakota 43.0797  -96.7803
## 10209           California 41.7524 -124.1594
## 10210           California 37.7855 -120.8009
## 10211            Minnesota 45.4654  -94.3218
## 10212        West Virginia 40.6129  -80.5628
## 10213             Missouri 38.2035  -92.6258
## 10214             New York 41.1143  -73.9058
## 10215                Texas 32.1857  -96.8867
## 10216             Michigan 45.3137  -85.2558
## 10217              Florida 29.6386  -83.1248
## 10218              Indiana 39.9748  -85.8157
## 10219               Hawaii 21.4756 -158.0352
## 10220           New Mexico 35.4251 -108.2012
## 10221           California 34.4549 -119.7121
## 10222                 Ohio 41.0220  -80.6156
## 10223          Mississippi 34.9224  -88.4432
## 10224        West Virginia 37.6652  -80.8828
## 10225                Texas 33.1640 -101.7949
## 10226             Kentucky 37.7518  -87.2190
## 10227             Maryland 38.5440  -76.5879
## 10228             Michigan 43.4162  -85.8031
## 10229                 Iowa 42.3137  -92.1913
## 10230               Hawaii 21.9031 -159.4611
## 10231             Arkansas 35.7456  -90.5546
## 10232             Missouri 38.6983  -91.4342
## 10233              Indiana 38.4919  -87.2810
## 10234                 Iowa 42.2624  -90.4318
## 10235         Pennsylvania 40.9436  -75.4390
## 10236             Kentucky 37.7903  -87.0265
## 10237              Florida 30.9609  -85.5123
## 10238                Texas 29.7799  -95.5193
## 10239                Texas 30.7074 -101.2060
## 10240             Arkansas 35.3910  -93.1143
## 10241             Michigan 43.6007  -83.1767
## 10242           California 35.5765 -118.4764
## 10243             Colorado 39.5758 -104.8653
## 10244                Texas 29.3687 -100.9432
## 10245            Louisiana 29.8162  -90.4746
## 10246            Tennessee 35.7830  -89.1168
## 10247                 Ohio 41.1096  -83.9674
## 10248              Arizona 34.4141 -110.5696
## 10249             Colorado 40.0802 -102.2284
## 10250            Louisiana 31.5660  -93.4773
## 10251             Maryland 39.0269  -77.0736
## 10252         Pennsylvania 40.8680  -76.5492
## 10253          Mississippi 33.8101  -90.5304
## 10254             Maryland 38.9742  -77.1632
## 10255         Pennsylvania 40.8121  -77.8160
## 10256               Oregon 45.5216 -123.8858
## 10257                Texas 35.6431 -101.5964
## 10258             Illinois 40.5253  -89.4888
## 10259       North Carolina 35.9175  -81.1754
## 10260       North Carolina 35.9104  -82.0731
## 10261           New Mexico 36.6807 -108.0433
## 10262               Hawaii 21.9087 -159.5802
## 10263           Washington 48.1015 -119.7762
## 10264          Puerto Rico 18.0922  -65.8005
## 10265          Puerto Rico 18.0579  -66.4092
## 10266         Pennsylvania 41.8148  -78.2769
## 10267             New York 41.7779  -74.2955
## 10268           New Mexico 32.3568 -106.8129
## 10269             Illinois 39.0566  -88.7477
## 10270         Pennsylvania 40.9459  -76.6461
## 10271              Vermont 44.5583  -72.5933
## 10272            Tennessee 36.1037  -87.0565
## 10273             Virginia 39.3092  -78.3245
## 10274             Arkansas 36.2849  -92.4869
## 10275                Idaho 43.7299 -111.1043
## 10276             Nebraska 41.2335 -103.6513
## 10277              Arizona 31.9202 -111.8775
## 10278             Illinois 42.4519  -89.3986
## 10279                Texas 30.1378  -94.4046
## 10280            Wisconsin 43.8781  -90.1624
## 10281              Indiana 39.7666  -87.2295
## 10282             Kentucky 37.1183  -82.8230
## 10283         Pennsylvania 39.8566  -75.3342
## 10284             New York 44.9933  -73.3633
## 10285       North Carolina 35.2283  -80.3339
## 10286           New Jersey 39.9359  -74.1700
## 10287            Tennessee 36.2965  -82.3106
## 10288             Colorado 39.5286 -104.8172
## 10289              Alabama 34.9496  -85.7243
## 10290              Florida 24.6745  -81.4986
## 10291             Colorado 37.9381 -104.8451
## 10292            Minnesota 46.3690  -94.8019
## 10293                 Ohio 41.2083  -80.5378
## 10294          Puerto Rico 18.4029  -66.2492
## 10295               Nevada 39.3656 -119.3832
## 10296        Massachusetts 41.7900  -70.7550
## 10297             Kentucky 37.5589  -83.3783
## 10298          Mississippi 32.9073  -90.8769
## 10299              Indiana 41.3172  -87.0266
## 10300                 Ohio 40.3764  -82.3949
## 10301         Pennsylvania 40.1401  -74.8107
## 10302           California 37.8735 -122.4662
## 10303         Pennsylvania 40.2367  -75.6599
## 10304             Oklahoma 36.9349  -94.8615
## 10305             Virginia 39.0902  -78.2230
## 10306         Pennsylvania 41.2271  -75.8722
## 10307           New Jersey 41.0336  -74.3828
## 10308             Kentucky 37.2599  -85.4962
## 10309                Texas 32.1308  -96.2252
## 10310              Georgia 31.9848  -81.0532
## 10311           California 33.8285 -117.1233
## 10312             Kentucky 37.7501  -85.9703
## 10313             Maryland 39.3570  -77.2747
## 10314               Oregon 44.8489 -122.9518
## 10315             Arkansas 34.9688  -92.4224
## 10316            Wisconsin 45.3160  -91.6532
## 10317            Louisiana 30.9339  -90.5153
## 10318         Pennsylvania 39.8131  -75.4165
## 10319             Michigan 44.7318  -85.1834
## 10320                Texas 30.2115  -95.7420
## 10321             Illinois 39.9618  -89.7217
## 10322           New Jersey 39.8333  -74.9657
## 10323              Alabama 30.3855  -87.5888
## 10324             New York 42.1191  -79.1969
## 10325       North Carolina 35.5885  -78.1370
## 10326              Georgia 33.6408  -85.1803
## 10327              Georgia 31.1693  -83.4405
## 10328                Idaho 43.8762 -111.7510
## 10329                 Ohio 39.4319  -84.5399
## 10330          Puerto Rico 18.0287  -66.3356
## 10331             Oklahoma 34.2329  -95.6229
## 10332              Indiana 41.2161  -86.7769
## 10333             Illinois 41.5711  -87.6187
## 10334             Maryland 38.7156  -76.6730
## 10335              Indiana 41.5336  -86.0137
## 10336         South Dakota 44.0465  -96.5983
## 10337             Illinois 40.2056  -88.3725
## 10338             Missouri 39.5644  -94.4615
## 10339                Texas 32.9609  -97.3387
## 10340                Texas 29.7649  -94.6787
## 10341              Georgia 33.2070  -82.3878
## 10342               Kansas 37.8261  -96.2890
## 10343              Florida 26.1406  -80.1810
## 10344               Oregon 44.2027 -120.7550
## 10345             New York 42.7190  -73.7500
## 10346       North Carolina 35.5538  -80.4070
## 10347              Alabama 31.7182  -85.8178
## 10348                 Ohio 39.8112  -82.8155
## 10349             Arkansas 35.9481  -91.5468
## 10350              Georgia 34.4950  -83.0975
## 10351               Oregon 45.7846 -119.2187
## 10352                Texas 29.9250  -94.2389
## 10353                Texas 32.4698 -100.0111
## 10354             Oklahoma 36.0825  -96.0643
## 10355           New Jersey 40.6598  -75.1571
## 10356           California 33.0389 -115.6223
## 10357                 Iowa 41.6661  -91.3441
## 10358           California 39.0938 -120.9532
## 10359         Pennsylvania 39.8133  -79.0277
## 10360           New Jersey 39.2283  -74.8096
## 10361               Alaska 59.7703 -151.7052
## 10362             Virginia 38.9183  -77.4248
## 10363        West Virginia 39.3923  -80.2989
## 10364              Florida 25.0188  -80.5132
## 10365                 Iowa 40.6201  -93.9308
## 10366         Pennsylvania 39.9194  -75.4416
## 10367           New Jersey 40.8061  -74.2713
## 10368               Kansas 37.2690  -95.5536
## 10369             Michigan 42.1483  -84.0346
## 10370         Pennsylvania 40.8262  -79.9152
## 10371            Minnesota 43.7427  -93.7281
## 10372             Arkansas 34.7947  -91.7361
## 10373         Pennsylvania 41.4913  -78.6791
## 10374                 Ohio 39.6568  -81.8467
## 10375         Pennsylvania 41.5855  -80.4795
## 10376           New Mexico 35.8962 -106.0105
## 10377             Virginia 38.6459  -78.6709
## 10378           New Jersey 40.4218  -74.5890
## 10379             Virginia 37.9603  -76.7610
## 10380             New York 43.0221  -77.7555
## 10381             New York 42.4276  -76.4612
## 10382              Georgia 32.9826  -82.6032
## 10383            Louisiana 29.9516  -91.9916
## 10384               Nevada 40.7190 -116.1081
## 10385                Texas 30.0266  -98.1115
## 10386           Washington 48.3890 -122.2435
## 10387              Georgia 32.3410  -81.4224
## 10388            Louisiana 32.2716  -93.8099
## 10389          Mississippi 30.4171  -89.4322
## 10390             Maryland 39.2782  -77.5291
## 10391             Kentucky 36.9824  -82.9920
## 10392           California 39.9165 -120.9189
## 10393               Kansas 37.4241  -95.6848
## 10394               Kansas 38.6617  -96.4909
## 10395                Texas 32.8543  -97.3383
## 10396             Missouri 36.6532  -94.4441
## 10397            Wisconsin 44.9152  -89.6144
## 10398             Arkansas 36.3412  -94.0602
## 10399             Michigan 42.2055  -84.5551
## 10400             Missouri 36.8875  -89.9306
## 10401           New Jersey 39.6008  -74.2123
## 10402              Indiana 38.9531  -84.8544
## 10403            Wisconsin 43.6530  -90.8584
## 10404             New York 41.3867  -74.1419
## 10405           New Jersey 40.8271  -74.2798
## 10406           Washington 46.9018 -119.6205
## 10407           Washington 47.4464 -121.7690
## 10408               Oregon 45.8611 -123.1834
## 10409       North Carolina 35.5029  -78.2492
## 10410             Arkansas 35.9490  -94.4174
## 10411         Pennsylvania 40.3108  -78.9327
## 10412           New Jersey 39.7913  -75.1486
## 10413         Pennsylvania 39.7869  -76.9921
## 10414              Wyoming 43.3082 -110.7443
## 10415                 Ohio 39.9644  -82.4898
## 10416            Wisconsin 44.3493  -87.8313
## 10417       North Carolina 34.9660  -76.9400
## 10418           New Jersey 41.0814  -74.1750
## 10419              Indiana 37.8895  -87.0542
## 10420          Mississippi 32.5433  -90.3141
## 10421             Kentucky 38.0656  -85.7177
## 10422           California 33.9127 -116.7828
## 10423             Missouri 36.9877  -91.9620
## 10424             Illinois 42.4639  -88.3093
## 10425              Florida 29.0572  -82.4289
## 10426       North Carolina 35.2958  -82.4913
## 10427           California 35.6431 -118.3102
## 10428             Colorado 40.2230 -105.2692
## 10429         Pennsylvania 40.5523  -75.6039
## 10430              Georgia 32.1834  -82.5959
## 10431           California 37.9917 -120.2617
## 10432            Louisiana 30.1611  -91.1495
## 10433             Missouri 38.3944  -94.3435
## 10434        Massachusetts 41.4572  -70.6070
## 10435            Tennessee 35.2388  -84.9139
## 10436             Virginia 38.9447  -77.5307
## 10437             Missouri 38.4949  -90.8163
## 10438             Nebraska 41.3682  -96.1616
## 10439         Pennsylvania 41.3145  -74.9434
## 10440                Idaho 47.5371 -116.1420
## 10441        West Virginia 37.5812  -81.3855
## 10442             Maryland 38.3370  -76.4604
## 10443          Puerto Rico 18.1462  -65.4429
## 10444            Louisiana 29.8825  -90.3935
## 10445             Illinois 39.3002  -89.2851
## 10446              Florida 29.0007  -81.4240
## 10447       North Carolina 35.7550  -81.4971
## 10448               Oregon 45.2234 -122.5617
## 10449        Massachusetts 41.6012  -70.6364
## 10450             Arkansas 33.1190  -91.2640
## 10451         Pennsylvania 40.3755  -75.9240
## 10452       South Carolina 34.5462  -80.5873
## 10453              Georgia 33.2790  -84.2760
## 10454          Connecticut 41.3570  -73.5267
## 10455              Alabama 33.7464  -86.8042
## 10456         South Dakota 42.6812  -96.6805
## 10457       South Carolina 33.8328  -81.8051
## 10458                 Iowa 43.1894  -96.1342
## 10459             New York 40.7202  -73.6854
## 10460             Arkansas 33.3287  -91.2847
## 10461         Pennsylvania 40.5849  -79.5416
## 10462                Texas 32.5594  -96.7643
## 10463           California 35.0480 -120.5760
## 10464               Oregon 45.4258 -117.2789
## 10465            Louisiana 29.5586  -90.6385
## 10466       North Carolina 36.3868  -79.9750
## 10467        Massachusetts 42.4795  -72.5947
## 10468              Florida 30.4540  -86.9036
## 10469              Alabama 33.1237  -88.1593
## 10470        Massachusetts 42.1487  -70.7315
## 10471             Kentucky 36.6906  -85.1353
## 10472         Pennsylvania 40.5031  -75.7023
## 10473           California 40.3017 -121.2339
## 10474                Texas 32.7634  -94.3512
## 10475                Texas 30.9876  -97.3531
## 10476             Delaware 38.4651  -75.5553
## 10477           Washington 47.8526 -122.1058
## 10478                 Iowa 41.9943  -91.8585
## 10479          Connecticut 41.2811  -72.4424
## 10480          Mississippi 33.1761  -90.8529
## 10481             Maryland 38.6268  -75.8640
## 10482             Arkansas 34.6308  -92.5605
## 10483                 Utah 37.8683 -109.3380
## 10484                 Ohio 41.2088  -80.7785
## 10485       North Carolina 34.5564  -77.3824
## 10486           New Mexico 34.8053 -106.6868
## 10487             New York 41.2642  -73.9468
## 10488           California 33.8913 -116.3551
## 10489                 Ohio 39.7468  -81.5127
## 10490              Indiana 40.6170  -87.3185
## 10491             New York 43.1065  -76.2095
## 10492          Puerto Rico 18.4533  -66.8556
## 10493               Kansas 39.7512  -99.3210
## 10494             New York 40.8081  -72.6457
## 10495           California 37.9977 -122.3300
## 10496                 Ohio 39.0649  -82.9986
## 10497                 Ohio 39.9733  -81.5459
## 10498                Texas 31.5591  -97.2960
## 10499              Montana 45.6176 -106.6134
## 10500                Texas 27.9231  -97.2908
## 10501       North Carolina 34.7304  -76.9241
## 10502              Alabama 31.5664  -85.2528
## 10503             Maryland 39.0774  -76.9023
## 10504             Missouri 37.0019  -93.0843
## 10505             New York 41.2907  -73.8357
## 10506         Pennsylvania 40.3243  -79.8590
## 10507             Missouri 38.6068  -90.3912
## 10508             Colorado 40.0647 -105.9194
## 10509              Florida 25.8095  -80.2974
## 10510             Illinois 41.7714  -88.6397
## 10511                Texas 32.7954  -95.4436
## 10512              Georgia 31.2477  -82.3677
## 10513                 Ohio 39.8672  -83.9454
## 10514         Pennsylvania 41.0111  -80.3792
## 10515              Georgia 34.9015  -84.9645
## 10516               Kansas 37.6353  -97.7797
## 10517              Arizona 35.6705 -109.0639
## 10518             Virginia 36.8751  -81.7642
## 10519         Pennsylvania 40.8197  -75.9161
## 10520       North Carolina 34.7365  -79.3527
## 10521              Montana 46.3192 -111.5197
## 10522          Mississippi 31.6999  -90.3961
## 10523                Texas 28.9828  -97.5051
## 10524         Pennsylvania 39.9780  -76.7308
## 10525             New York 44.2838  -73.9853
## 10526           New Jersey 39.7921  -75.2437
## 10527       South Carolina 32.7684  -79.8355
## 10528             Kentucky 37.1740  -87.6880
## 10529               Oregon 45.2945 -123.1753
## 10530           Washington 47.6443 -121.9040
## 10531             New York 42.0454  -73.9477
## 10532            Tennessee 36.0632  -83.6594
## 10533             New York 42.9780  -76.1417
## 10534            Louisiana 32.0256  -93.3406
## 10535         Pennsylvania 40.5102  -75.3915
## 10536                Texas 33.8671  -96.6596
## 10537           California 39.7427 -122.0110
## 10538        West Virginia 39.2502  -80.3054
## 10539        West Virginia 39.1807  -81.5130
## 10540              Indiana 39.4638  -87.4506
## 10541                 Ohio 39.1855  -84.4891
## 10542       North Carolina 36.2257  -81.1653
## 10543                 Ohio 39.3500  -84.1230
## 10544             Virginia 37.3592  -78.8276
## 10545             Kentucky 37.8357  -85.7243
## 10546             Maryland 39.3070  -77.4692
## 10547            Wisconsin 42.8132  -89.6337
## 10548         Pennsylvania 39.8902  -79.9680
## 10549         Pennsylvania 40.8249  -77.8850
## 10550               Hawaii 19.1993 -155.4772
## 10551                Texas 34.7268 -100.5416
## 10552              Indiana 41.7280  -84.9396
## 10553           New Jersey 40.3206  -74.6237
## 10554             Illinois 39.4388  -90.4020
## 10555             Arkansas 35.2354  -91.6708
## 10556          Mississippi 33.1831  -90.2232
## 10557                Texas 30.4910  -95.0021
## 10558                 Ohio 39.9905  -81.9982
## 10559            Louisiana 30.1123  -92.0710
## 10560             Illinois 40.2022  -89.6974
## 10561        West Virginia 40.3189  -80.5825
## 10562            Minnesota 47.5601  -92.1163
## 10563           California 39.8241 -120.4733
## 10564             Missouri 36.2323  -89.7475
## 10565           California 34.4064 -118.8019
## 10566             New York 41.0989  -72.3734
## 10567                Texas 30.4088  -98.0452
## 10568            Minnesota 45.2334  -94.0063
## 10569                 Ohio 40.4274  -83.2951
## 10570       North Carolina 35.3423  -82.5568
## 10571             Colorado 40.6385 -105.1445
## 10572         Pennsylvania 39.8808  -76.8641
## 10573           Washington 47.4017 -122.0763
## 10574          Connecticut 41.9575  -72.7919
## 10575                Texas 32.1450  -95.1229
## 10576         Pennsylvania 41.1174  -80.3322
## 10577           Washington 46.8917 -124.1118
## 10578           Washington 46.2116 -119.9938
## 10579              Arizona 33.0564 -110.9074
## 10580         Pennsylvania 40.2783  -79.5473
## 10581         South Dakota 44.5107 -103.9045
## 10582         Pennsylvania 39.8825  -76.7121
## 10583              Alabama 31.2034  -85.3057
## 10584              Florida 26.2545  -81.7861
## 10585            Wisconsin 44.9690  -92.4381
## 10586                 Ohio 39.9609  -83.4874
## 10587             Kentucky 37.6718  -87.0511
## 10588              Georgia 33.4067  -82.6653
## 10589         Pennsylvania 40.3701  -80.2324
## 10590              Florida 27.7542  -82.7285
## 10591             Michigan 42.3257  -85.1357
## 10592             Michigan 43.6955  -86.3679
## 10593           New Jersey 41.0769  -74.5973
## 10594                Texas 29.2342  -98.7950
## 10595            Tennessee 36.4589  -82.2768
## 10596        Massachusetts 41.8883  -71.3297
## 10597       North Carolina 35.4449  -78.4159
## 10598                Texas 32.1108  -95.4212
## 10599             Colorado 39.5140 -104.8217
## 10600             Arkansas 35.6050  -92.2659
## 10601        West Virginia 38.3246  -80.6450
## 10602                 Ohio 40.1270  -83.9644
## 10603                 Ohio 41.5316  -81.4100
## 10604             Illinois 42.3086  -89.3577
## 10605             New York 40.7137  -73.1628
## 10606          Mississippi 33.1804  -90.4863
## 10607           California 40.5035 -121.8600
## 10608             Maryland 39.4165  -79.4022
## 10609           California 38.3006 -122.6707
## 10610              Wyoming 44.4887 -108.0592
## 10611             Missouri 37.1466  -94.4388
## 10612           Washington 47.5717 -121.9133
## 10613        West Virginia 38.8024  -81.3531
## 10614           New Jersey 40.9325  -74.7179
## 10615       South Carolina 33.1861  -80.5794
## 10616             Virginia 38.4115  -78.7270
## 10617            Louisiana 29.3876  -90.2739
## 10618                 Ohio 39.8064  -82.0758
## 10619               Alaska 57.7450 -152.5442
## 10620                 Ohio 40.8967  -81.3322
## 10621           California 34.1637 -118.6612
## 10622              Wyoming 42.7270 -110.9315
## 10623           Washington 47.0584 -123.2723
## 10624             New York 42.4667  -75.0969
## 10625         Pennsylvania 40.0632  -75.0934
## 10626                Texas 29.2285  -98.6567
## 10627             Michigan 42.3120  -86.1135
## 10628          Connecticut 41.8459  -72.8294
## 10629             Kentucky 37.3654  -84.3401
## 10630             Oklahoma 34.2335  -97.4867
## 10631           New Mexico 36.7138 -107.9154
## 10632               Oregon 46.1047 -123.2045
## 10633         Pennsylvania 40.4451  -75.9684
## 10634            Minnesota 46.7100  -92.3721
## 10635              Wyoming 44.8357 -108.3919
## 10636             Illinois 38.6504  -90.1024
## 10637             Maryland 39.3901  -77.3513
## 10638                Texas 29.8596  -95.1340
## 10639       South Carolina 34.9328  -81.8763
## 10640         Pennsylvania 40.3730  -75.2041
## 10641              Florida 30.9589  -85.1622
## 10642               Kansas 38.6862  -96.8669
## 10643            Tennessee 35.2367  -85.8513
## 10644             Michigan 44.0168  -84.8080
## 10645                Texas 30.1773  -93.7538
## 10646             New York 41.7222  -73.9333
## 10647           New Mexico 32.7579 -108.1337
## 10648           Washington 47.8563 -121.6921
## 10649             Colorado 40.0898 -104.6210
## 10650             Kentucky 36.9893  -85.0662
## 10651           California 36.5399 -119.8450
## 10652             Oklahoma 35.3547  -99.1751
## 10653           California 39.0218 -122.6593
## 10654                Maine 44.2190  -70.5113
## 10655          Puerto Rico 18.4264  -66.7872
## 10656              Wyoming 42.9798 -110.9617
## 10657              Alabama 33.2346  -86.4884
## 10658            Wisconsin 43.9554  -89.8169
## 10659             Michigan 41.9314  -83.3294
## 10660               Kansas 37.1588  -98.0418
## 10661             Virginia 38.2844  -78.9125
## 10662            Minnesota 46.5875  -94.2983
## 10663            Wisconsin 43.5682  -87.8243
## 10664                Texas 28.9752  -95.4714
## 10665            Wisconsin 42.6036  -90.4318
## 10666                 Iowa 41.8762  -91.5856
## 10667                Texas 34.0325  -98.9200
## 10668           New Jersey 40.3487  -74.4637
## 10669               Alaska 56.3317 -132.0223
## 10670              Montana 46.8801 -113.9401
## 10671           New Jersey 39.9452  -74.0790
## 10672                 Iowa 42.4477  -90.8448
## 10673            Minnesota 44.7696  -93.7931
## 10674         South Dakota 44.8725  -98.5187
## 10675            Louisiana 29.9586  -92.0371
## 10676              Georgia 32.3188  -84.5177
## 10677                Texas 32.4502  -94.9439
## 10678                Texas 29.4197  -98.2047
## 10679             Arkansas 36.4105  -93.7450
## 10680             Virginia 38.1618  -78.8413
## 10681                 Iowa 43.4441  -93.2160
## 10682       South Carolina 34.1334  -79.9408
## 10683          Puerto Rico 18.2447  -65.6662
## 10684              Georgia 34.8775  -83.4027
## 10685             Nebraska 40.5145 -101.6374
## 10686            Minnesota 46.8770  -96.3180
## 10687       South Carolina 34.5164  -81.9856
## 10688              Florida 26.7645  -82.0507
## 10689             Colorado 38.4835 -105.2240
## 10690           New Jersey 39.9699  -74.0723
## 10691                 Utah 41.7221 -111.8193
## 10692         Pennsylvania 40.3280  -76.4066
## 10693             New York 43.5653  -76.1268
## 10694           California 36.6524 -119.7908
## 10695       South Carolina 34.9102  -81.7662
## 10696             Kentucky 38.7774  -84.9040
## 10697               Kansas 37.5327  -95.8220
## 10698         Pennsylvania 40.6674  -80.2411
## 10699           New Jersey 40.5198  -74.4403
## 10700              Florida 29.4923  -82.8682
## 10701                 Utah 40.9120 -111.4130
## 10702                 Ohio 41.3662  -81.5554
## 10703         Pennsylvania 40.2697  -76.1218
## 10704            Wisconsin 44.9107  -90.3159
## 10705               Oregon 43.9840 -117.2418
## 10706            Tennessee 35.6117  -86.5739
## 10707             Missouri 39.2227  -93.0650
## 10708             Virginia 36.6343  -80.1985
## 10709          Mississippi 34.4355  -89.9114
## 10710             Arkansas 35.2770  -91.6411
## 10711             Missouri 36.8446  -94.6093
## 10712           New Jersey 39.9396  -74.2572
## 10713            Louisiana 29.7174  -91.0607
## 10714              Alabama 34.1682  -86.0572
## 10715              Indiana 39.2862  -86.7725
## 10716                 Iowa 42.8498  -92.0970
## 10717             New York 42.0639  -76.1567
## 10718        Massachusetts 42.6048  -72.0771
## 10719           Washington 47.1943 -120.9539
## 10720                 Ohio 39.1432  -84.3972
## 10721             Michigan 42.2911  -85.4182
## 10722         South Dakota 44.3219  -96.9219
## 10723            Wisconsin 43.9375  -91.3073
## 10724           New Jersey 40.2971  -74.3607
## 10725               Alaska 59.7470 -151.2885
## 10726            Louisiana 30.5565  -91.9565
## 10727                 Ohio 40.2335  -82.4410
## 10728             Maryland 38.9037  -76.9059
## 10729             Arkansas 35.5251  -90.4252
## 10730                 Iowa 42.6717  -95.3045
## 10731                Texas 31.5421  -96.8300
## 10732             Kentucky 37.5853  -84.7903
## 10733       South Carolina 32.9594  -81.2363
## 10734              Florida 27.7569  -80.3991
## 10735         North Dakota 48.8248 -100.4426
## 10736             New York 42.5236  -76.9775
## 10737               Oregon 44.8091 -124.0599
## 10738             Michigan 42.4508  -84.4334
## 10739             Illinois 39.0726  -89.7277
## 10740                Texas 30.7480  -99.2288
## 10741                Texas 26.1218  -97.1703
## 10742             Michigan 46.4172  -86.6439
## 10743         Pennsylvania 40.2289  -74.9323
## 10744            Tennessee 36.4931  -88.8835
## 10745             Kentucky 37.9309  -86.9027
## 10746              Florida 28.3854  -81.1709
## 10747                Texas 26.3744  -97.9727
## 10748           California 40.5430 -122.4638
## 10749       South Carolina 33.3552  -81.2835
## 10750           California 37.3654 -119.7166
## 10751                Texas 29.0810  -95.6372
## 10752             Illinois 41.2984  -90.1907
## 10753               Alaska 59.0550 -158.5378
## 10754             Virginia 37.0937  -81.8601
## 10755             Missouri 40.4237  -91.7187
## 10756         Pennsylvania 40.0239  -76.5312
## 10757           California 35.4375 -120.8846
## 10758         North Dakota 47.4520  -99.1307
## 10759             Missouri 36.7179  -93.1715
## 10760                 Utah 41.3253 -111.8288
## 10761             New York 43.0478  -75.2809
## 10762                Texas 26.2346  -97.5818
## 10763             New York 40.7221  -73.7252
## 10764              Florida 28.2603  -81.4525
## 10765                 Iowa 41.2792  -91.3640
## 10766         Pennsylvania 39.8674  -75.3780
## 10767             Missouri 38.2475  -93.3708
## 10768           California 33.4098 -117.1395
## 10769                Texas 33.5866  -95.9090
## 10770               Hawaii 19.5286 -155.9112
## 10771              Alabama 32.0007  -87.2967
## 10772             Michigan 45.4235  -84.6236
## 10773               Oregon 44.0248 -124.1208
## 10774             Maryland 38.4568  -76.4737
## 10775           New Jersey 39.7896  -74.1926
## 10776             Michigan 43.1765  -83.8932
## 10777            Minnesota 46.5262  -93.7056
## 10778             Missouri 39.7167  -92.9473
## 10779              Florida 26.8338  -81.0984
## 10780           California 34.8446 -119.1669
## 10781            Wisconsin 44.0513  -89.1059
## 10782              Georgia 31.0385  -82.7420
## 10783             Illinois 38.3766  -88.0580
## 10784             Arkansas 35.8203  -90.4547
## 10785             Oklahoma 35.2327  -97.1000
## 10786             Illinois 38.8120  -90.0612
## 10787             New York 42.9085  -76.5263
## 10788               Kansas 38.9346  -99.5568
## 10789           California 38.0289 -121.6404
## 10790        Massachusetts 41.6724  -70.0641
## 10791       North Carolina 33.8957  -78.5514
## 10792                 Ohio 39.7134  -83.2735
## 10793             Maryland 39.4004  -79.3812
## 10794             New York 40.8922  -73.5967
## 10795             Missouri 36.5223  -91.5408
## 10796             Colorado 40.4851 -107.2390
## 10797          Puerto Rico 18.1883  -65.8079
## 10798             Illinois 39.9853  -90.7642
## 10799             Michigan 42.8424  -82.8832
## 10800            Louisiana 31.1031  -93.1793
## 10801             Oklahoma 35.0179  -97.3348
## 10802                 Ohio 41.2299  -80.5269
## 10803              Alabama 30.4122  -87.4320
## 10804              Alabama 32.5864  -86.3917
## 10805             New York 40.9222  -72.3533
## 10806              Alabama 33.4260  -86.9261
## 10807           California 37.8757 -121.6422
## 10808                Idaho 42.1899 -112.2497
## 10809              Alabama 33.1641  -87.3534
## 10810           New Mexico 35.6799 -106.0398
## 10811                 Iowa 42.3018  -91.0048
## 10812           New Mexico 32.1148 -103.1900
## 10813       North Carolina 35.4070  -78.6684
## 10814              Indiana 39.7959  -85.5312
## 10815           California 38.2465 -120.3479
## 10816         North Dakota 46.4385  -97.6841
## 10817         South Dakota 42.8624  -97.8964
## 10818            Louisiana 30.0926  -91.8996
## 10819           New Jersey 40.7826  -74.7776
## 10820            Minnesota 44.2372  -94.9819
## 10821          Mississippi 31.1173  -90.1445
## 10822           New Jersey 40.0652  -74.9221
## 10823            Wisconsin 43.1396  -88.5963
## 10824         Pennsylvania 40.2242  -75.6418
## 10825             Michigan 43.1773  -83.7355
## 10826              Indiana 38.2270  -86.8631
## 10827              Indiana 38.6615  -86.4517
## 10828             Arkansas 35.0529  -93.3902
## 10829                Texas 26.1309  -97.9687
## 10830                Idaho 48.1782 -116.8838
## 10831            Louisiana 30.0688  -90.6285
## 10832                 Iowa 43.4169  -93.5315
## 10833            Wisconsin 44.9435  -90.3174
## 10834             Michigan 43.1277  -82.7972
## 10835         Pennsylvania 41.2472  -78.7930
## 10836             Michigan 41.8378  -85.6650
## 10837                Texas 34.8538 -100.2140
## 10838             Virginia 37.3316  -80.8082
## 10839             Missouri 40.2031  -93.1240
## 10840                 Ohio 40.8785  -80.7624
## 10841               Oregon 44.5234 -121.2110
## 10842           Washington 46.9540 -123.7726
## 10843                Texas 31.9520  -97.3192
## 10844           New Jersey 39.6931  -74.2495
## 10845              Alabama 33.8331  -86.2698
## 10846              Vermont 43.1820  -73.0369
## 10847               Kansas 38.3574  -98.5837
## 10848         Pennsylvania 39.8960  -79.6976
## 10849        West Virginia 37.7410  -81.2298
## 10850            Tennessee 36.1861  -87.3389
## 10851             Oklahoma 35.2410  -94.6237
## 10852         Pennsylvania 40.1576  -76.9839
## 10853              Georgia 34.8741  -85.5096
## 10854             Kentucky 38.1364  -83.7604
## 10855             New York 40.8402  -72.7285
## 10856                 Iowa 41.0079  -91.1636
## 10857             Missouri 38.7029  -90.3427
## 10858            Minnesota 44.2390  -95.6153
## 10859              Montana 45.8943 -106.6280
## 10860             Oklahoma 34.9301  -95.7189
## 10861            Louisiana 32.6888  -92.0603
## 10862          Connecticut 41.7981  -71.9020
## 10863         Pennsylvania 40.3846  -77.8822
## 10864             New York 43.2860  -76.1419
## 10865         Pennsylvania 40.4084  -75.9225
## 10866          Puerto Rico 18.3391  -65.8943
## 10867             Delaware 39.0293  -75.5202
## 10868             Michigan 46.7526  -88.4477
## 10869       South Carolina 33.8180  -81.0997
## 10870                 Iowa 41.9902  -92.5803
## 10871           New Mexico 32.3161 -107.7602
## 10872              Florida 28.5971  -81.6786
## 10873         Pennsylvania 40.5535  -76.3860
## 10874          Mississippi 31.0870  -91.0655
## 10875             New York 42.0802  -78.4748
## 10876             New York 41.8436  -74.1518
## 10877                Texas 30.0987  -98.4169
## 10878         Pennsylvania 41.5273  -75.5454
## 10879                 Ohio 39.6599  -83.7424
## 10880             Michigan 41.8727  -85.1915
## 10881                Texas 29.7814  -94.3794
## 10882              Montana 45.8899 -111.5525
## 10883                Texas 34.2954  -99.7428
## 10884              Indiana 40.5076  -86.8526
## 10885              Arizona 34.1560 -109.2988
## 10886           New Mexico 32.3438 -108.7021
## 10887               Oregon 45.6150 -123.1071
## 10888             Virginia 36.7594  -83.0299
## 10889        West Virginia 39.4023  -81.1951
## 10890         North Dakota 48.3137 -102.3974
## 10891             Michigan 42.7824  -85.1374
## 10892           California 38.0333 -120.4096
## 10893         Pennsylvania 41.3433  -80.4032
## 10894         Pennsylvania 40.6302  -79.6022
## 10895             Kentucky 37.9745  -86.1107
## 10896             New York 43.1034  -77.8825
## 10897       North Carolina 34.8086  -78.9751
## 10898              Arizona 36.9070 -113.9362
## 10899           New Jersey 40.5224  -74.5765
## 10900              Indiana 40.1032  -85.7375
## 10901                 Ohio 38.7812  -82.9664
## 10902             Maryland 38.9425  -76.8945
## 10903            Minnesota 43.8684  -93.0552
## 10904           Washington 48.2400 -122.1638
## 10905           New Mexico 35.8984 -105.9667
## 10906          Puerto Rico 18.3970  -66.2643
## 10907            Louisiana 30.4855  -92.6009
## 10908             Michigan 43.2988  -84.1476
## 10909               Oregon 45.3941 -122.7580
## 10910            Wisconsin 43.7364  -87.7795
## 10911        Massachusetts 42.5439  -71.6146
## 10912            Minnesota 45.1381  -93.1714
## 10913               Hawaii 21.3667 -157.7713
## 10914            Tennessee 34.9944  -85.3516
## 10915              Alabama 31.7006  -87.7748
## 10916               Kansas 37.8125  -95.4363
## 10917              Montana 45.6360 -109.2488
## 10918             Maryland 39.6530  -77.8306
## 10919             Virginia 36.7899  -81.7726
## 10920             Michigan 44.2737  -84.2362
## 10921           New Jersey 39.1523  -74.6976
## 10922                Texas 33.6624 -101.6838
## 10923            Tennessee 36.3978  -82.1511
## 10924       North Carolina 34.6861  -77.0833
## 10925            Louisiana 30.6361  -90.5056
## 10926         South Dakota 43.7668 -103.6006
## 10927        West Virginia 39.4442  -79.5435
## 10928         Pennsylvania 40.2919  -79.5478
## 10929           New Mexico 36.3619 -105.6016
## 10930               Kansas 37.8097 -100.3453
## 10931             Colorado 38.2208 -103.7566
## 10932           Washington 47.8114 -122.6563
## 10933                 Ohio 40.7079  -84.3526
## 10934            Tennessee 35.2620  -85.7515
## 10935                 Iowa 41.7180  -94.9284
## 10936       North Carolina 35.9163  -82.2977
## 10937              Georgia 33.2766  -82.9704
## 10938           Washington 48.1781 -117.0546
## 10939          Puerto Rico 17.9638  -66.3673
## 10940               Kansas 39.8245  -97.6337
## 10941           Washington 47.3814 -122.7153
## 10942                 Iowa 42.3439  -95.4733
## 10943             Nebraska 40.5308  -97.5974
## 10944             Oklahoma 36.1894  -95.3374
## 10945                Texas 29.5241  -96.0622
## 10946           Washington 46.0460 -118.3033
## 10947          Mississippi 34.0852  -88.6248
## 10948             Virginia 36.8009  -81.6832
## 10949                Texas 31.0407 -104.8341
## 10950            Louisiana 31.1656  -92.5098
## 10951             Michigan 42.4543  -83.9457
## 10952       North Carolina 35.4860  -83.3011
## 10953              Wyoming 42.8676 -109.8707
## 10954            Tennessee 36.4319  -84.9341
## 10955              Indiana 40.4778  -85.9627
## 10956                 Ohio 38.4977  -82.6423
## 10957       North Carolina 35.4506  -77.6769
## 10958              Indiana 40.1137  -87.2566
## 10959              Georgia 32.5570  -84.2377
## 10960             New York 42.4578  -76.5387
## 10961                Texas 29.0413  -96.5110
## 10962            Minnesota 48.9168  -95.3271
## 10963              Georgia 31.1741  -84.7319
## 10964             Arkansas 33.9154  -93.1545
## 10965              Georgia 31.5381  -84.6033
## 10966             Illinois 41.7848  -88.4225
## 10967       North Carolina 36.1813  -76.4673
## 10968                 Ohio 38.9948  -82.0643
## 10969                Texas 34.0661 -101.8463
## 10970             Illinois 39.7677  -89.6785
## 10971                 Ohio 39.6372  -84.6446
## 10972             Nebraska 41.5993  -98.9166
## 10973            Minnesota 45.3785  -94.7216
## 10974       South Carolina 34.3561  -81.0708
## 10975       North Carolina 36.1800  -77.6690
## 10976              Indiana 40.2210  -85.7718
## 10977         Pennsylvania 40.3848  -79.8073
## 10978             Missouri 38.5376  -90.3121
## 10979              Indiana 39.6600  -86.1171
## 10980              Alabama 32.4490  -87.4958
## 10981            Minnesota 45.3018  -96.4415
## 10982              Alabama 34.2664  -85.8679
## 10983               Hawaii 20.2340 -155.8028
## 10984           Washington 46.7027 -120.7560
## 10985             Colorado 39.7444 -105.5006
## 10986             Michigan 45.1547  -85.1300
## 10987                 Ohio 41.5364  -80.8596
## 10988         Pennsylvania 41.3188  -75.9404
## 10989                 Utah 41.9619 -111.8799
## 10990              Alabama 30.4898  -87.9112
## 10991              Florida 27.8293  -82.8277
## 10992         Pennsylvania 40.1126  -77.1854
## 10993          Mississippi 31.4172  -89.5423
## 10994           California 38.7422 -120.6808
## 10995             Illinois 40.6470  -88.7841
## 10996             Michigan 42.1075  -85.9746
## 10997           New Mexico 34.6147 -106.7631
## 10998                Texas 30.8503  -93.7536
## 10999             Virginia 38.7390  -78.6510
## 11000             Oklahoma 36.5321  -95.4346
## 11001             Michigan 45.8694  -84.7258
## 11002             New York 41.4692  -74.4177
## 11003              Georgia 32.8663  -82.4014
## 11004              Indiana 41.7018  -86.4916
## 11005               Oregon 42.1672 -123.6473
## 11006       South Carolina 33.6640  -80.7780
## 11007           Washington 47.8828 -121.9886
## 11008              Montana 47.6035 -114.1059
## 11009         Pennsylvania 40.8266  -77.8226
## 11010                 Ohio 41.5202  -83.3619
## 11011       South Carolina 34.7180  -81.1929
## 11012              Florida 26.7586  -80.0761
## 11013             New York 42.6996  -74.9300
## 11014        West Virginia 39.3454  -78.7564
## 11015                Texas 30.8617 -100.5979
## 11016         Pennsylvania 40.0598  -75.6790
## 11017       North Carolina 36.1308  -77.4214
## 11018             New York 43.0839  -76.8707
## 11019              Indiana 41.5587  -87.2718
## 11020                Texas 35.2154 -100.2462
## 11021              Montana 45.1933 -109.2501
## 11022              Montana 48.3554 -107.8702
## 11023                Texas 30.1811  -95.1551
## 11024             Michigan 42.9147  -83.5092
## 11025         Pennsylvania 40.5524  -76.0020
## 11026            Minnesota 43.9901  -95.7576
## 11027            Wisconsin 43.5358  -89.3010
## 11028             Illinois 40.6054  -88.9891
## 11029               Kansas 39.8380  -96.0696
## 11030             Virginia 38.5769  -78.5027
## 11031              Indiana 41.4327  -85.0347
## 11032          Connecticut 41.7732  -72.3299
## 11033             New York 42.7756  -77.7135
## 11034              Florida 30.6298  -84.4135
## 11035           New Jersey 40.4261  -74.0802
## 11036            Minnesota 43.9883  -92.2321
## 11037                Texas 32.4463  -95.7023
## 11038              Georgia 31.7093  -81.7452
## 11039       South Carolina 35.0669  -82.3695
## 11040              Indiana 40.3509  -86.9622
## 11041         Pennsylvania 40.3495  -76.1391
## 11042             Arkansas 35.2865  -91.3614
## 11043            Tennessee 35.2755  -86.1400
## 11044                Texas 32.7509  -97.7001
## 11045             Illinois 40.2638  -89.2309
## 11046       South Carolina 33.3283  -81.7925
## 11047             Illinois 41.5685  -88.1638
## 11048                 Ohio 40.1319  -84.4293
## 11049               Hawaii 21.1564 -157.0591
## 11050             New York 42.0606  -73.9522
## 11051               Oregon 46.0768 -122.9405
## 11052            Tennessee 36.4745  -82.8593
## 11053             Virginia 36.9947  -78.2242
## 11054              Georgia 33.6277  -83.8721
## 11055       South Carolina 34.3894  -82.2390
## 11056               Alaska 63.8723 -145.2158
## 11057              Arizona 34.9614 -110.3274
## 11058            Tennessee 36.3043  -82.1948
## 11059           Washington 46.9994 -122.3920
## 11060                Texas 29.4332  -97.1734
## 11061             Kentucky 37.3205  -84.9287
## 11062            Wisconsin 42.8811  -88.6000
## 11063           Washington 47.5125 -122.5298
## 11064           New Jersey 40.3208  -74.3862
## 11065             New York 41.6191  -74.5902
## 11066             Illinois 40.6970  -90.0024
## 11067             Illinois 38.1499  -88.9040
## 11068            Wisconsin 43.0789  -89.4468
## 11069          Mississippi 30.4866  -89.6997
## 11070             Missouri 37.1473  -92.7689
## 11071          Puerto Rico 18.3522  -66.4442
## 11072                 Ohio 41.1694  -80.6659
## 11073             Illinois 39.2484  -88.1598
## 11074        West Virginia 39.6587  -79.9868
## 11075             Illinois 40.9104  -89.0381
## 11076             Missouri 37.0709  -94.4567
## 11077                 Ohio 39.1584  -84.3112
## 11078                Texas 32.7550  -99.8963
## 11079             Michigan 42.0597  -83.2654
## 11080              Florida 26.2837  -80.0796
## 11081                Texas 26.1831  -97.8850
## 11082             Michigan 43.6021  -84.0756
## 11083             Michigan 41.7226  -84.2169
## 11084              Georgia 31.2970  -82.8544
## 11085            Louisiana 29.9555  -91.2073
## 11086            Louisiana 31.5208  -92.7001
## 11087                 Ohio 40.6509  -84.1428
## 11088         Pennsylvania 39.9908  -76.2420
## 11089                 Ohio 41.4493  -84.7500
## 11090             Illinois 39.7144  -88.4696
## 11091           New Jersey 39.9151  -74.5654
## 11092             Virginia 36.6313  -79.9515
## 11093         Pennsylvania 41.3100  -75.9281
## 11094         Pennsylvania 40.1378  -75.4983
## 11095             Michigan 41.9451  -83.2751
## 11096                 Utah 41.7492 -111.9173
## 11097            Louisiana 30.1042  -92.1211
## 11098             Arkansas 36.1401  -92.1341
## 11099          Puerto Rico 18.4391  -66.9321
## 11100             Michigan 46.5565  -87.4417
## 11101             Michigan 42.8202  -84.6907
## 11102             Arkansas 33.3636  -92.7314
## 11103         Pennsylvania 41.6795  -77.0690
## 11104             Virginia 38.0212  -77.9986
## 11105               Oregon 45.4304 -122.3716
## 11106             Illinois 41.6160  -90.3280
## 11107               Oregon 45.3786 -122.6822
## 11108             Kentucky 37.9660  -83.8319
## 11109                 Utah 40.1753 -110.3940
## 11110         Pennsylvania 40.1304  -79.8514
## 11111          Connecticut 41.2918  -72.3682
## 11112              Indiana 39.6349  -84.9260
## 11113           Washington 48.0186 -122.5359
## 11114                 Ohio 40.7867  -84.1995
## 11115            Louisiana 29.6645  -91.1072
## 11116              Alabama 32.3784  -87.0074
## 11117       South Carolina 33.4919  -80.8286
## 11118                 Ohio 40.7135  -81.5993
## 11119         South Dakota 43.2398 -100.8229
## 11120             Maryland 38.3937  -75.4073
## 11121             Missouri 39.1194  -92.2268
## 11122       South Carolina 33.8830  -80.5156
## 11123              Montana 45.6026 -107.4591
## 11124               Oregon 45.8958 -119.4883
## 11125             New York 40.8877  -72.4554
## 11126             New York 40.8541  -73.4755
## 11127             Arkansas 36.0638  -91.8820
## 11128         Pennsylvania 40.7685  -80.0583
## 11129              Alabama 33.3684  -86.5346
## 11130                Texas 30.5639  -98.2955
## 11131           New Mexico 32.4783 -106.9031
## 11132       South Carolina 33.4777  -80.8999
## 11133                 Ohio 39.3126  -84.1986
## 11134       South Carolina 35.0186  -81.8041
## 11135           New Mexico 36.8040 -108.0876
## 11136             Illinois 40.0677  -87.7080
## 11137              Indiana 39.5211  -86.7995
## 11138            Wisconsin 45.8271  -91.8860
## 11139           Washington 47.2790 -122.7745
## 11140       South Carolina 35.0119  -80.9828
## 11141                Texas 29.3568 -100.7829
## 11142             Kentucky 38.6838  -84.6005
## 11143          Mississippi 34.9623  -90.1052
## 11144             Kentucky 38.3234  -85.5236
## 11145             Kentucky 36.9854  -85.6192
## 11146           New Mexico 35.6066 -106.7333
## 11147           California 35.3469 -118.9339
## 11148       South Carolina 33.0989  -79.9606
## 11149             Nebraska 40.4810  -96.9645
## 11150              Florida 27.1971  -80.1982
## 11151         Pennsylvania 40.0132  -78.3666
## 11152         Pennsylvania 40.1898  -75.4340
## 11153            Tennessee 36.5651  -84.1355
## 11154          Mississippi 31.1450  -89.4054
## 11155           New Jersey 39.8213  -75.0053
## 11156       North Carolina 35.3771  -80.4503
## 11157         Pennsylvania 40.0496  -75.4272
## 11158                 Ohio 38.9463  -83.4094
## 11159              Alabama 32.3001  -87.7926
## 11160             New York 40.8569  -73.5037
## 11161         North Dakota 46.1397  -98.0871
## 11162               Nevada 38.9909 -119.8837
## 11163                 Ohio 41.3831  -81.6067
## 11164             Oklahoma 36.8817  -97.0553
## 11165               Kansas 38.7175  -95.0778
## 11166              Florida 30.9767  -87.2629
## 11167                 Utah 39.3302 -110.9628
## 11168            Louisiana 30.0168  -90.4634
## 11169             Kentucky 36.5650  -89.1836
## 11170                 Ohio 41.4510  -83.3640
## 11171           New Mexico 35.9024 -109.0321
## 11172              Georgia 34.3406  -85.0854
## 11173                Texas 32.2685  -97.1775
## 11174             Illinois 41.4981  -90.3917
## 11175       South Carolina 33.5120  -81.8344
## 11176           New Jersey 40.6647  -74.5807
## 11177         Pennsylvania 40.3000  -75.9344
## 11178             Kentucky 38.1950  -85.6678
## 11179                 Iowa 41.7617  -93.8236
## 11180              Florida 26.6351  -82.1253
## 11181             Illinois 40.0365  -88.9561
## 11182         Pennsylvania 41.8833  -79.1672
## 11183         Pennsylvania 41.6272  -80.3102
## 11184             Illinois 39.6265  -89.0187
## 11185               Hawaii 22.2181 -159.4801
## 11186            Minnesota 44.9054  -93.7477
## 11187       South Carolina 34.8463  -82.6405
## 11188            Wisconsin 42.8790  -88.4697
## 11189              Florida 29.5145  -82.9192
## 11190          Mississippi 32.4303  -88.6460
## 11191         Pennsylvania 40.8778  -75.2204
## 11192            Minnesota 44.5559  -94.2133
## 11193            Tennessee 36.3420  -89.1583
## 11194         Pennsylvania 39.8773  -79.7017
## 11195         Pennsylvania 40.2319  -76.8190
## 11196            Louisiana 30.9892  -92.0509
## 11197                Texas 27.9462  -97.5875
## 11198               Alaska 61.8157 -149.7530
## 11199         North Dakota 47.4982  -97.3264
## 11200       South Carolina 32.6157  -80.0613
## 11201       South Carolina 33.8169  -80.3946
## 11202           California 35.7127 -118.4731
## 11203           Washington 47.5905 -122.7088
## 11204            Louisiana 31.6398  -93.6412
## 11205               Kansas 39.1233 -100.8449
## 11206          Puerto Rico 18.3482  -66.2732
## 11207             New York 43.0482  -76.5637
## 11208             Kentucky 38.5376  -82.7344
## 11209          Mississippi 34.2649  -88.5768
## 11210             New York 43.2247  -78.0292
## 11211             Kentucky 38.1170  -85.3722
## 11212              Montana 46.5111 -114.0788
## 11213       North Carolina 34.7860  -77.3642
## 11214            Wisconsin 42.6909  -88.2370
## 11215             Kentucky 37.6820  -87.8656
## 11216          Connecticut 41.1914  -73.4262
## 11217         Pennsylvania 40.4130  -76.4806
## 11218             Kentucky 37.7459  -83.0646
## 11219       North Carolina 35.1055  -80.6258
## 11220               Oregon 42.0385 -124.2516
## 11221                Texas 33.4647  -96.7646
## 11222             New York 40.7540  -72.9422
## 11223           New Jersey 38.9953  -74.8932
## 11224                 Iowa 41.6802  -93.2385
## 11225               Kansas 38.0766  -97.3475
## 11226       North Carolina 35.2661  -78.0382
## 11227         Pennsylvania 41.0851  -76.8646
## 11228             Illinois 40.5341  -89.3550
## 11229         Pennsylvania 40.1540  -74.9915
## 11230                Texas 33.0962  -97.0976
## 11231                Texas 29.9704  -98.9046
## 11232              Indiana 41.4418  -87.1167
## 11233               Oregon 46.0289 -123.9173
## 11234              Indiana 39.1253  -85.1270
## 11235             Nebraska 41.8283  -97.4568
## 11236       South Carolina 32.8521  -81.0802
## 11237             New York 42.9609  -77.1350
## 11238             Virginia 37.9945  -78.3788
## 11239              Indiana 41.6963  -86.8555
## 11240             New York 41.2697  -73.7755
## 11241             Maryland 39.5973  -77.8180
## 11242            Wisconsin 42.5574  -88.8680
## 11243            Minnesota 43.9407  -94.9277
## 11244              Florida 26.6888  -80.1326
## 11245              Montana 45.6663 -111.1268
## 11246              Georgia 32.7647  -84.8753
## 11247         Pennsylvania 40.2787  -75.9164
## 11248            Louisiana 30.7852  -91.3788
## 11249            Louisiana 31.9763  -93.9933
## 11250          Connecticut 41.6766  -71.9250
## 11251       South Carolina 34.6665  -79.5447
## 11252             Maryland 38.8019  -76.7855
## 11253            Tennessee 36.2632  -89.4806
## 11254             New York 43.1201  -76.2873
## 11255         Pennsylvania 40.4018  -79.8689
## 11256             Arkansas 33.9408  -91.8399
## 11257           California 36.0577 -119.1502
## 11258                Texas 26.2009  -97.7296
## 11259             New York 40.9425  -72.6149
## 11260             Colorado 39.2600 -106.3112
## 11261             Arkansas 34.4264  -93.0887
## 11262            Wisconsin 46.6770  -90.9018
## 11263            Tennessee 36.1807  -83.7933
## 11264           Washington 47.5885 -122.6054
## 11265              Georgia 32.8866  -83.3349
## 11266           New Jersey 40.1308  -74.0358
## 11267             Virginia 37.9187  -76.8667
## 11268             Virginia 37.2712  -79.0962
## 11269                 Iowa 41.4665  -91.0569
## 11270            Louisiana 30.1828  -90.8674
## 11271             Michigan 46.7766  -88.4966
## 11272             Oklahoma 35.8187  -95.6805
## 11273                Texas 32.8976  -96.0218
## 11274         Pennsylvania 39.9929  -76.6428
## 11275              Florida 30.7085  -84.9249
## 11276              Arizona 31.6308 -110.3421
## 11277           California 35.0289 -120.5524
## 11278         Pennsylvania 41.4846  -75.6660
## 11279               Kansas 39.0234  -99.8815
## 11280            Louisiana 30.4953  -90.7467
## 11281           Washington 48.2172 -122.6775
## 11282           California 34.1393 -118.1027
## 11283       North Carolina 35.1994  -83.8262
## 11284       North Carolina 35.8399  -75.6383
## 11285          Puerto Rico 18.4932  -67.0997
## 11286              Indiana 40.7740  -87.4465
## 11287              Arizona 35.3228 -111.7399
## 11288              Indiana 39.1622  -87.1998
## 11289           New Mexico 36.8952 -108.2003
## 11290              Georgia 34.6914  -84.4839
## 11291         Pennsylvania 41.5102  -78.2362
## 11292             Michigan 43.0074  -82.9271
## 11293                 Utah 41.2624 -112.0366
## 11294               Hawaii 20.0776 -155.4644
## 11295             Nebraska 42.1990  -97.5287
## 11296             Illinois 41.5880  -88.9229
## 11297              Georgia 34.9606  -85.1590
## 11298              Indiana 39.9115  -85.1555
## 11299            Tennessee 35.8795  -89.4050
## 11300             Michigan 41.9474  -86.3403
## 11301                Texas 31.3818  -97.2127
## 11302                 Ohio 39.2706  -84.4584
## 11303             Missouri 36.6234  -90.8219
## 11304              Alabama 33.3788  -88.0173
## 11305          Puerto Rico 18.4455  -67.0669
## 11306                 Utah 38.3945 -113.0123
## 11307           California 38.1371 -120.4488
## 11308                Texas 29.3100  -98.8116
## 11309             Illinois 42.2770  -88.2695
## 11310             New York 43.0527  -75.4078
## 11311               Oregon 45.2089 -117.8679
## 11312             Illinois 38.6719  -90.1690
## 11313                 Ohio 40.6297  -82.5244
## 11314                Texas 30.0771  -99.2374
## 11315              Florida 28.3805  -80.7075
## 11316           Washington 46.1770 -122.9235
## 11317           Washington 46.3558 -124.0556
## 11318            Wisconsin 44.0668  -89.2915
## 11319         Pennsylvania 40.7515  -75.5956
## 11320                 Ohio 38.8973  -82.5694
## 11321            Tennessee 35.2751  -85.2225
## 11322                 Iowa 41.9205  -91.3916
## 11323             Arkansas 36.2642  -90.2935
## 11324       North Carolina 36.5034  -81.1217
## 11325           Washington 46.4907 -122.9341
## 11326         North Dakota 48.7624  -98.3747
## 11327                Texas 30.8103  -97.6144
## 11328              Florida 29.3575  -81.7746
## 11329         Pennsylvania 40.3385  -76.4771
## 11330                 Iowa 43.0986  -93.8030
## 11331            Minnesota 44.9364  -93.6320
## 11332              Alabama 34.2852  -85.9996
## 11333           California 38.2577 -122.4982
## 11334          Connecticut 41.5832  -72.8919
## 11335              Arizona 33.0396 -111.5798
## 11336                Texas 30.2324  -95.1616
## 11337              Alabama 33.7588  -88.1143
## 11338             New York 42.2669  -73.7700
## 11339             New York 40.7135  -73.7004
## 11340       North Carolina 35.4071  -80.1184
## 11341             Michigan 42.9294  -85.2105
## 11342                 Ohio 40.1503  -83.2371
## 11343          Mississippi 31.8322  -89.4342
## 11344              Georgia 34.2911  -85.1878
## 11345       North Carolina 35.8437  -79.0454
## 11346        Massachusetts 42.4582  -71.2793
## 11347           New Mexico 35.5175 -106.3670
## 11348             New York 43.0489  -75.3784
## 11349             Virginia 38.1591  -78.4156
## 11350              Indiana 40.5455  -86.5225
## 11351             Missouri 40.4757  -93.0044
## 11352             New York 41.4191  -73.9545
## 11353          Mississippi 33.8525  -91.0339
## 11354        West Virginia 39.2849  -80.5645
## 11355            Minnesota 45.3841  -92.9938
## 11356                 Iowa 41.1773  -91.1881
## 11357              Florida 26.9032  -82.0487
## 11358           California 36.6947 -121.6745
## 11359           New Jersey 41.2096  -74.6079
## 11360            Minnesota 44.9574  -94.0498
## 11361         Pennsylvania 39.8251  -79.7540
## 11362             Nebraska 40.7461  -98.8458
## 11363            Wisconsin 43.0045  -88.9829
## 11364             Illinois 41.5555  -90.4047
## 11365              Florida 27.8293  -81.5897
## 11366          Mississippi 34.3251  -88.4961
## 11367          Connecticut 41.9843  -72.6465
## 11368             Nebraska 41.7780  -96.2247
## 11369             Missouri 38.5897  -90.5260
## 11370             Virginia 36.6401  -82.5782
## 11371         Pennsylvania 39.8064  -75.9279
## 11372              Florida 26.9071  -82.3259
## 11373               Oregon 42.1309 -121.9280
## 11374             New York 41.2560  -73.6857
## 11375           California 36.0927 -119.2012
## 11376               Oregon 44.3922 -122.9834
## 11377          Puerto Rico 18.0340  -67.1714
## 11378           California 40.0270 -122.0981
## 11379           New Jersey 40.8816  -74.6220
## 11380            Tennessee 36.1158  -86.4316
## 11381                 Ohio 41.5889  -84.4306
## 11382       South Carolina 32.5823  -80.1738
## 11383               Oregon 44.7520 -122.4777
## 11384             Virginia 38.6556  -77.1819
## 11385               Oregon 42.9273 -123.2789
## 11386                 Ohio 40.9768  -81.8999
## 11387         Pennsylvania 40.9564  -76.9004
## 11388               Kansas 39.1243  -97.6997
## 11389              Montana 46.4493 -112.0029
## 11390             Michigan 42.1883  -86.2576
## 11391          Puerto Rico 17.9743  -67.1832
## 11392          Mississippi 34.8299  -90.3208
## 11393               Kansas 38.7717  -94.9706
## 11394              Alabama 31.3157  -85.4937
## 11395                Texas 30.3725  -94.3160
## 11396           California 38.0186 -121.0994
## 11397         Pennsylvania 40.5058  -80.0814
## 11398             New York 42.1361  -75.8939
## 11399              Alabama 31.9863  -86.5664
## 11400           New Jersey 40.1778  -74.5873
## 11401          Connecticut 41.6401  -73.2031
## 11402             Kentucky 36.8134  -87.1610
## 11403           Washington 47.6856 -117.2806
## 11404            Louisiana 29.7675  -90.7697
## 11405              Wyoming 43.4234 -110.7994
## 11406           California 36.8450 -121.5371
## 11407                Texas 32.1114  -98.5352
## 11408             Missouri 38.7136  -93.9895
## 11409         Pennsylvania 40.4412  -75.4414
## 11410        Massachusetts 42.6654  -71.5635
## 11411                 Iowa 42.4216  -94.9978
## 11412               Nevada 38.0822 -117.2246
## 11413       North Carolina 35.7104  -81.1532
## 11414              Georgia 33.5739  -83.8941
## 11415             Illinois 40.7389  -88.7259
## 11416             Virginia 37.8009  -79.4160
## 11417              Alabama 32.6793  -86.4608
## 11418              Georgia 31.2603  -81.5525
## 11419             Illinois 37.6886  -88.6294
## 11420              Florida 29.4374  -81.5173
## 11421                 Ohio 41.3518  -82.2393
## 11422             New York 40.8158  -72.7064
## 11423             Illinois 40.2480  -88.6423
## 11424             Nebraska 41.9427 -103.8098
## 11425            Minnesota 45.0606  -94.0670
## 11426              Florida 26.5160  -81.9293
## 11427         Pennsylvania 41.0437  -75.9323
## 11428            Tennessee 36.3289  -82.2940
## 11429             New York 42.3499  -76.8484
## 11430              Florida 28.7849  -82.6079
## 11431             Arkansas 35.2734  -90.4642
## 11432                 Iowa 41.3868  -93.2731
## 11433              Alabama 34.0814  -86.5867
## 11434       North Carolina 35.7182  -81.4210
## 11435               Hawaii 21.5771 -158.1714
## 11436               Kansas 39.2341  -99.3009
## 11437             Missouri 40.2479  -94.3335
## 11438             Delaware 39.5740  -75.5938
## 11439             New York 42.8987  -75.6448
## 11440                Texas 29.3257  -94.9390
## 11441             Michigan 42.3277  -85.5667
## 11442           New Mexico 35.9526 -106.0260
## 11443              Montana 45.8622 -111.3344
## 11444             Illinois 38.3188  -89.8743
## 11445            Wisconsin 44.9733  -92.5505
## 11446            Louisiana 30.0351  -90.7226
## 11447                 Ohio 39.9036  -82.0179
## 11448                Texas 30.9988  -94.8274
## 11449          Mississippi 32.2610  -90.4090
## 11450                Texas 26.3638  -98.7748
## 11451                Texas 33.3716  -95.6912
## 11452           New Mexico 35.0034 -106.0444
## 11453       North Carolina 34.5407  -78.7950
## 11454             Missouri 37.6970  -93.7960
## 11455                 Iowa 41.5989  -90.7744
## 11456              Florida 28.7098  -81.7798
## 11457             Missouri 36.5432  -94.4888
## 11458                Texas 29.5309  -95.0196
## 11459                Texas 32.8898 -100.1329
## 11460       South Carolina 34.0933  -82.5963
## 11461          Mississippi 30.5740  -89.6418
## 11462                Texas 33.1711  -96.5443
## 11463        West Virginia 39.0219  -79.9383
## 11464                 Iowa 42.0395  -94.0282
## 11465               Oregon 44.4172 -124.0665
## 11466              Florida 26.5898  -80.0390
## 11467               Kansas 38.2021  -97.5150
## 11468              Florida 29.0442  -81.9339
## 11469       South Carolina 35.0348  -82.4926
## 11470             Michigan 42.5947  -86.1051
## 11471             Colorado 38.6083 -107.9833
## 11472            Wisconsin 44.5795  -91.2120
## 11473                 Iowa 42.6683  -92.3350
## 11474             Virginia 36.7123  -77.0620
## 11475       North Carolina 35.7307  -81.7826
## 11476                 Utah 39.8121 -111.8495
## 11477             Oklahoma 36.3484  -96.8025
## 11478              Indiana 40.2884  -87.2922
## 11479        Massachusetts 41.8539  -69.9968
## 11480             New York 41.3307  -73.7409
## 11481                 Ohio 40.9205  -84.0598
## 11482             Nebraska 40.6635  -96.1827
## 11483          Mississippi 31.7922  -89.0983
## 11484             Michigan 44.2679  -83.5244
## 11485          Puerto Rico 18.3268  -66.4057
## 11486              Montana 47.1057 -104.7540
## 11487             Maryland 38.9528  -75.8828
## 11488           New Mexico 35.4338 -106.4250
## 11489                 Ohio 38.8780  -82.9850
## 11490             Delaware 39.0676  -75.5376
## 11491            Louisiana 30.4835  -92.8508
## 11492         Pennsylvania 41.5394  -75.5315
## 11493              Florida 28.8780  -80.8347
## 11494         Pennsylvania 39.9305  -76.7011
## 11495            Minnesota 47.2989  -96.5165
## 11496             Illinois 40.9348  -89.7547
## 11497                 Iowa 41.5102  -90.7669
## 11498             Illinois 38.5849  -90.1138
## 11499          Mississippi 33.6015  -90.7720
## 11500         Pennsylvania 40.6575  -75.2609
## 11501             Missouri 39.1682  -90.7879
## 11502             Michigan 43.3268  -83.0806
## 11503                Texas 34.1802 -102.1370
## 11504             Michigan 47.2351  -88.4382
## 11505                Texas 32.6943  -95.8833
## 11506            Tennessee 36.0163  -87.9696
## 11507       South Carolina 34.5753  -80.9048
## 11508         Pennsylvania 40.1888  -79.9549
## 11509             Illinois 41.3514  -90.3762
## 11510          Puerto Rico 18.0431  -66.9426
## 11511             Illinois 38.7096  -87.7590
## 11512             Missouri 38.6750  -90.2941
## 11513            Wisconsin 45.4100  -92.6266
## 11514             Maryland 38.9698  -77.0793
## 11515             Oklahoma 34.5323  -96.2209
## 11516                 Iowa 42.8159  -95.9727
## 11517             New York 41.6924  -74.0429
## 11518             Maryland 38.4355  -76.7424
## 11519       North Carolina 35.0114  -78.6996
## 11520             Illinois 41.7659  -87.8613
## 11521           California 38.2141 -121.2675
## 11522         Pennsylvania 40.0379  -76.1081
## 11523           Washington 46.8538 -122.8606
## 11524          Mississippi 34.1144  -88.6932
## 11525                Texas 33.6167  -96.4126
## 11526             Colorado 39.2595 -104.9825
## 11527                 Ohio 39.2951  -84.2641
## 11528                 Ohio 40.3038  -82.6976
## 11529                Texas 30.7427  -98.0639
## 11530                Maine 43.5691  -70.3884
## 11531               Kansas 38.3547  -97.0082
## 11532              Arizona 33.9965 -109.9593
## 11533              Alabama 33.1746  -87.2314
## 11534             Oklahoma 35.3374  -94.4438
## 11535            Wisconsin 44.3484  -89.8540
## 11536         Pennsylvania 40.6059  -77.7211
## 11537              Arizona 36.7930 -114.0151
## 11538             Missouri 39.4032  -94.8862
## 11539                Texas 34.2163 -101.6945
## 11540             Michigan 43.3696  -86.1837
## 11541             Missouri 37.8618  -90.5892
## 11542       North Carolina 35.8072  -77.3763
## 11543              Georgia 33.9666  -83.2815
## 11544            Tennessee 35.2027  -85.1413
## 11545              Alabama 34.5616  -85.8056
## 11546                 Ohio 41.4708  -83.2911
## 11547              Florida 26.7404  -81.5241
## 11548           New Jersey 40.2947  -74.4653
## 11549          Puerto Rico 18.2345  -65.8751
## 11550           Washington 47.2015 -122.2742
## 11551               Kansas 37.9400 -101.2585
## 11552         Pennsylvania 39.7528  -76.5925
## 11553             Illinois 38.8183  -90.0915
## 11554         Pennsylvania 40.3942  -79.8101
## 11555             Arkansas 34.3278  -93.5308
## 11556              Indiana 39.2992  -85.7660
## 11557          Puerto Rico 18.3149  -66.2925
## 11558                 Utah 41.6850 -111.8211
## 11559             New York 42.3801  -76.8673
## 11560         Pennsylvania 41.6566  -76.8529
## 11561        West Virginia 37.8675  -81.2046
## 11562           California 34.2082 -118.6876
## 11563           New Jersey 40.6548  -74.3053
## 11564              Georgia 34.1172  -83.4289
## 11565             Michigan 41.9116  -86.0085
## 11566                Texas 29.5302  -98.2788
## 11567           New Jersey 40.3893  -74.7638
## 11568             Illinois 37.4510  -89.2666
## 11569            Tennessee 35.5290  -84.7933
## 11570                 Ohio 40.6639  -80.6133
## 11571                 Ohio 40.7862  -82.5472
## 11572             Virginia 37.2415  -78.4693
## 11573           Washington 47.1253 -118.3809
## 11574         Pennsylvania 40.7799  -76.5752
## 11575         Rhode Island 41.5611  -71.2937
## 11576              Georgia 32.5829  -82.1575
## 11577           California 38.4121 -120.6072
## 11578             Michigan 43.3947  -85.4683
## 11579                Texas 30.3107 -104.0255
## 11580           New Jersey 39.8788  -75.1207
## 11581          Puerto Rico 18.0038  -66.3919
## 11582             New York 42.8858  -78.5610
## 11583       South Carolina 34.9102  -81.8595
## 11584         Pennsylvania 41.4215  -75.5005
## 11585             Nebraska 40.3718  -96.1888
## 11586             New York 43.2488  -79.0443
## 11587                 Ohio 39.8112  -84.0573
## 11588          Mississippi 33.8588  -89.3145
## 11589               Kansas 39.0394  -94.6156
## 11590          Connecticut 41.4905  -72.5580
## 11591             New York 42.9316  -74.6278
## 11592                Texas 32.9227  -97.5189
## 11593           Washington 47.2596 -122.3460
## 11594                 Iowa 40.7141  -94.2375
## 11595             Virginia 36.9314  -80.0148
## 11596           New Jersey 39.5787  -75.0589
## 11597             Maryland 38.6720  -76.7428
## 11598           Washington 45.9122 -122.4796
## 11599         Pennsylvania 40.3262  -75.8661
## 11600         Pennsylvania 40.0865  -74.9445
## 11601             New York 42.9556  -77.2227
## 11602             Illinois 40.7968  -89.2023
## 11603         Pennsylvania 40.4441  -76.4377
## 11604                Texas 31.4948  -95.4765
## 11605           California 35.7966 -119.1069
## 11606             Colorado 40.1096 -104.7549
## 11607             Kentucky 38.5385  -84.8411
## 11608                 Iowa 41.6011  -90.9138
## 11609             Illinois 38.0906  -89.0510
## 11610              Indiana 40.4196  -86.5958
## 11611             Oklahoma 34.1830  -98.0245
## 11612            Minnesota 47.4912  -92.4612
## 11613         Pennsylvania 40.6829  -79.6837
## 11614              Georgia 31.4363  -83.5084
## 11615            Minnesota 44.2726  -92.9858
## 11616           New Jersey 40.0418  -74.2851
## 11617         Pennsylvania 40.3978  -79.9186
## 11618              Alabama 31.3071  -85.7687
## 11619              Montana 47.8137 -112.1794
## 11620           California 41.2317 -122.2715
## 11621              Arizona 36.5920 -111.1071
## 11622           New Jersey 39.9921  -74.0715
## 11623            Tennessee 35.2315  -88.3381
## 11624             Illinois 39.1320  -88.4795
## 11625             Missouri 39.6930  -92.0396
## 11626              Indiana 38.2039  -87.5751
## 11627                 Iowa 41.5954  -93.2393
## 11628             New York 43.2117  -78.4757
## 11629          Mississippi 30.5044  -89.1348
## 11630                Texas 29.9146  -95.0591
## 11631            Minnesota 45.7525  -94.2317
## 11632             New York 42.7862  -78.6237
## 11633         Pennsylvania 39.7584  -76.3684
## 11634                 Iowa 41.5189  -93.1038
## 11635             Missouri 39.6129  -94.5947
## 11636           New Mexico 32.7801 -108.1493
## 11637           New Jersey 40.6774  -75.1558
## 11638                Texas 31.5296  -94.1108
## 11639             Michigan 41.9786  -84.2857
## 11640           California 39.8952 -121.6704
## 11641             Maryland 39.5783  -75.9812
## 11642           California 34.2819 -119.1454
## 11643                 Utah 37.2666 -113.2951
## 11644                Texas 32.4766  -94.0646
## 11645              Alabama 34.1749  -86.1125
## 11646           California 40.6969 -122.8225
## 11647              Florida 28.4267  -82.6254
## 11648           California 34.6589 -118.3785
## 11649              Alabama 31.1103  -85.5954
## 11650             Oklahoma 36.1321  -95.5369
## 11651                 Ohio 41.4509  -81.6628
## 11652              Florida 26.6800  -82.1409
## 11653             Nebraska 41.9471  -97.2171
## 11654              Florida 26.5962  -80.1031
## 11655         Pennsylvania 40.8547  -76.8231
## 11656                 Utah 41.4148 -112.0448
## 11657           New Jersey 40.0645  -74.5284
## 11658              Georgia 34.1303  -84.7483
## 11659             Illinois 40.3969  -90.1554
## 11660            Tennessee 36.1007  -86.1394
## 11661         Pennsylvania 40.3426  -76.3793
## 11662       North Carolina 34.8261  -78.0259
## 11663             Missouri 38.6856  -90.3250
## 11664                Maine 43.7348  -70.2152
## 11665            Tennessee 35.1635  -85.3098
## 11666          Puerto Rico 18.2928  -67.1450
## 11667              Georgia 33.7931  -82.4776
## 11668             Illinois 40.3710  -89.5461
## 11669         Pennsylvania 41.2266  -80.2361
## 11670            Wisconsin 43.1084  -88.0713
## 11671          Mississippi 32.4339  -89.1092
## 11672             Illinois 38.0086  -89.6624
## 11673          Mississippi 31.2867  -89.4145
## 11674              Alabama 33.3849  -86.4087
## 11675             Kentucky 36.9649  -84.0973
## 11676         Pennsylvania 39.9702  -75.8555
## 11677             Michigan 42.1678  -85.8461
## 11678                 Iowa 41.3340  -92.2044
## 11679                 Ohio 40.7362  -81.3728
## 11680        West Virginia 38.2232  -81.5363
## 11681              Alabama 33.0725  -86.2658
## 11682           New Jersey 39.9264  -74.0785
## 11683                 Iowa 42.4465  -90.9314
## 11684              Florida 29.6092  -82.8147
## 11685             Michigan 43.8451  -82.6563
## 11686          Puerto Rico 18.4005  -66.7898
## 11687           California 38.4375 -122.8660
## 11688          Puerto Rico 18.0056  -65.9009
## 11689         Pennsylvania 40.0618  -77.5231
## 11690             Arkansas 34.0543  -93.6834
## 11691                 Ohio 40.4121  -84.7762
## 11692             Michigan 43.7318  -83.4497
## 11693             Illinois 41.6702  -89.9348
## 11694                Idaho 47.5364 -116.2327
## 11695                 Ohio 40.2569  -83.7584
## 11696         Pennsylvania 39.8105  -77.1363
## 11697           California 38.2662 -120.9866
## 11698                Texas 32.9392  -94.7090
## 11699           California 39.2689 -123.2023
## 11700             Illinois 40.3157  -88.3503
## 11701            Louisiana 29.8389  -91.5522
## 11702            Minnesota 43.9824  -91.8694
## 11703                Texas 29.8745  -94.8268
## 11704             Missouri 36.6718  -89.9707
## 11705              Florida 27.4926  -81.7869
## 11706           New Jersey 39.5484  -75.0167
## 11707             Illinois 41.0228  -89.4062
## 11708             Kentucky 37.5862  -83.7065
## 11709           Washington 46.4961 -124.0443
## 11710                 Ohio 39.8508  -84.5434
## 11711         Pennsylvania 40.4110  -79.8813
## 11712            Wisconsin 43.9177  -87.7469
## 11713             Colorado 40.1635 -103.2202
## 11714             Colorado 39.3589 -104.6196
## 11715             New York 40.9723  -72.6181
## 11716                Texas 33.2790  -96.9880
## 11717          Mississippi 33.8808  -90.7280
## 11718                Texas 33.0110  -94.3626
## 11719              Indiana 38.5394  -85.7653
## 11720              Florida 30.1148  -85.1935
## 11721                Texas 31.2163  -99.8440
## 11722             New York 41.3415  -73.9846
## 11723             Delaware 38.5356  -75.1284
## 11724                 Ohio 41.6354  -80.8246
## 11725               Oregon 45.1153 -123.2033
## 11726          Puerto Rico 17.9940  -66.0833
## 11727         Pennsylvania 40.3969  -79.8382
## 11728            Minnesota 44.8829  -94.0375
## 11729             Kentucky 38.1562  -84.6760
## 11730           California 39.9310 -120.9548
## 11731           Washington 47.6550 -118.1519
## 11732             Colorado 40.5893 -104.7392
## 11733             Maryland 39.4880  -79.0429
## 11734             Arkansas 35.6085  -90.3329
## 11735              Montana 47.5287 -114.1005
## 11736                 Ohio 41.2375  -81.0373
## 11737              Florida 29.1654  -82.3640
## 11738             Michigan 44.6566  -84.7091
## 11739            Wisconsin 44.6270  -91.9607
## 11740              Alabama 33.7469  -86.1384
## 11741       North Carolina 35.8519  -79.0258
## 11742            Tennessee 35.5977  -84.2364
## 11743              Indiana 40.3741  -85.2076
## 11744             Virginia 38.1360  -78.1879
## 11745                Texas 32.5138  -96.8563
## 11746             New York 40.8332  -73.6040
## 11747         Pennsylvania 41.4398  -75.3478
## 11748               Oregon 45.8950 -122.8116
## 11749           California 32.7893 -115.6843
## 11750             Illinois 40.0102  -89.2839
## 11751             Michigan 44.4105  -83.3423
## 11752            Tennessee 36.3675  -82.2243
## 11753               Hawaii 19.5080 -155.0787
## 11754          Puerto Rico 18.4842  -66.8802
## 11755             Missouri 38.2535  -90.6028
## 11756          Puerto Rico 18.3401  -66.4276
## 11757              Alabama 31.0176  -86.3138
## 11758             Michigan 42.6172  -83.3331
## 11759             Illinois 42.3526  -90.0020
## 11760             New York 40.5876  -73.7092
## 11761               Kansas 39.8230 -100.5308
## 11762         Pennsylvania 41.5413  -75.9485
## 11763             Nebraska 40.0217  -98.0618
## 11764                 Ohio 38.6114  -82.8439
## 11765                Idaho 43.7864 -116.9429
## 11766                 Ohio 41.2882  -82.5994
## 11767            Wisconsin 45.9696  -89.8994
## 11768           New Mexico 32.3158 -106.8785
## 11769          Connecticut 41.1539  -73.2695
## 11770            Tennessee 35.1959  -85.2594
## 11771               Hawaii 21.3378 -158.1188
## 11772               Kansas 37.6250  -97.2600
## 11773                Texas 33.0790  -97.1507
## 11774             Illinois 39.4466  -89.7821
## 11775             Illinois 41.9095  -88.6076
## 11776                Texas 33.0646  -97.4779
## 11777         Pennsylvania 40.3109  -78.3243
## 11778               Oregon 44.4181 -118.9563
## 11779             Missouri 40.4613  -92.1704
## 11780             New York 40.8475  -73.5628
## 11781         Pennsylvania 41.3417  -75.5316
## 11782         Pennsylvania 40.3990  -75.9223
## 11783          Mississippi 31.9772  -89.2792
## 11784         Pennsylvania 39.8630  -77.0554
## 11785         South Dakota 45.3366  -97.5219
## 11786              Alabama 30.2525  -88.1438
## 11787            Tennessee 35.1918  -85.5212
## 11788                Maine 44.8407  -68.7134
## 11789                Idaho 47.9658 -116.8699
## 11790              Indiana 38.7944  -85.8399
## 11791            Tennessee 36.5412  -86.6765
## 11792             Virginia 37.3628  -79.8524
## 11793       North Carolina 35.9014  -75.6609
## 11794             Illinois 41.6812  -87.7012
## 11795          Puerto Rico 18.3950  -66.5975
## 11796              Indiana 41.2310  -85.3197
## 11797           California 35.6254 -119.6788
## 11798               Oregon 42.5204 -123.4252
## 11799             New York 41.8316  -74.0696
## 11800            Tennessee 36.1196  -86.7673
## 11801               Alaska 61.6517 -148.9020
## 11802          Mississippi 33.3110  -89.1711
## 11803            Tennessee 36.1099  -87.6355
## 11804              Arizona 35.2762 -112.5018
## 11805                 Iowa 42.5739  -92.7785
## 11806          Mississippi 32.1635  -90.1819
## 11807           California 37.1012 -121.0157
## 11808           New Mexico 32.8257 -108.2811
## 11809         Pennsylvania 40.3125  -79.8038
## 11810         Pennsylvania 40.3952  -75.9634
## 11811              Montana 46.3640 -104.2741
## 11812          Connecticut 41.1989  -73.1276
## 11813                Texas 32.5917  -95.2027
## 11814               Oregon 45.4417 -122.6594
## 11815           New Jersey 39.3587  -74.7752
## 11816             Kentucky 38.2201  -85.5907
## 11817            Wisconsin 43.5975  -88.2814
## 11818         South Dakota 43.3929  -97.9864
## 11819                 Iowa 41.3115  -95.3951
## 11820             Missouri 38.3575  -90.6409
## 11821         Pennsylvania 40.0882  -75.3325
## 11822           New Mexico 32.2693 -106.8091
## 11823           New Jersey 40.1913  -74.0166
## 11824           California 38.4427 -121.9815
## 11825           New Mexico 35.7374 -105.9819
## 11826              Florida 27.3781  -82.4951
## 11827                Texas 28.6708  -97.3917
## 11828                Texas 29.9414  -99.0413
## 11829       South Carolina 33.8983  -80.8599
## 11830             Illinois 41.6419  -88.6733
## 11831             Oklahoma 35.4990  -96.7001
## 11832              Florida 25.8556  -80.1954
## 11833             Delaware 39.1324  -75.5160
## 11834                Texas 29.6888  -97.1059
## 11835                Texas 29.4842  -95.8119
## 11836       South Carolina 33.8855  -80.3378
## 11837             Missouri 39.7433  -94.0027
## 11838           Washington 46.0608 -118.3990
## 11839              Indiana 41.1966  -84.9245
## 11840            Wisconsin 43.1731  -89.7954
## 11841              Wyoming 43.7492 -105.4948
## 11842             New York 44.0089  -75.7966
## 11843            Louisiana 30.9208  -93.2857
## 11844              Alabama 34.1502  -87.3910
## 11845            Louisiana 32.3261  -93.2836
## 11846              Florida 26.1253  -80.1804
## 11847              Indiana 41.2993  -86.1167
## 11848                 Iowa 42.3225  -92.5942
## 11849              Montana 45.8346 -109.9487
## 11850          Puerto Rico 18.0730  -65.8977
## 11851              Georgia 32.6566  -84.8674
## 11852         North Dakota 48.8417  -99.7447
## 11853              Georgia 34.9811  -84.3706
## 11854          Puerto Rico 18.0409  -67.0766
## 11855             New York 40.8523  -73.1844
## 11856                 Iowa 40.7577  -93.3175
## 11857            Louisiana 29.5046  -89.7206
## 11858               Kansas 39.6635  -95.5326
## 11859               Oregon 43.5795 -124.1733
## 11860               Nevada 40.1787 -118.4775
## 11861       North Carolina 36.3853  -80.4735
## 11862             Illinois 41.6589  -90.0813
## 11863           New Jersey 40.1706  -74.0262
## 11864         Pennsylvania 39.8245  -75.4032
## 11865             Maryland 39.2036  -76.0465
## 11866              Arizona 33.6675 -114.2171
## 11867                Texas 34.9366 -100.8918
## 11868                 Ohio 40.4980  -82.8937
## 11869            Minnesota 45.7604  -92.9088
## 11870               Kansas 39.0327  -96.7930
## 11871            Louisiana 29.5570  -90.6064
## 11872                 Ohio 39.8625  -80.8098
## 11873              Arizona 32.9662 -112.7154
## 11874                 Ohio 39.8064  -82.2996
## 11875              Montana 46.5966 -112.1148
## 11876             Kentucky 37.2795  -85.8982
## 11877            Tennessee 35.4228  -84.4883
## 11878             Oklahoma 36.4438  -95.7089
## 11879            Louisiana 30.4661  -91.9811
## 11880             Kentucky 38.4190  -82.6025
## 11881           California 38.0180 -122.6912
## 11882             Illinois 42.4830  -88.1491
## 11883           New Jersey 40.6468  -74.8881
## 11884              Indiana 41.2379  -86.2523
## 11885             Arkansas 35.7259  -91.2016
## 11886              Alabama 33.2703  -85.8337
## 11887                 Iowa 41.6854  -93.9816
## 11888                Texas 33.5594  -96.9070
## 11889             Kentucky 38.3093  -85.5270
## 11890            Minnesota 45.0650  -93.9670
## 11891       North Carolina 35.7253  -81.4581
## 11892              Florida 30.3670  -87.0955
## 11893              Indiana 38.5462  -86.6202
## 11894       South Carolina 33.9752  -80.5263
## 11895             Arkansas 34.7964  -91.5714
## 11896               Alaska 61.6159 -149.8003
## 11897              Indiana 41.5112  -87.1413
## 11898                 Iowa 42.2677  -94.7311
## 11899            Minnesota 44.9840  -93.5689
## 11900          Mississippi 33.6276  -88.4454
## 11901              Indiana 41.4143  -85.8446
## 11902              Indiana 40.9640  -85.3761
## 11903              Georgia 33.9797  -83.6919
## 11904             New York 40.9014  -73.4162
## 11905              Indiana 39.8874  -86.1567
## 11906       North Carolina 34.2831  -78.0291
## 11907            Wisconsin 45.4059  -91.7422
## 11908                 Utah 40.7886 -111.7414
## 11909          Mississippi 32.0417  -88.7202
## 11910             Michigan 46.0967  -88.3264
## 11911              Montana 47.0287 -114.2461
## 11912              Georgia 34.2555  -83.5521
## 11913          Mississippi 32.3148  -89.8083
## 11914            Louisiana 30.3184  -91.8065
## 11915             Kentucky 37.1826  -82.6310
## 11916                 Ohio 39.7382  -84.2931
## 11917               Oregon 43.3470 -124.3073
## 11918             Virginia 38.9106  -77.6638
## 11919         Pennsylvania 40.3451  -75.6312
## 11920         Pennsylvania 40.1320  -79.8639
## 11921         South Dakota 45.0172 -101.2362
## 11922                 Ohio 40.0735  -83.5564
## 11923             Oklahoma 34.3567  -97.9509
## 11924            Wisconsin 43.3856  -89.0455
## 11925         Pennsylvania 40.4431  -78.8325
## 11926              Florida 30.0511  -83.1768
## 11927            Minnesota 46.5003  -94.2977
## 11928              Arizona 35.5905 -114.2851
## 11929                 Ohio 41.3522  -83.1519
## 11930              Wyoming 41.3274 -110.2977
## 11931             Arkansas 35.2573  -91.1972
## 11932       South Carolina 34.6764  -82.9252
## 11933            Louisiana 30.4023  -91.9320
## 11934             New York 41.6399  -74.3761
## 11935             Illinois 37.4143  -88.8871
## 11936               Oregon 45.6206 -121.2363
## 11937           California 34.1340 -118.8804
## 11938              Indiana 41.5409  -84.9204
## 11939           Washington 46.6678 -123.8006
## 11940          Puerto Rico 17.9608  -66.1655
## 11941             Arkansas 36.3748  -92.5902
## 11942              Alabama 31.0127  -87.2541
## 11943              Indiana 41.5324  -86.4280
## 11944            Tennessee 36.2250  -84.1548
## 11945              Montana 47.5386 -111.4918
## 11946                 Ohio 40.9965  -82.6672
## 11947            Tennessee 36.4818  -87.8438
## 11948                 Ohio 40.6813  -82.0217
## 11949             Missouri 38.9928  -90.7456
## 11950           New Jersey 39.5929  -74.8424
## 11951           Washington 46.3100 -124.0417
## 11952           New Mexico 34.7340 -106.6690
## 11953              Arizona 33.7830 -110.0328
## 11954            Louisiana 29.6564  -90.5486
## 11955         Pennsylvania 39.8318  -77.9028
## 11956           Washington 45.6370 -122.3963
## 11957           California 33.6226 -116.2126
## 11958               Nevada 35.8423 -115.6304
## 11959            Wisconsin 44.0029  -91.4284
## 11960                Texas 31.9859  -98.0291
## 11961             Oklahoma 36.2908  -95.5636
## 11962                Texas 29.3500  -95.4530
## 11963         Pennsylvania 40.8233  -80.3632
## 11964            Wisconsin 43.1344  -89.7470
## 11965            Minnesota 43.8132  -91.7538
## 11966       North Carolina 35.1791  -79.5639
## 11967                Texas 31.4600  -96.0660
## 11968          Connecticut 41.1350  -73.2873
## 11969             Illinois 42.2846  -87.8793
## 11970       South Carolina 35.0857  -81.8535
## 11971             Illinois 41.5109  -87.5814
## 11972                Texas 31.1325 -102.2200
## 11973             New York 42.9306  -75.3802
## 11974          Mississippi 32.4912  -88.8452
## 11975         Rhode Island 41.5151  -71.7201
## 11976             Illinois 40.4201  -89.7806
## 11977                 Iowa 40.7407  -93.7547
## 11978             Missouri 38.1974  -92.7179
## 11979       North Carolina 35.4262  -83.4475
## 11980          Puerto Rico 18.4342  -66.8861
## 11981              Arizona 31.3614 -109.5662
## 11982                 Ohio 39.8243  -83.6417
## 11983            Minnesota 47.2639  -93.4524
## 11984                Texas 26.8548  -99.2605
## 11985             Nebraska 41.6873  -97.9989
## 11986            Wisconsin 42.7814  -87.7721
## 11987                 Ohio 41.6192  -83.7081
## 11988               Oregon 42.4354 -123.1681
## 11989           California 34.4354 -119.5562
## 11990         Pennsylvania 40.1745  -80.2325
## 11991             Michigan 43.4809  -83.9223
## 11992              Indiana 40.3218  -85.3591
## 11993         Pennsylvania 40.6352  -77.5631
## 11994              Alabama 31.1242  -85.4383
## 11995          Mississippi 30.3848  -89.2746
## 11996             Michigan 46.4775  -90.0498
## 11997                 Iowa 42.4903  -96.0680
## 11998             Oklahoma 34.8392  -95.5596
## 11999         South Dakota 43.3475  -97.4306
## 12000             New York 41.5385  -73.8723
## 12001              Alabama 31.1428  -85.5210
## 12002        West Virginia 39.2104  -81.0485
## 12003                Idaho 42.9369 -114.4055
## 12004             New York 42.0754  -76.1233
## 12005            Minnesota 47.5312  -92.2400
## 12006            Tennessee 36.2414  -85.9575
## 12007              Alabama 33.7613  -87.1926
## 12008              Montana 46.4484 -108.5401
## 12009                 Iowa 42.5287  -94.5400
## 12010               Hawaii 19.7216 -155.9505
## 12011             Virginia 37.2209  -77.2683
## 12012                Texas 31.9262  -97.6501
## 12013            Wisconsin 44.9579  -90.8022
## 12014                 Iowa 42.5519  -93.0528
## 12015             Delaware 39.2189  -75.5882
## 12016             New York 42.7056  -74.0340
## 12017             Missouri 37.3032  -89.9808
## 12018                 Ohio 40.7261  -81.5145
## 12019          Mississippi 31.3680  -89.3086
## 12020             Missouri 38.4901  -92.1791
## 12021              Georgia 34.0625  -83.1263
## 12022            Tennessee 35.0792  -87.4401
## 12023            Wisconsin 43.5619  -88.9130
## 12024         Pennsylvania 40.4229  -78.3649
## 12025            Minnesota 43.6780  -95.1695
## 12026       North Carolina 35.5330  -82.9108
## 12027         Pennsylvania 40.6926  -77.5949
## 12028       North Carolina 35.7371  -79.6543
## 12029                 Utah 40.0118 -111.8465
## 12030             Nebraska 42.8064 -102.2040
## 12031              Georgia 34.9664  -85.3622
## 12032         North Dakota 47.7766  -99.9301
## 12033             Colorado 39.5993 -105.0352
## 12034             Kentucky 37.5466  -87.9879
## 12035              Indiana 38.7427  -85.0783
## 12036             Maryland 39.1136  -77.1510
## 12037           California 40.0010 -122.4420
## 12038              Alabama 34.2217  -85.5882
## 12039          Mississippi 33.4494  -90.5063
## 12040         Pennsylvania 40.7841  -76.6711
## 12041             Missouri 38.1505  -91.2494
## 12042             Michigan 42.0662  -85.1432
## 12043                 Ohio 40.8937  -83.6529
## 12044                Texas 31.4541  -93.7979
## 12045           New Jersey 39.2521  -75.0412
## 12046         Pennsylvania 40.2623  -76.8342
## 12047              Arizona 34.3788 -111.4574
## 12048          Puerto Rico 18.2865  -67.1868
## 12049             Colorado 40.0567 -106.3784
## 12050              Georgia 32.2380  -84.3089
## 12051         Pennsylvania 40.6848  -80.2532
## 12052           California 36.3795 -119.2956
## 12053               Kansas 37.1674  -95.1123
## 12054             Missouri 39.4364  -92.5437
## 12055              Indiana 40.8642  -86.8787
## 12056             Illinois 37.0062  -89.1819
## 12057            Tennessee 35.5340  -86.0832
## 12058           Washington 48.9419 -119.4305
## 12059            Minnesota 44.9503  -92.7700
## 12060       North Carolina 35.1088  -79.4713
## 12061              Wyoming 41.4517 -106.8107
## 12062            Wisconsin 44.3402  -89.1228
## 12063       North Carolina 35.7568  -81.6088
## 12064         Pennsylvania 41.9890  -77.3140
## 12065         Pennsylvania 40.6302  -76.3912
## 12066             Michigan 44.5845  -85.5347
## 12067             Virginia 37.1249  -79.7076
## 12068                Texas 29.0726  -98.0809
## 12069            Minnesota 44.2235  -93.5746
## 12070         Rhode Island 41.9104  -71.6654
## 12071             Kentucky 36.7532  -83.7076
## 12072                 Iowa 42.4438  -91.0093
## 12073                Texas 33.5938  -98.6256
## 12074         Pennsylvania 39.9406  -76.6874
## 12075       North Carolina 34.7011  -76.7403
## 12076                 Ohio 41.1160  -80.9827
## 12077                Texas 30.4458  -93.9625
## 12078            Tennessee 35.7720  -88.8572
## 12079             Michigan 42.6484  -84.6475
## 12080            Minnesota 45.5798  -94.3931
## 12081              Florida 30.3052  -81.9744
## 12082            Minnesota 45.7223  -93.1717
## 12083                Texas 28.7564 -100.4910
## 12084               Oregon 45.8133 -122.8796
## 12085          Puerto Rico 18.2539  -66.0658
## 12086          Mississippi 32.1047  -90.2980
## 12087             Illinois 42.2441  -88.1947
## 12088                Texas 30.1353  -97.8364
## 12089               Oregon 43.5569 -119.0803
## 12090                 Ohio 39.1875  -83.9715
## 12091                Texas 30.0554  -96.0253
## 12092                Texas 30.7952  -97.4324
## 12093        Massachusetts 42.6063  -72.7436
## 12094             New York 41.3693  -73.5785
## 12095          Connecticut 41.9071  -72.7684
## 12096                Texas 26.2453  -98.1537
## 12097             Oklahoma 36.7507  -98.3577
## 12098             New York 42.4277  -78.1638
## 12099            Tennessee 35.1849  -85.4848
## 12100                Texas 33.0504  -96.2279
## 12101                Texas 32.4550  -97.5302
## 12102        West Virginia 37.8509  -81.9857
## 12103             Illinois 41.3280  -89.2959
## 12104            Tennessee 36.5469  -85.5043
## 12105           California 32.8415 -116.5107
## 12106           New Mexico 32.6663 -107.1644
## 12107          Puerto Rico 17.9964  -66.0515
## 12108               Oregon 44.8648 -123.4372
## 12109           California 37.5292 -122.3417
## 12110                Maine 43.7905  -70.6275
## 12111                Texas 32.8222  -97.4867
## 12112              Indiana 39.0184  -85.0531
## 12113               Kansas 37.5169  -97.0105
## 12114                 Ohio 40.1220  -82.0131
## 12115          Puerto Rico 18.0404  -65.9071
## 12116            Minnesota 45.8649  -95.1524
## 12117              Indiana 39.0634  -85.2566
## 12118             New York 42.5410  -76.6618
## 12119          Puerto Rico 18.0684  -66.2331
## 12120             New York 41.6093  -74.2966
## 12121               Hawaii 19.4659 -154.9157
## 12122        West Virginia 39.9466  -80.7565
## 12123             Kentucky 38.5509  -82.7348
## 12124           New Jersey 40.5272  -75.0571
## 12125           California 38.2607 -122.1622
## 12126               Kansas 37.7954  -96.9963
## 12127                Texas 32.3960  -99.3963
## 12128             Illinois 37.7511  -89.0600
## 12129                 Iowa 41.3057  -94.4593
## 12130                Texas 26.2173  -98.4179
## 12131              Georgia 33.6178  -83.0751
## 12132                Idaho 42.5314 -114.3011
## 12133       North Carolina 35.5348  -82.5403
## 12134             New York 42.0576  -79.1483
## 12135              Georgia 33.7452  -83.8512
## 12136          Puerto Rico 18.0027  -66.1097
## 12137          Connecticut 41.2794  -72.6003
## 12138         Pennsylvania 40.3147  -75.9886
## 12139              Florida 29.0323  -82.6603
## 12140              Alabama 31.4353  -87.4037
## 12141                Texas 30.6948  -97.6959
## 12142            Minnesota 43.9266  -93.9546
## 12143        West Virginia 39.9854  -80.7335
## 12144             Colorado 37.6786 -106.3539
## 12145             Maryland 38.8872  -76.3476
## 12146           New Jersey 40.8762  -74.5435
## 12147             Missouri 38.6888  -90.3392
## 12148              Arizona 34.1526 -112.8642
## 12149        West Virginia 39.2604  -80.3265
## 12150                 Utah 41.6361 -112.0857
## 12151            Louisiana 30.8613  -91.0150
## 12152             Kentucky 38.0368  -85.3333
## 12153            Tennessee 35.9281  -87.3124
## 12154              Wyoming 42.9911 -108.4562
## 12155                Idaho 43.6782 -116.9070
## 12156                Texas 31.4513  -98.5736
## 12157         Pennsylvania 39.8404  -77.5559
## 12158                 Ohio 41.1068  -83.7898
## 12159                 Iowa 41.7320  -92.4450
## 12160            Wisconsin 44.3240  -88.9333
## 12161                 Utah 37.8236 -112.4342
## 12162           California 35.3433 -118.9987
## 12163              Montana 48.7760 -104.5574
## 12164                 Ohio 40.7995  -81.7033
## 12165              Arizona 35.8389 -110.3665
## 12166           California 38.0821 -122.8471
## 12167       North Carolina 35.0932  -84.0280
## 12168         Pennsylvania 41.6521  -75.4691
## 12169         Pennsylvania 42.0470  -80.2764
## 12170              Alabama 33.8789  -86.8240
## 12171            Tennessee 35.3726  -85.6375
## 12172                Texas 32.7272  -99.2957
## 12173        West Virginia 39.5274  -80.3409
## 12174             Kentucky 37.6040  -87.5187
## 12175         Pennsylvania 40.6969  -76.1666
## 12176         Pennsylvania 41.1045  -77.4888
## 12177         Pennsylvania 40.1777  -74.9212
## 12178             Illinois 39.0930  -89.8023
## 12179             New York 43.0895  -75.3757
## 12180                 Ohio 40.6894  -81.1803
## 12181             Virginia 38.0220  -78.9516
## 12182                 Ohio 41.7636  -81.1430
## 12183             Missouri 37.5984  -90.6379
## 12184             Oklahoma 34.6437  -97.1622
## 12185         Pennsylvania 40.9913  -76.0599
## 12186               Nevada 38.7357 -119.5008
## 12187                 Ohio 40.0673  -80.7473
## 12188                Texas 31.7162  -99.1303
## 12189               Kansas 39.1128  -96.7028
## 12190           California 33.1007 -117.1381
## 12191                 Ohio 39.7060  -82.4296
## 12192         Pennsylvania 40.2224  -76.9555
## 12193            Wisconsin 42.5049  -88.7402
## 12194            Minnesota 45.0088  -93.6618
## 12195                 Ohio 39.2308  -84.7441
## 12196           New Mexico 32.6982 -108.1321
## 12197            Louisiana 30.0048  -90.7109
## 12198           California 36.9606 -121.8340
## 12199             Illinois 39.6298  -90.4560
## 12200                Texas 31.3105  -97.2477
## 12201       North Carolina 35.8861  -77.5194
## 12202              Georgia 32.8522  -84.8521
## 12203              Wyoming 43.0069 -108.9205
## 12204              Montana 46.5850 -111.9158
## 12205         Pennsylvania 40.5428  -79.8013
## 12206        West Virginia 38.1750  -81.3245
## 12207              Florida 29.6203  -81.8963
## 12208             Virginia 36.7942  -81.5937
## 12209               Oregon 45.0187 -123.8882
## 12210            Minnesota 44.4276  -93.2039
## 12211             Oklahoma 36.6797  -97.0346
## 12212         Pennsylvania 40.4180  -79.8630
## 12213             Virginia 36.7612  -78.9279
## 12214           California 40.5911 -122.4797
## 12215              Georgia 34.6103  -83.5284
## 12216                Texas 26.2015  -97.7546
## 12217            Wisconsin 44.3605  -91.3377
## 12218            Tennessee 36.2137  -84.0629
## 12219             Illinois 41.2429  -87.6353
## 12220             Illinois 39.7543  -89.6511
## 12221             Missouri 39.1986  -94.4787
## 12222          Puerto Rico 18.4610  -66.7778
## 12223                Texas 29.5836  -95.7966
## 12224            Tennessee 36.0508  -87.2984
## 12225              Alabama 33.4674  -87.0392
## 12226             Illinois 40.7626  -87.9975
## 12227         South Dakota 45.4517  -98.1000
## 12228               Kansas 37.0038 -101.8944
## 12229             New York 40.9023  -73.1923
## 12230         Pennsylvania 39.9946  -79.5804
## 12231            Minnesota 45.9772  -94.1008
## 12232         Pennsylvania 41.8525  -79.3167
## 12233               Kansas 39.3670  -99.8460
## 12234                Texas 33.2029  -94.6777
## 12235              Florida 30.5655  -81.8319
## 12236         Pennsylvania 40.3177  -79.8309
## 12237              Florida 28.1919  -80.6594
## 12238              Arizona 36.4112 -109.2267
## 12239             Delaware 39.1147  -75.5630
## 12240              Arizona 34.3452 -112.1592
## 12241          Mississippi 34.8690  -89.6890
## 12242       North Carolina 35.4480  -82.4294
## 12243             Virginia 37.5295  -75.8283
## 12244           California 37.2288 -120.2540
## 12245              Georgia 34.0458  -85.0570
## 12246                Texas 36.2562 -101.4122
## 12247          Puerto Rico 18.4678  -66.8490
## 12248          Connecticut 41.5047  -72.4448
## 12249          Mississippi 33.9909  -89.3454
## 12250                 Iowa 41.5004  -94.3182
## 12251                Idaho 43.9705 -116.8189
## 12252         Pennsylvania 40.3574  -76.2569
## 12253       South Carolina 34.3390  -79.4337
## 12254       North Carolina 34.0698  -77.8965
## 12255                Texas 32.9090  -96.1312
## 12256                 Iowa 42.0148  -93.1653
## 12257             Illinois 37.8163  -89.2269
## 12258                 Ohio 41.1798  -84.7377
## 12259             Missouri 36.0903  -89.8402
## 12260             Illinois 40.3509  -91.4277
## 12261             New York 42.0083  -74.1120
## 12262             New York 42.1634  -77.0925
## 12263            Tennessee 36.1096  -83.5493
## 12264                Texas 30.5550  -98.3276
## 12265       North Carolina 36.4209  -81.4686
## 12266            Tennessee 36.1536  -85.6348
## 12267             Oklahoma 34.9560  -99.3692
## 12268           New Jersey 39.9269  -74.1348
## 12269                Texas 30.2743  -98.4065
## 12270                 Ohio 40.2205  -83.5581
## 12271                 Ohio 39.8861  -84.0242
## 12272                Idaho 47.5055 -116.0008
## 12273         Pennsylvania 40.4810  -78.5547
## 12274                Texas 30.1813  -95.1836
## 12275             Virginia 37.1707  -80.2527
## 12276             Missouri 36.4930  -90.0762
## 12277           New Jersey 40.7004  -74.9395
## 12278              Indiana 40.5498  -85.2870
## 12279         Pennsylvania 40.3331  -78.9537
## 12280               Oregon 43.5214 -124.2110
## 12281                Texas 30.2007  -95.0956
## 12282                Texas 33.5108  -96.3956
## 12283             Illinois 40.5454  -89.3309
## 12284         Pennsylvania 40.3834  -80.2153
## 12285           California 33.7067 -117.3343
## 12286         Pennsylvania 40.5403  -79.1597
## 12287             Maryland 39.7054  -78.1749
## 12288                 Ohio 38.6901  -83.6055
## 12289         Pennsylvania 40.8319  -76.2062
## 12290          Connecticut 41.4018  -72.4578
## 12291             Nebraska 42.0542  -97.3452
## 12292        Massachusetts 42.4373  -71.6920
## 12293           New Jersey 40.7621  -75.0140
## 12294            Minnesota 44.1598  -92.5401
## 12295             Kentucky 36.8654  -86.7110
## 12296             Michigan 46.4767  -89.9336
## 12297              Florida 26.9226  -82.3537
## 12298        West Virginia 40.1648  -80.5972
## 12299             New York 42.6393  -73.5583
## 12300        West Virginia 37.7756  -80.4582
## 12301                Texas 33.5076  -94.6166
## 12302                Texas 30.3921  -95.6958
## 12303           Washington 48.6055 -118.0620
## 12304          Mississippi 33.9508  -90.7653
## 12305           California 36.5913 -121.8290
## 12306         Pennsylvania 40.5641  -76.6983
## 12307                 Iowa 42.7126  -92.5816
## 12308        Massachusetts 42.0990  -72.3048
## 12309             Oklahoma 35.1030  -98.5996
## 12310             Virginia 38.4173  -78.9412
## 12311         Pennsylvania 40.3056  -78.8818
## 12312         Pennsylvania 40.2883  -78.9179
## 12313             Virginia 36.9444  -82.4698
## 12314              Georgia 34.0693  -83.5399
## 12315         Pennsylvania 40.1657  -74.9174
## 12316              Alabama 33.5302  -87.0312
## 12317          Mississippi 33.5003  -90.3256
## 12318              Indiana 39.1185  -86.9798
## 12319          Connecticut 41.2282  -72.9930
## 12320                 Utah 40.7257 -111.2788
## 12321           California 35.1969 -120.7191
## 12322         North Dakota 47.4030  -97.0635
## 12323            Wisconsin 45.7322  -91.9033
## 12324                Texas 33.6788 -101.3846
## 12325               Kansas 38.1790  -94.7053
## 12326              Georgia 30.9714  -83.1954
## 12327              Alabama 33.8912  -88.1266
## 12328                 Ohio 40.0770  -82.9407
## 12329             New York 42.4134  -73.6779
## 12330                Texas 33.1774  -97.8709
## 12331             Michigan 42.8906  -84.3500
## 12332             Michigan 42.4440  -84.9246
## 12333                 Ohio 39.9366  -82.4343
## 12334              Florida 28.2346  -80.6079
## 12335             Virginia 39.0287  -78.2781
## 12336            Tennessee 36.3160  -87.7025
## 12337             Missouri 37.9696  -91.3545
## 12338             Colorado 39.4508 -108.0529
## 12339            Tennessee 35.1865  -85.3303
## 12340                 Iowa 40.9923  -94.7397
## 12341           California 35.3899 -118.9409
## 12342         Pennsylvania 40.6595  -80.4115
## 12343              Arizona 35.8222 -110.4884
## 12344              Alabama 31.3423  -85.5893
## 12345              Georgia 33.9479  -83.5341
## 12346            Minnesota 48.1940  -96.7688
## 12347                 Ohio 40.9778  -80.6546
## 12348         Pennsylvania 40.4626  -78.5866
## 12349          Mississippi 34.8387  -89.6144
## 12350          Connecticut 41.3379  -72.0176
## 12351             Oklahoma 35.3175  -97.9517
## 12352           New Jersey 39.4152  -75.1912
## 12353              Montana 46.3139 -114.1123
## 12354         North Dakota 46.1843 -103.4029
## 12355              Florida 28.5306  -81.5191
## 12356           Washington 46.2498 -119.1687
## 12357           New Mexico 34.7667 -106.0301
## 12358            Minnesota 47.2941  -91.2780
## 12359          Mississippi 31.7122  -91.0620
## 12360            Wisconsin 43.4815  -89.7718
## 12361              Arizona 33.3016 -110.4572
## 12362       North Carolina 34.3251  -78.8250
## 12363         Pennsylvania 41.0055  -76.4164
## 12364             Illinois 41.7683  -88.7659
## 12365                 Ohio 39.5500  -81.6362
## 12366             New York 41.2878  -73.6682
## 12367               Kansas 37.9620 -101.7782
## 12368         Pennsylvania 40.6007  -78.3334
## 12369                Texas 30.2339  -93.7610
## 12370                 Ohio 40.6608  -81.1929
## 12371              Alabama 33.3221  -87.9040
## 12372                Texas 28.4668  -98.1784
## 12373         Pennsylvania 40.9267  -75.4017
## 12374             Maryland 39.3889  -77.2789
## 12375             Oklahoma 34.0004  -96.7062
## 12376             Nebraska 42.1291  -98.0300
## 12377              Florida 26.9432  -80.1407
## 12378             Missouri 39.9106  -93.9642
## 12379                Texas 33.6413 -101.2377
## 12380             Arkansas 35.5830  -94.3615
## 12381           California 35.7700 -117.3967
## 12382            Minnesota 47.7588  -90.3445
## 12383              Arizona 35.2335 -111.4728
## 12384             Illinois 42.0948  -89.9770
## 12385           New Jersey 39.6194  -75.0738
## 12386            Minnesota 45.4102  -94.0447
## 12387            Wisconsin 43.1776  -90.0688
## 12388                 Ohio 40.9854  -84.1946
## 12389              Georgia 34.5789  -84.9439
## 12390                Texas 31.8176  -99.1045
## 12391           California 32.8696 -116.6279
## 12392             Illinois 41.9669  -89.0626
## 12393                Texas 29.9627  -97.7952
## 12394         Pennsylvania 40.7549  -75.5309
## 12395         Pennsylvania 39.9368  -76.9793
## 12396             Michigan 43.9003  -85.2751
## 12397              Florida 29.4593  -82.5905
## 12398            Louisiana 32.8619  -91.3911
## 12399         Pennsylvania 40.3289  -75.9938
## 12400         Pennsylvania 40.3508  -79.8907
## 12401            Louisiana 30.2365  -92.1930
## 12402          Connecticut 41.7731  -72.3084
## 12403             Illinois 42.0905  -88.8490
## 12404       South Carolina 33.0900  -80.3071
## 12405              Arizona 36.0474 -112.1623
## 12406       North Carolina 36.1954  -81.1559
## 12407             Oklahoma 34.6897  -99.9153
## 12408             New York 40.9546  -72.5807
## 12409                 Utah 40.0132 -111.6558
## 12410            Wisconsin 45.5686  -88.8973
## 12411             Oklahoma 34.1684  -97.4260
## 12412         Pennsylvania 40.3274  -76.0042
## 12413             Kentucky 37.8779  -86.2848
## 12414              Alabama 33.3184  -86.4286
## 12415             Illinois 40.6114  -89.6225
## 12416          Puerto Rico 17.9783  -66.8899
## 12417                Texas 34.1230 -101.4424
## 12418       North Carolina 35.5081  -82.6176
## 12419                 Ohio 38.7325  -83.8346
## 12420            Louisiana 29.8081  -90.4210
## 12421       South Carolina 32.9661  -79.6586
## 12422         Pennsylvania 40.4642  -78.3922
## 12423             Virginia 38.0804  -78.4732
## 12424          Mississippi 34.5134  -89.9391
## 12425              Georgia 34.5221  -83.4976
## 12426              Alabama 33.5258  -85.9555
## 12427             Arkansas 36.1900  -90.3850
## 12428          Connecticut 41.6850  -72.1845
## 12429             Missouri 36.1340  -90.1614
## 12430           California 36.5774 -118.0777
## 12431           New Mexico 33.1806 -107.2269
## 12432           New Jersey 39.4787  -75.1380
## 12433       North Carolina 35.4279  -79.5828
## 12434             Michigan 43.6417  -85.0030
## 12435                Texas 33.7248 -102.7593
## 12436             Missouri 36.6090  -93.5967
## 12437         Pennsylvania 40.0869  -79.7526
## 12438                 Iowa 42.1721  -92.3091
## 12439                 Iowa 42.7885  -91.1058
## 12440             Michigan 43.0041  -84.7411
## 12441          Puerto Rico 18.4311  -65.8515
## 12442             Nebraska 41.6639 -103.0962
## 12443             Maryland 38.9502  -76.9332
## 12444              Wyoming 42.7613 -104.4584
## 12445         North Dakota 47.6532 -101.4219
## 12446               Kansas 37.9180  -97.4201
## 12447         North Dakota 48.3910  -97.7425
## 12448           California 38.7518 -122.6221
## 12449             Colorado 37.9324 -107.8577
## 12450           California 36.3028 -119.6370
## 12451             Illinois 39.8044  -87.6749
## 12452               Kansas 38.4834 -101.3579
## 12453              Florida 29.2401  -81.4559
## 12454                 Ohio 40.9497  -80.6611
## 12455              Alabama 34.2651  -87.7164
## 12456              Florida 26.5286  -80.0499
## 12457             Nebraska 41.3647  -97.9726
## 12458              Arizona 34.1164 -109.8909
## 12459             Missouri 37.7674  -90.6224
## 12460       North Carolina 35.6997  -81.7003
## 12461             Kentucky 37.0485  -88.4949
## 12462              Alabama 32.5552  -86.3425
## 12463           Washington 45.6927 -121.8949
## 12464          Puerto Rico 18.3074  -66.4777
## 12465          Puerto Rico 18.4382  -66.5808
## 12466               Alaska 59.2416 -135.4549
## 12467             Nebraska 41.8356  -96.4669
## 12468             Illinois 42.1019  -89.8336
## 12469           California 37.1655 -118.2951
## 12470            Wisconsin 45.6958  -90.4018
## 12471       South Carolina 34.8657  -82.1063
## 12472                Texas 29.6317  -96.0638
## 12473               Kansas 39.4251  -99.2764
## 12474                Texas 32.2984  -95.6131
## 12475                 Iowa 43.1445  -93.0093
## 12476            Louisiana 29.7796  -90.7892
## 12477           New Mexico 32.9698 -105.9388
## 12478             New York 43.1551  -75.9723
## 12479              Alabama 31.0889  -88.0137
## 12480                 Utah 41.3583 -112.0408
## 12481              Alabama 31.1124  -86.0462
## 12482         Pennsylvania 39.9690  -75.8135
## 12483              Montana 47.1624 -113.4547
## 12484            Wisconsin 43.5541  -87.9548
## 12485        West Virginia 39.6472  -79.9975
## 12486           New Mexico 36.7204 -108.3236
## 12487                Texas 34.3855 -103.0373
## 12488             Arkansas 34.6109  -92.2136
## 12489       South Carolina 34.9532  -82.0157
## 12490                 Ohio 39.8944  -82.4203
## 12491           Washington 47.1578 -122.7039
## 12492           California 35.9600 -119.0387
## 12493             Illinois 37.9066  -89.0521
## 12494               Kansas 37.0140  -95.9315
## 12495              Florida 26.6817  -80.1328
## 12496              Florida 28.4655  -82.1698
## 12497            Tennessee 35.3634  -86.8584
## 12498              Montana 46.2669 -106.6749
## 12499             Illinois 39.0210  -88.8508
## 12500             Oklahoma 35.8491  -95.1493
## 12501              Wyoming 43.0008 -108.7230
## 12502                Texas 27.7392  -98.1027
## 12503             Michigan 42.1461  -84.8103
## 12504                Texas 33.0843  -97.5632
## 12505            Tennessee 35.7669  -86.5210
## 12506         Pennsylvania 40.8216  -75.9866
## 12507             Illinois 42.3112  -89.2906
## 12508        West Virginia 37.7551  -81.2079
## 12509         Pennsylvania 40.1771  -79.9079
## 12510             Virginia 36.8185  -79.3967
## 12511       North Carolina 35.8669  -81.0470
## 12512         Pennsylvania 40.5472  -76.8160
## 12513             Illinois 42.3986  -88.7394
## 12514        West Virginia 38.2458  -81.5711
## 12515               Alaska 60.2681 -151.2843
## 12516              Georgia 32.6092  -83.5846
## 12517                Texas 33.8141  -98.6899
## 12518             Virginia 38.8121  -77.6363
## 12519             Nebraska 41.0854  -96.1333
## 12520           New Mexico 32.0690 -106.6221
## 12521             Illinois 40.8754  -89.5129
## 12522                 Iowa 41.6779  -94.4991
## 12523         Pennsylvania 42.1184  -79.9818
## 12524                Texas 33.4766  -94.1686
## 12525                Texas 27.6659  -98.0967
## 12526                Texas 30.7180  -96.4669
## 12527             Michigan 44.9024  -85.0613
## 12528            Wisconsin 44.7544  -90.2983
## 12529              Florida 26.5036  -81.9998
## 12530         Pennsylvania 40.4922  -79.8600
## 12531             Oklahoma 36.8613 -101.2162
## 12532               Kansas 39.4404  -98.6994
## 12533             Illinois 41.2658  -89.2307
## 12534                 Ohio 41.2074  -83.9055
## 12535              Indiana 39.2080  -86.2385
## 12536           New Mexico 35.0653 -106.2569
## 12537                Texas 30.6799  -94.4154
## 12538             Illinois 38.2554  -87.9970
## 12539             Virginia 36.6236  -82.5632
## 12540          Puerto Rico 18.3732  -65.7906
## 12541             Oklahoma 36.6571  -94.8204
## 12542             Illinois 39.4840  -90.3740
## 12543              Indiana 40.6008  -86.8664
## 12544                 Iowa 43.1791  -95.4768
## 12545             Virginia 38.2504  -78.4417
## 12546              Florida 27.8360  -80.4885
## 12547              Montana 47.5993 -115.3425
## 12548              Indiana 41.7184  -85.8228
## 12549             Michigan 42.7945  -85.5153
## 12550           California 36.4314 -119.6976
## 12551          Puerto Rico 17.9942  -66.8210
## 12552       North Carolina 35.2511  -75.5475
## 12553            Tennessee 35.6283  -86.6970
## 12554             New York 41.4714  -74.5397
## 12555             New York 42.6550  -79.0523
## 12556             Kentucky 37.5372  -82.5577
## 12557             Illinois 40.8480  -89.6719
## 12558             Illinois 39.6982  -91.0399
## 12559             Illinois 39.9230  -88.5724
## 12560             Colorado 37.2675 -107.0307
## 12561                 Iowa 43.0504  -91.3910
## 12562             Michigan 43.4074  -84.4784
## 12563           California 35.2104 -120.6295
## 12564           New Jersey 39.5939  -74.8821
## 12565       North Carolina 36.3928  -80.7245
## 12566            Wisconsin 43.5397  -89.0029
## 12567        West Virginia 37.7690  -81.2133
## 12568             Colorado 40.1327 -104.5380
## 12569              Florida 28.7510  -81.8194
## 12570          Connecticut 41.2494  -73.4343
## 12571              Indiana 40.1742  -86.0211
## 12572         North Dakota 47.2920 -101.0278
## 12573            Tennessee 35.1629  -86.0142
## 12574             Colorado 39.6294 -105.2509
## 12575          Puerto Rico 18.3704  -65.7733
## 12576       South Carolina 34.1650  -81.3446
## 12577             Maryland 38.9301  -76.9437
## 12578       North Carolina 35.8663  -77.8306
## 12579            Louisiana 29.6821  -90.5559
## 12580             Colorado 38.8698 -107.5920
## 12581             Virginia 36.6171  -78.5638
## 12582            Wisconsin 44.7639  -91.2783
## 12583            Minnesota 46.0122  -92.9256
## 12584        West Virginia 38.9876  -81.9656
## 12585             New York 43.1015  -73.5808
## 12586                 Ohio 41.3464  -83.7948
## 12587                 Iowa 41.8807  -93.6911
## 12588           New Jersey 39.9527  -74.3995
## 12589             Illinois 42.4652  -88.4344
## 12590          Mississippi 34.2535  -90.2723
## 12591         Rhode Island 41.4260  -71.7852
## 12592               Hawaii 19.8325 -155.1056
## 12593              Vermont 42.9240  -73.2411
## 12594             Missouri 40.4430  -95.3835
## 12595               Hawaii 19.5035 -154.9104
## 12596             Illinois 38.7198  -89.7680
## 12597                 Iowa 41.6911  -94.3639
## 12598           California 40.1208 -123.8220
## 12599                Texas 27.9711  -97.4055
## 12600                Texas 32.8766  -95.7677
## 12601            Louisiana 31.7372  -93.0343
## 12602            Wisconsin 44.4907  -89.5600
## 12603             Arkansas 35.4436  -93.3951
## 12604                 Ohio 40.7889  -81.2850
## 12605             Illinois 42.3955  -90.3184
## 12606         North Dakota 48.2572 -101.4146
## 12607                 Iowa 42.6401  -92.0477
## 12608         South Dakota 43.0768  -98.2934
## 12609            Louisiana 31.8981  -92.2404
## 12610          Puerto Rico 18.0370  -65.8494
## 12611             New York 40.8981  -73.1624
## 12612             Colorado 40.3910 -104.5794
## 12613           New Jersey 40.3653  -73.9770
## 12614              Alabama 33.8957  -86.6302
## 12615                 Iowa 41.6454  -95.7914
## 12616            Minnesota 44.9576  -95.3671
## 12617             Illinois 40.6341  -89.7509
## 12618                Texas 30.3817  -98.0010
## 12619            Tennessee 35.7393  -85.4560
## 12620                 Ohio 39.8777  -81.9112
## 12621           California 36.4805 -119.4450
## 12622             New York 44.7482  -74.9970
## 12623              Georgia 31.9330  -82.6828
## 12624          Puerto Rico 18.1258  -66.1026
## 12625             Arkansas 33.3568  -93.4955
## 12626               Oregon 45.6763 -121.8719
## 12627            Louisiana 30.3368  -91.8476
## 12628           New Jersey 39.4400  -75.2624
## 12629               Oregon 43.8815 -121.4368
## 12630         Pennsylvania 40.5546  -80.1923
## 12631        West Virginia 39.4320  -77.8046
## 12632             Kentucky 36.8433  -83.3184
## 12633             Michigan 41.7977  -85.6485
## 12634         Pennsylvania 40.5898  -80.1738
## 12635                 Iowa 41.5192  -93.9426
## 12636       South Carolina 34.7161  -81.5847
## 12637                 Iowa 42.8268  -96.5572
## 12638             New York 43.0671  -76.4730
## 12639        West Virginia 38.2805  -82.1084
## 12640         Pennsylvania 40.4100  -78.8450
## 12641             Nebraska 40.1685  -97.5866
## 12642            Minnesota 47.8701  -95.0059
## 12643          Connecticut 41.3314  -73.4911
## 12644              Florida 28.4283  -81.3677
## 12645            Wisconsin 45.1632  -91.1497
## 12646              Georgia 31.3568  -81.4314
## 12647            Tennessee 36.5366  -83.2098
## 12648             Missouri 39.4773  -92.0039
## 12649              Alabama 34.5190  -86.2492
## 12650               Alaska 60.2071 -149.3524
## 12651             Kentucky 38.2289  -85.6158
## 12652       North Carolina 36.4239  -77.6130
## 12653            Louisiana 30.6069  -92.7724
## 12654            Wisconsin 45.9250  -89.2561
## 12655             Oklahoma 35.6153  -95.8617
## 12656                Texas 33.6231  -96.7287
## 12657              Florida 27.9242  -82.8359
## 12658        Massachusetts 41.5624  -70.5858
## 12659          Mississippi 31.0064  -89.4592
## 12660         Pennsylvania 40.7164  -77.5870
## 12661               Kansas 37.8668  -95.7539
## 12662              Alabama 33.8944  -87.5224
## 12663          Mississippi 31.3797  -89.3878
## 12664                Texas 30.3153  -95.3013
## 12665             Michigan 42.5176  -83.2780
## 12666               Oregon 44.1394 -123.0588
## 12667           New Mexico 36.7568 -108.4673
## 12668             Oklahoma 35.9910  -94.5751
## 12669           New Jersey 39.9424  -74.1454
## 12670              Indiana 38.8423  -86.9894
## 12671             Michigan 42.8362  -84.1833
## 12672                Texas 26.0810  -97.2592
## 12673         Pennsylvania 41.8075  -78.4439
## 12674               Kansas 39.0994  -95.8563
## 12675         Pennsylvania 41.3041  -74.9933
## 12676                Texas 31.8643  -97.3861
## 12677               Oregon 45.5646 -117.9213
## 12678        West Virginia 39.0942  -79.6785
## 12679              Alabama 33.4772  -87.0812
## 12680              Indiana 41.7174  -86.5476
## 12681             Kentucky 36.6648  -84.4395
## 12682            Tennessee 36.1817  -85.9324
## 12683         Pennsylvania 40.9531  -76.4604
## 12684             Virginia 36.9010  -81.2765
## 12685           New Jersey 39.6305  -74.9663
## 12686              Indiana 38.8935  -86.5254
## 12687         Pennsylvania 41.5009  -75.6952
## 12688             Arkansas 35.9963  -94.1900
## 12689             Arkansas 35.5100  -94.0740
## 12690                 Utah 37.5717 -113.7431
## 12691                 Utah 39.0914 -111.1337
## 12692            Louisiana 30.7818  -92.4223
## 12693           California 36.7999 -120.0210
## 12694                 Ohio 39.2282  -84.5661
## 12695              Florida 30.3830  -86.8874
## 12696        West Virginia 37.8512  -82.0230
## 12697         Pennsylvania 40.1500  -79.9084
## 12698                Texas 26.0703  -97.6342
## 12699         Pennsylvania 40.6295  -75.2024
## 12700            Louisiana 32.0764  -92.0850
## 12701             Missouri 38.5630  -94.1959
## 12702             Missouri 38.4788  -91.8450
## 12703       South Carolina 34.8335  -82.4272
## 12704           California 38.1121 -122.5194
## 12705             Missouri 37.0682  -94.1256
## 12706                 Ohio 41.4180  -81.6681
## 12707              Alabama 30.4783  -87.6904
## 12708         Pennsylvania 40.6890  -75.5161
## 12709             Michigan 43.9794  -83.9637
## 12710               Nevada 38.8913 -119.6833
## 12711                 Utah 40.2949 -109.9493
## 12712                 Ohio 40.9474  -83.9567
## 12713           New Mexico 36.4657 -105.5634
## 12714         Pennsylvania 40.6403  -79.1456
## 12715                 Iowa 41.9092  -95.0643
## 12716             Virginia 38.9808  -77.3256
## 12717             Missouri 36.9028  -93.5716
## 12718         Pennsylvania 40.1538  -75.8884
## 12719           California 38.6641 -121.8754
## 12720             Missouri 37.3833  -93.1522
## 12721                 Ohio 39.0292  -82.0336
## 12722          Connecticut 41.9312  -71.9555
## 12723              Indiana 39.8125  -85.1703
## 12724           New Mexico 32.9388 -105.8214
## 12725                 Ohio 39.8536  -83.9620
## 12726           California 39.1507 -120.1596
## 12727       North Carolina 35.8247  -77.2533
## 12728             Illinois 40.4857  -89.0993
## 12729              Arizona 34.2009 -114.2089
## 12730        West Virginia 39.3671  -81.4854
## 12731                 Iowa 42.9503  -92.5417
## 12732           California 38.8677 -121.1318
## 12733                Texas 32.1586  -97.1478
## 12734       South Carolina 34.5041  -81.6144
## 12735             New York 43.9418  -76.1182
## 12736             New York 41.2279  -73.9259
## 12737             Illinois 41.5353  -87.8461
## 12738              Georgia 34.3355  -83.4986
## 12739              Indiana 41.3370  -87.4037
## 12740       South Carolina 34.8464  -80.9061
## 12741       North Carolina 34.3141  -78.5117
## 12742             Missouri 39.4233  -92.8025
## 12743              Indiana 40.5214  -87.2482
## 12744       North Carolina 35.4404  -82.2065
## 12745              Indiana 39.8166  -86.3207
## 12746               Alaska 70.3148 -148.7167
## 12747             Nebraska 42.6205  -97.2672
## 12748             New York 41.7702  -74.6570
## 12749              Arizona 36.8710 -111.4328
## 12750                 Iowa 41.8799  -91.8306
## 12751             Illinois 42.4888  -90.6278
## 12752            Wisconsin 44.9483  -92.2851
## 12753              Georgia 32.9359  -82.8134
## 12754             Michigan 44.6605  -84.1418
## 12755            Minnesota 44.7158  -96.2690
## 12756         Pennsylvania 40.8448  -77.6850
## 12757           New Jersey 39.1684  -74.8000
## 12758            Wisconsin 43.1716  -87.9353
## 12759                 Utah 41.6759 -112.1376
## 12760              Florida 29.5938  -82.0944
## 12761           Washington 46.5843 -122.9007
## 12762                 Iowa 42.4870  -95.5428
## 12763          Puerto Rico 18.0396  -66.4683
## 12764       North Carolina 36.1073  -81.1807
## 12765             Virginia 38.0535  -77.3473
## 12766              Indiana 38.1769  -86.9802
## 12767         Rhode Island 41.8964  -71.6052
## 12768                Texas 29.3181 -100.4109
## 12769           California 37.6071 -120.9803
## 12770             Illinois 41.9291  -88.8669
## 12771        West Virginia 38.3185  -81.5229
## 12772              Arizona 33.3951 -110.8724
## 12773        Massachusetts 41.6804  -69.9918
## 12774           New Mexico 35.1009 -106.2278
## 12775              Florida 29.7812  -82.0340
## 12776             Maryland 39.1190  -76.9828
## 12777                 Utah 40.6102 -111.2729
## 12778             Oklahoma 36.8150 -100.5236
## 12779                Texas 29.9537  -97.3065
## 12780         Pennsylvania 40.9914  -80.3671
## 12781             New York 42.0227  -73.9094
## 12782            Tennessee 36.4112  -84.5056
## 12783          Mississippi 34.6902  -89.9757
## 12784              Arizona 35.9532 -114.0789
## 12785          Connecticut 41.1714  -73.3771
## 12786                Idaho 46.4034 -116.8041
## 12787           California 34.6147 -118.2990
## 12788               Kansas 38.2323  -97.7715
## 12789                 Ohio 40.3957  -84.1754
## 12790                 Ohio 39.2744  -84.6705
## 12791         Pennsylvania 39.8742  -75.6040
## 12792       North Carolina 35.9441  -78.1090
## 12793             Illinois 38.8315  -90.0464
## 12794          Connecticut 41.8316  -72.8977
## 12795          Puerto Rico 18.0504  -66.7020
## 12796              Indiana 39.1286  -85.2929
## 12797                 Iowa 40.8835  -94.5583
## 12798             Maryland 38.7883  -76.2244
## 12799                Texas 32.2279  -95.0534
## 12800            Minnesota 45.0127  -96.1890
## 12801               Kansas 37.3899  -97.6430
## 12802            Wisconsin 42.6007  -88.7129
## 12803       North Carolina 34.9228  -77.7724
## 12804           Washington 45.8652 -122.4062
## 12805             Oklahoma 35.6682  -97.1905
## 12806           California 40.5781 -124.2612
## 12807                Texas 29.7089  -95.4366
## 12808                Texas 32.3076  -96.0138
## 12809             Arkansas 34.6936  -91.3062
## 12810         Pennsylvania 40.9950  -75.5826
## 12811         Pennsylvania 40.7315  -77.8884
## 12812          Puerto Rico 18.2123  -65.7930
## 12813                 Iowa 42.6805  -91.5349
## 12814            Tennessee 35.0469  -85.6740
## 12815            Louisiana 30.4993  -90.5839
## 12816          Puerto Rico 18.3008  -65.6371
## 12817           New Jersey 40.7060  -74.3130
## 12818        West Virginia 37.6776  -81.2180
## 12819             Virginia 38.0036  -79.1523
## 12820             Illinois 42.2103  -88.0531
## 12821               Hawaii 21.9187 -159.6240
## 12822                 Ohio 41.0797  -84.7272
## 12823          Mississippi 34.6739  -89.0262
## 12824                 Ohio 39.2468  -82.4786
## 12825       South Carolina 34.7638  -82.3497
## 12826             Missouri 37.3176  -93.5809
## 12827         Pennsylvania 40.7892  -77.0445
## 12828           Washington 47.5886 -122.6673
## 12829         Pennsylvania 41.9176  -77.5402
## 12830                 Iowa 41.4693  -91.8353
## 12831            Wisconsin 44.2303  -87.6423
## 12832                Texas 30.6141  -97.2068
## 12833             Missouri 38.5768  -90.3849
## 12834         Pennsylvania 41.0530  -76.2123
## 12835             Virginia 36.9098  -82.7882
## 12836       North Carolina 35.4671  -78.1613
## 12837                 Ohio 41.0344  -81.4412
## 12838             Delaware 39.1283  -75.5396
## 12839         Pennsylvania 41.2513  -74.9103
## 12840              Indiana 41.4784  -86.6930
## 12841           New Jersey 41.1874  -74.5015
## 12842             Colorado 39.2075 -108.8050
## 12843               Kansas 37.9016  -97.7831
## 12844       North Carolina 35.9468  -80.4045
## 12845       South Carolina 34.4149  -81.8086
## 12846             Arkansas 33.5347  -92.4667
## 12847                 Iowa 42.2286  -91.8867
## 12848             Kentucky 36.7906  -85.3675
## 12849          Connecticut 41.5439  -73.2048
## 12850              Vermont 43.6691  -73.0405
## 12851             Virginia 36.5816  -80.6688
## 12852            Louisiana 29.4656  -90.5617
## 12853             Michigan 42.3901  -85.4008
## 12854             New York 43.9730  -75.6219
## 12855                Idaho 42.9552 -112.4561
## 12856              Indiana 39.1767  -85.5746
## 12857           Washington 48.1387 -122.3342
## 12858                Texas 32.9139  -97.7343
## 12859                 Ohio 39.2401  -83.7880
## 12860             New York 42.3898  -79.4428
## 12861               Kansas 39.7740  -98.7831
## 12862                 Ohio 40.4385  -84.0413
## 12863              Indiana 39.5840  -86.4793
## 12864                 Ohio 41.5648  -83.4255
## 12865             New York 42.2531  -79.5030
## 12866            Louisiana 31.3907  -92.6700
## 12867           Washington 45.6316 -121.1749
## 12868                Texas 29.2274  -95.3461
## 12869           Washington 47.6926 -121.9151
## 12870                 Iowa 42.7370  -94.6660
## 12871                Texas 35.8231 -101.4436
## 12872             Nebraska 40.9964  -96.1612
## 12873         South Dakota 45.0060  -99.9539
## 12874                 Ohio 40.3932  -81.4005
## 12875             Michigan 43.0031  -84.3742
## 12876              Alabama 34.2693  -87.8303
## 12877            Louisiana 30.3260  -92.4956
## 12878         Pennsylvania 41.9393  -79.1393
## 12879           Washington 47.6480 -120.0707
## 12880                 Ohio 39.0479  -84.3475
## 12881              Florida 26.1325  -80.1824
## 12882                Texas 29.6203  -95.0191
## 12883         Rhode Island 41.9687  -71.6768
## 12884             Delaware 38.8072  -75.5900
## 12885             Nebraska 41.4620  -96.7857
## 12886           California 35.1337 -119.4711
## 12887               Hawaii 21.9236 -159.4814
## 12888               Oregon 44.3827 -123.1110
## 12889             Illinois 41.1337  -87.9599
## 12890                 Ohio 40.8051  -83.5116
## 12891                Texas 33.1124  -97.4456
## 12892              Florida 28.1946  -82.7703
## 12893         Pennsylvania 41.3289  -75.7700
## 12894            Tennessee 35.9720  -89.3880
## 12895         Pennsylvania 41.4487  -79.6766
## 12896             Nebraska 40.8446 -101.7256
## 12897                 Ohio 41.2072  -82.1481
## 12898              Arizona 36.3033 -109.2157
## 12899               Oregon 45.6186 -123.9398
## 12900             Maryland 38.9016  -76.9153
## 12901            Tennessee 35.2048  -88.1939
## 12902           California 38.3406 -122.6729
## 12903                Texas 30.9376  -95.3254
## 12904               Nevada 36.5424 -116.4877
## 12905               Nevada 38.8109 -119.3517
## 12906             Virginia 37.9856  -77.5244
## 12907             Missouri 37.1038  -89.9120
## 12908       South Carolina 33.4047  -79.9264
## 12909              Georgia 32.3897  -81.6668
## 12910             Illinois 40.3988  -88.8894
## 12911                Texas 28.7773  -97.0848
## 12912       North Carolina 35.2337  -80.4303
## 12913       South Carolina 33.8927  -79.0518
## 12914             Virginia 37.0954  -79.3029
## 12915           New Mexico 32.2862 -104.0976
## 12916             New York 41.6571  -73.9661
## 12917             Illinois 39.9548  -89.5468
## 12918             Nebraska 41.4548  -96.3565
## 12919             Kentucky 39.0404  -84.3995
## 12920             Oklahoma 34.8546  -97.3876
## 12921            Minnesota 43.5607  -91.6373
## 12922             Michigan 44.3013  -84.6654
## 12923       North Carolina 36.2340  -80.7093
## 12924               Kansas 37.3934  -97.2795
## 12925               Nevada 38.9452 -119.6993
## 12926           California 38.4337 -120.5860
## 12927                 Ohio 41.4708  -81.1456
## 12928           California 34.4817 -118.6665
## 12929          Connecticut 41.3350  -73.5130
## 12930           Washington 47.3755 -119.5044
## 12931             Missouri 38.7017  -90.3180
## 12932       North Carolina 35.3051  -77.8714
## 12933         Pennsylvania 40.8369  -75.6864
## 12934           California 37.3999 -122.1989
## 12935             Virginia 38.5198  -77.4441
## 12936              Indiana 40.1187  -85.5567
## 12937             Nebraska 40.6072  -97.8589
## 12938         Pennsylvania 40.4001  -80.1872
## 12939             New York 40.9427  -72.3101
## 12940               Kansas 38.3479  -94.7613
## 12941                 Ohio 39.7450  -84.5361
## 12942             Maryland 38.4667  -76.7848
## 12943              Montana 48.8790 -115.0492
## 12944        West Virginia 38.5371  -81.9254
## 12945             Missouri 38.2848  -91.7217
## 12946           California 37.9615 -120.2428
## 12947       North Carolina 36.3938  -81.4898
## 12948           California 41.7275 -122.5302
## 12949              Indiana 39.9642  -86.9607
## 12950              Georgia 31.3358  -83.0446
## 12951               Alaska 55.1182 -131.5689
## 12952                Texas 35.0422 -101.9084
## 12953             Oklahoma 35.9518  -97.5948
## 12954              Arizona 36.9538 -112.9813
## 12955             New York 42.5332  -73.7491
## 12956           New Mexico 36.0440 -106.0565
## 12957           California 37.7432 -121.0084
## 12958           New Jersey 39.4409  -74.4735
## 12959              Florida 26.1327  -80.1763
## 12960              Alabama 34.0308  -86.3179
## 12961              Florida 26.6973  -81.7429
## 12962             Michigan 43.3348  -85.8094
## 12963            Louisiana 29.9886  -91.0554
## 12964               Kansas 37.5717  -95.2418
## 12965                 Ohio 39.5594  -84.1868
## 12966              Georgia 33.0930  -84.3427
## 12967              Alabama 30.4003  -87.7749
## 12968             Michigan 43.4073  -85.0367
## 12969           New Jersey 39.4933  -74.6091
## 12970                 Ohio 39.5022  -82.0842
## 12971               Oregon 44.3533 -121.1807
## 12972             Kentucky 38.3105  -85.4896
## 12973             Nebraska 40.8196  -98.6041
## 12974              Alabama 32.5010  -86.1839
## 12975            Wisconsin 46.4462  -90.1983
## 12976                Texas 31.0756  -96.9749
## 12977              Alabama 33.8818  -86.7842
## 12978                 Ohio 40.9696  -82.1082
## 12979               Kansas 37.9224  -99.4114
## 12980            Minnesota 44.9290  -96.0504
## 12981             Nebraska 41.0275  -98.8945
## 12982        West Virginia 38.3224  -82.4479
## 12983            Tennessee 36.2772  -82.1728
## 12984                Texas 29.5908  -95.3179
## 12985            Tennessee 35.2007  -85.3685
## 12986                 Utah 39.5358 -110.7344
## 12987          Mississippi 31.3372  -89.3771
## 12988             Michigan 44.8949  -85.4053
## 12989                Texas 31.7897  -96.4610
## 12990             Nebraska 42.5309  -98.9747
## 12991                 Ohio 39.2153  -84.3888
## 12992              Arizona 33.8370 -111.2999
## 12993             Virginia 37.6348  -79.4514
## 12994                 Ohio 41.0318  -82.5198
## 12995           California 33.7601 -118.3471
## 12996            Wisconsin 44.0839  -91.3580
## 12997            Tennessee 35.1749  -84.6516
## 12998             Kentucky 38.7224  -82.9647
## 12999             Michigan 46.3538  -85.5098
## 13000             Nebraska 41.1601 -101.1229
## 13001                Texas 28.2379  -97.3254
## 13002             Oklahoma 35.9308  -97.2807
## 13003             New York 43.2396  -78.9129
## 13004             Michigan 43.2928  -85.0789
## 13005            Tennessee 35.6487  -84.1725
## 13006        West Virginia 37.7503  -80.4715
## 13007             New York 42.8991  -77.4242
## 13008        Massachusetts 41.6923  -70.0694
## 13009              Indiana 41.5005  -85.8249
## 13010                Texas 36.4561 -100.5402
## 13011                 Iowa 42.5864  -95.9679
## 13012             Michigan 41.7922  -86.7424
## 13013             Colorado 39.7101 -104.2190
## 13014           New Jersey 39.5402  -75.1727
## 13015              Indiana 38.3716  -85.9826
## 13016             Missouri 36.8187  -93.9206
## 13017             Nebraska 42.5485  -99.8576
## 13018          Mississippi 34.9257  -90.1604
## 13019              Montana 48.4278 -108.6829
## 13020             Illinois 38.5452  -89.6142
## 13021             Virginia 36.6404  -80.2687
## 13022               Oregon 43.3029 -123.0666
## 13023             Virginia 38.6940  -77.5757
## 13024         North Dakota 48.2433 -101.1333
## 13025            Louisiana 31.5725  -91.4884
## 13026              Florida 27.2479  -80.8115
## 13027             Kentucky 38.5944  -83.3245
## 13028         Pennsylvania 40.2574  -75.4662
## 13029            Wisconsin 42.6294  -89.2572
## 13030             Kentucky 37.4027  -84.4144
## 13031             Illinois 42.4338  -89.3268
## 13032           Washington 47.3934 -122.6117
## 13033            Wisconsin 43.7940  -89.3333
## 13034                Texas 26.2719  -98.3404
## 13035                 Ohio 41.1001  -84.2727
## 13036             Illinois 41.0639  -89.7729
## 13037              Indiana 39.1791  -87.3971
## 13038                Texas 31.8470  -96.8003
## 13039              Alabama 34.1091  -85.9585
## 13040              Indiana 39.3730  -86.2584
## 13041           California 36.5137 -119.4465
## 13042                Texas 28.8593  -98.7006
## 13043       South Carolina 34.8620  -82.4250
## 13044                Texas 29.3930  -98.3443
## 13045             Michigan 43.8573  -83.9638
## 13046          Mississippi 30.6401  -88.5579
## 13047                 Ohio 40.1996  -84.7943
## 13048                Texas 31.0755  -97.9725
## 13049             Oklahoma 36.5738  -94.9480
## 13050                Texas 35.4411 -100.2752
## 13051            Wisconsin 44.7383  -88.4476
## 13052              Florida 29.1635  -81.5349
## 13053             Kentucky 38.3037  -83.1682
## 13054              Georgia 33.2439  -84.2318
## 13055                Texas 33.4576 -102.4908
## 13056             Illinois 41.0935  -89.8633
## 13057                 Iowa 42.1895  -92.4639
## 13058             Virginia 37.7118  -76.3834
## 13059          Puerto Rico 18.3389  -67.2515
## 13060            Louisiana 30.9733  -92.5824
## 13061             Missouri 37.2364  -90.9733
## 13062              Indiana 38.4082  -86.1086
## 13063              Indiana 41.0840  -85.6278
## 13064           New Mexico 36.8244 -108.0563
## 13065             Virginia 36.7585  -78.9890
## 13066             Oklahoma 36.1982  -95.1689
## 13067               Oregon 42.3693 -123.3590
## 13068             Arkansas 35.9084  -92.6459
## 13069         South Dakota 44.9939 -101.2310
## 13070                 Utah 40.7489 -111.5140
## 13071             Illinois 40.0033  -88.1563
## 13072             Missouri 38.8706  -94.1852
## 13073            Tennessee 36.1223  -82.4203
## 13074           New Jersey 39.7306  -74.8785
## 13075               Nevada 39.5164 -119.9230
## 13076              Montana 48.5902 -109.2319
## 13077             Illinois 40.1101  -87.7769
## 13078                Texas 29.8570  -94.3185
## 13079           New Mexico 32.7783 -104.3931
## 13080            Wisconsin 45.7801  -87.9991
## 13081           California 35.2347 -119.0829
## 13082              Florida 29.4501  -82.6391
## 13083             Colorado 38.8676 -106.9773
## 13084           California 37.6590 -120.3329
## 13085             New York 41.3356  -73.7252
## 13086              Indiana 39.3514  -86.1094
## 13087        New Hampshire 44.1423  -72.0256
## 13088                 Ohio 41.5538  -81.6055
## 13089                 Utah 41.8106 -112.1403
## 13090              Arizona 34.0332 -110.4854
## 13091                 Utah 41.1428 -111.9334
## 13092         Pennsylvania 40.0616  -76.7053
## 13093           California 40.1003 -123.7948
## 13094             Arkansas 36.3402  -94.4578
## 13095              Florida 30.0856  -85.6075
## 13096               Kansas 39.7602  -94.9396
## 13097             Illinois 39.8053  -88.8474
## 13098            Minnesota 44.9167  -93.5885
## 13099                Texas 31.4763  -96.9303
## 13100         Pennsylvania 41.2773  -75.8312
## 13101               Kansas 37.4822 -100.8466
## 13102              Indiana 39.7832  -86.0516
## 13103             Virginia 38.8235  -78.5634
## 13104             Oklahoma 35.4905  -95.3087
## 13105           California 36.6565 -119.5981
## 13106             Virginia 38.9231  -78.1033
## 13107          Connecticut 41.3339  -71.9978
## 13108                Texas 29.6683  -98.0773
## 13109             Michigan 44.8050  -85.6634
## 13110                Texas 31.3431  -93.8511
## 13111              Arizona 31.8958 -110.2224
## 13112             Oklahoma 35.7251  -97.9757
## 13113             Illinois 39.5925  -89.9526
## 13114                Texas 31.6276  -95.5789
## 13115            Minnesota 45.6100  -94.4618
## 13116          Mississippi 31.5525  -90.1145
## 13117       North Carolina 34.9304  -76.8112
## 13118                 Ohio 40.4098  -82.9516
## 13119        West Virginia 37.8385  -81.1986
## 13120             Missouri 38.5157  -92.0647
## 13121         Pennsylvania 40.2626  -78.8297
## 13122                Texas 32.4419 -100.5322
## 13123                 Iowa 41.7352  -95.7078
## 13124                Texas 34.5156 -102.8848
## 13125               Alaska 59.7024 -151.5546
## 13126         Pennsylvania 41.7839  -76.7898
## 13127          Puerto Rico 18.0380  -66.9037
## 13128          Mississippi 31.7539  -89.6560
## 13129             Nebraska 40.1221  -96.6642
## 13130             Virginia 38.0003  -75.4173
## 13131        West Virginia 39.5014  -80.1696
## 13132                Texas 30.1692  -94.3207
## 13133            Louisiana 29.8685  -91.5388
## 13134              Indiana 41.2507  -85.4433
## 13135                 Ohio 40.4681  -83.8939
## 13136         Pennsylvania 40.0702  -75.3188
## 13137              Wyoming 43.4860 -110.8937
## 13138                Texas 30.9300  -97.2290
## 13139         Pennsylvania 41.1710  -76.8738
## 13140          Mississippi 32.9677  -89.9128
## 13141               Kansas 37.2836 -100.3430
## 13142         Pennsylvania 41.3238  -74.8012
## 13143         Pennsylvania 40.3118  -75.4520
## 13144                 Ohio 40.9646  -80.5597
## 13145             Illinois 39.0022  -87.9107
## 13146                Texas 32.3895  -97.9190
## 13147        Massachusetts 41.6119  -70.4666
## 13148       South Carolina 34.7330  -80.0778
## 13149             Arkansas 36.2767  -94.3237
## 13150             Michigan 42.6032  -85.0941
## 13151           New Jersey 39.0906  -74.7356
## 13152                Texas 33.6633  -95.3837
## 13153             Michigan 44.8366  -85.2871
## 13154             New York 42.2478  -73.6462
## 13155             Illinois 39.9524  -90.2108
## 13156                Texas 26.2721  -98.6483
## 13157            Wisconsin 44.9229  -89.9626
## 13158                 Ohio 40.3442  -84.3694
## 13159          Puerto Rico 18.3240  -65.8715
## 13160             Virginia 37.7458  -77.1316
## 13161             Illinois 39.0416  -89.9511
## 13162             Illinois 40.9379  -90.9499
## 13163            Tennessee 36.2757  -83.5311
## 13164       South Carolina 32.5227  -80.7479
## 13165             Missouri 39.0174  -91.8958
## 13166           New Jersey 41.1234  -74.8403
## 13167                Idaho 42.6052 -113.7847
## 13168                Texas 32.0561  -95.5043
## 13169       North Carolina 35.5428  -76.6232
## 13170             Kentucky 38.2050  -85.7270
## 13171         South Dakota 43.4245 -102.1801
## 13172                Texas 28.0706  -97.0429
## 13173             Oklahoma 36.5463  -98.2718
## 13174                 Utah 40.0510 -111.7850
## 13175             Maryland 39.1390  -76.2430
## 13176         Pennsylvania 41.3139  -75.7826
## 13177           Washington 48.9276 -122.3186
## 13178             Nebraska 41.9981  -97.5994
## 13179                Texas 30.2736  -97.7867
## 13180             Maryland 39.3264  -77.4279
## 13181                Texas 29.5982  -95.5520
## 13182         South Dakota 44.7644  -96.6768
## 13183              Montana 47.8291 -110.6557
## 13184             New York 43.1938  -78.5762
## 13185             Michigan 41.9424  -84.8826
## 13186         Pennsylvania 41.2898  -75.7943
## 13187           Washington 47.9689 -118.9759
## 13188                Texas 26.3147  -98.6336
## 13189           Washington 46.9837 -120.4189
## 13190                 Ohio 40.1721  -80.6973
## 13191           Washington 47.3733 -120.1420
## 13192             Nebraska 40.7784  -98.7294
## 13193              Indiana 41.4169  -86.4827
## 13194           California 40.3049 -121.0036
## 13195             Colorado 39.9633 -105.5071
## 13196           Washington 48.9955 -122.2694
## 13197              Montana 48.5459 -113.0127
## 13198         Pennsylvania 40.5004  -75.9700
## 13199             Delaware 38.7172  -75.0845
## 13200            Wisconsin 44.9502  -91.1532
## 13201              Alabama 34.0179  -85.7852
## 13202                Texas 33.0560  -97.5096
## 13203           California 41.0447 -124.1023
## 13204          Mississippi 32.5897  -90.3158
## 13205                Texas 29.0619  -98.8521
## 13206             Nebraska 42.3534  -97.7871
## 13207             Oklahoma 34.6170  -98.0892
## 13208                 Ohio 40.8625  -81.8604
## 13209                Texas 32.4050  -94.7102
## 13210         Pennsylvania 40.2715  -79.8872
## 13211             New York 44.6941  -73.5552
## 13212                Texas 32.2136  -98.6721
## 13213                 Ohio 39.9513  -81.9592
## 13214           New Mexico 35.1604 -106.2987
## 13215           New Jersey 40.7944  -74.5661
## 13216       North Carolina 36.0285  -79.4890
## 13217                Texas 30.9129 -101.9001
## 13218           Washington 46.4738 -117.5964
## 13219          Puerto Rico 18.4572  -66.5675
## 13220                 Iowa 42.1661  -93.5028
## 13221             Illinois 41.1931  -88.3146
## 13222          Mississippi 30.6638  -88.4994
## 13223             Maryland 39.0677  -76.5964
## 13224         North Dakota 47.9091  -97.6269
## 13225          Puerto Rico 18.2688  -65.9096
## 13226        West Virginia 39.5597  -80.9988
## 13227                Texas 30.8835  -97.4025
## 13228                Texas 31.3086  -97.3596
## 13229             Michigan 43.4528  -83.6893
## 13230                 Ohio 40.5427  -81.7213
## 13231             Missouri 38.0958  -94.3633
## 13232             Colorado 37.4766 -105.8397
## 13233            Minnesota 47.5856  -95.7577
## 13234          Puerto Rico 18.2217  -65.6798
## 13235           Washington 47.3885 -120.2829
## 13236                 Ohio 39.8565  -84.7920
## 13237                 Utah 39.6299 -111.4368
## 13238                 Utah 41.3426 -111.8649
## 13239             New York 40.7937  -73.6612
## 13240           California 37.0775 -120.1937
## 13241              Arizona 35.3579 -112.1705
## 13242           New Mexico 36.7892 -108.0600
## 13243           California 40.6999 -122.2405
## 13244                 Iowa 41.6551  -91.5589
## 13245            Tennessee 36.2174  -88.6107
## 13246         Pennsylvania 39.8558  -76.7079
## 13247              Indiana 40.7667  -87.1391
## 13248           New Mexico 36.3421 -105.5923
## 13249            Minnesota 44.5424  -94.3598
## 13250                 Iowa 42.9876  -96.0094
## 13251             Virginia 37.1507  -82.4573
## 13252               Kansas 37.7818  -97.5363
## 13253              Indiana 40.5766  -86.1924
## 13254              Alabama 31.2572  -85.2896
## 13255           New Jersey 39.9539  -74.0806
## 13256                 Ohio 40.0506  -84.3462
## 13257            Louisiana 30.4813  -92.6976
## 13258           California 39.1655 -122.9052
## 13259                Idaho 43.6681 -116.0209
## 13260                 Iowa 43.2883  -93.2008
## 13261                Texas 30.2817  -97.2453
## 13262       North Carolina 35.7421  -79.6893
## 13263              Florida 29.6502  -81.5997
## 13264            Louisiana 32.5503  -92.5121
## 13265                 Utah 39.2218 -111.0230
## 13266               Kansas 37.5429  -94.7023
## 13267         Pennsylvania 40.1828  -76.0554
## 13268                Texas 32.9809  -97.2041
## 13269         North Dakota 47.6798  -99.1377
## 13270          Mississippi 34.9188  -89.8917
## 13271        Massachusetts 41.7396  -70.7346
## 13272              Alabama 31.6391  -86.7468
## 13273         Pennsylvania 41.1099  -76.8707
## 13274            Wisconsin 44.8909  -88.5440
## 13275         Pennsylvania 40.8291  -79.5452
## 13276             Missouri 38.9649  -93.4152
## 13277                 Ohio 40.3127  -83.9167
## 13278           Washington 48.2823 -122.3423
## 13279             Michigan 42.0599  -84.4309
## 13280             Illinois 40.6936  -89.8059
## 13281             Kentucky 38.2555  -85.6295
## 13282         Pennsylvania 40.1559  -75.8304
## 13283            Tennessee 35.4494  -85.0762
## 13284                Texas 31.9440  -94.2457
## 13285        Massachusetts 41.4551  -70.5657
## 13286         Pennsylvania 40.8773  -80.3702
## 13287                Texas 36.3376 -102.0760
## 13288             Michigan 43.5235  -84.6927
## 13289           California 38.1717 -120.3990
## 13290            Minnesota 46.8709  -96.5784
## 13291         Pennsylvania 40.1615  -79.0274
## 13292              Florida 28.0478  -81.6270
## 13293             Illinois 39.8892  -88.7346
## 13294            Minnesota 44.7908  -95.2048
## 13295            Wisconsin 42.7709  -88.5778
## 13296          Puerto Rico 18.3240  -67.2464
## 13297              Vermont 44.9083  -72.8026
## 13298            Minnesota 43.8902  -92.8471
## 13299         South Dakota 43.7147  -96.5028
## 13300           New Mexico 32.3804 -106.4791
## 13301              Indiana 39.6821  -87.4143
## 13302                 Iowa 42.7798  -92.6680
## 13303           New Mexico 35.5692 -108.5730
## 13304        West Virginia 39.4973  -78.7646
## 13305         Pennsylvania 40.2914  -79.4054
## 13306             Illinois 39.8429  -89.0608
## 13307         South Dakota 43.6592  -96.8094
## 13308           Washington 47.6492 -122.2191
## 13309           New Mexico 35.0835 -108.7975
## 13310        West Virginia 39.6750  -80.0678
## 13311           New Mexico 34.4790 -104.2332
## 13312                Texas 33.2291  -96.9985
## 13313                 Iowa 43.1814  -95.6554
## 13314        West Virginia 37.7356  -81.1500
## 13315         Pennsylvania 39.8248  -75.7819
## 13316             New York 41.7842  -73.6937
## 13317               Kansas 37.2851  -98.5812
## 13318               Alaska 61.3498 -150.0664
## 13319            Louisiana 31.6238  -91.8300
## 13320            Minnesota 47.6443  -91.9461
## 13321             Illinois 39.0016  -87.6125
## 13322             Maryland 38.2324  -76.5231
## 13323         Pennsylvania 41.8335  -75.8761
## 13324               Oregon 45.2054 -123.9536
## 13325                Texas 26.0338  -97.6337
## 13326         Pennsylvania 40.6216  -77.5707
## 13327              Indiana 37.9106  -86.7377
## 13328              Alabama 33.1186  -87.1253
## 13329              Wyoming 44.4048 -104.3626
## 13330                 Ohio 38.6713  -83.7704
## 13331             Missouri 38.3940  -93.3313
## 13332       North Carolina 36.1909  -81.2356
## 13333                Texas 31.4366 -106.1033
## 13334                 Ohio 41.4096  -83.4587
## 13335                 Iowa 40.6711  -94.7240
## 13336         Pennsylvania 40.7922  -76.2830
## 13337             Maryland 38.9021  -76.6973
## 13338               Oregon 43.4233 -123.2969
## 13339         Pennsylvania 41.5382  -75.7390
## 13340             Virginia 38.4132  -78.1880
## 13341             Colorado 37.2574 -105.9007
## 13342           California 34.1121 -117.9636
## 13343            Wisconsin 44.9970  -91.7264
## 13344                 Ohio 41.5026  -84.4182
## 13345             New York 41.6376  -73.5687
## 13346            Wisconsin 44.8498  -92.2442
## 13347                Texas 31.0250  -96.4876
## 13348       South Carolina 33.6512  -81.3625
## 13349         North Dakota 48.7939  -97.6226
## 13350                Texas 32.4351  -96.2240
## 13351            Wisconsin 42.9021  -88.2121
## 13352           California 37.3116 -121.9357
## 13353              Georgia 34.1646  -83.6827
## 13354          Puerto Rico 18.0135  -66.8688
## 13355              Wyoming 44.3804 -108.0466
## 13356                Idaho 42.5756 -111.7300
## 13357             Michigan 42.2511  -84.2073
## 13358           California 37.6196 -121.0084
## 13359           New Jersey 39.5015  -75.2190
## 13360           New Mexico 33.5393 -105.5983
## 13361             Illinois 39.8169  -91.2443
## 13362                 Ohio 41.2469  -80.8769
## 13363                Texas 29.2361  -97.9636
## 13364        West Virginia 39.2874  -80.9755
## 13365          Puerto Rico 18.0760  -66.5016
## 13366       South Carolina 33.8923  -80.4396
## 13367           California 37.6767 -122.4528
## 13368             Illinois 39.3215  -88.4502
## 13369            Wisconsin 44.8697  -88.6002
## 13370              Georgia 34.8496  -85.0393
## 13371             Arkansas 34.4429  -92.1844
## 13372       North Carolina 35.3992  -79.7832
## 13373           California 37.9139 -121.2831
## 13374       North Carolina 35.4792  -77.5902
## 13375             Illinois 39.8175  -89.6180
## 13376              Indiana 39.2373  -85.0931
## 13377         Pennsylvania 40.7844  -79.9341
## 13378        West Virginia 37.7240  -81.1267
## 13379        West Virginia 38.2336  -81.5385
## 13380         Pennsylvania 40.6340  -79.6171
## 13381          Puerto Rico 18.3389  -65.7111
## 13382       North Carolina 36.1589  -81.8677
## 13383             Missouri 38.5400  -90.3384
## 13384            Minnesota 45.0831  -94.3150
## 13385             New York 44.0198  -75.7076
## 13386             Oklahoma 34.1877  -96.9968
## 13387              Indiana 38.5029  -86.0152
## 13388                Idaho 43.5936 -111.9594
## 13389              Alabama 34.3793  -86.9086
## 13390             New York 40.5893  -73.7295
## 13391              Indiana 41.4893  -85.3610
## 13392        West Virginia 37.6927  -81.6324
## 13393              Indiana 40.1895  -85.1273
## 13394         Pennsylvania 39.8939  -79.7465
## 13395                Texas 31.7123  -97.2360
## 13396       South Carolina 33.3245  -80.4130
## 13397                 Ohio 41.0961  -81.7393
## 13398               Kansas 37.5703 -101.7447
## 13399              Indiana 41.1287  -84.8503
## 13400         Pennsylvania 41.0221  -80.3566
## 13401           New Jersey 40.9478  -74.1989
## 13402            Wisconsin 43.7419  -90.2704
## 13403          Connecticut 41.7498  -71.9138
## 13404            Wisconsin 44.8009  -90.0722
## 13405                Texas 30.7807  -98.4392
## 13406           California 37.5646 -121.1801
## 13407                 Iowa 41.4943  -94.1220
## 13408             New York 44.7177  -73.3980
## 13409           New Mexico 32.3940 -106.8177
## 13410             Michigan 43.9511  -86.2798
## 13411           California 34.7419 -120.2746
## 13412           New Mexico 35.8928 -106.0856
## 13413                Texas 32.9987  -94.6311
## 13414             Oklahoma 35.8009  -97.6771
## 13415                Texas 31.6492  -97.3048
## 13416            Tennessee 35.7999  -83.8685
## 13417             Nebraska 42.2665  -96.8632
## 13418             Arkansas 34.9776  -91.5067
## 13419             New York 41.6194  -73.8593
## 13420       North Carolina 35.0347  -78.7887
## 13421             Michigan 42.6643  -84.1797
## 13422             Illinois 42.2315  -88.1537
## 13423            Wisconsin 45.7813  -92.6836
## 13424              Alabama 34.8251  -87.2821
## 13425         South Dakota 44.2823  -96.6868
## 13426        New Hampshire 42.8707  -72.3225
## 13427                 Ohio 41.2440  -82.7018
## 13428                Texas 32.3291  -96.2142
## 13429          Mississippi 34.3550  -89.0222
## 13430           New Jersey 41.0594  -74.4308
## 13431            Louisiana 31.8639  -92.2913
## 13432             New York 40.6018  -73.6647
## 13433         Pennsylvania 41.1858  -77.3164
## 13434         South Dakota 44.5204  -98.9869
## 13435                Texas 29.2937 -100.4244
## 13436             Missouri 38.7174  -90.2648
## 13437         Pennsylvania 41.2525  -75.4795
## 13438               Kansas 38.8192  -95.6932
## 13439                 Iowa 41.5834  -92.5276
## 13440             Arkansas 33.3524  -93.2956
## 13441             Virginia 36.9908  -79.6318
## 13442             Oklahoma 35.7452  -98.7451
## 13443             New York 41.0289  -73.9333
## 13444             Virginia 37.9132  -78.8829
## 13445               Oregon 45.3409 -123.1846
## 13446                Texas 30.9185  -99.7837
## 13447             Illinois 42.1273  -89.5784
## 13448           New Jersey 40.8750  -74.4535
## 13449             Illinois 39.7787  -89.6838
## 13450           New Jersey 40.9616  -73.9198
## 13451       North Carolina 36.1535  -81.7737
## 13452               Hawaii 19.4960 -154.9453
## 13453       South Carolina 34.6433  -82.4588
## 13454             Michigan 43.1888  -85.9415
## 13455             Michigan 46.2858  -87.4425
## 13456         North Dakota 48.3947 -102.9431
## 13457       North Carolina 35.2086  -82.2379
## 13458             Virginia 36.7565  -77.8539
## 13459                 Ohio 41.2569  -83.0530
## 13460             Colorado 39.9303 -105.8029
## 13461            Minnesota 44.5283  -94.7231
## 13462             Michigan 43.2358  -83.9027
## 13463               Oregon 45.0739 -123.6211
## 13464              Indiana 40.3483  -85.1539
## 13465           Washington 47.3914 -119.4893
## 13466            Wisconsin 43.6560  -90.3365
## 13467             Oklahoma 35.4855  -96.8951
## 13468               Oregon 44.5477 -123.1109
## 13469         Pennsylvania 40.2962  -76.6234
## 13470           California 33.0735 -116.5889
## 13471             New York 43.0194  -73.8516
## 13472               Kansas 39.7714 -101.8015
## 13473             New York 42.5938  -76.0975
## 13474                 Ohio 41.6773  -84.5524
## 13475             Arkansas 35.0120  -92.8030
## 13476                Texas 26.3454  -97.7964
## 13477             New York 41.1288  -72.3419
## 13478       South Carolina 34.7244  -81.6844
## 13479              Alabama 33.1643  -86.4412
## 13480         Pennsylvania 41.8904  -80.3641
## 13481        West Virginia 38.2245  -80.0905
## 13482            Tennessee 36.5301  -85.8481
## 13483             Illinois 39.7078  -90.7276
## 13484             Illinois 42.4870  -88.1272
## 13485                Texas 30.1954  -95.1643
## 13486                Texas 28.1439  -96.9888
## 13487             Kentucky 38.3510  -85.1121
## 13488             Oklahoma 35.1711  -94.6690
## 13489            Louisiana 29.8246  -90.9525
## 13490              Florida 29.5015  -81.5936
## 13491              Alabama 34.4490  -85.9052
## 13492             Arkansas 34.7925  -92.1960
## 13493             Illinois 37.9790  -88.3279
## 13494              Indiana 38.4699  -85.9491
## 13495              Arizona 33.3569 -110.7719
## 13496             Illinois 41.5758  -87.6503
## 13497       North Carolina 35.5384  -82.8672
## 13498           California 38.9695 -121.3552
## 13499             Virginia 38.2314  -78.3756
## 13500         Pennsylvania 40.3868  -75.9398
## 13501              Indiana 40.4797  -85.6304
## 13502             New York 40.6302  -73.6670
## 13503             Arkansas 35.4268  -94.2358
## 13504             New York 43.1143  -77.5108
## 13505          Puerto Rico 18.3823  -67.1201
## 13506              Alabama 32.8002  -85.6536
## 13507             Missouri 37.0841  -94.4119
## 13508             Nebraska 41.9891  -96.9147
## 13509          Mississippi 33.6836  -88.3260
## 13510             Illinois 42.3372  -88.8696
## 13511             Kentucky 36.7238  -84.4731
## 13512         Pennsylvania 40.6665  -75.2041
## 13513                 Ohio 41.3115  -81.1429
## 13514                 Ohio 41.3061  -82.0114
## 13515                Idaho 43.3097 -113.9444
## 13516       North Carolina 35.6378  -80.1106
## 13517             Virginia 37.0676  -80.4405
## 13518            Minnesota 45.1998  -96.0225
## 13519             Michigan 46.8665  -89.3122
## 13520             Illinois 40.7293  -88.2974
## 13521             Arkansas 35.7076  -91.4434
## 13522                Texas 28.6504  -96.9022
## 13523            Minnesota 45.0985  -92.9672
## 13524       North Carolina 35.2902  -81.1449
## 13525             Oklahoma 36.4596  -95.5164
## 13526              Indiana 40.8285  -85.3406
## 13527            Wisconsin 43.0117  -89.8969
## 13528            Wisconsin 43.4321  -88.0477
## 13529                Texas 28.7966  -95.6465
## 13530             Colorado 37.1180 -107.6376
## 13531           New Mexico 34.7390 -106.7251
## 13532                 Ohio 41.2384  -80.5548
## 13533         Pennsylvania 41.0186  -76.8765
## 13534                Texas 31.4033  -94.7182
## 13535             Colorado 37.4050 -102.6189
## 13536             Virginia 38.8182  -78.7659
## 13537         Pennsylvania 40.8998  -75.3179
## 13538             Missouri 37.4162  -93.8432
## 13539                 Utah 41.7102 -111.9776
## 13540             Illinois 38.4344  -89.5480
## 13541             Arkansas 35.8931  -90.3443
## 13542           California 39.8025 -123.2499
## 13543            Wisconsin 43.5164  -88.4541
## 13544         North Dakota 47.9595 -102.1338
## 13545          Puerto Rico 18.0015  -66.8995
## 13546             New York 41.7418  -74.6753
## 13547         South Dakota 44.3871 -103.7207
## 13548              Vermont 44.5351  -72.0017
## 13549             Nebraska 41.0580  -96.6459
## 13550         South Dakota 43.2300  -99.4208
## 13551                Texas 28.4142  -96.7162
## 13552       North Carolina 35.4579  -79.0547
## 13553         Pennsylvania 40.7509  -79.8150
## 13554             Missouri 40.4109  -95.5332
## 13555         Rhode Island 41.3944  -71.7541
## 13556               Alaska 63.3290 -143.0379
## 13557           California 35.0516 -119.4058
## 13558             Illinois 42.1932  -87.8695
## 13559              Arizona 35.5315 -113.4319
## 13560            Minnesota 43.8691  -95.6023
## 13561             Illinois 41.6118  -87.6308
## 13562         Pennsylvania 41.2228  -77.0380
## 13563             Illinois 39.3381  -87.8814
## 13564                Texas 32.5860  -95.1127
## 13565             Illinois 40.4256  -90.7922
## 13566             Virginia 36.6870  -83.1153
## 13567            Wisconsin 45.9699  -91.3662
## 13568             Illinois 42.4948  -89.9913
## 13569          Connecticut 41.7614  -72.1945
## 13570             New York 42.4912  -78.4796
## 13571         Pennsylvania 40.2777  -76.9196
## 13572             Illinois 42.1008  -88.7619
## 13573             Kentucky 38.5495  -82.7788
## 13574               Oregon 45.8884 -123.9603
## 13575            Wisconsin 42.5386  -88.2943
## 13576           California 37.9633 -121.6511
## 13577              Florida 27.8342  -81.5281
## 13578         Pennsylvania 40.4325  -75.4056
## 13579              Florida 28.5605  -81.0201
## 13580             Virginia 36.9492  -79.3647
## 13581         Pennsylvania 40.6969  -80.0141
## 13582                 Ohio 39.4063  -83.1836
## 13583       North Carolina 35.7106  -81.9180
## 13584          Connecticut 41.1730  -73.4166
## 13585             Oklahoma 35.5023  -94.9695
## 13586         Pennsylvania 39.7243  -77.5151
## 13587              Alabama 33.4328  -86.6071
## 13588         Pennsylvania 39.9163  -76.5840
## 13589             New York 41.9809  -74.2130
## 13590                 Ohio 39.0071  -83.8020
## 13591                Texas 35.1075 -101.3629
## 13592              Arizona 33.0539 -109.3310
## 13593               Oregon 45.8133 -118.4926
## 13594           California 40.1417 -120.1397
## 13595            Minnesota 45.4547  -94.5135
## 13596             Kentucky 37.4937  -86.2259
## 13597        West Virginia 38.3961  -82.5535
## 13598          Puerto Rico 18.2301  -66.0043
## 13599           California 37.4912 -119.9722
## 13600             Nebraska 41.2431  -96.3959
## 13601                 Iowa 42.8083  -92.2578
## 13602             New York 42.3034  -73.8086
## 13603            Wisconsin 44.3328  -91.4172
## 13604                Texas 30.4148  -97.0094
## 13605                Texas 30.0574  -97.6851
## 13606              Georgia 33.6187  -84.8605
## 13607               Kansas 38.4540  -99.9047
## 13608          Mississippi 33.1163  -90.0498
## 13609                 Iowa 42.8475  -94.8480
## 13610              Indiana 40.7589  -87.0420
## 13611             Illinois 40.5848  -90.9695
## 13612       North Carolina 35.8044  -77.8561
## 13613                 Ohio 40.0164  -81.0727
## 13614         Pennsylvania 40.5848  -79.5647
## 13615             Michigan 42.1170  -85.6337
## 13616           New Jersey 40.8660  -74.1984
## 13617             New York 40.7932  -73.7222
## 13618             Kentucky 38.3144  -85.5264
## 13619              Alabama 33.9370  -86.2004
## 13620             New York 42.5942  -76.2258
## 13621        West Virginia 38.4782  -80.4082
## 13622           New Jersey 39.4675  -75.2408
## 13623          Puerto Rico 18.3620  -65.8414
## 13624             Illinois 41.8072  -87.7798
## 13625           California 40.9385 -123.6412
## 13626             Illinois 40.6278  -87.6963
## 13627        West Virginia 38.4859  -81.3503
## 13628       South Carolina 33.6003  -81.9439
## 13629              Arizona 35.3606 -110.3155
## 13630              Montana 48.2863 -114.2369
## 13631             Arkansas 36.2773  -92.5935
## 13632           California 38.0660 -120.2737
## 13633            Wisconsin 42.6485  -88.3599
## 13634           New Jersey 39.4054  -74.8333
## 13635                Texas 31.6582  -97.4715
## 13636             Michigan 44.4114  -85.4010
## 13637             Michigan 43.2503  -83.7911
## 13638             Illinois 39.3444  -90.2080
## 13639             Delaware 39.7668  -75.4982
## 13640              Alabama 33.7323  -87.2802
## 13641           Washington 47.8816 -120.1620
## 13642             Oklahoma 35.2412  -96.2385
## 13643           New Jersey 40.4037  -74.5130
## 13644             New York 42.8457  -76.6909
## 13645            Minnesota 44.5625  -95.9827
## 13646             Arkansas 36.2365  -91.6067
## 13647         Pennsylvania 41.1747  -74.9555
## 13648             Oklahoma 35.4015  -97.9047
## 13649            Wisconsin 43.1521  -88.1605
## 13650                Texas 32.1602  -95.4380
## 13651              Alabama 33.9964  -86.5671
## 13652             Virginia 37.7102  -75.7434
## 13653             New York 41.6191  -73.7944
## 13654             Kentucky 38.5578  -82.8191
## 13655                Texas 28.0410  -99.3546
## 13656             Michigan 42.8510  -83.4427
## 13657               Kansas 39.3558 -100.4397
## 13658        West Virginia 39.3241  -77.7517
## 13659            Louisiana 32.5422  -93.2947
## 13660             Michigan 42.4443  -85.0187
## 13661                 Ohio 39.2909  -84.6301
## 13662              Georgia 31.2406  -82.3411
## 13663            Louisiana 30.0362  -90.5460
## 13664              Florida 27.3199  -82.2777
## 13665       South Carolina 33.9768  -81.0349
## 13666            Tennessee 36.2021  -89.0155
## 13667              Florida 28.4716  -82.4349
## 13668               Oregon 44.1676 -120.7889
## 13669         South Dakota 43.2687 -102.3353
## 13670                 Ohio 38.9436  -83.6540
## 13671             New York 41.7395  -73.5733
## 13672         Pennsylvania 41.1271  -77.4703
## 13673            Wisconsin 44.4613  -88.9204
## 13674         Pennsylvania 41.2970  -75.8165
## 13675             Illinois 38.2501  -89.7746
## 13676       North Carolina 34.6974  -76.8205
## 13677             Michigan 43.7014  -84.9745
## 13678             Missouri 38.4595  -93.2025
## 13679           New Jersey 39.3628  -75.1351
## 13680             Arkansas 34.6707  -92.2465
## 13681           New Jersey 40.1985  -74.1702
## 13682             Illinois 41.3810  -89.2147
## 13683            Minnesota 43.6726  -92.0828
## 13684           New Jersey 39.5919  -75.1740
## 13685              Indiana 38.0938  -87.5793
## 13686            Wisconsin 43.0071  -89.0214
## 13687               Kansas 38.5318  -99.3095
## 13688             Colorado 37.2126 -108.7265
## 13689         Pennsylvania 41.0075  -78.4686
## 13690                Texas 33.2960  -97.7986
## 13691              Georgia 33.8831  -83.1551
## 13692            Wisconsin 43.8377  -88.3466
## 13693             Illinois 40.9348  -87.9343
## 13694            Minnesota 44.1685  -93.2472
## 13695             Illinois 41.2417  -88.4231
## 13696             Missouri 38.6941  -90.2934
## 13697             Maryland 39.6272  -78.8050
## 13698             Colorado 38.8256 -104.3829
## 13699             New York 41.7165  -73.8605
## 13700            Tennessee 36.3194  -87.7631
## 13701          Mississippi 32.8913  -89.9696
## 13702             Michigan 41.8396  -84.7478
## 13703             Virginia 36.9609  -78.1284
## 13704             Oklahoma 36.1759  -94.5978
## 13705              Vermont 44.1646  -72.5038
## 13706           New Mexico 35.7159 -106.0582
## 13707           New Jersey 41.2396  -74.4833
## 13708            Wisconsin 44.7366  -90.4956
## 13709             Illinois 40.0383  -91.0664
## 13710           California 38.0052 -122.6384
## 13711              Georgia 32.2934  -84.0625
## 13712           California 37.3182 -122.2651
## 13713          Mississippi 33.2367  -88.5781
## 13714             Michigan 42.4483  -84.1757
## 13715             Illinois 41.9516  -88.4743
## 13716           New Jersey 40.4020  -74.0387
## 13717             Oklahoma 34.6550  -98.9535
## 13718            Tennessee 36.5737  -85.1342
## 13719          Connecticut 42.0152  -72.8440
## 13720         Pennsylvania 40.1635  -79.0610
## 13721                Idaho 43.6838 -114.3339
## 13722             Illinois 42.1055  -89.1791
## 13723              Florida 28.3363  -82.2588
## 13724         Pennsylvania 40.3814  -80.3926
## 13725             New York 43.1451  -78.8777
## 13726              Alabama 34.9847  -86.8373
## 13727             Nebraska 40.1036  -99.3657
## 13728                Texas 32.1271  -99.1658
## 13729             Illinois 40.7710  -87.5657
## 13730         Pennsylvania 40.8015  -80.1250
## 13731              Arizona 35.2939 -111.9770
## 13732             Arkansas 33.6084  -92.7443
## 13733       North Carolina 34.7384  -76.8303
## 13734       South Carolina 34.6942  -80.8197
## 13735                Idaho 43.5466 -116.8094
## 13736            Wisconsin 42.8524  -89.3723
## 13737             New York 42.1052  -79.2777
## 13738              Georgia 30.8603  -82.0214
## 13739         Pennsylvania 40.2226  -76.2863
## 13740              Indiana 40.3458  -86.6672
## 13741         Pennsylvania 40.4643  -78.0670
## 13742             Arkansas 36.1271  -90.5085
## 13743              Arizona 31.6111 -111.0586
## 13744              Alabama 32.6387  -86.0387
## 13745             Missouri 37.0082  -91.0113
## 13746              Wyoming 41.1802 -104.0748
## 13747              Florida 29.9480  -85.4156
## 13748                Texas 33.1507  -94.1524
## 13749             Missouri 38.7656  -90.3103
## 13750           Washington 45.7838 -122.6470
## 13751             Colorado 38.7990 -107.7133
## 13752              Arizona 33.1154 -111.9081
## 13753                 Ohio 39.3418  -83.5520
## 13754             Maryland 39.0224  -76.5904
## 13755             Oklahoma 36.2649  -99.8774
## 13756            Wisconsin 45.0521  -92.1658
## 13757             Missouri 37.0855  -89.6534
## 13758              Georgia 34.4649  -83.5727
## 13759              Indiana 40.5687  -85.7670
## 13760             Missouri 40.0242  -92.4914
## 13761         Pennsylvania 40.3952  -77.0277
## 13762           California 41.8663 -124.1526
## 13763       North Carolina 36.4966  -80.6347
## 13764            Tennessee 35.6123  -87.8429
## 13765             Nebraska 41.7572 -103.3230
## 13766             New York 42.0738  -78.3714
## 13767       North Carolina 35.7912  -77.6378
## 13768          Connecticut 41.6139  -72.0865
## 13769                 Iowa 42.8574  -91.4028
## 13770             Oklahoma 34.7952  -96.9603
## 13771          Mississippi 32.2045  -89.9671
## 13772              Wyoming 42.8020 -110.9405
## 13773              Indiana 38.2718  -87.6919
## 13774           California 33.6782 -117.5939
## 13775                Texas 33.3686  -96.0720
## 13776         Pennsylvania 40.0915  -76.6581
## 13777                Texas 32.0105 -102.3587
## 13778         Pennsylvania 41.1484  -77.4201
## 13779             Maryland 38.8379  -76.5514
## 13780             Maryland 39.5443  -77.1012
## 13781             Nebraska 40.2843 -100.1653
## 13782            Minnesota 47.8837  -96.2727
## 13783             Nebraska 40.7201  -99.3755
## 13784                 Ohio 39.3586  -84.2504
## 13785               Kansas 39.0732  -95.3866
## 13786              Alabama 34.3579  -86.0037
## 13787         South Dakota 44.0527  -99.4079
## 13788                Texas 28.2626  -97.6854
## 13789                 Iowa 42.0470  -91.4542
## 13790         Pennsylvania 40.6781  -75.2357
## 13791                 Ohio 39.2365  -84.5228
## 13792        West Virginia 40.0139  -80.7328
## 13793           California 39.0053 -120.8314
## 13794             Oklahoma 35.9936  -95.2868
## 13795         Pennsylvania 41.9616  -75.7471
## 13796             New York 40.8069  -73.6996
## 13797             Missouri 37.1102  -92.5804
## 13798           Washington 47.6346 -121.9664
## 13799              Georgia 30.8441  -83.3085
## 13800               Hawaii 19.4413 -155.1841
## 13801           New Mexico 35.0361 -107.6162
## 13802         South Dakota 43.7603  -96.7371
## 13803          Puerto Rico 18.3906  -66.2178
## 13804                 Iowa 41.4828  -95.3373
## 13805              Georgia 32.1469  -82.7798
## 13806            Wisconsin 44.4742  -88.4506
## 13807                 Iowa 41.8747  -94.6785
## 13808              Florida 25.2574  -80.3242
## 13809                 Ohio 39.2892  -84.3472
## 13810            Louisiana 30.7646  -90.5114
## 13811          Puerto Rico 18.0648  -66.6021
## 13812             Maryland 38.2647  -76.8496
## 13813             Kentucky 36.6503  -87.1735
## 13814                Texas 33.4471  -99.6240
## 13815            Wisconsin 42.5733  -90.2348
## 13816         Pennsylvania 40.1150  -79.8388
## 13817                 Ohio 38.8797  -82.3791
## 13818       South Carolina 33.4288  -81.8905
## 13819               Alaska 64.0603 -145.7058
## 13820           New Jersey 39.6646  -74.1711
## 13821          Mississippi 32.3974  -88.7830
## 13822             New York 40.7970  -73.7225
## 13823              Georgia 32.1536  -81.9304
## 13824              Georgia 31.6711  -83.6352
## 13825              Arizona 36.1125 -111.2212
## 13826              Indiana 41.2166  -86.4243
## 13827              Georgia 31.3389  -83.5950
## 13828                 Ohio 41.2539  -81.5090
## 13829             Virginia 38.4464  -78.9228
## 13830                Idaho 43.7758 -116.2571
## 13831             Illinois 39.7261  -89.9143
## 13832             Colorado 38.9433 -105.0023
## 13833       North Carolina 35.3104  -82.4412
## 13834        West Virginia 39.3530  -77.8375
## 13835             New York 42.8536  -74.9862
## 13836              Indiana 38.3513  -85.9372
## 13837             Colorado 39.7381 -104.6732
## 13838             Oklahoma 36.2909  -95.1528
## 13839             New York 40.9324  -73.3955
## 13840             Illinois 41.4168  -90.0087
## 13841             Maryland 39.2267  -77.3101
## 13842          Mississippi 31.9558  -90.9834
## 13843             Oklahoma 34.8657  -96.6678
## 13844            Louisiana 29.9521  -92.1540
## 13845             Michigan 42.0261  -85.8131
## 13846              Alabama 34.0804  -86.4228
## 13847            Minnesota 45.8059  -96.4980
## 13848           California 37.0510 -122.0533
## 13849       South Carolina 34.3071  -82.6636
## 13850             Missouri 38.5942  -92.3312
## 13851           New Jersey 40.7386  -74.4460
## 13852                 Ohio 39.3255  -83.6941
## 13853            Minnesota 43.7645  -94.1702
## 13854             Illinois 41.5999  -88.0343
## 13855              Arizona 33.1291 -110.1162
## 13856          Puerto Rico 18.4525  -66.9559
## 13857               Hawaii 20.2263 -155.8389
## 13858             Kentucky 38.2986  -85.6009
## 13859             Virginia 36.5781  -79.8583
## 13860         South Dakota 45.9383 -102.1598
## 13861               Oregon 45.3525 -117.2304
## 13862              Alabama 33.6372  -86.9002
## 13863            Wisconsin 43.7098  -88.9907
## 13864         Pennsylvania 40.5884  -76.5530
## 13865             Illinois 41.0493  -88.1006
## 13866              Florida 28.7107  -81.1801
## 13867                 Ohio 40.3598  -81.4289
## 13868           New Jersey 39.4433  -74.8668
## 13869          Puerto Rico 18.4626  -67.0323
## 13870               Kansas 37.2851  -98.0276
## 13871             Illinois 41.4372  -90.7165
## 13872             Illinois 42.3227  -88.3633
## 13873       North Carolina 34.7002  -76.5612
## 13874               Kansas 38.1683  -97.1043
## 13875             Illinois 39.9320  -89.0628
## 13876                Texas 30.3460  -96.5311
## 13877                Idaho 43.2195 -112.4378
## 13878            Wisconsin 44.8897  -88.3063
## 13879             Illinois 38.3064  -90.2979
## 13880         Pennsylvania 40.4007  -79.8863
## 13881       North Carolina 36.2469  -81.1142
## 13882              Florida 30.5929  -84.6876
## 13883               Alaska 63.0305 -163.5530
## 13884            Louisiana 30.9806  -91.8143
## 13885        West Virginia 40.6175  -80.5997
## 13886              Georgia 32.0047  -81.0317
## 13887               Oregon 44.7777 -122.6098
## 13888                Texas 33.8090  -95.5050
## 13889         Pennsylvania 40.2915  -78.4514
## 13890             Illinois 37.7157  -88.1866
## 13891              Indiana 40.4187  -86.2728
## 13892             Arkansas 35.1998  -92.4503
## 13893             Illinois 40.7437  -88.8809
## 13894             Illinois 39.5868  -89.4166
## 13895             Arkansas 36.3911  -92.4732
## 13896               Kansas 38.0000  -98.7611
## 13897             Missouri 38.4809  -94.3510
## 13898              Indiana 40.8143  -86.1113
## 13899              Florida 27.8128  -82.8096
## 13900       North Carolina 35.6816  -80.4228
## 13901                Idaho 46.2269 -116.0283
## 13902            Wisconsin 43.8851  -89.4926
## 13903          Connecticut 42.0347  -73.3322
## 13904             Maryland 39.5328  -77.3097
## 13905             Illinois 42.1750  -89.0569
## 13906        West Virginia 37.7117  -81.2525
## 13907             Michigan 41.9213  -85.5259
## 13908             Illinois 41.5571  -89.5912
## 13909       North Carolina 34.9103  -79.8119
## 13910             Michigan 41.7985  -86.6139
## 13911            Louisiana 29.9809  -90.3832
## 13912            Wisconsin 45.0427  -92.0384
## 13913            Minnesota 45.6116  -95.5322
## 13914         Pennsylvania 40.3914  -80.0923
## 13915           Washington 47.9918 -122.0517
## 13916             Arkansas 35.7597  -90.3222
## 13917                 Utah 39.5270 -111.5830
## 13918              Georgia 33.8030  -85.1804
## 13919         Pennsylvania 41.5945  -75.4813
## 13920             Arkansas 34.7003  -92.5794
## 13921             Kentucky 38.7723  -84.0003
## 13922         Pennsylvania 40.1702  -77.4016
## 13923         Pennsylvania 40.0771  -74.9517
## 13924               Kansas 37.2642 -100.5898
## 13925               Alaska 55.0858 -162.2978
## 13926           Washington 47.2982 -122.5103
## 13927             Virginia 36.8782  -82.2879
## 13928             Missouri 38.3992  -91.3305
## 13929        West Virginia 37.7302  -81.8243
## 13930            Wisconsin 44.6784  -91.1204
## 13931         Pennsylvania 40.7802  -80.3387
## 13932         Pennsylvania 40.0081  -75.3065
## 13933              Georgia 32.9092  -83.2983
## 13934        West Virginia 37.9678  -80.7718
## 13935             Michigan 42.9456  -83.1240
## 13936             Kentucky 38.8122  -84.6649
## 13937            Tennessee 36.1038  -84.5859
## 13938            Tennessee 35.0031  -86.8548
## 13939             Michigan 43.8809  -84.4883
## 13940              Florida 28.3395  -82.2786
## 13941              Indiana 39.3085  -86.1227
## 13942                Texas 32.3159  -94.5189
## 13943         Pennsylvania 41.5602  -75.7823
## 13944            Wisconsin 43.1131  -89.3718
## 13945                 Ohio 40.9196  -80.9964
## 13946                Texas 33.6418  -97.2186
## 13947                Idaho 46.5516 -116.9284
## 13948              Georgia 31.4076  -83.3290
## 13949       North Carolina 35.3494  -82.4825
## 13950                 Ohio 41.6160  -83.3743
## 13951              Alabama 33.2193  -87.1490
## 13952             Michigan 43.3761  -86.2563
## 13953              Georgia 32.7196  -84.0104
## 13954             Arkansas 34.5563  -90.9153
## 13955                 Iowa 41.3475  -91.1288
## 13956         Pennsylvania 40.5086  -78.6349
## 13957             Michigan 45.8030  -87.9958
## 13958                Texas 32.2351  -97.3745
## 13959                Texas 27.5969  -98.4137
## 13960          Puerto Rico 18.4439  -66.2547
## 13961             Michigan 43.1248  -86.1561
## 13962               Hawaii 21.5485 -157.8534
## 13963             Oklahoma 33.8579  -96.5059
## 13964           New Jersey 40.9610  -74.4970
## 13965           Washington 47.0843 -122.1226
## 13966             Michigan 43.2202  -85.7539
## 13967                Texas 30.7180  -97.4411
## 13968            Louisiana 29.9440  -90.2967
## 13969              Florida 29.0078  -81.3113
## 13970             Arkansas 35.8245  -91.1294
## 13971             Arkansas 35.0635  -94.2373
## 13972              Indiana 39.9167  -86.7989
## 13973         North Dakota 48.4872  -99.2026
## 13974               Alaska 61.7428 -148.8548
## 13975           California 37.1057 -122.1106
## 13976             Michigan 42.0413  -84.7578
## 13977             Oklahoma 36.2842  -97.9005
## 13978            Tennessee 36.2349  -88.8252
## 13979                Texas 33.7322 -101.8435
## 13980             Illinois 39.6443  -88.7411
## 13981          Puerto Rico 18.3759  -65.7460
## 13982         North Dakota 48.8108  -99.8273
## 13983       North Carolina 35.5148  -77.1017
## 13984            Minnesota 43.8753  -96.1305
## 13985        West Virginia 39.2422  -81.6679
## 13986                Maine 44.9137  -67.0183
## 13987         Pennsylvania 40.6369  -80.0809
## 13988            Wisconsin 43.8937  -90.9934
## 13989             Colorado 40.9849 -102.2627
## 13990             New York 41.5761  -74.4856
## 13991              Florida 28.7924  -81.2314
## 13992         Pennsylvania 40.7078  -77.3107
## 13993             Illinois 40.7153  -88.0108
## 13994              Arizona 31.9676 -110.4368
## 13995                 Utah 40.6437 -111.4014
## 13996        West Virginia 39.4953  -79.8168
## 13997             Delaware 39.7135  -75.6046
## 13998                Idaho 48.3092 -116.5390
## 13999         Pennsylvania 40.2494  -80.2110
## 14000                 Ohio 40.4540  -83.1847
## 14001         Pennsylvania 40.5938  -79.5563
## 14002         Pennsylvania 39.7509  -76.0258
## 14003              Indiana 40.9735  -84.8675
## 14004             Virginia 37.1940  -81.3999
## 14005                Texas 32.0877  -95.4664
## 14006             Missouri 36.7388  -94.4091
## 14007           New Jersey 39.2777  -74.6333
## 14008         Pennsylvania 40.0449  -79.0028
## 14009           California 38.2442 -120.9538
## 14010       North Carolina 36.2763  -81.7829
## 14011                Idaho 42.8164 -114.8974
## 14012          Puerto Rico 17.9857  -66.9170
## 14013                 Ohio 40.9284  -81.6304
## 14014           New Jersey 40.6745  -74.6592
## 14015         Pennsylvania 40.7853  -76.5366
## 14016         Pennsylvania 40.2964  -78.7594
## 14017       North Carolina 35.0154  -79.3513
## 14018         South Dakota 43.7229  -97.3893
## 14019           California 40.3791 -120.5840
## 14020              Indiana 39.9474  -87.4644
## 14021              Florida 29.3364  -81.5066
## 14022             Illinois 38.5552  -89.5412
## 14023        West Virginia 38.9379  -80.8340
## 14024       North Carolina 34.4441  -77.8909
## 14025              Arizona 32.6853 -110.7292
## 14026           New Jersey 40.6791  -74.2314
## 14027                Texas 31.8392 -100.9860
## 14028          Puerto Rico 18.2726  -65.8788
## 14029              Montana 48.0858 -114.6711
## 14030             Arkansas 34.5509  -93.6309
## 14031                 Ohio 40.0690  -80.7810
## 14032               Kansas 38.1384  -97.7704
## 14033                Texas 32.5299  -97.6154
## 14034          Connecticut 42.0107  -71.9370
## 14035            Tennessee 35.9195  -87.3450
## 14036        New Hampshire 43.2232  -71.7129
## 14037        West Virginia 39.4197  -80.2833
## 14038                 Iowa 40.6063  -95.6546
## 14039               Alaska 59.4566 -135.2927
## 14040         Pennsylvania 40.7633  -79.5217
## 14041                 Utah 39.1274 -111.8184
## 14042            Minnesota 45.2331  -94.9401
## 14043              Indiana 39.2525  -87.3807
## 14044                Idaho 46.0510 -116.3498
## 14045            Tennessee 36.3149  -85.5322
## 14046         Pennsylvania 40.6304  -76.1939
## 14047                 Ohio 39.9671  -84.7082
## 14048                 Ohio 41.6727  -84.3284
## 14049         South Dakota 43.3063 -100.6610
## 14050             Illinois 39.8886  -90.0078
## 14051             New York 43.1031  -77.5193
## 14052                Texas 30.5374  -95.4822
## 14053              Georgia 30.7920  -83.7899
## 14054                 Ohio 41.2530  -82.4028
## 14055           New Mexico 35.0026 -107.3122
## 14056             Virginia 36.6758  -79.7981
## 14057             Oklahoma 36.5699  -96.7080
## 14058       North Carolina 35.9489  -79.3210
## 14059               Oregon 45.3547 -119.5560
## 14060             Arkansas 35.6478  -91.2620
## 14061              Indiana 41.1993  -85.7033
## 14062       North Carolina 35.6535  -80.2702
## 14063            Tennessee 35.3665  -84.2982
## 14064             Illinois 41.5368  -88.5803
## 14065             Michigan 47.1272  -88.5091
## 14066            Minnesota 45.8302  -94.2931
## 14067                 Iowa 41.2270  -93.2416
## 14068           New Mexico 32.4489 -104.2225
## 14069            Wisconsin 44.3083  -91.2426
## 14070         South Dakota 43.1749 -101.7323
## 14071             Oklahoma 35.9635  -94.9979
## 14072              Wyoming 44.9075 -107.1674
## 14073                Texas 32.4522  -99.8665
## 14074           Washington 48.3619 -120.1171
## 14075              Alabama 34.1162  -86.3902
## 14076         Pennsylvania 40.3627  -75.9565
## 14077           Washington 48.9882 -123.0577
## 14078          Mississippi 31.3495  -88.9407
## 14079              Alabama 31.3785  -85.9228
## 14080         South Dakota 42.9899  -97.8642
## 14081         Pennsylvania 40.5488  -77.6751
## 14082           California 37.7407 -119.5779
## 14083         Pennsylvania 41.2556  -76.9771
## 14084            Wisconsin 44.5091  -89.1249
## 14085           California 37.6337 -120.9720
## 14086              Alabama 34.8607  -87.5268
## 14087         Pennsylvania 40.2189  -79.4891
## 14088        West Virginia 38.1356  -81.1038
## 14089         Pennsylvania 39.9303  -77.2462
## 14090           New Mexico 35.5699 -108.7641
## 14091                 Ohio 40.1191  -82.1177
## 14092                 Ohio 41.8669  -80.8791
## 14093              Indiana 41.2094  -84.9681
## 14094             Illinois 41.7668  -88.5265
## 14095             New York 42.9728  -74.1545
## 14096              Florida 28.9390  -81.4308
## 14097             New York 44.6837  -73.5037
## 14098            Tennessee 36.0349  -88.2466
## 14099             Virginia 37.0156  -81.9686
## 14100            Minnesota 44.3994  -92.6255
## 14101             Michigan 41.7965  -86.0836
## 14102             Missouri 38.8234  -94.3612
## 14103                 Ohio 40.4076  -84.4792
## 14104                 Iowa 43.4468  -95.3261
## 14105              Florida 30.4667  -83.6352
## 14106             Oklahoma 36.8374  -99.6465
## 14107            Minnesota 46.5198  -95.3732
## 14108          Puerto Rico 17.9559  -66.2265
## 14109           California 38.6358 -120.5354
## 14110         Pennsylvania 40.8125  -79.5312
## 14111             Kentucky 36.8772  -86.4165
## 14112                 Ohio 41.2493  -84.1292
## 14113             Michigan 42.0061  -84.1893
## 14114           California 37.8097 -120.7115
## 14115           New Jersey 39.4805  -74.9158
## 14116         Pennsylvania 41.4108  -79.7048
## 14117                Texas 30.9791  -96.6716
## 14118       South Carolina 34.2121  -81.5329
## 14119             Michigan 44.3276  -83.6711
## 14120                Texas 30.2903  -99.2459
## 14121               Kansas 37.7916  -97.6276
## 14122             Oklahoma 34.7788  -97.9572
## 14123                 Ohio 39.3966  -81.2247
## 14124             Arkansas 33.1488  -92.0221
## 14125          Mississippi 34.6881  -90.3809
## 14126          Puerto Rico 18.4328  -66.4409
## 14127         Pennsylvania 39.9473  -75.9754
## 14128           California 36.8103 -121.7212
## 14129            Tennessee 36.2647  -89.1948
## 14130            Louisiana 30.0303  -90.6569
## 14131           Washington 47.3550 -122.7773
## 14132             Virginia 38.2942  -77.3266
## 14133                Texas 33.6586  -97.3874
## 14134               Oregon 45.2227 -122.8389
## 14135             Michigan 43.5541  -85.7720
## 14136                 Utah 40.4668 -111.4096
## 14137              Georgia 31.2065  -81.9814
## 14138            Tennessee 36.4877  -82.5912
## 14139        West Virginia 38.2301  -82.4415
## 14140              Montana 46.8767 -113.8869
## 14141             Michigan 47.1939  -88.4054
## 14142              Alabama 34.6645  -86.6530
## 14143              Indiana 41.6230  -87.1932
## 14144            Minnesota 46.1530  -95.3290
## 14145             Kentucky 36.6663  -88.9938
## 14146           California 33.6262 -116.1309
## 14147             Delaware 39.5606  -75.6514
## 14148                Idaho 42.9504 -115.3067
## 14149                 Iowa 42.2023  -91.5247
## 14150            Tennessee 35.6820  -89.5770
## 14151            Tennessee 36.1249  -88.9920
## 14152             New York 42.2932  -73.7530
## 14153             Illinois 41.0230  -87.7179
## 14154             Missouri 40.2166  -94.5381
## 14155              Alabama 31.7085  -85.6109
## 14156             Arkansas 36.2289  -92.6860
## 14157                Idaho 48.3118 -116.5172
## 14158         Pennsylvania 40.8525  -78.2699
## 14159                 Iowa 42.4641  -92.6255
## 14160                 Ohio 40.4875  -83.9266
## 14161           Washington 48.0337 -122.4084
## 14162               Kansas 39.2990  -96.8277
## 14163         North Dakota 47.7752  -97.1054
## 14164             Nebraska 42.1108  -96.7113
## 14165            Wisconsin 43.1872  -90.4333
## 14166             Missouri 38.0458  -93.6972
## 14167        West Virginia 37.8156  -81.1491
## 14168        West Virginia 38.2875  -81.8330
## 14169               Alaska 62.1281 -149.8593
## 14170               Oregon 45.4960 -118.8333
## 14171           Washington 46.5575 -122.2815
## 14172            Minnesota 45.2974  -94.9478
## 14173                 Ohio 39.2170  -84.7095
## 14174         North Dakota 48.8532  -99.6143
## 14175                 Ohio 40.0521  -82.5415
## 14176                Texas 32.6215  -97.8160
## 14177             Arkansas 34.4492  -92.8376
## 14178             Oklahoma 36.7513  -94.8472
## 14179                 Ohio 40.2701  -80.6318
## 14180         Pennsylvania 39.7354  -79.9008
## 14181             Oklahoma 36.7053  -99.8968
## 14182             Missouri 37.7952  -93.5766
## 14183            Wisconsin 45.5718  -92.4666
## 14184             Virginia 38.1027  -78.8495
## 14185            Minnesota 47.4005  -93.0828
## 14186            Wisconsin 43.8322  -88.0147
## 14187              Indiana 39.2772  -87.1128
## 14188            Tennessee 36.5640  -84.4455
## 14189          Connecticut 41.2215  -73.2442
## 14190           California 39.6314 -121.4052
## 14191       North Carolina 35.4976  -77.0550
## 14192            Louisiana 30.5623  -91.5501
## 14193             Michigan 43.7588  -84.5869
## 14194             Missouri 36.9465  -94.0032
## 14195             New York 43.2553  -76.2294
## 14196                Texas 32.2687  -94.9296
## 14197               Hawaii 19.6233 -155.0483
## 14198               Kansas 39.8101 -101.0418
## 14199                 Iowa 41.1484  -91.6575
## 14200              Georgia 33.0322  -84.7163
## 14201             Michigan 43.2115  -82.9880
## 14202             Michigan 41.8993  -83.7136
## 14203             Illinois 38.7868  -89.7789
## 14204       North Carolina 35.7757  -81.3669
## 14205             Arkansas 36.2657  -91.5186
## 14206       South Carolina 34.8082  -82.8154
## 14207             Illinois 39.2728  -88.2419
## 14208         Pennsylvania 40.6684  -79.0134
## 14209              Alabama 33.4977  -86.5421
## 14210         South Dakota 44.0390 -103.1116
## 14211               Oregon 42.2314 -123.0403
## 14212       North Carolina 36.2266  -76.7021
## 14213         Pennsylvania 41.0407  -76.4175
## 14214         South Dakota 45.4435  -99.0300
## 14215             New York 41.4073  -73.6286
## 14216             Illinois 39.5707  -89.6547
## 14217            Louisiana 32.8276  -92.6584
## 14218              Georgia 34.8282  -84.7655
## 14219              Georgia 31.0732  -81.4206
## 14220                Texas 33.1883 -102.8214
## 14221              Florida 26.6276  -80.1153
## 14222             Kentucky 38.2857  -85.6363
## 14223            Wisconsin 45.6548  -92.4646
## 14224           California 37.9177 -122.7095
## 14225          Mississippi 33.7805  -90.7232
## 14226              Alabama 33.5586  -88.0817
## 14227                Texas 33.0463  -96.3811
## 14228          Puerto Rico 18.1610  -65.9993
## 14229           Washington 48.2829 -121.7136
## 14230            Louisiana 31.8980  -93.1158
## 14231           California 40.7341 -123.0618
## 14232                 Ohio 41.0282  -81.9314
## 14233                 Iowa 41.8523  -95.6009
## 14234               Kansas 39.1915  -96.4185
## 14235                 Ohio 40.6207  -80.8345
## 14236                Texas 28.9978  -95.3282
## 14237         South Dakota 43.3869  -98.8435
## 14238             Illinois 39.5180  -89.0478
## 14239              Florida 26.9388  -82.0277
## 14240             Missouri 38.0905  -90.5750
## 14241             Illinois 39.6580  -89.3905
## 14242         South Dakota 43.1849 -102.7268
## 14243           Washington 45.6425 -121.9688
## 14244                 Ohio 39.5204  -81.0684
## 14245         Pennsylvania 41.4765  -75.1779
## 14246                Texas 30.4491  -96.5618
## 14247            Minnesota 47.5244  -95.4031
## 14248              Georgia 34.4383  -84.6998
## 14249          Puerto Rico 18.2381  -65.7433
## 14250            Louisiana 30.3530  -90.5795
## 14251               Oregon 43.6623 -123.3143
## 14252            Minnesota 44.3026  -92.7872
## 14253            Louisiana 32.0724  -91.2392
## 14254       North Carolina 36.4653  -79.9064
## 14255        West Virginia 37.7522  -81.8923
## 14256                Texas 26.3118  -98.1117
## 14257            Tennessee 35.5188  -88.2527
## 14258                Idaho 48.7247 -116.1953
## 14259             Missouri 40.3966  -93.5884
## 14260              Alabama 34.0256  -87.7691
## 14261               Kansas 39.3407  -95.4612
## 14262           New Mexico 35.5160 -108.4878
## 14263             Kentucky 37.3202  -82.3522
## 14264             Arkansas 34.1709  -92.1298
## 14265             Michigan 42.1864  -86.3083
## 14266            Minnesota 43.8279  -94.4366
## 14267             Arkansas 36.4925  -91.5413
## 14268       North Carolina 35.5901  -80.4581
## 14269             Oklahoma 34.8937  -98.3584
## 14270              Alabama 33.0608  -86.0516
## 14271             Oklahoma 35.7768  -96.0282
## 14272         Pennsylvania 39.9664  -79.8768
## 14273              Georgia 34.3729  -83.2328
## 14274             Colorado 40.2841 -104.7820
## 14275               Oregon 42.4358 -123.0527
## 14276                Texas 32.8541 -100.4655
## 14277             Colorado 39.4932 -105.0475
## 14278             Oklahoma 35.9528  -96.2003
## 14279             Missouri 39.0734  -91.5692
## 14280             New York 41.6133  -73.7469
## 14281       South Carolina 33.8150  -79.4443
## 14282               Kansas 38.3836  -97.5381
## 14283         North Dakota 46.8915  -97.0533
## 14284              Indiana 41.4305  -86.8926
## 14285              Montana 48.0824 -114.2344
## 14286             Virginia 37.0633  -81.7505
## 14287       South Carolina 32.6968  -80.2730
## 14288             Colorado 37.3466 -108.2939
## 14289             Missouri 36.7402  -93.3797
## 14290             New York 40.5906  -73.5796
## 14291                Texas 30.3369  -94.0600
## 14292         Pennsylvania 40.4004  -75.5875
## 14293         North Dakota 47.9716  -98.9971
## 14294             Illinois 37.7740  -89.0244
## 14295             Colorado 39.2653 -103.6857
## 14296                Texas 30.1501  -95.3217
## 14297              Georgia 34.8666  -84.3218
## 14298            Tennessee 35.8813  -84.5715
## 14299                 Ohio 38.4298  -82.4489
## 14300             Oklahoma 36.7313 -102.5095
## 14301          Puerto Rico 18.0378  -66.6847
## 14302             Nebraska 40.6818  -96.5039
## 14303            Minnesota 45.4121  -92.6644
## 14304                Texas 29.2803  -98.6556
## 14305             New York 40.7243  -73.7167
## 14306              Indiana 40.5975  -84.9568
## 14307              Wyoming 42.5574 -110.1005
## 14308            Minnesota 45.0536  -93.2501
## 14309               Alaska 60.6154 -151.3159
## 14310                Texas 31.6006 -100.1853
## 14311               Alaska 55.3227 -160.4834
## 14312             Kentucky 36.6957  -84.4768
## 14313                Texas 33.3569  -97.6960
## 14314                Texas 31.6509  -95.0708
## 14315                 Ohio 40.5545  -81.7998
## 14316               Hawaii 20.9277 -156.6794
## 14317             Illinois 38.7695  -88.5067
## 14318              Indiana 40.6878  -85.4250
## 14319             Illinois 41.0057  -87.9098
## 14320            Wisconsin 43.8526  -89.1305
## 14321             New York 42.4484  -73.6497
## 14322             Michigan 44.4915  -84.5914
## 14323            Wisconsin 43.7412  -90.7866
## 14324             New York 41.0661  -72.3493
## 14325             Michigan 43.2784  -83.5273
## 14326              Georgia 34.3455  -83.1107
## 14327                 Utah 40.7241 -114.0250
## 14328         Pennsylvania 40.4630  -78.2049
## 14329       North Carolina 36.1963  -78.7200
## 14330              Alabama 33.7877  -86.0281
## 14331            Minnesota 44.6105  -95.6721
## 14332       South Carolina 34.4028  -79.9030
## 14333               Hawaii 20.9540 -156.6564
## 14334             Michigan 41.8817  -86.6142
## 14335             Maryland 39.5660  -78.9790
## 14336             Missouri 40.1365  -95.2337
## 14337                 Iowa 41.4701  -92.6510
## 14338                 Iowa 42.2328  -96.2247
## 14339         Pennsylvania 41.1742  -80.4557
## 14340             Virginia 37.0876  -81.7633
## 14341             New York 44.0933  -73.5246
## 14342                Idaho 44.0734 -111.4482
## 14343             Oklahoma 34.9579  -96.7538
## 14344            Louisiana 30.4003  -90.1653
## 14345       North Carolina 35.1474  -76.7692
## 14346            Wisconsin 43.6843  -88.5476
## 14347          Mississippi 31.1951  -91.0176
## 14348       South Carolina 33.2517  -80.8161
## 14349               Nevada 37.9519 -114.4434
## 14350             Colorado 38.1304 -104.0264
## 14351               Kansas 38.9746  -97.0236
## 14352              Florida 30.4255  -84.9773
## 14353            Minnesota 44.2785  -96.1359
## 14354             Illinois 41.3536  -89.0109
## 14355                Texas 29.5454  -95.0325
## 14356                 Iowa 41.8528  -93.9207
## 14357          Puerto Rico 18.3916  -67.1186
## 14358                Texas 27.9562  -97.9386
## 14359             Nebraska 40.6505  -97.2838
## 14360              Montana 47.4602 -114.8842
## 14361           Washington 48.6483 -118.7333
## 14362             New York 43.1568  -75.3335
## 14363           California 37.5105 -118.3750
## 14364              Alabama 31.0552  -85.3008
## 14365             Oklahoma 34.7532  -96.7088
## 14366         Pennsylvania 41.5866  -75.4047
## 14367           New Mexico 35.5388 -105.8391
## 14368              Indiana 40.0488  -84.9424
## 14369       South Carolina 32.9362  -80.4803
## 14370              Florida 26.8491  -80.0632
## 14371               Nevada 37.3771 -115.1678
## 14372               Hawaii 19.0415 -155.6254
## 14373                 Iowa 42.8968  -92.8041
## 14374         Pennsylvania 39.9637  -75.2528
## 14375          Connecticut 41.2825  -72.4063
## 14376            Louisiana 30.7571  -93.5246
## 14377           Washington 46.1743 -123.3830
## 14378              Arizona 33.8984 -113.9962
## 14379             New York 42.6130  -77.0922
## 14380                 Iowa 40.9298  -94.9810
## 14381         South Dakota 44.8809  -97.7348
## 14382             Oklahoma 36.5948 -101.6224
## 14383                Texas 30.1517  -94.2711
## 14384          Mississippi 33.5444  -90.5373
## 14385               Oregon 43.9079 -124.0985
## 14386             Oklahoma 35.5483  -98.5795
## 14387              Georgia 30.9598  -81.7176
## 14388                 Iowa 41.9933  -91.9672
## 14389              Montana 48.0104 -108.6607
## 14390             Illinois 40.9203  -89.2916
## 14391              Georgia 32.0885  -84.6625
## 14392              Arizona 35.2966 -111.0028
## 14393                 Ohio 40.0320  -80.8171
## 14394              Florida 27.8213  -82.8190
## 14395                 Ohio 40.2141  -84.6344
## 14396              Georgia 30.7462  -83.2253
## 14397                Texas 29.2584  -95.9436
## 14398             Virginia 37.5212  -79.6893
## 14399              Georgia 31.5608  -84.7374
## 14400                Texas 28.7446 -100.4934
## 14401             Colorado 39.6213 -106.0393
## 14402             Virginia 36.6254  -81.1511
## 14403                 Ohio 39.3769  -81.3933
## 14404             Michigan 41.8049  -83.4426
## 14405            Minnesota 46.7282  -95.7026
## 14406             Illinois 41.0044  -89.1339
## 14407              Georgia 34.9348  -83.8472
## 14408            Tennessee 36.4219  -82.4767
## 14409          Mississippi 34.5047  -90.1946
## 14410          Connecticut 41.9862  -71.9033
## 14411            Minnesota 44.7412  -94.7120
## 14412           California 34.5232 -117.9808
## 14413            Minnesota 47.3805  -93.1666
## 14414             Delaware 39.0127  -75.5765
## 14415          Puerto Rico 18.1716  -66.1868
## 14416         Pennsylvania 41.0144  -76.3850
## 14417                Texas 26.0877  -97.5027
## 14418       North Carolina 35.4794  -81.5227
## 14419                Texas 29.7965  -96.1051
## 14420           California 38.2478 -121.5280
## 14421             Michigan 41.9592  -85.3229
## 14422             Oklahoma 34.4831  -98.3877
## 14423             New York 40.7947  -73.7492
## 14424            Louisiana 30.4429  -91.4601
## 14425             New York 40.8839  -73.5582
## 14426        West Virginia 37.4231  -81.0151
## 14427                 Ohio 41.0279  -84.0791
## 14428             Illinois 41.2053  -90.5863
## 14429       North Carolina 35.7894  -78.2047
## 14430             Virginia 37.2164  -80.2245
## 14431           New Jersey 40.5694  -75.0916
## 14432            Minnesota 45.3901  -92.7531
## 14433             Missouri 40.1680  -92.1732
## 14434            Wisconsin 45.2337  -88.0067
## 14435                 Ohio 40.0819  -82.2761
## 14436         Pennsylvania 40.6413  -77.5803
## 14437              Wyoming 44.2327 -105.4309
## 14438            Tennessee 36.1866  -82.0706
## 14439          Puerto Rico 18.0810  -67.0852
## 14440             Oklahoma 35.4904  -96.4795
## 14441            Wisconsin 44.8744  -91.6862
## 14442           California 36.5711 -121.5103
## 14443       North Carolina 35.2656  -82.1976
## 14444           California 38.3250 -123.0309
## 14445             Virginia 36.7514  -79.9524
## 14446              Wyoming 43.4317 -110.7924
## 14447                 Iowa 42.8417  -91.8038
## 14448           California 38.4776 -120.8584
## 14449                 Ohio 41.4648  -83.7043
## 14450        Massachusetts 41.7481  -70.6670
## 14451       South Carolina 33.5341  -79.3533
## 14452             Oklahoma 36.2976  -95.9963
## 14453                Texas 31.7369  -99.3254
## 14454         Pennsylvania 40.5656  -80.2143
## 14455             Colorado 40.2286 -104.0724
## 14456         Pennsylvania 40.4263  -78.4303
## 14457         Pennsylvania 40.1842  -79.8269
## 14458             Illinois 42.3709  -88.0122
## 14459             Nebraska 41.0046  -98.6007
## 14460          Puerto Rico 18.0585  -66.6569
## 14461       South Carolina 34.6450  -82.4738
## 14462            Minnesota 45.1356  -94.7769
## 14463                Texas 31.5570 -102.9066
## 14464              Indiana 40.3752  -86.7739
## 14465                Texas 30.1135  -94.6426
## 14466            Minnesota 47.8715  -94.9052
## 14467               Kansas 39.0430  -98.1468
## 14468             Virginia 37.2570  -76.0093
## 14469             Virginia 36.9068  -82.3163
## 14470              Alabama 34.6844  -85.8460
## 14471          Puerto Rico 18.3125  -66.9219
## 14472       North Carolina 34.7859  -78.3947
## 14473              Florida 27.8536  -82.8438
## 14474            Wisconsin 43.0938  -88.4038
## 14475            Minnesota 44.9245  -92.7657
## 14476         Pennsylvania 40.0314  -79.8913
## 14477            Louisiana 30.2460  -92.5135
## 14478                Texas 31.9065  -94.3971
## 14479             Illinois 37.5335  -89.2545
## 14480       North Carolina 35.2964  -79.7323
## 14481                 Ohio 40.4587  -84.1782
## 14482            Wisconsin 44.0233  -90.0717
## 14483             Kentucky 37.9365  -85.9915
## 14484                 Ohio 41.4525  -83.4839
## 14485              Wyoming 43.5315 -110.8340
## 14486             Arkansas 33.8771  -93.9217
## 14487               Nevada 41.9797 -114.6645
## 14488             New York 40.9529  -73.0904
## 14489                 Ohio 41.3237  -83.4363
## 14490             New York 43.0976  -78.6440
## 14491              Indiana 39.6738  -85.7052
## 14492        West Virginia 39.2276  -81.6265
## 14493             Illinois 38.7631  -90.0816
## 14494            Minnesota 45.9902  -95.9791
## 14495             Kentucky 37.7852  -82.7891
## 14496                 Ohio 41.0390  -80.5463
## 14497                 Iowa 41.0038  -95.5842
## 14498             Michigan 43.0125  -85.9061
## 14499             Kentucky 37.8311  -86.6304
## 14500              Arizona 36.9617 -112.5195
## 14501                 Utah 39.6281 -111.6413
## 14502         South Dakota 44.3862  -97.5496
## 14503                Texas 26.2032  -97.7395
## 14504                 Utah 40.1294 -111.7362
## 14505             Michigan 43.8295  -83.2702
## 14506            Minnesota 43.6332  -95.9329
## 14507        Massachusetts 41.5303  -70.6614
## 14508         Pennsylvania 40.1411  -75.0674
## 14509                 Ohio 39.6522  -83.5550
## 14510            Tennessee 35.9747  -88.6689
## 14511             Nebraska 42.4649  -97.9071
## 14512             Maryland 39.4867  -77.6980
## 14513             Missouri 38.1906  -94.0310
## 14514            Louisiana 30.5126  -92.1832
## 14515           California 38.4004 -122.9349
## 14516       North Carolina 34.8102  -79.5460
## 14517              Georgia 32.4564  -83.9407
## 14518             Illinois 38.5484  -89.1284
## 14519                 Ohio 39.5705  -82.9471
## 14520         Pennsylvania 41.1100  -78.7356
## 14521             Illinois 37.5611  -88.9557
## 14522                Texas 33.3299  -94.3461
## 14523                 Ohio 39.9017  -83.0859
## 14524                 Iowa 43.3799  -92.9178
## 14525           California 39.1954 -121.1942
## 14526             Illinois 40.0329  -87.9578
## 14527          Mississippi 31.5751  -91.3521
## 14528                Texas 31.8252  -94.4932
## 14529              Montana 46.5453 -110.9039
## 14530             Maryland 39.1452  -75.9808
## 14531         Pennsylvania 40.4724  -75.3212
## 14532              Alabama 33.1927  -86.3040
## 14533              Georgia 32.0331  -80.9760
## 14534                 Ohio 39.1923  -84.7244
## 14535                Texas 33.0710  -96.5665
## 14536         Pennsylvania 40.5809  -76.6170
## 14537             Arkansas 33.7198  -94.3979
## 14538                 Ohio 40.6682  -81.2598
## 14539           Washington 47.9392 -119.0029
## 14540       South Carolina 34.2821  -82.5904
## 14541                 Ohio 41.4011  -82.8080
## 14542             New York 43.3292  -78.7171
## 14543                 Iowa 42.7520  -92.7957
## 14544                Texas 31.2467  -93.9744
## 14545           California 39.2478 -120.0533
## 14546         North Dakota 48.0582 -100.9329
## 14547            Wisconsin 42.7456  -89.5899
## 14548           Washington 47.7904 -122.3851
## 14549             Illinois 40.0892  -91.2858
## 14550            Tennessee 36.0737  -88.8163
## 14551          Puerto Rico 18.2774  -67.1219
## 14552            Minnesota 47.3147  -95.9673
## 14553                Maine 43.4142  -70.5810
## 14554             Maryland 38.8266  -76.8897
## 14555              Alabama 34.0774  -85.8742
## 14556                Texas 35.2453 -102.4294
## 14557                Texas 32.2389  -96.4978
## 14558           New Mexico 34.7064 -106.7318
## 14559           California 40.5579 -124.0822
## 14560              Georgia 32.6341  -84.7978
## 14561             Nebraska 41.4563  -96.0264
## 14562                 Iowa 41.8442  -91.6938
## 14563               Kansas 38.6120  -95.6844
## 14564             Michigan 43.4186  -84.2311
## 14565          Puerto Rico 18.0233  -66.7664
## 14566         Pennsylvania 40.8811  -75.1861
## 14567         Pennsylvania 39.8606  -77.7015
## 14568                Maine 43.8005  -70.7994
## 14569           Washington 48.2546 -121.6031
## 14570              Georgia 32.1805  -82.6709
## 14571         Pennsylvania 39.8947  -75.3852
## 14572                Texas 34.0144 -100.3038
## 14573             Illinois 41.0487  -89.0523
## 14574         North Dakota 46.0034 -102.6350
## 14575          Mississippi 32.4601  -89.2785
## 14576               Kansas 38.9077  -95.8158
## 14577             Virginia 38.7539  -77.5248
## 14578              Florida 28.9850  -81.5404
## 14579            Minnesota 46.7066  -92.4287
## 14580              Arizona 35.2425 -111.8138
## 14581             Maryland 38.5988  -77.1371
## 14582           California 34.1393 -114.3604
## 14583        West Virginia 40.5072  -80.6115
## 14584           California 36.1885 -119.8222
## 14585                 Ohio 40.6530  -81.2928
## 14586              Alabama 34.2609  -86.6083
## 14587             Missouri 38.7208  -90.2751
## 14588              Indiana 41.5255  -85.3665
## 14589             Oklahoma 35.8246  -95.0823
## 14590       North Carolina 35.5436  -77.9751
## 14591           California 35.6175 -118.4047
## 14592               Kansas 37.0376  -95.0923
## 14593             New York 42.3453  -77.6605
## 14594             Oklahoma 36.1151  -96.7011
## 14595            Tennessee 35.0579  -86.2689
## 14596             Virginia 38.6825  -77.2606
## 14597       North Carolina 35.7514  -81.5270
## 14598       North Carolina 35.3030  -77.1567
## 14599             Virginia 37.2754  -82.0988
## 14600             Nebraska 40.6201  -98.0961
## 14601         Pennsylvania 40.3465  -75.9827
## 14602         Pennsylvania 40.1289  -79.4649
## 14603            Tennessee 36.5938  -86.7015
## 14604       North Carolina 35.7331  -80.6817
## 14605              Florida 30.2225  -82.6465
## 14606           California 37.4009 -121.2629
## 14607            Wisconsin 44.5531  -91.3876
## 14608             Michigan 42.0139  -86.5243
## 14609                Texas 31.8857 -100.2955
## 14610            Minnesota 44.1258  -92.2478
## 14611                 Iowa 42.2234  -92.8741
## 14612             Michigan 42.0866  -85.2356
## 14613             New York 41.1263  -74.1706
## 14614           California 36.7055 -119.8516
## 14615           California 35.6536 -120.3831
## 14616         Pennsylvania 41.3957  -75.2731
## 14617              Georgia 31.2692  -83.6843
## 14618             New York 43.1372  -79.0352
## 14619             Kentucky 39.0801  -84.5629
## 14620             Maryland 38.4242  -75.6871
## 14621         Pennsylvania 40.9862  -75.9703
## 14622              Indiana 39.4124  -86.1499
## 14623                 Ohio 41.2670  -80.7958
## 14624             New York 43.3263  -76.7044
## 14625              Alabama 34.0760  -86.1651
## 14626             Oklahoma 34.8237  -98.2341
## 14627                Texas 33.5303 -101.6838
## 14628           California 39.2771 -122.1946
## 14629                 Ohio 40.5896  -82.4211
## 14630           California 35.4092 -119.4406
## 14631                 Iowa 42.8224  -95.8068
## 14632         Pennsylvania 41.9792  -78.6063
## 14633            Tennessee 35.6481  -86.1357
## 14634           New Jersey 39.9621  -74.2358
## 14635             Oklahoma 35.9202  -94.8825
## 14636            Tennessee 35.1746  -87.7442
## 14637               Nevada 41.1132 -114.9535
## 14638          Puerto Rico 18.2258  -66.3902
## 14639             Illinois 40.4336  -89.3139
## 14640              Georgia 33.6263  -83.6112
## 14641              Arizona 34.4233 -112.2408
## 14642             Missouri 38.7351  -90.3658
## 14643                Texas 33.2978  -96.3978
## 14644             Illinois 39.9379  -88.8684
## 14645       North Carolina 35.0538  -83.1976
## 14646             Arkansas 33.3775  -93.8825
## 14647                 Iowa 43.3420  -96.0034
## 14648                 Ohio 39.6079  -83.3953
## 14649              Indiana 39.2935  -84.9641
## 14650           New Mexico 35.6188 -108.8345
## 14651             Maryland 38.3922  -75.3494
## 14652           New Mexico 35.3576 -103.4426
## 14653           California 37.0034 -122.0265
## 14654           California 33.8888 -117.2776
## 14655             Maryland 39.0192  -77.0810
## 14656             Michigan 42.6411  -86.2083
## 14657             Illinois 41.9636  -89.7747
## 14658             Illinois 37.8773  -89.1142
## 14659               Alaska 55.4918 -133.1165
## 14660              Indiana 38.1988  -87.3141
## 14661              Indiana 41.7435  -86.8521
## 14662             Oklahoma 35.1276  -94.6686
## 14663                Texas 32.9302  -95.8690
## 14664                Idaho 44.5087 -116.0425
## 14665                 Iowa 41.1593  -92.6304
## 14666            Louisiana 30.8300  -90.6698
## 14667              Alabama 33.2619  -88.0951
## 14668                Texas 32.3681  -96.6543
## 14669         Pennsylvania 40.3122  -78.9050
## 14670                Texas 31.0789  -94.0269
## 14671                Texas 28.8859  -97.7134
## 14672                Texas 33.0050  -97.4856
## 14673              Georgia 31.0729  -83.1960
## 14674           New Mexico 31.8271 -107.6422
## 14675              Arizona 32.7642 -109.7206
## 14676             Illinois 39.7151  -88.6337
## 14677                Texas 34.0120 -102.4147
## 14678               Hawaii 19.9723 -155.2345
## 14679             Maryland 38.6634  -76.0518
## 14680            Tennessee 36.3617  -85.6496
## 14681            Louisiana 31.0673  -92.0528
## 14682             Colorado 39.7179 -105.6942
## 14683             Colorado 38.5140 -106.0944
## 14684             Michigan 43.3363  -83.3520
## 14685             Michigan 43.2671  -82.5374
## 14686              Indiana 41.0388  -86.0249
## 14687          Mississippi 34.3679  -90.6379
## 14688             New York 44.3400  -75.9161
## 14689              Indiana 40.8604  -85.6023
## 14690             Missouri 36.9417  -93.2832
## 14691         Pennsylvania 40.6648  -78.7093
## 14692             Kentucky 37.8622  -83.9277
## 14693        New Hampshire 44.0915  -72.0236
## 14694         South Dakota 45.7924  -97.7529
## 14695              Arizona 34.1976 -110.0272
## 14696              Montana 44.6627 -111.1057
## 14697              Montana 46.9530 -112.6693
## 14698          Puerto Rico 17.9820  -66.4402
## 14699           Washington 46.9310 -122.2841
## 14700         Pennsylvania 40.2196  -79.7849
## 14701              Montana 46.4368 -109.8353
## 14702                 Ohio 39.3633  -84.3767
## 14703             Virginia 38.1579  -78.4688
## 14704             New York 41.4025  -74.7175
## 14705        Massachusetts 41.7042  -70.7629
## 14706               Nevada 39.5142 -119.9772
## 14707               Oregon 45.3358 -118.0492
## 14708           California 37.5689 -118.7463
## 14709         Pennsylvania 40.6081  -79.8401
## 14710                 Iowa 41.4859  -91.4267
## 14711                Texas 26.4423  -98.0146
## 14712             Oklahoma 34.1256  -96.2636
## 14713                Texas 30.8408  -97.7921
## 14714              Georgia 33.8674  -82.7420
## 14715           California 38.3140 -121.1596
## 14716             Arkansas 35.5661  -90.0430
## 14717              Georgia 31.4389  -83.5203
## 14718             Oklahoma 36.0325  -94.9559
## 14719              Indiana 40.9446  -87.4502
## 14720                Texas 34.3857 -102.1150
## 14721            Wisconsin 43.8080  -88.6732
## 14722                Texas 31.8955 -100.4857
## 14723            Minnesota 44.2074  -93.8175
## 14724         Pennsylvania 41.0409  -79.5024
## 14725         Pennsylvania 40.8019  -75.6611
## 14726               Hawaii 20.8671 -156.3381
## 14727             Oklahoma 35.9656  -95.3201
## 14728               Kansas 39.6791  -96.6593
## 14729         Pennsylvania 41.2441  -79.4310
## 14730        West Virginia 37.9649  -80.6870
## 14731          Connecticut 41.0768  -73.4699
## 14732             Illinois 38.4973  -89.1457
## 14733            Wisconsin 45.4498  -92.5579
## 14734                 Utah 41.6815 -112.3201
## 14735                Texas 28.9552  -99.6237
## 14736       South Carolina 33.7750  -81.2502
## 14737               Kansas 39.1358  -95.9496
## 14738              Indiana 40.1294  -86.6099
## 14739             Virginia 36.8659  -81.4045
## 14740             Maryland 38.9384  -76.9492
## 14741        West Virginia 39.2874  -80.3158
## 14742              Georgia 31.4383  -84.7253
## 14743           New Mexico 33.6433 -105.8411
## 14744            Louisiana 32.4902  -91.8650
## 14745              Arizona 34.7819 -114.4777
## 14746             Delaware 38.5215  -75.2342
## 14747             Kentucky 37.4763  -87.8202
## 14748             Michigan 45.4326  -84.9890
## 14749            Minnesota 46.7471  -95.1012
## 14750             Delaware 38.5462  -75.2458
## 14751             Missouri 37.0647  -93.2531
## 14752         Pennsylvania 40.7502  -76.3398
## 14753             New York 42.3303  -75.9682
## 14754       North Carolina 35.2533  -79.2845
## 14755           New Mexico 35.3004 -106.7985
## 14756         Pennsylvania 41.3313  -77.7477
## 14757             Illinois 38.6121  -89.1193
## 14758           California 33.5173 -116.8107
## 14759           California 37.6028 -121.0425
## 14760              Florida 30.0484  -82.0725
## 14761                 Iowa 42.0492  -90.3971
## 14762         Pennsylvania 40.0069  -79.9049
## 14763                 Ohio 39.9210  -82.4272
## 14764              Vermont 44.8090  -72.2011
## 14765              Georgia 34.4783  -83.7720
## 14766            Wisconsin 43.5019  -88.5863
## 14767             Illinois 39.7992  -88.4626
## 14768       North Carolina 35.2163  -80.0050
## 14769                Texas 32.8008  -94.7182
## 14770             Kentucky 37.5134  -87.6959
## 14771       North Carolina 34.5362  -79.2928
## 14772                 Ohio 40.6469  -80.5998
## 14773             Colorado 39.5463 -106.3871
## 14774                Texas 29.5726  -98.1430
## 14775                Texas 28.4463  -96.4205
## 14776                Texas 31.2253 -101.9395
## 14777             Missouri 38.7726  -93.4237
## 14778               Kansas 39.8603  -95.2649
## 14779            Tennessee 35.4128  -89.5412
## 14780           California 33.9356 -116.6873
## 14781                Texas 30.0451  -94.7373
## 14782                 Iowa 42.1062  -93.6461
## 14783              Florida 28.6334  -81.9986
## 14784            Louisiana 30.2126  -91.7126
## 14785           New Mexico 35.6833 -108.7709
## 14786              Alabama 32.5573  -85.6692
## 14787            Tennessee 35.0324  -89.5612
## 14788            Wisconsin 45.2491  -92.2675
## 14789           California 38.8926 -121.9741
## 14790                 Iowa 41.2343  -95.1394
## 14791             Virginia 37.0206  -79.6837
## 14792           California 37.9060 -122.0345
## 14793       North Carolina 34.9993  -78.3962
## 14794          Connecticut 41.5229  -73.4736
## 14795                Texas 29.8444  -97.8390
## 14796                 Iowa 42.0649  -91.8005
## 14797                 Iowa 43.3894  -93.9428
## 14798          Mississippi 34.2006  -90.2845
## 14799         Pennsylvania 41.1779  -75.2633
## 14800         Pennsylvania 40.3389  -76.3997
## 14801           Washington 48.3612 -124.6115
## 14802          Mississippi 31.1029  -91.2992
## 14803             Missouri 36.6694  -93.0472
## 14804       South Carolina 34.3335  -82.3885
## 14805            Wisconsin 44.1524  -87.9516
## 14806          Puerto Rico 18.3105  -65.3029
## 14807                Texas 33.1405 -100.2253
## 14808           California 38.7165 -123.4527
## 14809           California 36.1707 -119.3516
## 14810              Montana 46.9523 -114.1331
## 14811                Texas 34.0665 -102.5243
## 14812             Oklahoma 34.0960  -96.7996
## 14813              Alabama 34.7986  -86.1228
## 14814               Kansas 39.7519  -94.8890
## 14815           Washington 47.1286 -122.2374
## 14816                Texas 35.2324 -100.6001
## 14817             Illinois 40.5666  -88.6160
## 14818         North Dakota 48.9162 -103.2966
## 14819                Texas 28.5032  -99.8294
## 14820           California 38.3564 -122.5412
## 14821           California 38.0570 -120.1793
## 14822                Texas 33.8113 -102.1622
## 14823                 Utah 41.5006 -111.9344
## 14824             Missouri 39.2278  -92.8393
## 14825                Texas 29.1876  -98.8524
## 14826              Indiana 39.3507  -86.6665
## 14827               Kansas 37.1875  -95.2898
## 14828         Pennsylvania 41.9955  -76.5442
## 14829           New Jersey 39.5660  -74.2492
## 14830       South Carolina 34.1695  -80.0649
## 14831              Arizona 33.7883 -109.9576
## 14832          Connecticut 41.8802  -72.9753
## 14833              Florida 29.0005  -80.9604
## 14834            Tennessee 36.4038  -84.0480
## 14835              Alabama 32.4984  -86.3279
## 14836         Pennsylvania 40.3683  -76.9296
## 14837           California 37.9046 -122.0786
## 14838             Missouri 38.7083  -90.2921
## 14839           California 38.5440 -121.6852
## 14840             Kentucky 37.2754  -87.5066
## 14841            Louisiana 30.1221  -92.4985
## 14842             Missouri 36.4521  -89.9680
## 14843           California 38.8482 -121.1698
## 14844             Illinois 41.6215  -88.0224
## 14845       South Carolina 33.9957  -79.5698
## 14846       North Carolina 36.1298  -81.6706
## 14847                 Utah 39.2309 -111.0592
## 14848               Alaska 60.3843 -162.6838
## 14849             Illinois 40.3814  -87.6699
## 14850           Washington 46.3366 -117.0414
## 14851               Oregon 42.9542 -123.3644
## 14852         Pennsylvania 40.4923  -80.2970
## 14853       North Carolina 34.2877  -78.7085
## 14854       North Carolina 36.4451  -78.1952
## 14855                 Iowa 41.8858  -91.0581
## 14856              Georgia 31.6248  -82.8877
## 14857             Kentucky 37.9851  -85.9556
## 14858            Louisiana 31.0342  -91.9818
## 14859         Pennsylvania 40.6666  -75.5072
## 14860          Puerto Rico 18.4457  -66.6364
## 14861                Texas 26.2578  -98.0897
## 14862             Oklahoma 36.4377  -99.2048
## 14863                 Utah 39.4799 -111.4918
## 14864             Michigan 43.4434  -85.2738
## 14865                 Utah 37.0170 -112.9787
## 14866             Kentucky 38.0501  -85.6682
## 14867           Washington 47.3036 -122.4369
## 14868              Indiana 41.2304  -86.5845
## 14869              Alabama 33.2446  -87.6800
## 14870         South Dakota 45.5796  -97.0782
## 14871         Pennsylvania 40.9160  -75.9656
## 14872                 Utah 39.6051 -110.8424
## 14873         North Dakota 46.0043  -98.5254
## 14874                 Iowa 41.4893  -91.5567
## 14875             Maryland 38.2447  -75.7828
## 14876             Oklahoma 34.9640  -97.9447
## 14877               Oregon 44.4419 -124.0754
## 14878            Wisconsin 44.1415  -88.1611
## 14879         Pennsylvania 40.9836  -79.6131
## 14880         Pennsylvania 40.2083  -75.0733
## 14881             New York 41.7040  -74.6331
## 14882            Louisiana 32.7020  -92.6575
## 14883         Pennsylvania 41.7165  -80.1364
## 14884          Puerto Rico 17.9748  -67.0458
## 14885             Missouri 39.0175  -92.7406
## 14886        West Virginia 37.7277  -80.6436
## 14887              Florida 29.5400  -82.5186
## 14888              Montana 45.6310 -108.9253
## 14889               Alaska 62.6902 -164.6305
## 14890                Texas 32.7315  -96.1589
## 14891             Nebraska 41.7801  -99.1342
## 14892             Virginia 37.3219  -80.6365
## 14893                 Iowa 42.9648  -92.1965
## 14894                Texas 28.7467 -100.5027
## 14895             Virginia 37.0532  -78.9485
## 14896         Pennsylvania 41.2346  -79.5360
## 14897            Wisconsin 44.2147  -89.7624
## 14898                 Ohio 39.8980  -82.5387
## 14899               Kansas 39.1961  -95.2083
## 14900              Arizona 33.4061 -110.8422
## 14901           California 35.9289 -119.2783
## 14902                Idaho 47.4736 -115.9227
## 14903               Hawaii 21.5810 -157.8901
## 14904             Arkansas 34.2988  -94.3331
## 14905                 Utah 37.0810 -113.1034
## 14906                Texas 28.6897 -100.4679
## 14907             Oklahoma 35.8022  -94.9606
## 14908                Texas 29.1118  -96.4123
## 14909             Illinois 37.7793  -89.1189
## 14910              Indiana 40.1898  -85.2037
## 14911           Washington 48.3926 -122.4945
## 14912              Indiana 38.6655  -87.0493
## 14913         Pennsylvania 39.9320  -77.9958
## 14914          Mississippi 32.3326  -90.6055
## 14915                Texas 31.0033  -94.7936
## 14916       North Carolina 34.8960  -78.0541
## 14917                 Ohio 40.4947  -84.3151
## 14918                 Iowa 42.6462  -92.4626
## 14919              Montana 48.7904 -105.4206
## 14920         Pennsylvania 40.8619  -80.2625
## 14921           New Jersey 39.5328  -74.4852
## 14922             Missouri 38.0935  -91.4529
## 14923          Puerto Rico 17.9847  -66.3174
## 14924             Illinois 40.5300  -89.1751
## 14925             Arkansas 35.7575  -89.9298
## 14926               Kansas 38.9215  -97.3692
## 14927              Indiana 38.1697  -87.7834
## 14928             Illinois 38.0153  -89.6188
## 14929                Texas 32.3141  -97.0051
## 14930             Illinois 39.7117  -88.9965
## 14931               Kansas 39.8160  -97.0487
## 14932           Washington 48.0677 -123.1276
## 14933            Wisconsin 44.6743  -88.8903
## 14934             Oklahoma 36.4458  -97.8634
## 14935               Kansas 38.6108  -95.4529
## 14936         Pennsylvania 40.1222  -79.8799
## 14937             New York 42.3300  -78.8671
## 14938       North Carolina 36.3033  -78.4060
## 14939              Georgia 33.2797  -85.0985
## 14940                 Ohio 39.1505  -84.7405
## 14941              Indiana 39.6892  -86.5234
## 14942             Nebraska 40.8691  -96.1399
## 14943            Wisconsin 43.2497  -89.4993
## 14944              Indiana 41.5394  -85.5475
## 14945        West Virginia 37.7938  -81.1822
## 14946               Oregon 45.5524 -122.5617
## 14947              Indiana 41.1740  -86.0382
## 14948               Oregon 44.6706 -123.2160
## 14949                Texas 29.0278  -95.8800
## 14950               Kansas 38.8538  -99.1473
## 14951         Pennsylvania 41.0566  -75.7802
## 14952             Illinois 42.3680  -88.2965
## 14953            Louisiana 30.0291  -92.5071
## 14954            Louisiana 29.8606  -90.6337
## 14955             Arkansas 34.9005  -92.5186
## 14956              Indiana 38.3408  -86.4592
## 14957              Alabama 33.5390  -86.9401
## 14958             Kentucky 36.9872  -86.9502
## 14959             Virginia 37.4365  -76.3245
## 14960            Tennessee 36.1767  -82.4494
## 14961                 Ohio 41.4327  -81.5291
## 14962       North Carolina 36.0417  -78.8092
## 14963              Indiana 40.1929  -86.3592
## 14964              Florida 30.0282  -84.3936
## 14965              Indiana 40.3359  -85.6436
## 14966             New York 42.1262  -77.0356
## 14967             New York 40.8338  -73.6948
## 14968           New Jersey 40.5232  -74.6909
## 14969             Michigan 42.8956  -82.7689
## 14970           California 40.0614 -122.1482
## 14971         Pennsylvania 40.5272  -79.4693
## 14972          Puerto Rico 18.4000  -65.8928
## 14973        West Virginia 39.6278  -78.7896
## 14974             Missouri 37.8343  -90.4807
## 14975             Oklahoma 36.9555 -101.0680
## 14976             Missouri 37.3867  -93.9579
## 14977             Nebraska 40.8953  -97.3455
## 14978            Wisconsin 43.3441  -88.6031
## 14979           California 38.4896 -120.5333
## 14980                Texas 33.1820  -94.7402
## 14981               Kansas 37.9636  -97.1460
## 14982                 Iowa 42.8928  -93.2086
## 14983              Indiana 40.7637  -87.2951
## 14984                Texas 30.5898  -95.1307
## 14985             Oklahoma 35.5578  -94.7434
## 14986              Florida 26.7775  -80.0367
## 14987             Illinois 39.4389  -88.5953
## 14988             Nebraska 42.7134 -102.4665
## 14989                 Ohio 39.9183  -82.4791
## 14990                Texas 33.4728  -96.9186
## 14991         Pennsylvania 39.8784  -79.9294
## 14992               Oregon 43.9208 -122.7819
## 14993                Texas 33.4699  -95.2136
## 14994        West Virginia 38.3369  -81.8550
## 14995             Virginia 36.7615  -79.9866
## 14996             Maryland 38.9796  -77.0693
## 14997       South Carolina 33.3229  -79.9900
## 14998               Oregon 43.6003 -123.2875
## 14999           California 39.0115 -123.3740
## 15000             Kentucky 37.7543  -84.7632
## 15001              Florida 29.5873  -82.9245
## 15002              Arizona 33.0197 -112.0808
## 15003            Wisconsin 42.6715  -89.2084
## 15004           New Mexico 34.9832 -106.1398
## 15005       North Carolina 36.4451  -80.6351
## 15006         Pennsylvania 39.8100  -79.5623
## 15007          Puerto Rico 18.0142  -66.4207
## 15008             Missouri 36.9507  -90.1586
## 15009         Pennsylvania 40.1592  -76.0508
## 15010                 Ohio 38.9370  -83.5753
## 15011                 Utah 40.5662 -112.0977
## 15012             Michigan 43.0313  -83.1607
## 15013            Minnesota 46.5040  -94.3635
## 15014           New Jersey 40.3838  -74.6122
## 15015            Tennessee 35.3895  -84.6989
## 15016           New Jersey 40.7193  -74.8371
## 15017             Kentucky 38.2833  -85.5725
## 15018           California 38.2913 -121.2318
## 15019             Michigan 43.1815  -84.8462
## 15020           New Mexico 32.2507 -106.7626
## 15021         Pennsylvania 40.6497  -79.8492
## 15022                 Utah 39.6268 -110.8332
## 15023                Texas 27.4186  -97.8476
## 15024             Illinois 40.0250  -88.0721
## 15025       North Carolina 36.1045  -79.6554
## 15026                 Ohio 39.6787  -84.4275
## 15027                 Iowa 42.1673  -95.7909
## 15028            Wisconsin 42.7014  -88.1291
## 15029         North Dakota 46.6215  -97.5956
## 15030           New Mexico 34.9720 -106.3369
## 15031             Illinois 37.8414  -88.6148
## 15032                 Utah 39.6561 -110.8461
## 15033             Oklahoma 35.8792  -96.0678
## 15034             Nebraska 40.8161  -96.4329
## 15035       South Carolina 33.9868  -80.4972
## 15036            Tennessee 36.0110  -88.6206
## 15037             Illinois 39.4217  -89.4590
## 15038           New Mexico 35.9882 -106.0005
## 15039            Tennessee 36.3811  -84.8814
## 15040               Nevada 37.7881 -114.4005
## 15041         Pennsylvania 40.4523  -80.2317
## 15042             New York 41.1425  -72.2771
## 15043                 Iowa 41.5371  -94.0103
## 15044              Florida 29.7925  -82.1663
## 15045           New Mexico 33.1954 -104.3687
## 15046              Georgia 32.4331  -83.0595
## 15047                Texas 29.1904  -94.9800
## 15048           California 35.0474 -117.8093
## 15049             Missouri 37.9953  -92.0956
## 15050         Pennsylvania 39.9032  -75.5709
## 15051                Idaho 47.3301 -116.8849
## 15052              Indiana 38.3380  -85.6559
## 15053                 Iowa 42.4708  -91.7375
## 15054           New Mexico 35.3495 -106.5202
## 15055             Michigan 43.8971  -85.8531
## 15056               Kansas 39.2164  -97.0187
## 15057              Alabama 34.0324  -85.9253
## 15058       South Carolina 34.5974  -82.7493
## 15059           California 38.9118 -122.6084
## 15060             Nebraska 42.3775  -97.3578
## 15061                Texas 30.0522  -94.3331
## 15062          Mississippi 34.7031  -90.3797
## 15063       South Carolina 32.6692  -79.9500
## 15064           California 39.0640 -120.1434
## 15065           New Jersey 40.9061  -74.6845
## 15066           Washington 47.3130 -122.4154
## 15067       North Carolina 36.0114  -77.8572
## 15068           New Jersey 39.8969  -75.0890
## 15069             Michigan 44.6361  -86.2332
## 15070              Florida 27.1331  -80.8868
## 15071         Pennsylvania 40.1096  -78.8043
## 15072              Montana 46.2359 -112.1198
## 15073             Colorado 38.1573 -107.7545
## 15074                Texas 31.8941  -96.7151
## 15075               Oregon 42.2194 -123.2922
## 15076           Washington 47.9731 -122.3577
## 15077            Wisconsin 42.7069  -89.4367
## 15078          Puerto Rico 17.9935  -66.7067
## 15079           New Mexico 34.5212 -106.2392
## 15080             Oklahoma 36.6679  -97.8024
## 15081          Mississippi 33.8822  -89.1778
## 15082            Minnesota 47.4994  -92.7691
## 15083         Rhode Island 41.6988  -71.7339
## 15084               Kansas 37.2741  -97.1696
## 15085              Montana 45.7500 -111.3102
## 15086                 Utah 40.4496 -112.3672
## 15087                Texas 31.7545 -103.1541
## 15088             Maryland 38.9666  -77.0963
## 15089              Wyoming 44.1039 -104.6362
## 15090            Tennessee 36.2534  -82.5478
## 15091             Oklahoma 35.7155  -94.9199
## 15092        Massachusetts 42.5792  -72.4925
## 15093              Georgia 31.8507  -81.5603
## 15094           California 39.1095 -121.3543
## 15095             Kentucky 38.5220  -85.2195
## 15096             Nebraska 42.0435  -97.8318
## 15097            Louisiana 30.6825  -91.4248
## 15098              Alabama 34.5326  -85.8975
## 15099         Pennsylvania 40.1699  -75.6599
## 15100            Louisiana 31.2545  -93.3440
## 15101             Michigan 42.1762  -84.6456
## 15102       South Carolina 33.4801  -80.4852
## 15103            Minnesota 43.7062  -92.5701
## 15104               Hawaii 19.4424 -155.2789
## 15105        West Virginia 40.2053  -80.5629
## 15106                 Ohio 41.3064  -81.4579
## 15107            Wisconsin 45.3616  -92.6344
## 15108         Pennsylvania 41.4070  -75.8503
## 15109              Montana 47.8520 -104.0510
## 15110         Pennsylvania 41.1543  -77.3522
## 15111                 Iowa 40.8599  -91.3145
## 15112              Alabama 32.1822  -86.5787
## 15113                Idaho 43.2235 -112.3755
## 15114             Missouri 40.4858  -94.4135
## 15115              Indiana 40.4886  -87.0872
## 15116             Michigan 43.2286  -83.1920
## 15117                Texas 29.6943  -97.2972
## 15118              Montana 46.3324 -113.2960
## 15119              Florida 28.6114  -82.0493
## 15120             Michigan 45.8593  -84.6253
## 15121            Louisiana 31.1207  -92.1584
## 15122             Illinois 39.7004  -89.1185
## 15123             Nebraska 41.6116  -96.5487
## 15124             Virginia 36.7800  -81.8280
## 15125        West Virginia 38.1685  -81.2991
## 15126                 Iowa 41.1259  -91.4381
## 15127          Puerto Rico 18.3869  -66.3789
## 15128            Louisiana 30.5940  -91.6179
## 15129             Arkansas 33.9410  -94.3554
## 15130           New Jersey 40.8163  -75.0645
## 15131         Pennsylvania 41.5191  -80.0470
## 15132           California 36.5455 -119.3379
## 15133                 Ohio 40.7486  -81.8333
## 15134       North Carolina 35.1164  -78.1360
## 15135              Georgia 30.6851  -83.1873
## 15136          Mississippi 34.6438  -90.3495
## 15137        West Virginia 39.4598  -80.2185
## 15138             Colorado 39.6593 -105.3045
## 15139              Arizona 34.0923 -109.8541
## 15140         Pennsylvania 39.9103  -79.6628
## 15141         Pennsylvania 41.0955  -80.4953
## 15142              Florida 28.9067  -82.4946
## 15143                 Ohio 38.9401  -83.7786
## 15144             Nebraska 41.2856  -96.2850
## 15145                 Ohio 40.2201  -82.8842
## 15146            Louisiana 30.7219  -91.1393
## 15147                Texas 28.9216  -99.0950
## 15148            Minnesota 48.7119  -94.5924
## 15149             Illinois 38.3481  -88.5895
## 15150             Virginia 38.8534  -78.1325
## 15151          Mississippi 31.4630  -90.8509
## 15152                 Ohio 40.6539  -81.4550
## 15153                Texas 29.6691 -100.0108
## 15154                 Ohio 41.3010  -83.4717
## 15155                Texas 33.6703 -101.5361
## 15156               Hawaii 19.7449 -155.0984
## 15157         Pennsylvania 41.2798  -75.4016
## 15158             Kentucky 36.8152  -83.4044
## 15159         South Dakota 43.1560  -98.5361
## 15160                 Ohio 40.6635  -81.3643
## 15161         Pennsylvania 39.9096  -76.6365
## 15162             New York 40.6327  -73.6843
## 15163             Arkansas 36.2819  -92.5212
## 15164       North Carolina 35.2652  -81.0805
## 15165             Illinois 41.4006  -90.5627
## 15166             Colorado 40.6411 -104.7701
## 15167                 Ohio 40.7440  -81.7467
## 15168               Oregon 45.6586 -118.6655
## 15169                 Utah 40.0968 -111.7290
## 15170               Oregon 43.9188 -122.8220
## 15171             Maryland 39.1814  -76.9570
## 15172         South Dakota 44.2136 -103.3717
## 15173           New Jersey 38.9423  -74.9378
## 15174         North Dakota 46.9189 -104.0055
## 15175                Maine 43.0883  -70.6988
## 15176             Kentucky 37.1952  -86.2691
## 15177                Texas 33.0437  -96.5504
## 15178             Missouri 38.4162  -90.6777
## 15179            Minnesota 44.2746  -94.1881
## 15180              Wyoming 42.2656 -104.7430
## 15181              Florida 27.7486  -80.4421
## 15182             Oklahoma 34.6160  -97.8207
## 15183             Illinois 41.3610  -89.5828
## 15184            Wisconsin 44.4475  -89.2832
## 15185                Idaho 47.7667 -117.0133
## 15186                 Iowa 42.4770  -96.1851
## 15187                Idaho 43.1965 -112.4356
## 15188               Oregon 45.7143 -123.9165
## 15189             Oklahoma 35.5418  -95.1129
## 15190             Oklahoma 35.3401  -96.1360
## 15191             Missouri 38.7251  -90.3058
## 15192       North Carolina 35.1434  -76.8084
## 15193           California 34.9073 -116.8235
## 15194                Texas 33.3585  -94.2551
## 15195          Mississippi 32.1364  -88.7958
## 15196               Kansas 37.6627  -97.6793
## 15197             Missouri 39.8859  -94.3634
## 15198             New York 43.0366  -76.6263
## 15199             Illinois 41.1819  -88.1926
## 15200                Texas 30.5862  -98.4187
## 15201              Indiana 41.3239  -85.6979
## 15202                 Iowa 41.6923  -90.5803
## 15203                Texas 30.5789 -103.8946
## 15204             Illinois 40.7511  -88.4096
## 15205             Virginia 38.3724  -78.7327
## 15206             Illinois 40.2438  -88.1876
## 15207              Alabama 34.6256  -86.2792
## 15208             Nebraska 41.1159  -97.5912
## 15209              Georgia 34.9196  -83.3854
## 15210             New York 43.0291  -75.2710
## 15211             Michigan 41.8901  -83.7790
## 15212            Tennessee 35.4325  -85.7433
## 15213              Arizona 34.2860 -111.2952
## 15214              Georgia 31.9488  -83.4569
## 15215             Maryland 38.5843  -76.0965
## 15216            Louisiana 30.5769  -90.4871
## 15217         Pennsylvania 41.2801  -75.9649
## 15218             Colorado 38.0276 -107.6734
## 15219             Virginia 37.1351  -81.4212
## 15220          Mississippi 33.8589  -89.2878
## 15221                Texas 31.2620 -100.8208
## 15222         Pennsylvania 41.1421  -78.8067
## 15223             Missouri 38.2080  -92.8253
## 15224              Indiana 40.5769  -85.8803
## 15225             Virginia 37.2070  -80.4852
## 15226        West Virginia 37.8976  -81.1737
## 15227             Nebraska 40.0864  -98.5222
## 15228                 Iowa 42.1612  -95.4352
## 15229             Illinois 41.8408  -89.3005
## 15230             Missouri 36.9969  -94.3152
## 15231               Hawaii 21.8834 -159.4600
## 15232           Washington 46.9104 -117.0751
## 15233             Oklahoma 36.5595  -96.1383
## 15234            Wisconsin 43.4497  -89.2388
## 15235              Alabama 34.1705  -86.3224
## 15236                Maine 44.4916  -70.1923
## 15237              Alabama 34.6718  -87.4063
## 15238                Texas 33.3649  -96.4598
## 15239             Missouri 38.8627  -90.8724
## 15240               Kansas 37.8481  -99.7548
## 15241         Pennsylvania 41.1365  -80.0105
## 15242              Alabama 34.8892  -86.4226
## 15243        West Virginia 39.4240  -80.1889
## 15244           New Jersey 40.2212  -74.4730
## 15245                 Ohio 41.0514  -83.0137
## 15246             Virginia 37.3426  -78.9862
## 15247               Alaska 62.7762 -164.5157
## 15248             Illinois 40.4955  -89.6524
## 15249          Mississippi 33.5544  -89.0805
## 15250               Alaska 60.4876 -150.7812
## 15251            Louisiana 31.6849  -91.8321
## 15252           New Mexico 36.1151 -106.0371
## 15253                Texas 32.6008  -94.8525
## 15254         Pennsylvania 41.9662  -78.1907
## 15255             Nebraska 40.3052  -99.8980
## 15256             Virginia 37.3367  -77.9882
## 15257                 Iowa 41.3807  -95.6821
## 15258           California 36.9707 -120.6467
## 15259          Mississippi 33.3332  -89.7533
## 15260              Arizona 35.8195 -110.5331
## 15261         Pennsylvania 40.7409  -75.2560
## 15262               Oregon 43.4371 -124.1961
## 15263       North Carolina 34.9070  -77.2324
## 15264           New Mexico 36.8931 -106.5843
## 15265             Missouri 39.2344  -92.2824
## 15266         Pennsylvania 40.8992  -80.0487
## 15267                 Iowa 42.7206  -96.2519
## 15268                 Ohio 38.9248  -82.2856
## 15269                 Ohio 39.5824  -83.1206
## 15270              Arizona 31.3431 -109.9336
## 15271              Indiana 41.3792  -86.5831
## 15272           New Jersey 40.6906  -74.6257
## 15273             Illinois 39.3198  -89.5745
## 15274               Kansas 39.2158  -95.3145
## 15275           New Jersey 39.6459  -74.1835
## 15276             Kentucky 38.4026  -85.5823
## 15277              Montana 46.6345 -114.0813
## 15278                Texas 29.3542  -98.1219
## 15279          Mississippi 30.6237  -89.1432
## 15280            Wisconsin 42.7379  -90.3346
## 15281               Alaska 60.8772 -162.4615
## 15282           Washington 46.2698 -118.1509
## 15283              Alabama 32.4320  -86.6578
## 15284         Pennsylvania 40.7178  -76.1167
## 15285           California 39.6768 -120.2448
## 15286          Mississippi 33.4505  -91.0018
## 15287              Georgia 31.7571  -84.6159
## 15288             New York 40.7809  -73.7254
## 15289                 Iowa 43.2370  -94.7504
## 15290             New York 42.3926  -77.6955
## 15291         Pennsylvania 39.8021  -79.8089
## 15292            Wisconsin 44.2175  -89.4969
## 15293            Minnesota 43.6549  -94.7275
## 15294             Oklahoma 34.1854  -96.8981
## 15295                Texas 29.7908  -95.4885
## 15296             Illinois 41.6160  -88.7982
## 15297                 Ohio 39.7217  -82.2998
## 15298            Wisconsin 42.8838  -88.9424
## 15299              Georgia 34.2840  -83.1459
## 15300             Missouri 36.5907  -89.6132
## 15301          Puerto Rico 18.3605  -66.4813
## 15302         Pennsylvania 39.9219  -77.9073
## 15303             Kentucky 37.4919  -87.1343
## 15304                 Iowa 41.5780  -92.8468
## 15305              Georgia 33.2524  -83.9030
## 15306              Alabama 33.4601  -86.5247
## 15307              Georgia 32.9756  -81.7621
## 15308            Tennessee 35.7563  -84.1319
## 15309          Connecticut 41.4215  -72.0854
## 15310         North Dakota 48.6729 -102.0721
## 15311       North Carolina 35.3100  -78.7725
## 15312             Kentucky 38.4562  -82.6978
## 15313           New Jersey 40.0701  -74.0482
## 15314              Alabama 33.6623  -87.6079
## 15315           New Mexico 35.0444 -107.4681
## 15316            Minnesota 43.8939  -93.4939
## 15317             Arkansas 33.7276  -92.6187
## 15318       North Carolina 35.6525  -82.0191
## 15319           New Mexico 35.3804 -106.4731
## 15320             Virginia 38.2120  -78.8283
## 15321             New York 42.2264  -73.7268
## 15322                 Iowa 40.8949  -95.6736
## 15323             Kentucky 37.7356  -82.7663
## 15324        West Virginia 37.8350  -81.1275
## 15325             Arkansas 35.5472  -91.9734
## 15326           California 34.2652 -118.9984
## 15327             Kentucky 37.9970  -83.8926
## 15328           New Jersey 39.5088  -74.5922
## 15329            Wisconsin 43.2182  -88.5159
## 15330             Colorado 38.7467 -105.1851
## 15331                 Iowa 43.3602  -91.2256
## 15332        West Virginia 39.3150  -81.5088
## 15333              Florida 27.3823  -82.5167
## 15334         Pennsylvania 40.2420  -78.8501
## 15335           California 38.6629 -121.4016
## 15336         Pennsylvania 40.0038  -78.3736
## 15337                 Ohio 40.9835  -82.1914
## 15338                Maine 43.7380  -70.4236
## 15339                 Iowa 41.4498  -95.6173
## 15340                Texas 31.2837 -105.8446
## 15341             Missouri 39.7432  -92.2602
## 15342         South Dakota 43.3978  -97.1334
## 15343             Michigan 42.2127  -86.3760
## 15344             Michigan 42.2157  -86.0534
## 15345            Louisiana 30.0474  -90.8823
## 15346                 Iowa 43.0722  -95.9039
## 15347       South Carolina 34.8348  -81.6811
## 15348               Alaska 59.7511 -161.8992
## 15349           California 39.1314 -123.1648
## 15350            Minnesota 43.5540  -92.0075
## 15351       North Carolina 35.0357  -76.6816
## 15352             Missouri 36.6707  -93.9399
## 15353                 Ohio 40.8032  -80.8772
## 15354             Michigan 44.9361  -84.8845
## 15355          Mississippi 33.9764  -89.6845
## 15356          Puerto Rico 18.2280  -65.8615
## 15357                Texas 31.2848  -97.0607
## 15358             Arkansas 35.3280  -93.2416
## 15359             Illinois 40.7463  -90.9094
## 15360             Oklahoma 34.9696  -94.7212
## 15361             Arkansas 36.3739  -92.5387
## 15362                Texas 32.9011  -95.9397
## 15363        New Hampshire 42.9640  -71.6389
## 15364           New Mexico 33.1448 -105.7897
## 15365              Wyoming 41.2724 -110.3342
## 15366              Alabama 32.8895  -86.2150
## 15367             Colorado 39.6251 -105.0511
## 15368                 Utah 39.9511 -111.9008
## 15369                 Ohio 39.2154  -84.4556
## 15370         Pennsylvania 40.1157  -76.0517
## 15371               Oregon 44.5055 -122.8959
## 15372                 Ohio 40.9174  -84.7050
## 15373              Indiana 40.5066  -85.8244
## 15374                 Ohio 40.8478  -80.6188
## 15375                 Ohio 41.4078  -83.8680
## 15376             Oklahoma 35.1570  -99.1736
## 15377         Pennsylvania 40.2994  -79.8555
## 15378             Missouri 38.7141  -90.2895
## 15379           California 39.4646 -121.2633
## 15380                Texas 29.6728  -97.9686
## 15381              Indiana 40.6739  -85.7222
## 15382             Illinois 40.2279  -90.3565
## 15383           California 34.6640 -120.1170
## 15384                Texas 28.9627  -96.0645
## 15385       South Carolina 34.7023  -81.2391
## 15386                Texas 26.1864  -97.6114
## 15387                Texas 29.2980  -94.9159
## 15388             Maryland 38.9793  -77.0742
## 15389         Rhode Island 41.4625  -71.6585
## 15390           California 37.9668 -122.1361
## 15391            Wisconsin 45.5261  -92.5015
## 15392             Colorado 37.1738 -105.9373
## 15393              Arizona 34.6407 -111.1073
## 15394             Nebraska 42.4301  -97.0986
## 15395                 Ohio 39.1949  -83.4703
## 15396              Indiana 39.1859  -87.2989
## 15397       North Carolina 34.8623  -80.7489
## 15398       South Carolina 33.5301  -80.5712
## 15399           Washington 48.7075 -119.4409
## 15400             Illinois 39.6574  -88.0275
## 15401             Oklahoma 36.3012  -94.9978
## 15402           New Jersey 41.2192  -74.8229
## 15403                 Ohio 40.9342  -84.3383
## 15404                 Ohio 40.1528  -80.7079
## 15405           Washington 48.0553 -121.9811
## 15406                Texas 31.5382  -97.4465
## 15407               Kansas 37.4378 -100.9880
## 15408         Pennsylvania 40.1873  -76.7269
## 15409             Illinois 39.9855  -88.8197
## 15410             Michigan 42.9168  -84.3749
## 15411             Illinois 38.2124  -89.6840
## 15412        West Virginia 38.6108  -81.9817
## 15413                 Iowa 43.3602  -95.1264
## 15414         Pennsylvania 40.6078  -76.2284
## 15415              Arizona 31.7234 -110.0798
## 15416            Wisconsin 43.3982  -88.5320
## 15417             New York 40.9614  -73.1324
## 15418               Alaska 57.6960 -152.6276
## 15419           New Mexico 32.7765 -108.2030
## 15420         Pennsylvania 40.9756  -80.4878
## 15421              Georgia 31.7264  -81.4438
## 15422             Colorado 39.6984 -104.5773
## 15423             Kentucky 38.2697  -84.6831
## 15424             New York 43.2640  -76.9954
## 15425         Pennsylvania 39.9642  -75.8823
## 15426                 Ohio 41.4680  -82.8250
## 15427                 Iowa 41.4437  -94.7660
## 15428                Texas 30.7473  -95.2163
## 15429         Pennsylvania 40.3040  -80.1220
## 15430               Kansas 39.0393  -94.7685
## 15431         Pennsylvania 41.1205  -76.5253
## 15432         Pennsylvania 40.9426  -77.7920
## 15433                 Iowa 41.9001  -93.5360
## 15434             Kentucky 37.2402  -87.4668
## 15435                Texas 31.2583  -95.9794
## 15436             Kentucky 38.0951  -85.6125
## 15437              Indiana 40.8880  -86.7374
## 15438       South Carolina 34.2282  -79.7357
## 15439          Puerto Rico 18.1838  -66.9810
## 15440          Connecticut 41.2260  -73.2591
## 15441       South Carolina 33.2287  -80.0386
## 15442             Oklahoma 35.0151  -97.6273
## 15443             Nebraska 41.2766  -98.9677
## 15444         South Dakota 44.0742  -99.5838
## 15445                Texas 28.9487  -99.8483
## 15446             Maryland 39.6426  -77.5933
## 15447           Washington 47.0064 -123.5321
## 15448          Mississippi 33.6316  -89.7154
## 15449              Florida 29.6520  -84.8881
## 15450              Georgia 31.1989  -83.8771
## 15451                 Ohio 41.4436  -84.0078
## 15452              Florida 28.7680  -80.8710
## 15453          Puerto Rico 18.1739  -66.0406
## 15454              Indiana 39.4283  -85.6287
## 15455                 Ohio 41.0204  -81.3471
## 15456             New York 42.0125  -74.0103
## 15457              Indiana 38.4008  -87.5874
## 15458             Virginia 38.9325  -78.4615
## 15459             Oklahoma 36.5054 -101.7872
## 15460             Kentucky 36.8353  -83.7598
## 15461       North Carolina 35.2457  -78.5634
## 15462              Indiana 39.8433  -85.4260
## 15463              Alabama 33.1454  -86.9372
## 15464             Michigan 43.0895  -84.3889
## 15465            Louisiana 29.9717  -93.3947
## 15466             Virginia 37.9301  -75.4943
## 15467             New York 42.5369  -76.4968
## 15468             Michigan 44.9739  -85.2057
## 15469                Texas 32.3927  -97.7405
## 15470             Kentucky 37.8962  -86.7561
## 15471              Indiana 41.5215  -85.0614
## 15472                Texas 33.2896  -96.1945
## 15473             Michigan 44.0432  -83.6934
## 15474             Oklahoma 34.8776  -96.4129
## 15475             Maryland 39.6880  -76.3876
## 15476         Pennsylvania 41.1939  -75.9312
## 15477        West Virginia 38.4327  -81.4771
## 15478                 Iowa 41.4666  -90.7170
## 15479       North Carolina 34.3583  -77.9114
## 15480               Oregon 44.7219 -123.9187
## 15481             Kentucky 37.0042  -84.6489
## 15482         Pennsylvania 40.0093  -77.1159
## 15483             Michigan 42.9834  -84.9456
## 15484             Illinois 40.2125  -88.5084
## 15485              Georgia 34.1081  -85.3388
## 15486            Wisconsin 44.9485  -90.5621
## 15487            Louisiana 31.6788  -92.1493
## 15488           California 33.3639 -117.0675
## 15489         Pennsylvania 40.7522  -77.1690
## 15490         North Dakota 46.2685 -100.2337
## 15491                 Iowa 43.4547  -96.4363
## 15492              Montana 45.8709 -112.0976
## 15493              Alabama 31.5823  -86.2569
## 15494              Florida 26.2837  -81.6629
## 15495             Kentucky 38.2865  -85.5849
## 15496                 Iowa 42.0577  -94.7266
## 15497            Louisiana 30.5749  -90.9508
## 15498          Mississippi 31.5995  -89.8746
## 15499            Tennessee 35.0349  -85.2470
## 15500                Texas 33.5793  -96.2731
## 15501            Tennessee 35.8705  -88.3937
## 15502         Pennsylvania 40.2050  -79.4970
## 15503              Georgia 34.3789  -84.3707
## 15504               Alaska 60.0745 -151.3843
## 15505              Georgia 34.8147  -85.2389
## 15506            Wisconsin 44.7655  -90.5989
## 15507              Indiana 41.0743  -85.8923
## 15508         Pennsylvania 41.0475  -78.8185
## 15509                 Ohio 41.0280  -82.2212
## 15510                Idaho 46.7380 -116.7731
## 15511         Pennsylvania 40.2327  -75.9762
## 15512             Missouri 36.5205  -94.6103
## 15513             Colorado 38.4098 -105.8424
## 15514             Maryland 39.5731  -77.1744
## 15515             Kentucky 37.9122  -85.3140
## 15516             Colorado 39.5423 -105.2967
## 15517       South Carolina 34.9762  -81.9026
## 15518              Georgia 34.9495  -83.7531
## 15519               Alaska 61.5262 -166.1146
## 15520          Mississippi 32.0322  -89.5247
## 15521                 Iowa 40.7459  -95.6447
## 15522            Louisiana 30.1028  -90.9239
## 15523            Minnesota 46.3948  -94.3548
## 15524         Pennsylvania 39.9697  -77.5844
## 15525             Illinois 38.6058  -89.4321
## 15526             Oklahoma 36.1171  -98.3167
## 15527             Missouri 38.7168  -92.0915
## 15528             Kentucky 38.4949  -82.6911
## 15529                 Iowa 40.6453  -91.5641
## 15530             Colorado 40.2697 -103.8290
## 15531             Michigan 42.3762  -85.4553
## 15532               Nevada 38.9673 -118.8240
## 15533            Wisconsin 45.1835  -87.1271
## 15534            Minnesota 44.7648  -94.8949
## 15535              Arizona 33.6175 -114.4883
## 15536              Indiana 40.8664  -87.3653
## 15537              Indiana 39.9286  -86.6260
## 15538           California 40.0275 -120.1173
## 15539               Nevada 39.0256 -119.8309
## 15540         Pennsylvania 41.0307  -76.2995
## 15541              Florida 25.8143  -81.3603
## 15542          Mississippi 30.2492  -89.6048
## 15543              Florida 25.8647  -80.3516
## 15544            Louisiana 31.3398  -92.1389
## 15545                Texas 29.4952  -95.9154
## 15546            Minnesota 43.7583  -91.5706
## 15547             Virginia 37.7863  -75.6539
## 15548             Virginia 37.7196  -75.6673
## 15549             Arkansas 35.0310  -93.2244
## 15550            Louisiana 29.9263  -91.7813
## 15551              Florida 25.4936  -80.3910
## 15552            Minnesota 44.2737  -92.5403
## 15553             Illinois 37.4239  -88.3501
## 15554       North Carolina 36.1158  -79.2898
## 15555          Puerto Rico 18.3943  -67.1138
## 15556             Illinois 41.0023  -88.5230
## 15557             Illinois 40.4936  -90.1933
## 15558           Washington 47.9218 -119.0475
## 15559           California 39.0024 -122.7794
## 15560          Puerto Rico 18.1400  -66.1702
## 15561         Pennsylvania 40.3476  -78.8861
## 15562               Kansas 39.7871  -98.2083
## 15563              Florida 29.4822  -81.6658
## 15564             Colorado 39.6463 -107.0540
## 15565           New Mexico 36.0567 -106.1185
## 15566            Louisiana 29.4133  -89.6052
## 15567         Pennsylvania 40.0868  -75.7820
## 15568                Texas 32.2795 -101.3496
## 15569              Georgia 34.9148  -85.4186
## 15570              Alabama 34.5816  -85.9849
## 15571             Virginia 37.6744  -78.8928
## 15572              Indiana 40.1889  -85.2753
## 15573             New York 43.8616  -76.0001
## 15574             Michigan 43.8363  -84.8677
## 15575              Florida 30.7083  -85.0207
## 15576                 Iowa 43.1811  -91.8679
## 15577              Montana 48.2972 -109.9918
## 15578       North Carolina 33.9121  -78.3182
## 15579             Kentucky 37.3254  -83.9621
## 15580              Indiana 41.7228  -85.4255
## 15581             New York 41.2552  -73.9621
## 15582             Missouri 38.4417  -92.9902
## 15583             Maryland 38.7112  -75.9087
## 15584         North Dakota 46.2358  -97.6696
## 15585                Idaho 42.5953 -114.1366
## 15586         Pennsylvania 39.9545  -75.9970
## 15587              Georgia 31.0714  -84.0922
## 15588         Pennsylvania 40.3473  -75.2718
## 15589           New Jersey 39.0483  -74.7653
## 15590           California 40.6529 -122.9283
## 15591             Virginia 36.6764  -78.8943
## 15592              Wyoming 41.3858 -111.0271
## 15593       South Carolina 34.0002  -79.2071
## 15594             Colorado 39.1362 -103.4731
## 15595              Alabama 34.7195  -85.9641
## 15596             Nebraska 42.6845 -103.4160
## 15597             Illinois 41.5786  -90.3399
## 15598         South Dakota 43.0278  -96.6268
## 15599          Puerto Rico 18.1194  -66.2601
## 15600            Minnesota 47.0906  -94.5885
## 15601           California 39.1899 -120.1083
## 15602               Alaska 61.7071 -149.1093
## 15603         Pennsylvania 40.7547  -75.2627
## 15604               Nevada 36.7594 -114.1412
## 15605                Texas 31.7514  -96.6523
## 15606             Michigan 43.5265  -82.7420
## 15607             Colorado 40.6420 -102.6297
## 15608                Texas 33.4176  -99.8158
## 15609                 Utah 38.2333 -112.9602
## 15610         Pennsylvania 40.7991  -79.3149
## 15611             New York 40.8118  -73.6262
## 15612             Missouri 37.9480  -92.2676
## 15613             Colorado 39.4362 -106.0350
## 15614            Wisconsin 45.3933  -92.1452
## 15615             Nebraska 41.7469  -97.7767
## 15616                Texas 25.8729  -97.3830
## 15617                 Iowa 42.0862  -95.0432
## 15618              Georgia 33.2334  -82.5959
## 15619            Wisconsin 42.5341  -90.4361
## 15620             Arkansas 33.9599  -92.1936
## 15621              Alabama 33.6148  -85.8561
## 15622       South Carolina 34.7003  -80.8991
## 15623               Alaska 62.2994 -149.9601
## 15624               Alaska 63.6797 -170.4831
## 15625            Minnesota 47.3391  -93.7929
## 15626           California 41.5442 -124.0245
## 15627            Tennessee 36.4161  -82.6242
## 15628         Pennsylvania 40.9484  -78.2277
## 15629              Indiana 39.8910  -85.5799
## 15630           California 37.7505 -120.1228
## 15631           California 38.3338 -122.5065
## 15632              Florida 27.5297  -82.7339
## 15633            Wisconsin 42.6246  -90.5914
## 15634           California 38.7980 -121.7175
## 15635         South Dakota 43.5824  -96.4656
## 15636                 Iowa 42.3046  -95.0410
## 15637              Indiana 39.8127  -85.2056
## 15638                Texas 33.5999  -96.3662
## 15639             Michigan 43.2642  -84.9276
## 15640             Oklahoma 36.0673  -95.0718
## 15641              Florida 30.7123  -87.3240
## 15642             Illinois 39.4432  -90.8730
## 15643         Pennsylvania 40.4170  -79.6232
## 15644              Arizona 32.7094 -114.6781
## 15645         Pennsylvania 40.8308  -76.8410
## 15646                 Iowa 41.6720  -90.3570
## 15647         South Dakota 44.3635  -97.1338
## 15648            Wisconsin 43.7024  -91.0112
## 15649                Texas 34.2338 -102.4091
## 15650             Illinois 39.6748  -89.8473
## 15651        West Virginia 40.0483  -80.6230
## 15652              Alabama 34.9652  -87.3735
## 15653                 Ohio 40.3263  -80.8955
## 15654              Arizona 35.8576 -110.6338
## 15655             Maryland 38.1483  -76.5201
## 15656          Puerto Rico 18.1500  -66.1569
## 15657            Minnesota 44.0656  -92.7537
## 15658             Nebraska 40.0468 -101.5402
## 15659         Pennsylvania 41.6564  -80.4225
## 15660                Texas 33.2116  -96.5635
## 15661             Kentucky 38.2510  -85.5910
## 15662              Georgia 31.4088  -82.1132
## 15663             Colorado 39.7217 -105.4313
## 15664              Georgia 32.6863  -83.3433
## 15665             Oklahoma 35.2156  -99.8686
## 15666            Minnesota 46.6628  -92.4067
## 15667               Kansas 38.7794  -95.5569
## 15668             Michigan 45.4137  -87.6091
## 15669             Delaware 38.5391  -75.0660
## 15670                 Iowa 42.9800  -93.1872
## 15671           New Mexico 36.1001 -106.0515
## 15672            Tennessee 36.0791  -86.0382
## 15673             Oklahoma 34.2306  -98.6875
## 15674                Texas 33.8292  -98.5403
## 15675             Illinois 38.6159  -89.0541
## 15676              Arizona 34.4012 -111.5100
## 15677           California 35.8890 -119.4858
## 15678                 Iowa 42.1861  -92.7151
## 15679             Missouri 38.6858  -90.2869
## 15680             Kentucky 38.9701  -84.4607
## 15681              Wyoming 42.8836 -106.3492
## 15682           California 36.7904 -121.3105
## 15683                 Iowa 43.0864  -95.6207
## 15684                 Ohio 40.4960  -81.9823
## 15685             Illinois 41.6877  -88.9800
## 15686             New York 40.8021  -73.7049
## 15687         Pennsylvania 39.8207  -78.7214
## 15688                 Iowa 41.2320  -95.6063
## 15689                 Iowa 41.8331  -90.8380
## 15690                 Utah 39.9197 -111.8258
## 15691              Vermont 43.6105  -73.2104
## 15692                 Iowa 42.6212  -96.2977
## 15693           New Jersey 40.4327  -74.8722
## 15694         Pennsylvania 40.2968  -76.2939
## 15695            Louisiana 32.5323  -92.7839
## 15696                 Iowa 41.9056  -91.2536
## 15697             Arkansas 35.1968  -91.7152
## 15698                 Ohio 39.6485  -84.5286
## 15699       South Carolina 33.9261  -80.2950
## 15700            Louisiana 31.0470  -92.5258
## 15701            Louisiana 29.7092  -90.1217
## 15702               Nevada 40.7971 -117.7603
## 15703           California 36.6816 -119.7318
## 15704         Pennsylvania 40.2453  -76.1766
## 15705               Hawaii 20.8261 -156.2917
## 15706                 Ohio 41.8561  -80.9491
## 15707            Tennessee 36.2096  -83.7485
## 15708            Tennessee 35.7391  -86.6528
## 15709         Pennsylvania 41.1162  -75.4588
## 15710         Pennsylvania 40.6861  -76.1699
## 15711                 Ohio 41.1101  -81.6722
## 15712           Washington 48.9156 -122.1336
## 15713                 Iowa 42.9342  -93.7932
## 15714             Virginia 37.0787  -76.6778
## 15715             Oklahoma 36.2053  -94.7888
## 15716                Texas 33.1483  -95.9532
## 15717             Kentucky 37.4184  -87.4809
## 15718                 Iowa 42.7229  -94.1977
## 15719             Michigan 44.6611  -85.6883
## 15720              Florida 26.6978  -80.1239
## 15721         Pennsylvania 40.4133  -75.3803
## 15722          Mississippi 33.3543  -90.5913
## 15723             Illinois 39.8663  -89.5447
## 15724           California 40.8814 -123.9930
## 15725                 Utah 37.4150 -113.6262
## 15726                Texas 33.3377 -102.2058
## 15727          Puerto Rico 18.0300  -66.0560
## 15728       North Carolina 34.8891  -79.3652
## 15729            Wisconsin 44.0696  -87.8858
## 15730             Missouri 39.2072  -93.5186
## 15731           California 38.3536 -122.2556
## 15732       North Carolina 36.2593  -77.9363
## 15733             Colorado 40.0837 -105.3313
## 15734           New Jersey 40.4400  -74.5989
## 15735               Alaska 68.3445 -166.6738
## 15736              Montana 48.4614 -115.8909
## 15737             Illinois 39.8957  -87.6520
## 15738           California 37.1100 -122.0523
## 15739             Oklahoma 36.8035  -97.7378
## 15740            Louisiana 32.7454  -93.9758
## 15741              Indiana 39.4936  -87.2667
## 15742             Missouri 39.5844  -91.3987
## 15743            Minnesota 45.4506  -94.9998
## 15744           Washington 48.0570 -122.6938
## 15745                Texas 31.5901 -106.2289
## 15746             New York 42.4529  -76.4693
## 15747             Kentucky 37.7356  -87.0013
## 15748               Hawaii 19.0698 -155.5751
## 15749          Connecticut 41.6813  -73.3523
## 15750             Illinois 39.1457  -89.1103
## 15751                 Utah 38.9202 -111.9335
## 15752             Michigan 42.0868  -84.2102
## 15753              Georgia 31.3804  -84.1592
## 15754            Minnesota 45.3824  -93.0885
## 15755            Tennessee 35.6791  -84.3999
## 15756             Illinois 40.6266  -89.2688
## 15757               Hawaii 19.5810 -155.8985
## 15758               Oregon 42.3845 -123.1408
## 15759           New Mexico 35.5757 -105.6784
## 15760           California 38.9691 -123.1173
## 15761         Pennsylvania 39.9037  -76.7912
## 15762        West Virginia 37.5697  -81.8906
## 15763         Pennsylvania 41.0424  -76.8764
## 15764             New York 42.9479  -74.2989
## 15765               Nevada 41.9165 -116.1825
## 15766             Illinois 42.3164  -90.2216
## 15767                Texas 26.3878  -98.8733
## 15768          Mississippi 33.7065  -90.7249
## 15769       North Carolina 35.0718  -79.7595
## 15770            Minnesota 46.0805  -94.8645
## 15771              Indiana 41.5616  -86.5513
## 15772           California 37.8747 -122.0585
## 15773               Kansas 38.1336  -96.1372
## 15774             Virginia 37.1267  -80.5048
## 15775       South Carolina 33.8480  -80.7663
## 15776           New Jersey 39.8099  -75.2137
## 15777                Texas 35.4332 -101.1751
## 15778        West Virginia 39.3787  -81.2634
## 15779           New Jersey 39.8367  -75.0220
## 15780          Puerto Rico 18.1840  -66.0186
## 15781         Pennsylvania 39.8081  -77.0053
## 15782               Hawaii 19.4274 -155.2213
## 15783             Kentucky 37.1707  -87.3801
## 15784             Oklahoma 34.8985  -98.2030
## 15785                Texas 26.0573  -97.6261
## 15786           New Mexico 32.4236 -104.2903
## 15787           California 33.5957 -114.7317
## 15788              Indiana 38.8247  -86.1711
## 15789             Nebraska 41.4231 -100.1936
## 15790               Kansas 39.7846  -95.0937
## 15791          Mississippi 32.5931  -89.4578
## 15792              Georgia 34.2051  -83.0309
## 15793              Indiana 38.8717  -87.4412
## 15794             Michigan 45.0694  -85.2625
## 15795            Minnesota 45.3255  -94.5456
## 15796          Mississippi 34.8380  -88.9424
## 15797              Alabama 31.5429  -86.7246
## 15798              Florida 30.7745  -87.0822
## 15799              Arizona 36.5027 -110.0512
## 15800                 Utah 41.6655 -111.1846
## 15801              Indiana 39.7911  -87.3694
## 15802                 Iowa 42.3119  -95.2545
## 15803             Illinois 38.8894  -89.8425
## 15804               Nevada 38.9678 -119.9440
## 15805             Michigan 42.0604  -86.5115
## 15806         Pennsylvania 41.1567  -74.9646
## 15807             Arkansas 33.3643  -93.5751
## 15808                Texas 29.2083  -95.5146
## 15809             Missouri 39.4256  -93.1266
## 15810                Texas 32.0788  -96.8084
## 15811             Virginia 36.6958  -79.3774
## 15812            Wisconsin 43.0178  -89.8269
## 15813             Nebraska 42.1159  -96.3667
## 15814             Arkansas 36.4574  -92.9129
## 15815          Puerto Rico 18.4166  -66.5749
## 15816            Minnesota 44.5278  -93.9091
## 15817              Montana 46.3339 -114.2232
## 15818                 Iowa 42.7131  -95.4368
## 15819             Kentucky 37.0632  -84.5922
## 15820                 Iowa 41.0276  -94.1953
## 15821           New Jersey 39.6969  -75.3561
## 15822           Washington 47.6780 -120.2175
## 15823               Alaska 58.1118 -135.4248
## 15824              Wyoming 42.8051 -106.4340
## 15825             Oklahoma 35.5096  -97.4469
## 15826           California 38.0365 -121.1846
## 15827            Wisconsin 45.0025  -90.3308
## 15828             Nebraska 40.1658  -95.9443
## 15829         Pennsylvania 40.9505  -79.7401
## 15830             New York 43.8345  -73.7647
## 15831            Minnesota 46.7224  -94.3974
## 15832                 Utah 37.3042 -113.6658
## 15833         Pennsylvania 40.1421  -74.9075
## 15834           New Mexico 34.4184 -107.5125
## 15835             Virginia 38.0838  -79.3853
## 15836             Oklahoma 36.1556  -98.9304
## 15837              Indiana 41.6743  -85.5765
## 15838                 Iowa 42.2622  -94.0711
## 15839               Nevada 40.9409 -115.6607
## 15840              Alabama 34.7577  -87.9670
## 15841         Pennsylvania 40.9748  -80.3456
## 15842             Illinois 40.8771  -88.8596
## 15843             Nebraska 42.7315  -97.4986
## 15844         South Dakota 44.2351  -96.4794
## 15845             Missouri 38.2669  -90.4325
## 15846            Wisconsin 45.0349  -90.0792
## 15847               Nevada 39.6178 -119.8231
## 15848               Alaska 63.9454 -149.0151
## 15849        West Virginia 37.9727  -82.0215
## 15850             Oklahoma 35.5778  -98.9592
## 15851             Arkansas 33.4221  -93.0670
## 15852         Pennsylvania 40.6381  -77.2730
## 15853                Texas 32.2230  -96.0223
## 15854           Washington 46.9970 -122.5423
## 15855         North Dakota 46.8431 -101.4178
## 15856            Wisconsin 43.0475  -90.3801
## 15857              Florida 29.9623  -82.9243
## 15858             Delaware 39.0081  -75.4667
## 15859             Michigan 42.9303  -84.7981
## 15860          Puerto Rico 18.2922  -66.7348
## 15861           New Mexico 36.3821 -105.2718
## 15862             Kentucky 37.1860  -87.4556
## 15863              Arizona 35.9225 -110.6569
## 15864                Texas 33.5200  -96.4844
## 15865         Pennsylvania 40.8788  -79.8473
## 15866           New Jersey 39.6170  -74.6415
## 15867            Tennessee 36.2615  -83.0788
## 15868                 Iowa 42.0929  -91.8712
## 15869             Oklahoma 36.9004  -95.9253
## 15870                 Ohio 39.8098  -82.5223
## 15871                 Ohio 40.4435  -81.7010
## 15872            Louisiana 32.5239  -93.8297
## 15873           Washington 48.5370 -121.7510
## 15874             Missouri 36.5756  -94.3916
## 15875              Florida 29.7355  -81.2413
## 15876             Michigan 42.1658  -84.2416
## 15877            Louisiana 31.6018  -91.5304
## 15878               Kansas 39.0666 -100.2347
## 15879                 Iowa 42.6174  -95.1775
## 15880            Tennessee 35.5819  -88.1195
## 15881             New York 41.7530  -74.3724
## 15882            Wisconsin 44.4281  -89.7660
## 15883            Tennessee 35.7508  -87.7958
## 15884         Pennsylvania 40.2737  -80.4672
## 15885         North Dakota 48.9211  -97.9176
## 15886                 Iowa 40.8539  -91.2072
## 15887       North Carolina 36.3995  -78.1575
## 15888        West Virginia 38.4748  -81.8119
## 15889             Colorado 38.9083 -106.9606
## 15890        West Virginia 38.6702  -80.7717
## 15891       North Carolina 36.2210  -78.9207
## 15892             Nebraska 41.8111 -103.5017
## 15893                 Iowa 43.0524  -92.9477
## 15894                 Iowa 41.5168  -92.0777
## 15895               Oregon 42.8859 -124.0734
## 15896        West Virginia 39.3741  -80.3484
## 15897               Kansas 38.6495  -95.6114
## 15898               Alaska 67.7330 -164.5212
## 15899              Arizona 33.2953 -112.1615
## 15900         Pennsylvania 40.7151  -79.0105
## 15901             Oklahoma 35.1334  -96.7780
## 15902             New York 44.6016  -74.9738
## 15903          Mississippi 33.6913  -89.7525
## 15904              Georgia 34.2823  -84.7481
## 15905              Indiana 40.6157  -85.5039
## 15906             Kentucky 37.5319  -85.8947
## 15907              Georgia 31.6238  -85.0528
## 15908             Nebraska 40.7742  -98.3708
## 15909               Kansas 38.8943 -101.7511
## 15910              Montana 45.2946 -108.9167
## 15911              Vermont 44.1500  -72.4498
## 15912             Arkansas 35.5674  -92.1688
## 15913                Idaho 43.7218 -111.9925
## 15914            Wisconsin 43.6465  -87.9151
## 15915          Mississippi 33.5172  -90.3444
## 15916             Missouri 36.8463  -89.6911
## 15917                 Iowa 42.4775  -95.7831
## 15918          Puerto Rico 18.4718  -67.0787
## 15919             Illinois 37.1145  -89.2023
## 15920                Texas 30.0172 -100.2128
## 15921              Georgia 32.9849  -84.5819
## 15922              Alabama 34.0641  -86.2863
## 15923               Oregon 42.2751 -121.8747
## 15924         South Dakota 44.4617 -103.6381
## 15925              Florida 27.2160  -80.2401
## 15926           California 34.2586 -118.6642
## 15927             New York 40.8215  -72.5987
## 15928           California 39.2101 -120.0965
## 15929                Texas 26.0233  -97.5379
## 15930            Wisconsin 44.1788  -89.2442
## 15931                 Iowa 42.5678  -92.1609
## 15932              Georgia 31.3218  -83.9170
## 15933         Pennsylvania 40.3635  -78.7919
## 15934           California 37.9056 -122.5186
## 15935             Virginia 36.6128  -78.9221
## 15936             Nebraska 40.1106  -96.1530
## 15937            Wisconsin 46.5120  -91.6995
## 15938           Washington 47.3326 -118.6894
## 15939                 Ohio 40.9604  -82.8547
## 15940        West Virginia 38.2818  -81.5653
## 15941            Tennessee 36.5560  -82.4642
## 15942             Virginia 37.5525  -76.3331
## 15943             Colorado 38.8192 -102.3521
## 15944             Arkansas 35.4468  -93.7644
## 15945            Wisconsin 45.4585  -92.4528
## 15946           New Mexico 36.3380 -106.1844
## 15947                 Ohio 40.8991  -80.7678
## 15948             Missouri 39.9861  -95.1433
## 15949        West Virginia 39.2963  -80.7751
## 15950          Puerto Rico 18.4412  -66.2156
## 15951              Florida 29.1460  -83.0388
## 15952                Texas 32.5329  -94.8946
## 15953               Oregon 45.4531 -121.1288
## 15954        West Virginia 38.2153  -81.4442
## 15955                 Iowa 40.7347  -91.9604
## 15956         South Dakota 43.4236  -97.2605
## 15957             Michigan 44.9072  -83.4287
## 15958             Oklahoma 36.3798  -95.5969
## 15959       South Carolina 34.6512  -80.3866
## 15960                Texas 32.1214  -96.9498
## 15961              Arizona 34.0860 -109.9149
## 15962            Tennessee 35.9066  -84.8847
## 15963         North Dakota 46.8841 -102.3332
## 15964                Texas 26.8719  -99.2584
## 15965            Tennessee 35.3576  -85.5656
## 15966           California 37.7457 -121.9881
## 15967        Massachusetts 42.2487  -73.3626
## 15968            Wisconsin 43.5782  -90.6381
## 15969             Arkansas 34.9483  -90.4707
## 15970         South Dakota 45.7707  -99.6207
## 15971              Indiana 38.1617  -87.4482
## 15972                Texas 27.7132  -98.1346
## 15973           New Mexico 35.7487 -105.9209
## 15974               Oregon 44.7046 -122.8508
## 15975            Tennessee 36.2761  -84.9970
## 15976             Virginia 36.9679  -79.8710
## 15977              Florida 26.4894  -80.0573
## 15978             Oklahoma 34.7523  -95.0409
## 15979                Idaho 43.8871 -111.6723
## 15980              Alabama 34.1422  -86.2218
## 15981               Kansas 38.5066  -96.2615
## 15982                 Ohio 40.2690  -83.2075
## 15983               Oregon 43.1848 -123.4999
## 15984                Idaho 42.7955 -112.2448
## 15985             Michigan 44.6767  -85.6564
## 15986           California 39.4928 -123.7812
## 15987            Wisconsin 44.6425  -90.1048
## 15988              Indiana 40.9853  -86.8834
## 15989        New Hampshire 44.6048  -71.5201
## 15990              Florida 30.6772  -86.8310
## 15991             Michigan 43.2492  -83.3720
## 15992            Louisiana 31.9805  -91.6551
## 15993             Oklahoma 35.7454  -94.6428
## 15994             New York 41.0230  -72.3140
## 15995                Idaho 44.5055 -114.2281
## 15996              Georgia 33.9368  -83.7102
## 15997                 Iowa 41.3651  -91.9533
## 15998                 Iowa 42.4827  -91.2702
## 15999         Pennsylvania 39.9010  -75.3274
## 16000            Minnesota 45.5976  -92.9869
## 16001             Arkansas 34.5602  -92.4989
## 16002         Pennsylvania 40.1542  -76.7515
## 16003             Michigan 42.1054  -84.2487
## 16004                Texas 29.5723  -97.1465
## 16005             Illinois 39.0604  -88.3815
## 16006           California 38.2309 -121.4249
## 16007       North Carolina 34.8271  -77.9251
## 16008             Maryland 39.6068  -77.7053
## 16009       South Carolina 33.3081  -79.9573
## 16010           New Mexico 35.4969 -108.8699
## 16011         South Dakota 44.0987 -102.8405
## 16012              Montana 45.4150 -110.6533
## 16013           New Jersey 40.8717  -74.4759
## 16014            Wisconsin 43.3351  -89.3726
## 16015             New York 40.6216  -73.7068
## 16016         South Dakota 43.1165  -96.9596
## 16017             Nebraska 41.0913 -102.4700
## 16018              Montana 47.3187 -114.0956
## 16019             New York 42.2361  -73.8822
## 16020                 Iowa 41.7306  -92.2949
## 16021             Michigan 43.1661  -83.5247
## 16022               Oregon 44.5875 -121.1760
## 16023       North Carolina 35.3774  -77.8923
## 16024          Connecticut 41.4811  -73.4379
## 16025             Nebraska 42.5984  -97.6481
## 16026             Oklahoma 35.0992  -97.5663
## 16027            Louisiana 31.6677  -92.8877
## 16028         Pennsylvania 40.1106  -76.7149
## 16029         Pennsylvania 40.5382  -75.3782
## 16030              Wyoming 44.5731 -106.9142
## 16031             Illinois 39.8498  -89.2521
## 16032               Kansas 39.0358  -95.3929
## 16033             Nebraska 40.7800  -97.8117
## 16034              Arizona 31.5436 -110.7478
## 16035                Texas 32.1562  -96.1054
## 16036              Alabama 32.6489  -87.8671
## 16037              Wyoming 44.8733 -107.2624
## 16038              Alabama 31.4952  -87.9690
## 16039             Arkansas 35.7305  -91.6856
## 16040           California 41.9533 -121.4751
## 16041         Pennsylvania 40.2016  -76.3675
## 16042                Texas 32.3675  -95.6983
## 16043               Nevada 38.9937 -119.9233
## 16044          Puerto Rico 18.1016  -65.8342
## 16045                Texas 30.3403  -95.3540
## 16046         Pennsylvania 41.3770  -79.7073
## 16047       South Carolina 33.2130  -80.4478
## 16048            Minnesota 43.5133  -92.5079
## 16049             Virginia 37.0390  -78.4804
## 16050         South Dakota 43.3300  -96.7683
## 16051                 Ohio 41.1761  -80.9866
## 16052        West Virginia 37.2805  -81.2450
## 16053                 Iowa 41.7199  -94.4026
## 16054                 Iowa 42.5115  -93.3805
## 16055              Arizona 35.8537 -111.4269
## 16056       South Carolina 34.4013  -79.3566
## 16057             Arkansas 35.4944  -94.1388
## 16058              Arizona 33.2731 -112.1627
## 16059              Arizona 33.7778 -113.6060
## 16060         Pennsylvania 40.0017  -76.4671
## 16061                 Ohio 39.2245  -82.1975
## 16062           Washington 47.6689 -122.9248
## 16063         Pennsylvania 40.8511  -80.2680
## 16064             Illinois 41.7654  -88.8845
## 16065            Wisconsin 43.8441  -88.9561
## 16066              Indiana 40.9520  -84.9955
## 16067             New York 41.5805  -73.8103
## 16068             Nebraska 40.0966  -98.9514
## 16069              Montana 48.5318 -108.7847
## 16070                 Ohio 40.4473  -82.2612
## 16071                 Ohio 41.1860  -80.7177
## 16072                 Iowa 41.8252  -93.1525
## 16073              Arizona 34.4082 -112.6156
## 16074         Pennsylvania 40.4002  -80.1396
## 16075         North Dakota 46.6494  -97.0169
## 16076             Kentucky 38.3040  -84.1450
## 16077             Kentucky 38.2834  -85.5936
## 16078             Nebraska 42.1489  -96.4929
## 16079             Maryland 39.7136  -77.4946
## 16080              Indiana 39.1129  -85.0892
## 16081                Texas 30.5882  -97.2977
## 16082                 Ohio 40.6214  -82.7764
## 16083              Alabama 33.0813  -86.8799
## 16084              Arizona 31.7390 -111.0738
## 16085           New Mexico 35.1788 -106.1728
## 16086                 Iowa 42.5819  -92.8835
## 16087              Florida 27.0451  -80.1101
## 16088           New Mexico 32.3047 -106.8367
## 16089               Oregon 45.2284 -122.7573
## 16090             Maryland 39.7018  -78.9520
## 16091              Arizona 35.0921 -111.6493
## 16092            Wisconsin 42.8195  -88.3490
## 16093             Illinois 41.3958  -89.8882
## 16094             Virginia 36.7764  -82.9433
## 16095           New Jersey 39.2018  -74.8217
## 16096                 Iowa 41.9978  -91.1417
## 16097            Louisiana 32.9699  -93.4464
## 16098                 Iowa 42.4662  -92.2502
## 16099           New Jersey 39.5731  -74.7148
## 16100              Florida 28.5375  -82.6208
## 16101             Missouri 36.9081  -89.4500
## 16102             Illinois 40.5457  -91.3829
## 16103             Illinois 41.2594  -90.6055
## 16104         North Dakota 46.2554  -99.5546
## 16105              Alabama 31.2968  -85.1103
## 16106                 Ohio 38.9683  -81.9109
## 16107            Minnesota 47.8667  -95.1060
## 16108            Louisiana 30.3156  -90.8031
## 16109       North Carolina 36.0806  -79.1718
## 16110            Minnesota 43.7171  -91.9719
## 16111            Minnesota 44.7907  -95.8079
## 16112             Missouri 39.2306  -94.6386
## 16113           California 41.9644 -121.9205
## 16114       South Carolina 34.4670  -80.2571
## 16115                Idaho 43.6753 -116.8210
## 16116           Washington 47.4842 -121.7151
## 16117         North Dakota 47.4451  -98.1259
## 16118               Alaska 60.5333 -165.1557
## 16119          Mississippi 31.8804  -91.1407
## 16120          Mississippi 30.5905  -88.4846
## 16121         Pennsylvania 40.3710  -75.6307
## 16122               Oregon 42.7497 -124.4973
## 16123             Virginia 37.2760  -80.1257
## 16124                 Iowa 43.3620  -92.5538
## 16125        West Virginia 39.4778  -79.0466
## 16126             New York 40.8158  -73.6379
## 16127               Kansas 37.1284  -96.1848
## 16128             Michigan 42.2383  -85.3360
## 16129              Florida 30.7891  -85.3644
## 16130               Hawaii 19.7917 -155.0963
## 16131             Colorado 40.0748 -106.1032
## 16132              Alabama 34.5950  -87.6719
## 16133           New Mexico 35.5200 -106.7149
## 16134           California 40.9212 -121.6295
## 16135               Oregon 46.1694 -123.5822
## 16136              Florida 30.4308  -84.5346
## 16137             Missouri 38.5509  -90.3532
## 16138               Kansas 38.7517  -95.8351
## 16139               Kansas 39.5918  -97.4003
## 16140             Illinois 40.5670  -87.8922
## 16141             Illinois 37.7979  -89.3364
## 16142                Texas 32.2956 -101.3089
## 16143             New York 43.1396  -77.2793
## 16144         South Dakota 43.2973 -103.8323
## 16145             Missouri 38.5005  -94.6025
## 16146            Minnesota 46.0703  -93.6669
## 16147             New York 40.9728  -72.5560
## 16148            Wisconsin 44.4449  -88.5768
## 16149       North Carolina 34.6418  -78.4969
## 16150              Alabama 33.2196  -86.8820
## 16151       North Carolina 35.4716  -80.2586
## 16152             New York 41.9534  -73.5113
## 16153             Oklahoma 36.2647  -94.6923
## 16154           Washington 48.0842 -123.1697
## 16155                 Ohio 40.7096  -83.8441
## 16156             Missouri 36.9858  -94.5922
## 16157             Kentucky 37.6494  -84.9513
## 16158              Wyoming 42.7416 -106.3082
## 16159            Wisconsin 44.0067  -87.9246
## 16160            Minnesota 44.0422  -95.4374
## 16161           California 41.2541 -122.1361
## 16162         South Dakota 44.1293 -103.1286
## 16163             Kentucky 38.2825  -85.5784
## 16164              Indiana 38.9714  -85.7390
## 16165                 Iowa 42.6097  -95.0040
## 16166                 Ohio 41.0258  -81.1600
## 16167       North Carolina 35.6449  -78.0076
## 16168           California 39.6571 -121.6363
## 16169         Pennsylvania 40.5327  -76.9594
## 16170             Oklahoma 36.3120  -95.1074
## 16171             Illinois 40.1150  -87.9563
## 16172                Texas 31.0572  -95.1268
## 16173           New Jersey 40.1439  -74.6409
## 16174        West Virginia 39.6247  -78.2275
## 16175           California 34.8450 -118.8992
## 16176          Puerto Rico 17.9847  -65.9859
## 16177              Alabama 33.9064  -86.5178
## 16178              Florida 27.4651  -82.6958
## 16179              Florida 29.4479  -82.4680
## 16180                Idaho 48.1472 -116.1768
## 16181           California 35.6411 -118.4047
## 16182                 Ohio 39.4722  -82.9121
## 16183       North Carolina 34.6825  -78.9889
## 16184             Missouri 37.0641  -93.5551
## 16185            Wisconsin 44.1058  -88.6564
## 16186               Alaska 59.0693 -160.4728
## 16187             New York 42.2226  -78.0327
## 16188            Minnesota 48.0348  -94.8983
## 16189                Idaho 42.8847 -112.5942
## 16190            Tennessee 36.2580  -83.1966
## 16191                 Ohio 39.5544  -83.2595
## 16192              Florida 29.0072  -81.4906
## 16193              Alabama 31.9859  -87.5872
## 16194             Colorado 37.4741 -108.4998
## 16195             Missouri 40.0505  -94.5252
## 16196              Indiana 40.1074  -86.7769
## 16197           California 38.7173 -122.9034
## 16198             Nebraska 40.3328  -98.4483
## 16199            Wisconsin 44.6266  -90.0144
## 16200           California 38.4684 -123.0148
## 16201           New Mexico 36.3623 -104.5997
## 16202             Missouri 39.3024  -93.6759
## 16203            Minnesota 44.4158  -94.9248
## 16204             Maryland 39.0360  -77.0934
## 16205                Texas 29.9585  -94.0354
## 16206          Puerto Rico 18.1021  -65.4798
## 16207         Pennsylvania 40.5562  -79.8054
## 16208             Illinois 38.8234  -89.5394
## 16209                Texas 33.8710 -101.5974
## 16210              Alabama 33.3078  -85.4864
## 16211                 Ohio 40.6584  -82.3144
## 16212             Illinois 39.8308  -90.5569
## 16213             Illinois 41.2280  -88.2464
## 16214          Puerto Rico 18.0059  -66.3475
## 16215        New Hampshire 42.8850  -70.8234
## 16216                Maine 44.9127  -68.6246
## 16217         Pennsylvania 40.3389  -79.7114
## 16218             Oklahoma 34.1772  -97.5915
## 16219             Michigan 43.4091  -84.3345
## 16220              Georgia 32.0487  -84.7981
## 16221             Maryland 38.6850  -76.1702
## 16222               Kansas 37.0350  -97.6089
## 16223          Mississippi 31.1707  -88.9252
## 16224                Texas 32.7460 -100.3795
## 16225             Arkansas 35.0193  -90.7317
## 16226           California 34.6395 -120.1091
## 16227                 Ohio 41.3608  -81.4727
## 16228                 Iowa 43.3092  -96.4344
## 16229                 Ohio 40.2341  -84.4076
## 16230             Missouri 39.0195  -94.3132
## 16231             Michigan 42.3378  -85.3525
## 16232           California 33.7482 -117.6285
## 16233         Pennsylvania 41.7338  -77.6454
## 16234              Arizona 36.0992 -110.2209
## 16235              Montana 45.5242 -109.4473
## 16236                 Utah 39.5561 -111.8607
## 16237             Illinois 40.0849  -89.7406
## 16238           Washington 47.6436 -122.8222
## 16239             Arkansas 36.1070  -91.1074
## 16240                 Ohio 40.0216  -84.6625
## 16241              Indiana 40.1944  -86.6673
## 16242                 Iowa 42.9798  -95.6835
## 16243             Arkansas 35.1003  -92.7733
## 16244             Missouri 38.9092  -91.4529
## 16245            Tennessee 35.2342  -88.6131
## 16246           New Mexico 31.9508 -106.6622
## 16247         Pennsylvania 39.9830  -75.8937
## 16248             Nebraska 42.2383  -96.4716
## 16249                Idaho 42.6504 -112.1901
## 16250            Louisiana 29.2135  -90.0308
## 16251                 Iowa 41.8462  -91.6513
## 16252           New Jersey 39.3758  -75.2130
## 16253          Mississippi 34.3222  -90.4541
## 16254              Florida 26.5782  -81.8614
## 16255             Michigan 47.0316  -88.5285
## 16256             Delaware 38.6353  -75.6024
## 16257          Mississippi 34.2103  -88.6655
## 16258             Nebraska 40.6189  -98.6576
## 16259                Texas 32.6057  -97.9359
## 16260         Pennsylvania 39.8843  -76.9888
## 16261                Texas 33.4859  -97.1601
## 16262            Minnesota 48.7659  -96.9427
## 16263           New Mexico 36.0706 -106.0974
## 16264           California 35.6546 -117.8213
## 16265             Arkansas 33.0418  -92.1818
## 16266            Wisconsin 44.3170  -88.0972
## 16267                Texas 26.4635  -97.9087
## 16268                 Iowa 42.1272  -96.1507
## 16269         South Dakota 43.9593  -97.0210
## 16270              Indiana 39.7366  -85.5715
## 16271             Illinois 38.5198  -88.0092
## 16272             Missouri 38.7629  -91.0552
## 16273             Missouri 37.0990  -89.5624
## 16274         South Dakota 43.2386  -97.5774
## 16275             New York 42.1773  -74.0226
## 16276                 Iowa 41.5004  -94.6434
## 16277             Michigan 43.7793  -86.4303
## 16278              Indiana 39.5654  -87.4326
## 16279                 Ohio 40.1481  -81.0647
## 16280         Pennsylvania 41.0240  -76.3504
## 16281               Alaska 63.5909 -148.7107
## 16282              Indiana 38.6145  -87.3532
## 16283                 Utah 41.3022 -111.8085
## 16284                 Ohio 39.2798  -84.3531
## 16285             Maryland 38.2792  -75.6533
## 16286            Tennessee 36.2428  -84.6798
## 16287         Pennsylvania 40.7232  -75.5366
## 16288           California 41.8104 -123.3892
## 16289                 Ohio 39.4421  -84.5298
## 16290             Nebraska 42.2783  -96.7263
## 16291            Louisiana 30.0602  -91.7378
## 16292                Texas 33.5291  -95.3174
## 16293         Pennsylvania 40.1291  -76.1551
## 16294         Pennsylvania 40.1199  -80.4131
## 16295            Tennessee 35.3319  -85.2000
## 16296                Texas 30.1508 -102.4079
## 16297             Missouri 40.0471  -91.5024
## 16298                 Iowa 40.8327  -95.3038
## 16299       North Carolina 35.2335  -81.5159
## 16300             Michigan 45.4425  -84.7871
## 16301         Pennsylvania 40.2311  -77.0728
## 16302                 Ohio 38.8169  -82.7282
## 16303       South Carolina 34.7694  -82.7767
## 16304              Montana 48.5564 -113.0151
## 16305            Louisiana 30.2406  -91.2864
## 16306       North Carolina 34.9551  -78.5137
## 16307             Virginia 37.5095  -76.9863
## 16308       South Carolina 33.0079  -80.1560
## 16309             Maryland 38.4728  -76.4895
## 16310            Louisiana 32.9074  -93.6991
## 16311                Texas 30.2539  -95.3301
## 16312            Minnesota 44.9041  -94.1986
## 16313       North Carolina 36.4479  -77.5603
## 16314                 Ohio 39.8613  -81.9087
## 16315             Arkansas 34.2662  -93.4634
## 16316                 Iowa 42.4610  -95.1526
## 16317           New Jersey 40.8698  -74.8810
## 16318             Oklahoma 35.9391  -95.2989
## 16319       North Carolina 35.6366  -77.9326
## 16320       South Carolina 34.4741  -79.3258
## 16321             Michigan 42.6251  -85.7633
## 16322             Missouri 38.8156  -90.9627
## 16323             Arkansas 35.1534  -93.8078
## 16324                Texas 29.5831  -98.4893
## 16325         Pennsylvania 40.4334  -76.1107
## 16326            Wisconsin 44.8270  -89.1664
## 16327        Massachusetts 42.6138  -71.9384
## 16328             Missouri 37.0042  -91.3270
## 16329         South Dakota 44.0117  -97.5246
## 16330       North Carolina 34.8313  -78.3497
## 16331            Minnesota 47.5339  -96.2893
## 16332       South Carolina 33.8629  -81.1996
## 16333            Minnesota 44.2306  -95.2676
## 16334              Alabama 33.1068  -86.5825
## 16335             New York 42.9611  -78.4028
## 16336                Texas 31.4916  -94.9473
## 16337                Texas 30.6127  -94.4105
## 16338         North Dakota 46.3173 -100.6357
## 16339              Arizona 35.7016 -109.5504
## 16340            Tennessee 35.3458  -85.7113
## 16341        West Virginia 39.1266  -79.4609
## 16342          Mississippi 31.8897  -88.9878
## 16343              Alabama 34.6703  -87.3260
## 16344          Mississippi 32.4491  -89.4889
## 16345       North Carolina 35.7684  -81.4312
## 16346              Indiana 40.0880  -87.0655
## 16347            Louisiana 30.4202  -92.0438
## 16348                 Iowa 42.2779  -94.2897
## 16349               Alaska 62.0911 -163.7209
## 16350             Michigan 41.9541  -86.4879
## 16351             Illinois 37.8349  -89.1443
## 16352                 Ohio 41.5236  -82.7285
## 16353           Washington 48.2265 -122.2537
## 16354           New Mexico 32.9532 -105.7326
## 16355         North Dakota 47.7384  -97.5707
## 16356                Texas 26.1708  -97.8440
## 16357               Kansas 39.0152  -96.2871
## 16358             Michigan 44.5033  -85.6720
## 16359                Texas 26.2031  -97.4764
## 16360             Illinois 40.6353  -91.1645
## 16361                 Utah 38.7059 -112.0587
## 16362              Indiana 40.6601  -86.1015
## 16363              Indiana 38.3421  -86.2754
## 16364            Wisconsin 42.7014  -89.8657
## 16365                Idaho 46.9235 -116.8976
## 16366              Indiana 41.0803  -86.8905
## 16367        West Virginia 38.4870  -82.2930
## 16368             Michigan 42.3783  -84.6965
## 16369         Pennsylvania 40.3704  -78.6691
## 16370         South Dakota 44.5768  -96.9011
## 16371             Maryland 39.4859  -77.2482
## 16372              Florida 28.1830  -82.1539
## 16373              Vermont 44.5232  -72.9463
## 16374                Texas 31.2060  -97.0334
## 16375                Texas 32.2963 -102.5298
## 16376       North Carolina 35.3217  -83.8094
## 16377             Missouri 38.6923  -90.2877
## 16378               Kansas 38.3758  -94.7120
## 16379             Kentucky 38.2146  -85.6143
## 16380              Arizona 35.2714 -109.2237
## 16381         Pennsylvania 40.5559  -79.1558
## 16382             Missouri 38.6788  -94.5980
## 16383               Kansas 38.0237  -97.6715
## 16384              Alabama 32.4513  -85.7864
## 16385             Nebraska 41.4462  -97.7322
## 16386             Arkansas 35.1600  -92.6430
## 16387           New Mexico 35.8423 -108.7503
## 16388              Montana 45.4588 -112.1946
## 16389                 Iowa 43.3908  -95.1389
## 16390              Montana 47.5523 -111.5608
## 16391                 Utah 41.0137 -111.4931
## 16392                Texas 32.2436  -94.4561
## 16393               Oregon 42.0133 -121.4096
## 16394         Pennsylvania 41.2429  -75.4449
## 16395         North Dakota 46.0734  -96.8918
## 16396             Missouri 38.6938  -90.3125
## 16397             Michigan 43.2086  -85.0739
## 16398            Minnesota 43.6662  -94.6073
## 16399           New Jersey 41.1471  -74.7494
## 16400            Wisconsin 44.4390  -90.1301
## 16401             Illinois 38.9942  -88.9554
## 16402       North Carolina 35.2236  -77.6333
## 16403       North Carolina 34.9598  -77.9659
## 16404          Puerto Rico 18.0617  -65.9136
## 16405             Missouri 38.1874  -91.9501
## 16406                Texas 29.6824  -95.9910
## 16407           California 33.7091 -117.6299
## 16408            Wisconsin 42.5700  -90.3835
## 16409                 Ohio 40.6912  -84.6497
## 16410               Nevada 39.4019 -114.7775
## 16411           California 38.2975 -120.9174
## 16412         Pennsylvania 39.8313  -75.7565
## 16413           New Jersey 40.7343  -74.4877
## 16414              Indiana 39.5123  -87.4631
## 16415              Vermont 44.8125  -71.8862
## 16416             Maryland 38.7008  -76.3353
## 16417              Florida 29.0484  -81.2966
## 16418            Wisconsin 44.2036  -89.8377
## 16419             Kentucky 38.2968  -85.6108
## 16420           California 38.2506 -122.7888
## 16421         Pennsylvania 41.3690  -79.9311
## 16422                 Iowa 42.3170  -95.6000
## 16423            Minnesota 43.5198  -91.7680
## 16424              Georgia 34.1238  -83.2202
## 16425         Pennsylvania 40.5965  -75.1988
## 16426             Kentucky 37.4300  -83.9859
## 16427              Alabama 33.5287  -86.9572
## 16428              Alabama 34.0013  -86.2304
## 16429          Puerto Rico 18.4643  -66.3517
## 16430           Washington 47.9837 -121.9128
## 16431                Texas 31.0300  -96.1161
## 16432             Virginia 37.1688  -80.5110
## 16433            Wisconsin 45.7826  -92.3823
## 16434              Indiana 40.8643  -86.5001
## 16435             Illinois 40.5728  -89.8130
## 16436          Mississippi 30.4881  -88.5056
## 16437             Arkansas 35.4375  -93.6647
## 16438             Michigan 44.8108  -83.5605
## 16439           California 35.4056 -119.3142
## 16440             Illinois 42.2272  -87.9783
## 16441             Nebraska 41.1781  -97.5498
## 16442           New Jersey 40.6971  -75.1452
## 16443               Kansas 38.1488  -98.0883
## 16444              Alabama 34.5558  -85.6224
## 16445           New Mexico 35.9726 -106.0927
## 16446             Nebraska 40.4786  -95.7313
## 16447            Tennessee 35.8328  -83.9358
## 16448          Mississippi 31.1611  -90.8006
## 16449              Alabama 33.1948  -86.2650
## 16450                Texas 33.4283  -95.9482
## 16451          Connecticut 41.9595  -73.4485
## 16452                 Ohio 41.5562  -84.7693
## 16453         Pennsylvania 40.5713  -77.3951
## 16454               Kansas 38.3686  -96.5425
## 16455             Kentucky 38.2615  -85.6306
## 16456             Illinois 41.2589  -89.3216
## 16457             Nebraska 42.5649  -96.7092
## 16458             New York 42.9376  -73.7958
## 16459             Missouri 38.5127  -92.4385
## 16460       South Carolina 33.9174  -79.7441
## 16461        West Virginia 37.3619  -81.5415
## 16462               Oregon 45.5704 -117.5286
## 16463                Idaho 42.1873 -112.0046
## 16464              Florida 27.4967  -80.3417
## 16465         Pennsylvania 41.9605  -77.4379
## 16466             New York 43.0316  -74.9636
## 16467             Virginia 36.9370  -76.5842
## 16468              Montana 45.0570 -110.7421
## 16469              Georgia 31.0680  -83.6232
## 16470             Michigan 43.5691  -86.0407
## 16471              Wyoming 41.7772 -110.5357
## 16472             Illinois 38.1626  -88.0643
## 16473              Alabama 33.0282  -85.7801
## 16474             Colorado 39.5439 -104.8206
## 16475               Kansas 38.4720 -101.7546
## 16476             Oklahoma 35.1265  -95.3664
## 16477            Minnesota 44.1529  -92.8995
## 16478              Alabama 33.1239  -85.5683
## 16479              Indiana 38.3834  -87.2130
## 16480                Texas 26.0493  -97.7351
## 16481       North Carolina 36.2587  -80.2360
## 16482               Kansas 37.5925 -100.4500
## 16483            Wisconsin 43.6624  -91.2179
## 16484             Illinois 40.3079  -88.0214
## 16485                 Iowa 42.9600  -94.4457
## 16486            Louisiana 30.6150  -92.0594
## 16487            Wisconsin 44.0717  -88.3104
## 16488             Missouri 36.5977  -90.2522
## 16489         Pennsylvania 41.3336  -80.1120
## 16490             Virginia 37.1260  -82.6071
## 16491                Texas 29.4892  -98.1094
## 16492             Illinois 39.8021  -89.4067
## 16493             Michigan 42.3617  -85.8774
## 16494            Louisiana 29.3528  -89.5247
## 16495       North Carolina 36.4371  -77.2288
## 16496            Tennessee 35.0877  -88.5518
## 16497       South Carolina 33.3707  -79.1776
## 16498              Florida 26.6303  -82.0718
## 16499           New Mexico 36.5083 -104.9104
## 16500           New Mexico 35.8955 -106.1225
## 16501              Georgia 31.3853  -82.1373
## 16502       North Carolina 36.2280  -77.1136
## 16503             Illinois 42.4659  -89.6469
## 16504              Wyoming 44.6912 -106.9728
## 16505             Nebraska 41.8465 -103.6706
## 16506            Wisconsin 43.7352  -88.7819
## 16507             New York 42.1816  -76.7358
## 16508             Illinois 41.3580  -89.7391
## 16509                Texas 31.8126  -94.8412
## 16510              Georgia 34.8760  -83.9546
## 16511              Montana 45.5899 -111.1953
## 16512           New Mexico 35.0473 -107.4031
## 16513               Kansas 37.9819 -101.1332
## 16514              Montana 45.9468 -108.3462
## 16515         Pennsylvania 40.6576  -78.2713
## 16516               Kansas 37.8735  -97.6619
## 16517                 Iowa 41.2125  -92.4338
## 16518            Tennessee 35.8145  -89.2239
## 16519         Pennsylvania 41.3460  -75.9710
## 16520              Florida 29.7145  -81.4990
## 16521              Montana 48.6558 -114.9290
## 16522           New Mexico 35.1574 -106.3475
## 16523               Kansas 37.7882  -97.1078
## 16524                 Iowa 41.8912  -93.3962
## 16525            Louisiana 30.5323  -91.7518
## 16526              Georgia 31.5145  -83.7898
## 16527         Pennsylvania 41.2774  -75.9012
## 16528             Illinois 39.5544  -87.9396
## 16529              Florida 30.4435  -86.5830
## 16530          Puerto Rico 18.1601  -65.7831
## 16531           New Mexico 35.6279 -105.8980
## 16532              Alabama 33.9899  -86.5045
## 16533          Mississippi 34.8348  -88.3177
## 16534             Virginia 36.6871  -79.7872
## 16535              Georgia 33.7906  -84.2061
## 16536             Virginia 36.8657  -82.7435
## 16537                 Utah 41.8612 -111.9909
## 16538             New York 41.0369  -72.4590
## 16539           California 40.1407 -120.1782
## 16540          Mississippi 33.2635  -89.2905
## 16541             Colorado 39.9802 -105.1812
## 16542             Kentucky 37.9542  -83.6226
## 16543       North Carolina 35.8125  -80.5563
## 16544          Connecticut 41.1974  -73.2895
## 16545         Pennsylvania 41.0044  -79.3283
## 16546             Oklahoma 35.3571  -95.2637
## 16547             Maryland 39.6863  -78.7551
## 16548                 Iowa 41.5569  -91.5362
## 16549         Pennsylvania 39.9711  -76.5214
## 16550         Pennsylvania 40.2324  -76.8253
## 16551                 Ohio 41.8000  -81.1241
## 16552       South Carolina 33.3483  -80.6843
## 16553             Illinois 37.1261  -88.6276
## 16554             Illinois 40.8783  -87.9533
## 16555                 Iowa 40.7145  -91.4527
## 16556             Virginia 38.9621  -78.1414
## 16557             Nebraska 41.3972  -96.6097
## 16558             Illinois 38.6858  -88.3486
## 16559             Missouri 38.1347  -90.4582
## 16560              Florida 30.3317  -82.7562
## 16561                 Utah 39.0057 -111.8670
## 16562                 Iowa 41.8589  -90.9230
## 16563             Oklahoma 36.0827  -96.5815
## 16564         South Dakota 43.9835  -96.8148
## 16565              Alabama 34.1696  -86.6125
## 16566               Kansas 38.4156  -95.8622
## 16567             Kentucky 38.4334  -85.1689
## 16568                 Iowa 43.3944  -94.4836
## 16569             Virginia 36.5762  -78.1107
## 16570            Wisconsin 43.1636  -89.9103
## 16571               Kansas 38.8255  -98.4750
## 16572             Kentucky 38.1890  -85.6864
## 16573              Alabama 32.1802  -86.6888
## 16574             Nebraska 41.2558  -96.1292
## 16575              Indiana 40.4919  -85.1470
## 16576                 Ohio 39.0412  -82.1285
## 16577               Alaska 62.0718 -163.2805
## 16578         Pennsylvania 40.6048  -78.7071
## 16579              Montana 48.1105 -105.1969
## 16580             Oklahoma 33.9043  -97.2903
## 16581       North Carolina 35.6239  -79.0769
## 16582            Minnesota 45.7010  -94.2742
## 16583         Pennsylvania 40.5033  -75.6674
## 16584             Oklahoma 36.1765  -94.7436
## 16585           New Jersey 39.4659  -75.2036
## 16586              Indiana 39.4535  -85.6630
## 16587            Minnesota 44.2576  -93.3771
## 16588             Virginia 38.0611  -78.5987
## 16589        West Virginia 38.5289  -81.8552
## 16590          Mississippi 33.4403  -89.5665
## 16591            Louisiana 29.8457  -90.7238
## 16592           New Mexico 34.1095 -107.2319
## 16593         South Dakota 43.6541  -97.7798
## 16594             Michigan 42.0089  -85.4544
## 16595             New York 43.2398  -75.8846
## 16596              Alabama 33.7141  -87.3890
## 16597             Kentucky 37.1923  -84.1209
## 16598             Virginia 39.0933  -78.0601
## 16599                Texas 25.9227  -97.4141
## 16600             Missouri 37.1556  -92.9416
## 16601          Mississippi 32.3546  -90.4586
## 16602         Pennsylvania 40.9654  -76.8529
## 16603                 Ohio 39.6501  -82.7414
## 16604         Pennsylvania 40.5338  -77.3894
## 16605       South Carolina 34.8531  -80.8333
## 16606            Minnesota 45.3153  -94.4120
## 16607               Oregon 45.4356 -123.9344
## 16608           New Jersey 40.6537  -75.0840
## 16609             Oklahoma 34.2730  -98.2350
## 16610            Tennessee 35.0044  -85.6598
## 16611            Louisiana 29.3864  -90.7081
## 16612               Oregon 46.1543 -123.6528
## 16613                 Ohio 39.9544  -82.6878
## 16614        Massachusetts 42.0680  -70.6499
## 16615         Pennsylvania 41.6310  -75.4703
## 16616                Texas 33.5521  -94.7803
## 16617           California 41.9233 -124.1490
## 16618             New York 43.1373  -75.2680
## 16619                 Ohio 40.8159  -81.4165
## 16620           New Mexico 34.7511 -106.6530
## 16621              Alabama 34.0548  -87.5555
## 16622              Montana 48.3157 -115.5182
## 16623          Mississippi 34.9497  -88.9236
## 16624       North Carolina 33.9430  -78.2363
## 16625             Illinois 39.5883  -89.4486
## 16626          Mississippi 32.7080  -89.0498
## 16627                Texas 33.6950  -97.5231
## 16628              Montana 46.7718 -113.7169
## 16629            Tennessee 36.3531  -83.2362
## 16630       North Carolina 35.1264  -75.9212
## 16631                Texas 32.6743  -97.6482
## 16632         Pennsylvania 40.0150  -76.1529
## 16633          Connecticut 41.6343  -72.4693
## 16634       South Carolina 33.6164  -81.1030
## 16635             Missouri 36.8972  -89.5355
## 16636             Colorado 37.5085 -105.0085
## 16637                 Iowa 43.1892  -96.0032
## 16638           Washington 48.0661 -117.6288
## 16639            Minnesota 46.6292  -95.0879
## 16640            Wisconsin 45.3195  -90.2030
## 16641        West Virginia 38.4110  -80.5542
## 16642            Tennessee 36.4890  -86.6057
## 16643         Pennsylvania 40.4244  -78.6202
## 16644             Colorado 38.0554 -102.1247
## 16645        West Virginia 38.6663  -80.7116
## 16646         Pennsylvania 39.9157  -79.1574
## 16647                 Iowa 42.0145  -93.3186
## 16648            Minnesota 43.5277  -96.3594
## 16649            Minnesota 44.2239  -93.4445
## 16650                Texas 32.7716  -94.4992
## 16651                Texas 29.3076  -99.6329
## 16652             Maryland 39.4047  -75.8675
## 16653         Pennsylvania 41.2869  -75.8360
## 16654             Virginia 36.8160  -77.4689
## 16655             Illinois 42.2668  -89.8271
## 16656            Louisiana 32.0288  -92.1408
## 16657               Oregon 44.3931 -118.9494
## 16658         Pennsylvania 41.5350  -75.2021
## 16659                Texas 33.1354  -95.8394
## 16660             Kentucky 37.2374  -87.1589
## 16661             New York 40.8640  -73.5818
## 16662             Illinois 38.9684  -89.7641
## 16663         Pennsylvania 40.8251  -78.3511
## 16664          Puerto Rico 18.4428  -66.2321
## 16665         Pennsylvania 40.2348  -78.9356
## 16666       South Carolina 34.6115  -82.7667
## 16667             Maryland 38.5913  -76.7074
## 16668               Alaska 55.5556 -133.0868
## 16669         North Dakota 46.5408 -102.8669
## 16670             Michigan 44.4250  -83.3339
## 16671           Washington 48.0550 -123.0869
## 16672                Maine 44.1898  -70.1418
## 16673             New York 42.8095  -77.2582
## 16674                Texas 32.7437  -97.4123
## 16675              Indiana 40.5173  -87.3754
## 16676            Louisiana 31.0881  -92.4000
## 16677            Louisiana 30.1874  -92.5840
## 16678                Texas 32.9652 -101.8309
## 16679                Texas 33.1636  -98.3894
## 16680             Kentucky 36.6710  -86.8560
## 16681              Arizona 34.2797 -114.1277
## 16682       North Carolina 36.3230  -80.4241
## 16683             Missouri 38.0146  -90.2213
## 16684             New York 42.6605  -78.0855
## 16685              Arizona 34.1681 -114.2667
## 16686         Pennsylvania 39.9426  -76.0789
## 16687             Illinois 38.0889  -89.9322
## 16688                Texas 30.4454  -97.9080
## 16689         Pennsylvania 41.0426  -78.4466
## 16690                Idaho 43.9165 -116.1997
## 16691             New York 44.0111  -76.0425
## 16692             Oklahoma 36.6965  -94.9575
## 16693             Nebraska 40.1396  -97.7233
## 16694            Wisconsin 44.2203  -91.8579
## 16695             Oklahoma 35.6109  -99.6763
## 16696              Arizona 32.5564 -114.7811
## 16697         Pennsylvania 40.6213  -76.0565
## 16698                 Ohio 40.5090  -83.7453
## 16699                 Utah 38.9935 -110.1723
## 16700           New Mexico 35.0658 -107.6165
## 16701                 Ohio 41.3709  -83.9415
## 16702            Tennessee 35.0331  -87.5007
## 16703       North Carolina 36.2580  -80.8904
## 16704             Michigan 44.1006  -85.1438
## 16705             Illinois 38.9316  -89.8402
## 16706           New Mexico 32.2697 -106.7546
## 16707             Kentucky 37.1741  -84.6329
## 16708           California 35.3895 -120.6081
## 16709               Oregon 42.2797 -123.6151
## 16710              Indiana 39.8491  -86.8004
## 16711             Virginia 37.1236  -77.2249
## 16712             New York 42.0587  -73.9119
## 16713            Louisiana 32.8135  -93.4228
## 16714           California 37.5900 -121.8847
## 16715                 Iowa 41.7948  -91.9015
## 16716               Alaska 61.4606 -148.9155
## 16717          Puerto Rico 18.3097  -66.5603
## 16718         Pennsylvania 41.3135  -74.9621
## 16719                Idaho 44.7328 -116.4376
## 16720             Kentucky 36.8645  -83.1926
## 16721         Pennsylvania 40.7625  -76.9408
## 16722              Wyoming 43.1646 -111.0200
## 16723             Missouri 37.3354  -94.3023
## 16724               Kansas 39.6617  -99.5673
## 16725         Pennsylvania 41.0466  -77.9507
## 16726              Alabama 34.2312  -85.7704
## 16727            Louisiana 31.3266  -93.3960
## 16728         Pennsylvania 40.5742  -76.6775
## 16729            Minnesota 44.5332  -94.5242
## 16730               Kansas 37.1867  -99.7697
## 16731                 Iowa 41.5919  -94.8811
## 16732             Maryland 38.9840  -77.0740
## 16733            Minnesota 45.6626  -94.6888
## 16734                 Iowa 42.4694  -92.2297
## 16735             Missouri 37.6236  -90.6455
## 16736          Puerto Rico 18.4371  -66.1937
## 16737            Minnesota 44.9095  -93.1305
## 16738                 Iowa 42.1488  -91.6205
## 16739             Arkansas 35.6197  -90.9054
## 16740           Washington 47.8488 -122.5571
## 16741       South Carolina 34.6079  -82.1143
## 16742           Washington 46.5890 -119.1566
## 16743       North Carolina 36.2104  -81.8875
## 16744             Michigan 45.3589  -84.2274
## 16745             Oklahoma 35.6860  -97.0615
## 16746                 Ohio 39.8545  -83.1795
## 16747           New Mexico 35.1114 -106.3802
## 16748             Illinois 41.8682  -89.2225
## 16749              Georgia 33.5164  -83.6959
## 16750              Georgia 33.2096  -84.7442
## 16751                Texas 34.0150 -100.8211
## 16752         South Dakota 43.7871  -96.9280
## 16753              Indiana 38.2394  -85.9821
## 16754           California 40.7185 -122.3262
## 16755             Illinois 42.3333  -89.6356
## 16756                 Iowa 43.1470  -91.7645
## 16757         North Dakota 46.5039  -99.7683
## 16758                 Iowa 42.7037  -92.2250
## 16759             Nebraska 40.6336 -100.5112
## 16760               Nevada 36.5719 -115.7204
## 16761           New Mexico 35.5957 -105.9210
## 16762             Nebraska 40.4798  -99.1292
## 16763              Indiana 37.9370  -86.9842
## 16764              Alabama 31.2200  -86.1705
## 16765             Oklahoma 34.0278  -95.8685
## 16766             New York 41.5891  -73.9428
## 16767              Wyoming 44.2645 -104.9476
## 16768        West Virginia 39.0181  -82.0316
## 16769                Texas 31.3715  -97.0765
## 16770       North Carolina 36.2178  -80.5085
## 16771                Texas 31.1657  -96.6760
## 16772         Pennsylvania 40.3612  -75.9760
## 16773                 Iowa 42.0330  -94.2369
## 16774             Virginia 38.1091  -78.0236
## 16775         Pennsylvania 41.0006  -75.9680
## 16776        West Virginia 38.7319  -79.9725
## 16777       North Carolina 34.6980  -77.0311
## 16778               Oregon 44.3168 -123.2989
## 16779             Illinois 40.7307  -90.6638
## 16780       North Carolina 35.2867  -81.4775
## 16781             Illinois 42.4162  -88.6641
## 16782             New York 40.9607  -73.0672
## 16783                Texas 31.1953  -97.3368
## 16784             Kentucky 36.7752  -87.3580
## 16785                 Iowa 42.3945  -91.7578
## 16786            Louisiana 30.2172  -91.8271
## 16787             Michigan 43.8183  -83.1809
## 16788                 Iowa 41.2356  -95.4199
## 16789               Nevada 39.4150 -118.7165
## 16790                Texas 27.8947  -97.9685
## 16791             Arkansas 34.7808  -92.3449
## 16792             New York 42.1416  -73.5903
## 16793              Indiana 40.3797  -86.0869
## 16794             Michigan 45.5519  -84.7830
## 16795                 Iowa 42.4182  -92.2141
## 16796                 Ohio 39.1371  -84.7104
## 16797          Connecticut 41.4694  -73.5057
## 16798              Alabama 33.2336  -88.2744
## 16799             Illinois 39.5306  -88.0201
## 16800              Indiana 38.4891  -85.7679
## 16801              Montana 47.4197 -111.5252
## 16802             Kentucky 37.0749  -88.9748
## 16803              Alabama 31.4691  -88.2460
## 16804                Texas 32.0924  -96.7173
## 16805       North Carolina 34.4931  -77.4340
## 16806             Oklahoma 36.9497  -94.7805
## 16807       North Carolina 34.3160  -78.1448
## 16808            Wisconsin 43.0851  -90.8995
## 16809                Idaho 42.0124 -111.8036
## 16810        Massachusetts 42.2168  -72.2366
## 16811              Indiana 40.3140  -85.5010
## 16812             Virginia 36.7689  -81.4075
## 16813           California 36.7276 -119.4589
## 16814             Virginia 38.9329  -78.0850
## 16815             New York 42.1193  -73.5531
## 16816            Wisconsin 44.1202  -91.6970
## 16817             Maryland 39.5280  -75.8095
## 16818          Mississippi 34.2411  -89.9433
## 16819             Missouri 36.5231  -93.9387
## 16820             Arkansas 35.3817  -92.2147
## 16821              Florida 28.5409  -82.4664
## 16822                 Iowa 41.9416  -93.1023
## 16823       North Carolina 34.7359  -79.2251
## 16824               Kansas 38.7778  -95.7402
## 16825              Arizona 32.7344 -109.0972
## 16826       South Carolina 32.5555  -80.7015
## 16827               Hawaii 19.4648 -155.1324
## 16828                Texas 27.8303  -97.2211
## 16829             Illinois 40.4072  -89.6443
## 16830             New York 41.9177  -74.0337
## 16831          Mississippi 32.1061  -90.6221
## 16832           Washington 46.4046 -122.9569
## 16833             Missouri 37.7454  -90.4994
## 16834        West Virginia 39.0616  -81.3979
## 16835             Illinois 41.0722  -90.2247
## 16836             Colorado 39.6319 -105.4154
## 16837             Nebraska 41.4080 -102.3452
## 16838            Wisconsin 44.4425  -92.1481
## 16839           Washington 45.7139 -121.4704
## 16840             Oklahoma 35.4027  -97.4814
## 16841             Illinois 42.1525  -89.7402
## 16842            Louisiana 31.0110  -92.2900
## 16843           Washington 47.3316 -122.8413
## 16844              Georgia 31.2672  -83.4673
## 16845         Pennsylvania 41.1865  -77.3738
## 16846             Oklahoma 34.7494  -98.1725
## 16847            Wisconsin 43.3062  -88.8445
## 16848         Pennsylvania 39.9474  -76.2386
## 16849         Pennsylvania 40.3533  -75.9892
## 16850              Arizona 35.6037 -110.0791
## 16851                 Iowa 42.0067  -92.7750
## 16852                 Iowa 42.8916  -95.1484
## 16853                Texas 32.0562  -97.7507
## 16854                 Iowa 40.9181  -92.2182
## 16855            Wisconsin 46.3495  -91.8207
## 16856              Georgia 32.0331  -84.3946
## 16857           California 36.8275 -118.2132
## 16858             Kentucky 37.6592  -85.5886
## 16859             Colorado 39.8785 -105.7828
## 16860           New Mexico 36.0367 -106.1004
## 16861             Illinois 37.3619  -88.4870
## 16862               Kansas 37.3095  -94.7741
## 16863             New York 44.0356  -75.9033
## 16864            Minnesota 45.1481  -94.6815
## 16865             Virginia 38.5346  -77.8083
## 16866             New York 41.8931  -74.8255
## 16867             Oklahoma 35.1831  -94.4811
## 16868              Georgia 31.2263  -81.7880
## 16869         Pennsylvania 40.8995  -76.8090
## 16870              Florida 27.7942  -81.9784
## 16871             Illinois 38.1850  -89.6045
## 16872             Illinois 38.5371  -89.4672
## 16873             Illinois 42.2553  -90.2737
## 16874           New Mexico 35.1473 -107.3814
## 16875              Florida 24.7710  -80.9132
## 16876           California 37.4308 -120.0995
## 16877             Arkansas 36.3980  -94.0710
## 16878        West Virginia 39.4930  -80.2572
## 16879           Washington 46.8304 -124.0898
## 16880         Pennsylvania 40.1256  -79.8671
## 16881              Florida 30.7826  -87.2309
## 16882             Illinois 41.1784  -90.3221
## 16883                 Ohio 39.9857  -83.0614
## 16884          Puerto Rico 18.3602  -66.8353
## 16885                 Utah 38.6834 -112.1488
## 16886       South Carolina 35.0408  -82.1024
## 16887             Oklahoma 36.5849  -98.8776
## 16888             Oklahoma 35.5923  -98.2911
## 16889             Nebraska 40.2530  -99.6323
## 16890             Missouri 40.1166  -91.9146
## 16891                 Ohio 39.2608  -81.7020
## 16892        West Virginia 38.0808  -81.8342
## 16893               Oregon 42.1314 -121.7566
## 16894                 Ohio 38.9189  -83.9853
## 16895             New York 42.0203  -74.0850
## 16896           California 35.7533 -118.4321
## 16897              Georgia 34.9706  -85.4078
## 16898                Texas 29.3214  -99.4696
## 16899         Pennsylvania 41.9040  -80.3418
## 16900              Arizona 34.9382 -111.6318
## 16901                 Iowa 43.1300  -94.8987
## 16902              Florida 30.5705  -84.7324
## 16903         Pennsylvania 41.6847  -79.4004
## 16904                 Iowa 42.9553  -91.6354
## 16905                 Ohio 40.4358  -81.3700
## 16906         South Dakota 44.5214  -99.4394
## 16907           California 40.9723 -124.0250
## 16908              Georgia 34.2319  -84.9444
## 16909           California 36.0089 -119.9629
## 16910            Tennessee 35.6468  -88.2700
## 16911             Arkansas 34.4069  -92.8077
## 16912           New Mexico 35.5841 -106.0584
## 16913             Illinois 40.4233  -89.4214
## 16914                Texas 33.8478  -96.8147
## 16915                Idaho 48.2606 -116.6098
## 16916              Florida 28.4417  -82.4610
## 16917           Washington 47.1862 -120.9526
## 16918              Indiana 41.5277  -85.6964
## 16919            Wisconsin 43.1229  -88.3838
## 16920       South Carolina 33.7397  -81.1052
## 16921               Kansas 38.9029  -97.1163
## 16922                 Iowa 42.0083  -92.0897
## 16923                Texas 31.3627  -96.1455
## 16924       North Carolina 34.4891  -78.6559
## 16925               Alaska 61.5295 -165.5941
## 16926             Maryland 38.9868  -76.1633
## 16927             Kentucky 37.3392  -82.7186
## 16928             Kentucky 37.8693  -82.5398
## 16929              Indiana 39.0704  -87.2590
## 16930              Georgia 32.4410  -82.2145
## 16931            Minnesota 46.3234  -95.4424
## 16932              Georgia 31.4840  -82.0171
## 16933              Florida 30.7234  -85.9374
## 16934              Indiana 39.3389  -85.2040
## 16935             Missouri 38.8124  -91.1220
## 16936                 Ohio 40.8188  -83.1312
## 16937            Wisconsin 43.6928  -88.3642
## 16938               Kansas 37.2582  -99.3378
## 16939             Maryland 39.5549  -77.8016
## 16940              Georgia 32.8946  -84.4057
## 16941              Indiana 39.5337  -87.0730
## 16942                 Ohio 40.9517  -83.1709
## 16943         Pennsylvania 40.7814  -76.2449
## 16944         Pennsylvania 40.9310  -80.3591
## 16945             Oklahoma 34.0609  -96.5925
## 16946             New York 43.3213  -78.3891
## 16947       North Carolina 36.4965  -77.6449
## 16948             Nebraska 40.5256  -98.0550
## 16949             Arkansas 36.2090  -91.9183
## 16950         Pennsylvania 40.6374  -78.2948
## 16951             Missouri 36.7019  -93.1617
## 16952         South Dakota 43.5705 -101.6614
## 16953             Arkansas 33.2622  -93.8852
## 16954                 Ohio 40.8997  -81.7329
## 16955             New York 42.8367  -77.7030
## 16956             Michigan 43.6777  -84.3803
## 16957              Montana 46.4161 -114.1492
## 16958             Oklahoma 35.4581  -95.9483
## 16959              Georgia 34.3172  -84.5499
## 16960             Colorado 37.2735 -105.9597
## 16961            Wisconsin 44.3318  -89.1672
## 16962        West Virginia 38.2109  -81.4218
## 16963       South Carolina 34.9846  -81.8222
## 16964                Idaho 43.7267 -116.7998
## 16965              Indiana 40.3619  -85.9584
## 16966                 Ohio 41.2820  -81.2223
## 16967                 Iowa 41.2901  -91.5545
## 16968              Alabama 33.4490  -86.4645
## 16969              Wyoming 41.5842 -109.2801
## 16970       North Carolina 34.9972  -79.2292
## 16971             Delaware 38.8102  -75.4250
## 16972             Illinois 41.7861  -90.2163
## 16973             Michigan 42.6597  -83.7446
## 16974             Illinois 40.3067  -87.7977
## 16975                Texas 32.4958  -97.3033
## 16976             Colorado 38.2407 -104.5867
## 16977             Maryland 39.6124  -78.8082
## 16978             New York 42.7401  -75.5436
## 16979            Louisiana 32.8963  -93.4517
## 16980         Pennsylvania 39.7341  -77.5280
## 16981           California 39.6715 -123.4945
## 16982             Oklahoma 34.2910  -97.1255
## 16983               Nevada 39.3074 -119.6483
## 16984                 Iowa 42.2874  -91.7810
## 16985               Kansas 37.6173  -99.1059
## 16986         South Dakota 43.3087 -100.6306
## 16987                 Ohio 40.7880  -83.6429
## 16988             New York 44.8096  -74.7789
## 16989            Wisconsin 43.1857  -90.2012
## 16990           California 38.4060 -120.5365
## 16991            Wisconsin 43.4218  -88.3448
## 16992           California 38.2039 -120.9609
## 16993             Michigan 47.2478  -88.4535
## 16994         Pennsylvania 41.5935  -79.5808
## 16995             Illinois 40.6168  -89.2051
## 16996             Missouri 39.2133  -94.1254
## 16997             Virginia 36.9444  -80.9577
## 16998             New York 42.2830  -77.2238
## 16999       North Carolina 33.9011  -78.4393
## 17000             Nebraska 41.6884  -97.4852
## 17001         Pennsylvania 40.0907  -79.5871
## 17002             Nebraska 40.7405  -99.5374
## 17003            Wisconsin 44.1453  -87.8278
## 17004                 Ohio 41.4121  -81.4121
## 17005           New Mexico 35.3682 -108.0748
## 17006             Michigan 44.3297  -85.2085
## 17007             Illinois 39.8747  -89.9183
## 17008         North Dakota 47.1581 -100.7842
## 17009             Missouri 37.6854  -90.6185
## 17010                 Ohio 40.7702  -84.6162
## 17011                 Ohio 39.1242  -84.1366
## 17012            Minnesota 44.0839  -93.8605
## 17013            Minnesota 46.1832  -93.7822
## 17014              Arizona 36.9221 -109.0753
## 17015               Kansas 37.0732  -94.7060
## 17016                 Iowa 41.5905  -94.1963
## 17017            Wisconsin 44.9319  -89.2094
## 17018              Indiana 40.7451  -84.9409
## 17019             Illinois 37.9100  -89.2367
## 17020             Oklahoma 34.0213  -97.9541
## 17021           New Mexico 33.1146 -104.3284
## 17022                 Ohio 40.7638  -80.5952
## 17023               Kansas 37.9624  -98.5995
## 17024         Pennsylvania 40.8565  -76.2352
## 17025             Oklahoma 34.6282  -97.3918
## 17026          Puerto Rico 18.3577  -65.8841
## 17027            Wisconsin 43.7088  -89.8937
## 17028               Hawaii 19.4864 -155.2774
## 17029           California 40.5576 -122.1697
## 17030         Pennsylvania 41.3038  -75.7822
## 17031           New Jersey 39.3382  -75.2068
## 17032           New Mexico 33.2553 -103.3112
## 17033         Pennsylvania 40.6090  -79.5759
## 17034             Oklahoma 34.9170  -97.3166
## 17035           New Jersey 39.5633  -74.8559
## 17036       South Carolina 33.7396  -80.4620
## 17037                Idaho 42.4288 -112.1233
## 17038                 Ohio 39.1592  -82.5243
## 17039              Indiana 39.6696  -86.1312
## 17040              Wyoming 44.1543 -108.8612
## 17041             Missouri 39.7551  -94.4987
## 17042             Oklahoma 34.0058  -95.0861
## 17043             New York 42.4327  -78.4808
## 17044         North Dakota 46.9023 -102.0444
## 17045                Texas 33.6601  -95.2665
## 17046               Oregon 45.2366 -120.1860
## 17047             Oklahoma 36.9921  -95.6219
## 17048                 Ohio 40.1790  -83.4390
## 17049           Washington 48.2534 -124.2579
## 17050               Hawaii 19.4917 -155.0958
## 17051             Oklahoma 36.0261  -95.3216
## 17052                 Iowa 42.5682  -92.6214
## 17053                Texas 30.0038  -97.7532
## 17054               Nevada 36.9474 -116.7337
## 17055             Illinois 38.9245  -89.2662
## 17056             Oklahoma 35.5043  -94.6700
## 17057        West Virginia 39.5319  -80.1205
## 17058            Tennessee 36.0355  -88.2740
## 17059               Hawaii 20.2233 -155.7739
## 17060                 Iowa 41.1713  -92.3079
## 17061             Virginia 38.1148  -79.0668
## 17062             Oklahoma 34.4803  -98.0552
## 17063                 Utah 41.5497 -112.1227
## 17064          Mississippi 34.1729  -90.1376
## 17065       North Carolina 36.0880  -81.9274
## 17066                 Utah 41.6124 -112.1250
## 17067             Missouri 38.3227  -90.9986
## 17068         Pennsylvania 40.5680  -80.1271
## 17069            Minnesota 47.2962  -93.4036
## 17070           California 34.1536 -117.9684
## 17071                 Utah 37.2373 -113.3471
## 17072                Texas 31.9087  -99.0207
## 17073               Kansas 37.5230  -94.6994
## 17074        New Hampshire 43.5525  -71.0297
## 17075            Tennessee 36.0380  -83.8257
## 17076             Maryland 39.6947  -78.7970
## 17077           Washington 46.3770 -120.7382
## 17078             Michigan 41.9853  -86.3040
## 17079                Maine 43.8080  -70.8831
## 17080           New Jersey 40.2350  -74.0166
## 17081             Michigan 47.1770  -88.4360
## 17082           California 40.0389 -124.0558
## 17083         North Dakota 48.8381  -99.6901
## 17084       South Carolina 32.4922  -80.3239
## 17085             Illinois 39.8541  -89.1653
## 17086       South Carolina 32.3231  -80.4789
## 17087              Florida 26.6892  -81.8945
## 17088             Delaware 38.8680  -75.4229
## 17089             Missouri 39.4300  -91.6662
## 17090               Kansas 39.7039  -96.4169
## 17091         Pennsylvania 41.6516  -79.7241
## 17092             Illinois 39.1591  -90.6248
## 17093           California 36.9769 -119.6658
## 17094              Arizona 35.2095 -109.3224
## 17095              Montana 45.5977 -106.2975
## 17096                Texas 32.3011  -95.1674
## 17097            Wisconsin 43.6147  -88.4953
## 17098              Alabama 33.1214  -86.1290
## 17099               Kansas 38.1325  -94.8506
## 17100             Arkansas 34.9696  -90.9068
## 17101              Indiana 41.3307  -85.8490
## 17102         North Dakota 46.9762  -96.8802
## 17103             Michigan 44.8771  -84.3047
## 17104                 Ohio 41.4802  -81.4108
## 17105           Washington 47.6038 -122.6940
## 17106             Missouri 36.4022  -90.0249
## 17107                Texas 26.3406  -98.7589
## 17108             Illinois 39.7970  -87.9878
## 17109             Arkansas 36.1997  -91.1774
## 17110              Montana 47.1935 -114.8920
## 17111                Texas 29.4399  -95.7765
## 17112                 Ohio 40.6018  -81.3610
## 17113          Mississippi 34.6160  -89.1913
## 17114                 Iowa 42.4339  -92.9266
## 17115              Florida 26.7153  -80.1144
## 17116               Alaska 64.8855 -146.8985
## 17117              Georgia 30.7495  -84.4839
## 17118         South Dakota 43.1722  -97.0824
## 17119         North Dakota 48.5620  -97.1794
## 17120             Michigan 41.8472  -85.3212
## 17121            Minnesota 45.1925  -95.3202
## 17122           New Mexico 34.3897 -103.0513
## 17123           California 37.6193 -120.7513
## 17124             Michigan 44.1961  -85.2154
## 17125              Vermont 45.0008  -72.1035
## 17126           California 41.4582 -122.8945
## 17127            Wisconsin 45.4149  -92.0384
## 17128          Mississippi 32.7707  -88.6560
## 17129             Kentucky 36.9666  -89.0813
## 17130       North Carolina 36.3250  -76.1700
## 17131         Pennsylvania 40.7974  -76.4284
## 17132                Texas 27.6730  -97.7510
## 17133             Colorado 38.0709 -104.9830
## 17134           New Mexico 32.2438 -107.6832
## 17135             Kentucky 38.1425  -84.1102
## 17136         North Dakota 46.8568  -99.9181
## 17137             Maryland 39.6969  -79.1528
## 17138           New Jersey 40.4001  -74.6405
## 17139            Tennessee 35.2545  -84.5579
## 17140                Texas 32.3491 -100.9375
## 17141              Montana 47.5270 -111.2670
## 17142              Indiana 38.8653  -87.3102
## 17143                Texas 27.8027  -97.6820
## 17144             Nebraska 42.3583  -97.5990
## 17145              Indiana 39.4078  -85.3066
## 17146         Pennsylvania 40.7448  -77.2168
## 17147                 Ohio 41.1627  -80.7408
## 17148               Alaska 70.2135 -150.9897
## 17149                 Ohio 40.0708  -80.7607
## 17150             Illinois 41.5299  -89.2833
## 17151               Alaska 64.5274 -146.9042
## 17152            Tennessee 35.0604  -88.4257
## 17153            Wisconsin 42.8094  -89.8606
## 17154         Pennsylvania 41.7246  -78.6443
## 17155                 Utah 40.5686 -111.8011
## 17156              Georgia 30.9434  -83.5003
## 17157             Kentucky 38.6075  -83.1833
## 17158              Indiana 40.2139  -86.0270
## 17159             Illinois 38.7729  -88.8527
## 17160       North Carolina 34.7705  -78.0066
## 17161               Oregon 42.0260 -121.6008
## 17162              Montana 48.5113 -110.9663
## 17163            Wisconsin 46.4312  -90.2382
## 17164            Wisconsin 45.0673  -88.0358
## 17165              Georgia 31.5153  -81.3752
## 17166                 Iowa 43.0246  -91.1819
## 17167             Arkansas 35.1877  -94.4106
## 17168             Missouri 37.7149  -91.1295
## 17169            Minnesota 43.8033  -91.7915
## 17170           Washington 47.8555 -121.6745
## 17171       North Carolina 34.2667  -77.9344
## 17172         Pennsylvania 41.3570  -78.6101
## 17173          Connecticut 41.3171  -73.4746
## 17174             Illinois 37.0854  -89.1628
## 17175              Indiana 39.9549  -84.9192
## 17176       North Carolina 35.3309  -81.7612
## 17177                 Iowa 42.3058  -93.3022
## 17178       North Carolina 36.2105  -76.4548
## 17179       North Carolina 35.2146  -79.4916
## 17180             New York 42.8838  -75.1914
## 17181       South Carolina 34.5933  -80.6750
## 17182            Minnesota 47.6369  -95.8864
## 17183             Missouri 37.5590  -94.5161
## 17184         Pennsylvania 40.2809  -75.8609
## 17185               Kansas 39.4159  -95.3304
## 17186              Alabama 34.0772  -86.0345
## 17187              Florida 24.7233  -81.0216
## 17188       North Carolina 36.2739  -77.2839
## 17189                 Ohio 39.4007  -82.1271
## 17190             Oklahoma 36.0006  -95.1223
## 17191             Missouri 40.4126  -92.5663
## 17192            Wisconsin 44.3374  -91.9221
## 17193           New Mexico 32.1535 -106.7269
## 17194          Mississippi 33.2634  -90.5923
## 17195               Kansas 37.0174  -98.4848
## 17196         Pennsylvania 40.8355  -80.3212
## 17197                 Iowa 42.8667  -91.2362
## 17198              Arizona 32.3325 -112.0464
## 17199             Kentucky 37.7403  -87.7063
## 17200                 Iowa 41.3653  -95.8590
## 17201                Texas 34.3658 -101.7484
## 17202           New Jersey 39.3136  -74.5261
## 17203              Indiana 39.3963  -86.3494
## 17204        West Virginia 37.7062  -82.2737
## 17205                Idaho 43.6316 -113.3017
## 17206              Indiana 41.7176  -86.2506
## 17207            Tennessee 35.7952  -83.2457
## 17208           Washington 47.2248 -117.0731
## 17209             Nebraska 41.9640 -103.9249
## 17210             New York 43.8934  -75.6726
## 17211            Wisconsin 43.8118  -88.3916
## 17212              Florida 28.0880  -80.6652
## 17213              Florida 25.9964  -81.6889
## 17214             Oklahoma 35.5772  -95.3065
## 17215             Oklahoma 36.5367  -95.9264
## 17216                 Ohio 40.4007  -83.5444
## 17217             Kentucky 38.1526  -85.6244
## 17218              Georgia 33.3461  -84.7763
## 17219             Arkansas 35.6740  -90.0958
## 17220           Washington 46.5305 -122.4887
## 17221                Idaho 47.4687 -115.7963
## 17222         South Dakota 45.0342  -99.1266
## 17223         Pennsylvania 41.2830  -80.1831
## 17224             Missouri 37.1072  -92.4189
## 17225            Minnesota 48.5780  -96.5169
## 17226          Mississippi 32.9719  -90.8284
## 17227              Alabama 30.4920  -88.1131
## 17228                 Iowa 43.3834  -94.3104
## 17229         South Dakota 44.2029 -103.3433
## 17230             New York 42.5366  -73.6059
## 17231                 Ohio 41.2336  -81.9396
## 17232                 Iowa 42.2783  -91.5301
## 17233                Texas 33.4703 -100.8556
## 17234             Kentucky 37.1510  -82.6669
## 17235         Pennsylvania 41.6268  -75.7862
## 17236           New Mexico 32.7099 -108.3028
## 17237             New York 43.6434  -76.0666
## 17238             New York 41.7122  -74.5741
## 17239             Illinois 39.6385  -89.1921
## 17240             New York 42.9380  -75.4636
## 17241               Kansas 38.4810 -100.4663
## 17242               Oregon 44.0389 -121.3667
## 17243       North Carolina 35.7819  -82.4556
## 17244             Illinois 39.2637  -88.6302
## 17245         South Dakota 43.1481  -97.7199
## 17246         Pennsylvania 41.1019  -76.7694
## 17247                Idaho 47.9469 -116.7079
## 17248             Illinois 40.3136  -89.1686
## 17249             Arkansas 35.0915  -93.4458
## 17250           Washington 46.8214 -119.9232
## 17251         Pennsylvania 40.4848  -79.4480
## 17252            Minnesota 43.5654  -92.7190
## 17253           New Mexico 32.0364 -106.6776
## 17254           New Mexico 36.9424 -107.8862
## 17255             Illinois 40.1104  -91.0193
## 17256         South Dakota 43.0052  -98.0593
## 17257       South Carolina 33.6013  -80.3527
## 17258           California 33.4522 -116.8555
## 17259       North Carolina 34.9068  -79.6933
## 17260              Georgia 32.5608  -84.0943
## 17261             Oklahoma 34.6286  -96.8412
## 17262             Arkansas 35.1119  -91.8253
## 17263             Illinois 41.0630  -90.5555
## 17264            Wisconsin 42.8931  -90.9264
## 17265                 Iowa 41.4577  -93.4038
## 17266              Indiana 40.2724  -87.3862
## 17267              Indiana 41.1911  -87.0531
## 17268                 Ohio 40.9569  -83.7851
## 17269             Oklahoma 36.2927  -97.0276
## 17270                 Iowa 42.2696  -93.9274
## 17271             Maryland 38.9450  -76.9510
## 17272             New York 42.4525  -76.4383
## 17273               Oregon 44.4611 -118.7094
## 17274             Michigan 43.7082  -82.9356
## 17275            Minnesota 48.7011  -96.1835
## 17276             Colorado 40.0462 -105.3097
## 17277             Colorado 38.4814 -102.7797
## 17278             Michigan 41.8619  -84.4771
## 17279                 Ohio 38.8674  -83.7879
## 17280             Michigan 41.9063  -83.5719
## 17281             Colorado 39.4667 -107.2599
## 17282             Arkansas 36.3128  -93.0115
## 17283              Wyoming 43.5907 -110.8419
## 17284         Pennsylvania 40.1504  -78.9132
## 17285             Michigan 41.7550  -84.7562
## 17286        West Virginia 39.6151  -78.7615
## 17287              Florida 26.6753  -80.1080
## 17288              Indiana 38.3714  -86.3444
## 17289         South Dakota 43.2792 -101.9265
## 17290                Texas 30.5256  -94.4456
## 17291           Washington 45.9976 -121.5290
## 17292            Minnesota 43.9698  -92.1340
## 17293          Puerto Rico 18.0296  -67.1335
## 17294            Minnesota 44.9122  -93.5550
## 17295             Illinois 41.1915  -90.3805
## 17296             New York 42.4691  -79.1755
## 17297               Oregon 45.4691 -122.3545
## 17298            Louisiana 31.0534  -92.1214
## 17299             Nebraska 41.1940  -97.4260
## 17300        West Virginia 37.9392  -81.1526
## 17301          Puerto Rico 18.0100  -67.0855
## 17302             Kentucky 38.2434  -85.5647
## 17303                 Utah 37.0309 -110.2512
## 17304            Tennessee 35.0611  -89.3893
## 17305             Michigan 42.6592  -86.2061
## 17306             Illinois 41.6775  -90.3218
## 17307         Pennsylvania 41.9443  -78.6727
## 17308              Arizona 31.6646 -110.6427
## 17309             Michigan 43.0323  -82.6118
## 17310         Pennsylvania 40.9299  -75.9131
## 17311             Nebraska 40.5263  -99.6324
## 17312                Texas 32.0976  -98.9665
## 17313         South Dakota 44.0541  -98.2724
## 17314                 Iowa 41.3997  -92.3547
## 17315                 Ohio 40.6024  -83.9739
## 17316            Minnesota 44.2701  -94.3464
## 17317           Washington 46.7258 -120.6909
## 17318            Minnesota 45.4464  -93.9986
## 17319           Washington 46.5735 -119.0013
## 17320             Michigan 43.4618  -83.8408
## 17321         Pennsylvania 40.6073  -76.7157
## 17322                Texas 33.4272  -96.3409
## 17323       South Carolina 34.3927  -80.1679
## 17324                Texas 31.9659  -94.0504
## 17325                Texas 28.9822  -98.0217
## 17326               Alaska 63.8924 -160.7861
## 17327               Kansas 38.0301  -99.9098
## 17328              Florida 30.3944  -84.8034
## 17329                 Ohio 39.9168  -81.5205
## 17330         Pennsylvania 40.5518  -78.4332
## 17331             Virginia 38.3400  -77.0324
## 17332       South Carolina 34.7661  -82.7525
## 17333                 Ohio 41.0634  -82.8873
## 17334              Arizona 35.6606 -109.0962
## 17335            Minnesota 45.0548  -93.6353
## 17336             Nebraska 40.8426  -96.2947
## 17337              Arizona 33.2831 -111.3049
## 17338          Mississippi 32.8302  -88.4771
## 17339        West Virginia 38.8443  -79.8717
## 17340             Illinois 41.0253  -90.2754
## 17341                 Iowa 41.9060  -92.0821
## 17342            Minnesota 44.3236  -93.8353
## 17343             Missouri 39.6699  -94.7587
## 17344                 Ohio 40.9431  -81.1253
## 17345             Oklahoma 33.8556  -96.5610
## 17346           New Jersey 39.7825  -75.0562
## 17347             Missouri 36.0475  -90.2909
## 17348              Georgia 33.0122  -84.5006
## 17349            Wisconsin 45.0772  -90.3143
## 17350                 Utah 38.6991 -112.0967
## 17351            Minnesota 47.7263  -94.5480
## 17352              Alabama 34.3519  -87.7072
## 17353             Colorado 39.6610 -105.4268
## 17354            Tennessee 35.5171  -84.5499
## 17355              Montana 47.1678 -114.0838
## 17356             Missouri 37.3398  -91.8364
## 17357           New Jersey 39.4520  -75.2337
## 17358               Oregon 42.7381 -123.4294
## 17359              Wyoming 42.8622 -106.4363
## 17360       South Carolina 34.0536  -80.9615
## 17361            Minnesota 43.7611  -94.7162
## 17362                 Ohio 40.8307  -84.0847
## 17363             Oklahoma 34.9496  -94.6403
## 17364         Pennsylvania 40.8004  -76.9707
## 17365        West Virginia 39.3328  -81.3813
## 17366                 Ohio 38.9984  -81.9699
## 17367             Illinois 40.8379  -89.8827
## 17368           New Jersey 40.1364  -74.7315
## 17369            Minnesota 45.0184  -95.2367
## 17370            Wisconsin 44.2006  -87.7209
## 17371           California 34.8225 -119.0025
## 17372             Missouri 39.3414  -94.1635
## 17373             Illinois 38.8302  -88.7796
## 17374             Kentucky 36.8740  -89.0091
## 17375         Pennsylvania 40.3494  -75.8641
## 17376             Colorado 40.2741 -106.9575
## 17377             Oklahoma 36.4365  -95.2734
## 17378              Indiana 40.6622  -86.2441
## 17379             Oklahoma 34.7795  -96.7755
## 17380                Texas 32.5327  -96.3186
## 17381             New York 41.1947  -73.7964
## 17382         South Dakota 44.5899  -97.4673
## 17383               Nevada 39.6322 -119.2901
## 17384             Missouri 38.3361  -90.9712
## 17385          Puerto Rico 18.1902  -66.2332
## 17386                 Ohio 41.7004  -84.0718
## 17387             Colorado 39.9788 -105.8441
## 17388             Kentucky 37.5411  -87.2596
## 17389              Georgia 32.3945  -83.1551
## 17390              Georgia 32.6773  -84.5406
## 17391                Idaho 43.8281 -115.8307
## 17392         Pennsylvania 39.9233  -77.2999
## 17393                 Utah 37.1979 -113.2071
## 17394             Arkansas 35.1989  -91.9645
## 17395           California 40.8133 -124.0808
## 17396              Florida 28.8028  -82.0707
## 17397         Pennsylvania 40.5595  -80.1528
## 17398         South Dakota 43.3190  -98.3448
## 17399             Maryland 38.5381  -75.7190
## 17400           New Jersey 40.2634  -74.4807
## 17401              Indiana 38.1289  -87.9304
## 17402            Louisiana 30.6310  -90.1941
## 17403             Arkansas 34.2540  -93.6549
## 17404            Minnesota 44.9508  -92.9766
## 17405                Texas 32.2115  -99.7983
## 17406            Louisiana 29.8604  -90.9955
## 17407                Texas 32.5798  -94.9095
## 17408             New York 43.2488  -76.7225
## 17409       North Carolina 35.4288  -81.5023
## 17410              Arizona 34.8546 -114.5895
## 17411           California 35.3476 -119.0794
## 17412                Texas 30.9097  -94.4221
## 17413             Kentucky 37.5541  -82.6263
## 17414             Colorado 39.2245 -105.9965
## 17415          Connecticut 41.6410  -73.4826
## 17416              Georgia 31.1813  -82.1313
## 17417             New York 43.2061  -75.7233
## 17418             Virginia 37.4984  -76.2883
## 17419                 Ohio 41.1079  -83.5147
## 17420              Alabama 34.2501  -86.6846
## 17421              Alabama 34.4487  -85.7806
## 17422             Kentucky 37.6351  -85.3985
## 17423             Virginia 36.7009  -79.9424
## 17424                Texas 29.6171  -98.6835
## 17425           New Mexico 32.7121 -107.2056
## 17426         North Dakota 48.3416 -103.1636
## 17427         North Dakota 47.6369  -97.4584
## 17428            Wisconsin 44.5764  -91.4705
## 17429                 Ohio 38.7539  -82.8605
## 17430           California 40.8515 -124.1630
## 17431             Maryland 39.3425  -75.8787
## 17432             Virginia 37.8284  -78.5959
## 17433              Arizona 35.8924 -109.1538
## 17434              Florida 29.0496  -81.8875
## 17435               Kansas 37.4421 -100.0131
## 17436            Minnesota 47.2588  -96.2592
## 17437         Pennsylvania 41.1081  -79.4964
## 17438           California 39.3110 -123.7908
## 17439             Nebraska 41.9298  -96.8091
## 17440             Arkansas 36.3189  -91.4794
## 17441                Texas 28.8326  -96.5388
## 17442       South Carolina 33.5461  -81.7990
## 17443             Arkansas 35.4868  -90.3560
## 17444             Illinois 41.6309  -89.7849
## 17445         Pennsylvania 40.7390  -80.3263
## 17446         North Dakota 47.3689 -102.7472
## 17447           New Mexico 36.8670 -108.0330
## 17448            Minnesota 44.0271  -91.7697
## 17449             Kentucky 37.0934  -86.0486
## 17450             Oklahoma 34.8265  -97.2627
## 17451       South Carolina 33.8895  -80.0161
## 17452             Michigan 44.7213  -85.8263
## 17453              Indiana 38.9884  -87.0812
## 17454              Georgia 32.6837  -84.7378
## 17455             Missouri 37.9310  -90.2390
## 17456                Texas 31.0755  -96.1915
## 17457                 Iowa 41.2872  -93.8075
## 17458             Illinois 42.3973  -88.3040
## 17459       North Carolina 36.3899  -76.9350
## 17460             Nebraska 41.9360  -96.4717
## 17461             Michigan 43.1567  -83.4069
## 17462            Wisconsin 43.6531  -90.2239
## 17463            Tennessee 35.6048  -85.9117
## 17464                 Utah 39.3336 -112.6736
## 17465           New Mexico 35.5491 -108.6644
## 17466           California 34.9430 -119.6819
## 17467           California 41.5281 -120.1748
## 17468                Idaho 42.2273 -111.4032
## 17469                 Iowa 42.8129  -94.5313
## 17470           New Mexico 32.6538 -107.1358
## 17471             Illinois 40.7776  -90.0139
## 17472            Minnesota 45.4977  -95.7950
## 17473             Illinois 41.1772  -89.6583
## 17474                 Ohio 41.5407  -82.7534
## 17475                 Ohio 41.0737  -81.9047
## 17476                 Iowa 40.5258  -91.4160
## 17477         South Dakota 43.1827  -99.2923
## 17478         Pennsylvania 40.1000  -80.0656
## 17479            Minnesota 47.0978  -95.8445
## 17480       South Carolina 34.4691  -79.3900
## 17481       North Carolina 34.7270  -77.0758
## 17482             Colorado 38.3840 -105.1710
## 17483             Illinois 41.2928  -89.5082
## 17484             Illinois 40.7562  -88.1890
## 17485          Mississippi 32.7835  -89.5559
## 17486              Montana 45.5798 -106.7754
## 17487             Illinois 38.5276  -87.7103
## 17488             Virginia 39.1349  -77.6642
## 17489           New Mexico 35.0609 -106.4587
## 17490              Arizona 36.8208 -109.8791
## 17491             New York 43.0812  -75.6331
## 17492             Kentucky 38.0929  -83.1240
## 17493              Indiana 38.2464  -87.0384
## 17494            Wisconsin 43.2779  -90.0423
## 17495             Illinois 37.7979  -88.2606
## 17496                 Utah 39.3761 -112.3390
## 17497           New Jersey 40.1384  -74.1032
## 17498            Louisiana 29.8680  -90.4397
## 17499              Montana 48.1785 -110.1134
## 17500        West Virginia 37.8282  -81.9652
## 17501            Minnesota 44.2250  -95.4692
## 17502         North Dakota 47.4550 -101.1417
## 17503             Illinois 39.0261  -88.5685
## 17504                 Ohio 40.3823  -82.5018
## 17505              Alabama 32.8831  -85.8151
## 17506            Minnesota 45.3143  -94.3008
## 17507             Kentucky 38.7113  -85.3734
## 17508             New York 41.3013  -74.5619
## 17509             Virginia 38.1954  -78.9044
## 17510             Arkansas 35.2629  -90.5530
## 17511             Arkansas 34.1200  -94.0173
## 17512            Tennessee 35.1115  -85.5965
## 17513             Missouri 38.8310  -94.5978
## 17514         Pennsylvania 40.3631  -80.4138
## 17515       North Carolina 35.4228  -77.5893
## 17516           Washington 46.4061 -120.5410
## 17517               Oregon 44.3127 -124.1023
## 17518            Minnesota 47.3315  -93.3758
## 17519             Arkansas 36.3000  -91.3871
## 17520             Illinois 41.2159  -89.0702
## 17521                 Ohio 41.1716  -83.5534
## 17522             Colorado 37.7668 -108.9071
## 17523             Missouri 38.8546  -91.3028
## 17524            Wisconsin 44.2757  -88.6730
## 17525              Alabama 32.8304  -85.9687
## 17526         Pennsylvania 40.8806  -76.9843
## 17527            Louisiana 30.7384  -91.5920
## 17528               Alaska 58.8930 -158.9109
## 17529              Arizona 34.2282 -112.7631
## 17530              Montana 45.9580 -111.5781
## 17531            Wisconsin 42.7150  -90.9891
## 17532               Kansas 37.5488  -99.6343
## 17533              Florida 30.5968  -83.1070
## 17534         Pennsylvania 41.7577  -80.3684
## 17535              Alabama 30.5455  -87.7506
## 17536             Oklahoma 35.4064  -96.8444
## 17537            Louisiana 30.3769  -93.1999
## 17538           California 38.4153 -122.5387
## 17539               Kansas 39.4892  -96.1703
## 17540             Kentucky 37.7732  -87.9318
## 17541           Washington 47.2511 -121.0990
## 17542         North Dakota 46.8860 -103.1952
## 17543                 Iowa 41.4700  -95.5429
## 17544             Arkansas 33.0220  -92.7236
## 17545         Pennsylvania 40.5543  -77.1530
## 17546           Washington 47.0846 -119.8600
## 17547            Louisiana 29.6957  -90.0995
## 17548                 Utah 41.5683 -111.8334
## 17549       North Carolina 35.4819  -80.2870
## 17550             Arkansas 33.9716  -94.1761
## 17551              Florida 30.4114  -83.3003
## 17552             Illinois 39.1312  -89.4946
## 17553              Arizona 32.4298 -111.2649
## 17554             Missouri 37.9443  -93.3257
## 17555             Illinois 40.5835  -89.1288
## 17556       South Carolina 33.0865  -79.4680
## 17557                Texas 34.4714 -101.3040
## 17558             Missouri 38.8293  -90.7869
## 17559              Arizona 32.5944 -114.6551
## 17560            Wisconsin 44.2139  -88.1496
## 17561                 Ohio 41.4544  -80.5854
## 17562               Kansas 39.6919  -96.7470
## 17563       North Carolina 35.1458  -82.8200
## 17564           New Mexico 34.9042 -106.6992
## 17565               Alaska 59.9137 -151.6072
## 17566             Maryland 39.1407  -77.1746
## 17567             Michigan 42.9869  -84.1445
## 17568               Alaska 54.1594 -165.7328
## 17569            Tennessee 36.4413  -88.3324
## 17570             New York 43.2739  -77.1814
## 17571         Pennsylvania 40.5658  -75.9593
## 17572            Tennessee 36.3687  -82.2919
## 17573             Kentucky 36.9641  -82.9138
## 17574                Texas 32.9374  -98.2474
## 17575             Nebraska 40.6343  -97.5991
## 17576              Montana 47.6151 -111.9813
## 17577             New York 44.3097  -75.4356
## 17578             Arkansas 35.3300  -94.2347
## 17579            Louisiana 30.6688  -92.4268
## 17580                Texas 26.3160  -98.6547
## 17581       North Carolina 35.1041  -80.1097
## 17582            Minnesota 43.7404  -92.8681
## 17583                 Iowa 40.9802  -93.2006
## 17584             Virginia 39.1319  -77.7681
## 17585           New Mexico 32.1670 -106.6885
## 17586             Missouri 37.8915  -93.5404
## 17587                Texas 28.4461  -99.7604
## 17588       South Carolina 33.6706  -79.1102
## 17589         Pennsylvania 41.0781  -77.4114
## 17590                Texas 26.5010  -97.6397
## 17591           California 38.5360 -122.4679
## 17592              Alabama 34.1839  -85.7750
## 17593                 Iowa 41.0941  -91.2506
## 17594              Alabama 34.2017  -87.1765
## 17595             Michigan 44.2720  -86.2805
## 17596             Nebraska 41.6651  -96.6653
## 17597                 Ohio 41.4507  -81.5191
## 17598             Virginia 36.6833  -76.8965
## 17599          Puerto Rico 18.3785  -67.0859
## 17600              Vermont 44.6427  -72.8282
## 17601         North Dakota 48.8130 -100.0622
## 17602                Texas 30.1493  -94.7377
## 17603             New York 44.6170  -75.4047
## 17604                 Ohio 39.5022  -83.9984
## 17605                Texas 29.6383  -98.9869
## 17606             Illinois 38.7540  -89.0958
## 17607             Illinois 39.7494  -90.5352
## 17608                Texas 28.0821  -97.8828
## 17609             Arkansas 35.1153  -92.0812
## 17610             Missouri 39.3143  -94.6653
## 17611         Pennsylvania 41.2831  -80.4088
## 17612                 Iowa 41.7228  -91.7911
## 17613         Pennsylvania 41.2764  -78.4903
## 17614         South Dakota 45.4521  -98.7414
## 17615             Illinois 38.0176  -89.0438
## 17616             Nebraska 41.9831  -98.0828
## 17617                 Ohio 41.2345  -80.6541
## 17618                 Ohio 40.6733  -84.5174
## 17619         North Dakota 46.8120 -101.8333
## 17620                 Utah 37.7650 -111.6001
## 17621          Connecticut 41.3589  -73.2671
## 17622              Indiana 39.7120  -87.5200
## 17623              Arizona 31.9410 -109.8394
## 17624            Wisconsin 43.5416  -89.1108
## 17625       North Carolina 35.2437  -75.6018
## 17626              Indiana 39.6225  -87.2817
## 17627              Florida 30.6197  -85.7062
## 17628             Arkansas 34.1700  -92.5914
## 17629             Illinois 38.5404  -89.2644
## 17630              Georgia 34.9539  -84.9592
## 17631              Indiana 41.5286  -86.2745
## 17632              Georgia 33.1777  -84.3581
## 17633       North Carolina 35.0313  -79.5491
## 17634           California 36.2038 -119.2803
## 17635             Arkansas 34.5330  -92.4067
## 17636         Pennsylvania 40.4104  -80.5067
## 17637                 Iowa 42.4965  -95.2963
## 17638            Louisiana 32.3096  -92.4522
## 17639             Oklahoma 34.8542  -95.5784
## 17640          Puerto Rico 18.0093  -65.9370
## 17641              Arizona 35.3256 -112.8574
## 17642             Michigan 43.9416  -83.2734
## 17643       North Carolina 34.3174  -78.3976
## 17644             Virginia 37.0563  -78.6377
## 17645       North Carolina 36.4135  -77.6024
## 17646                 Iowa 41.8926  -95.2345
## 17647             Missouri 36.4489  -89.9128
## 17648          Mississippi 32.1909  -89.6960
## 17649         Pennsylvania 39.7891  -77.3698
## 17650          Mississippi 33.5391  -89.1275
## 17651                Texas 31.1584  -94.4180
## 17652             Illinois 39.4412  -89.6521
## 17653             Illinois 41.3109  -90.4991
## 17654             Illinois 40.2321  -91.0633
## 17655                 Ohio 41.6655  -81.4428
## 17656             Kentucky 38.1791  -85.7112
## 17657                 Iowa 42.2675  -95.0932
## 17658               Oregon 45.2964 -117.8102
## 17659                 Iowa 41.5067  -95.4506
## 17660           New Jersey 39.3046  -74.7199
## 17661            Wisconsin 43.4931  -89.3099
## 17662             Illinois 42.4302  -90.1642
## 17663           California 37.8408 -121.9565
## 17664                Texas 31.5848  -95.8498
## 17665              Wyoming 43.5389 -109.6443
## 17666             Illinois 40.4283  -88.5266
## 17667                 Ohio 41.2379  -81.5518
## 17668           California 37.0176 -122.1881
## 17669             Missouri 38.5834  -93.6953
## 17670              Wyoming 44.8834 -108.4693
## 17671               Kansas 37.7153  -99.9269
## 17672                Texas 28.3855  -97.7921
## 17673              Alabama 34.6941  -87.5282
## 17674           California 37.9055 -121.9978
## 17675             Missouri 38.8736  -92.9126
## 17676             Michigan 44.4209  -84.1160
## 17677              Georgia 32.5306  -82.5920
## 17678             Illinois 37.9918  -89.0635
## 17679            Louisiana 30.9236  -91.1090
## 17680         Pennsylvania 40.8903  -78.2293
## 17681               Nevada 37.6458 -114.4929
## 17682                 Iowa 41.4894  -95.2197
## 17683             Illinois 42.1705  -89.8699
## 17684        West Virginia 39.4947  -80.9070
## 17685             Kentucky 38.3806  -82.7006
## 17686       North Carolina 35.2659  -80.3623
## 17687                 Ohio 41.0043  -83.7920
## 17688              Arizona 33.7749 -112.5250
## 17689             New York 40.8147  -73.6984
## 17690             Virginia 38.1704  -78.2831
## 17691             Oklahoma 34.4879  -99.1500
## 17692            Louisiana 32.7767  -91.7949
## 17693           Washington 47.3283 -124.2728
## 17694             Missouri 38.7013  -90.3490
## 17695             Colorado 39.3029 -102.6034
## 17696              Georgia 30.9751  -84.0517
## 17697            Wisconsin 44.9877  -88.8227
## 17698         Pennsylvania 41.5158  -75.0548
## 17699             Illinois 38.1980  -88.6847
## 17700                Texas 30.6879  -94.7449
## 17701             Kentucky 38.6818  -84.0665
## 17702         South Dakota 43.4223  -98.4073
## 17703             New York 42.9143  -74.5756
## 17704           New Mexico 34.2020 -106.9172
## 17705             Oklahoma 36.5251  -95.0341
## 17706         Pennsylvania 40.0273  -80.0334
## 17707           New Mexico 35.5709 -106.3319
## 17708             Colorado 38.1204 -105.4104
## 17709            Minnesota 43.7599  -91.3498
## 17710            Wisconsin 42.5629  -88.2130
## 17711             Michigan 42.9973  -84.9359
## 17712            Minnesota 48.3964  -93.5578
## 17713          Mississippi 33.6517  -91.0087
## 17714             New York 42.9318  -74.6099
## 17715            Minnesota 45.1983  -92.7783
## 17716              Alabama 33.5521  -86.9730
## 17717            Wisconsin 43.8263  -88.2461
## 17718             New York 41.4291  -73.9466
## 17719            Tennessee 35.4590  -85.6689
## 17720                 Ohio 40.6531  -81.5795
## 17721                 Utah 41.9205 -112.0503
## 17722         Pennsylvania 41.5105  -75.8509
## 17723              Florida 29.5496  -82.8883
## 17724              Georgia 32.0194  -83.0631
## 17725             Kentucky 37.2653  -88.2410
## 17726             Michigan 43.4275  -82.5449
## 17727              Alabama 34.2982  -86.5506
## 17728       South Carolina 35.1260  -82.1488
## 17729             Kentucky 36.7023  -84.1418
## 17730             Kentucky 37.2132  -82.6687
## 17731             Colorado 39.7945 -105.5120
## 17732             Kentucky 38.2393  -85.5289
## 17733         South Dakota 44.7242  -97.0309
## 17734         South Dakota 43.1426 -100.9028
## 17735              Georgia 32.6218  -85.0368
## 17736            Wisconsin 44.1695  -91.2651
## 17737              Florida 29.9807  -81.8108
## 17738             Illinois 39.6205  -90.0477
## 17739               Kansas 37.6856  -97.2591
## 17740              Arizona 36.3532 -109.6271
## 17741           California 38.3057 -120.7061
## 17742             Maryland 39.2629  -75.8360
## 17743            Minnesota 43.6695  -93.5735
## 17744            Louisiana 32.8997  -92.2405
## 17745       South Carolina 35.1461  -81.8630
## 17746               Kansas 37.3450  -94.8215
## 17747        West Virginia 37.3040  -81.6802
## 17748               Kansas 38.5555  -97.8344
## 17749            Tennessee 35.0593  -88.8902
## 17750                 Ohio 39.5793  -82.2343
## 17751             Missouri 38.5436  -90.2855
## 17752                Texas 32.2671  -96.6955
## 17753             Arkansas 35.3273  -92.3367
## 17754                Texas 29.3924  -95.2233
## 17755              Alabama 34.6407  -87.1838
## 17756         Pennsylvania 40.9092  -78.2087
## 17757             Illinois 39.1203  -90.0452
## 17758              Wyoming 41.8697 -106.5597
## 17759              Indiana 38.1692  -86.8257
## 17760         Pennsylvania 40.6773  -75.7498
## 17761             Oklahoma 35.8808  -94.8712
## 17762             Kentucky 36.8527  -83.3506
## 17763             New York 44.1960  -75.9627
## 17764         Pennsylvania 41.1583  -75.9781
## 17765       South Carolina 34.7201  -79.8479
## 17766                Texas 33.1951  -98.7436
## 17767             Illinois 42.3880  -89.5265
## 17768            Minnesota 44.2916  -93.9690
## 17769               Alaska 65.9784 -161.1341
## 17770             New York 43.1225  -75.6650
## 17771             Illinois 38.1008  -88.3382
## 17772          Puerto Rico 18.2636  -66.0213
## 17773                 Iowa 42.0935  -92.6791
## 17774           Washington 47.7581 -118.7117
## 17775           New Mexico 36.1703 -105.6908
## 17776              Georgia 31.8292  -82.5030
## 17777        West Virginia 37.7652  -81.8270
## 17778         Pennsylvania 41.0907  -79.6846
## 17779                 Ohio 41.4598  -81.4799
## 17780             Missouri 40.3392  -95.3919
## 17781              Georgia 32.5320  -83.0805
## 17782              Alabama 33.5231  -85.6437
## 17783              Georgia 32.3396  -83.0420
## 17784                 Utah 41.8127 -112.1173
## 17785               Oregon 44.1561 -121.3280
## 17786               Oregon 45.6850 -121.3951
## 17787             Oklahoma 35.0582  -97.4923
## 17788                Texas 31.1835 -105.3395
## 17789               Kansas 37.6049  -99.2895
## 17790            Tennessee 36.5828  -87.0651
## 17791           New Mexico 36.7041 -105.4064
## 17792                Texas 27.2993  -97.7997
## 17793            Wisconsin 44.7800  -92.1491
## 17794            Louisiana 31.8073  -91.3861
## 17795             Missouri 37.1405  -94.5162
## 17796             Michigan 42.3833  -85.9590
## 17797                 Iowa 43.0097  -93.6013
## 17798             Nebraska 40.5903  -98.5069
## 17799             Kentucky 36.9652  -82.9544
## 17800             Michigan 42.6270  -85.0249
## 17801             Kentucky 38.2272  -85.6773
## 17802           California 39.8102 -120.4968
## 17803       North Carolina 36.4907  -77.4420
## 17804             Arkansas 34.3241  -91.8481
## 17805             Illinois 41.7669  -87.7915
## 17806             Virginia 37.6915  -75.7180
## 17807           Washington 46.8403 -123.2337
## 17808            Louisiana 30.5289  -93.4391
## 17809             Missouri 37.2372  -94.4176
## 17810                Texas 31.3070  -96.6292
## 17811             Missouri 39.2676  -93.8313
## 17812                Maine 44.1210  -70.1070
## 17813          Connecticut 41.2033  -73.3788
## 17814              Montana 45.3462 -111.7319
## 17815             Illinois 41.3319  -90.6723
## 17816             Oklahoma 35.3640  -94.7880
## 17817            Minnesota 44.2642  -96.2891
## 17818               Alaska 65.3413 -166.4953
## 17819            Wisconsin 43.6599  -88.0070
## 17820              Alabama 32.7867  -86.8783
## 17821             Virginia 37.0657  -79.3474
## 17822             Michigan 43.1168  -83.9693
## 17823                 Iowa 43.2929  -94.2175
## 17824             Illinois 40.8678  -90.7483
## 17825             Kentucky 37.4241  -86.4906
## 17826            Louisiana 32.6038  -91.4814
## 17827                Texas 31.2168  -98.3924
## 17828              Florida 30.9746  -86.3099
## 17829            Louisiana 31.2524  -92.2099
## 17830         Pennsylvania 39.9815  -77.2494
## 17831         Pennsylvania 39.7603  -79.9848
## 17832              Montana 46.8582 -113.8591
## 17833             Kentucky 38.7877  -84.3720
## 17834          Puerto Rico 18.0656  -66.5687
## 17835              Florida 30.4222  -86.6096
## 17836             Maryland 39.4577  -77.7496
## 17837             New York 42.1458  -74.6503
## 17838             Michigan 45.3226  -83.4858
## 17839            Wisconsin 46.5671  -91.4069
## 17840             Illinois 38.1364  -89.2293
## 17841           New Mexico 35.5840 -105.7629
## 17842           Washington 47.3589 -121.9781
## 17843            Minnesota 44.4025  -95.2554
## 17844             Oklahoma 35.5042  -95.0323
## 17845          Mississippi 34.0680  -88.3983
## 17846           California 36.3089 -119.2225
## 17847              Indiana 39.7615  -86.8112
## 17848              Georgia 32.8674  -84.3348
## 17849             Illinois 39.5223  -88.7546
## 17850          Mississippi 31.2385  -89.8828
## 17851             New York 42.8252  -74.1287
## 17852                Texas 27.7195  -97.7392
## 17853               Kansas 37.3889  -97.1177
## 17854         North Dakota 46.3574  -98.2966
## 17855                Idaho 42.2417 -113.8824
## 17856               Kansas 39.1897  -95.5680
## 17857             New York 40.6246  -73.6981
## 17858              Montana 46.5564 -111.9975
## 17859           California 38.3329 -121.5570
## 17860             Oklahoma 34.4112  -97.9602
## 17861                 Iowa 41.0413  -93.9488
## 17862         Pennsylvania 40.0219  -79.8231
## 17863         Pennsylvania 40.4606  -75.9983
## 17864                Texas 26.3468  -98.7505
## 17865       North Carolina 35.7973  -82.6818
## 17866         Pennsylvania 40.4283  -80.1011
## 17867             Kentucky 37.4627  -84.5067
## 17868              Indiana 39.2964  -85.9502
## 17869                 Ohio 39.6515  -81.8640
## 17870         Pennsylvania 40.2136  -78.9809
## 17871                Texas 32.6478  -96.2596
## 17872         Pennsylvania 40.2957  -80.3052
## 17873             Michigan 43.1072  -82.4937
## 17874                 Ohio 39.9952  -84.4083
## 17875         Pennsylvania 40.5658  -77.2361
## 17876              Wyoming 44.3534 -104.8104
## 17877         South Dakota 42.6043  -96.5661
## 17878          Mississippi 31.4360  -88.4738
## 17879              Vermont 44.9549  -72.1361
## 17880       North Carolina 35.8940  -75.7737
## 17881                 Ohio 41.7418  -81.2846
## 17882             Virginia 36.7753  -76.9862
## 17883              Alabama 31.3173  -85.5430
## 17884               Kansas 37.2426  -98.2276
## 17885                Idaho 43.6323 -111.7716
## 17886             Virginia 36.6326  -81.7891
## 17887              Georgia 31.0113  -83.8660
## 17888            Wisconsin 43.0118  -88.5903
## 17889       South Carolina 32.6733  -80.8515
## 17890             Missouri 37.9828  -90.3408
## 17891           New Jersey 39.4570  -75.2235
## 17892            Tennessee 35.9084  -89.2414
## 17893              Alabama 31.8663  -88.3075
## 17894                Texas 26.4114  -98.9185
## 17895                 Iowa 43.1282  -93.4620
## 17896         Pennsylvania 41.8700  -78.6588
## 17897               Kansas 39.2493  -95.7080
## 17898                 Ohio 41.1387  -83.6494
## 17899              Florida 29.9224  -82.7135
## 17900             Michigan 45.0648  -83.8974
## 17901           California 38.7465 -120.8738
## 17902                 Iowa 41.2892  -93.4403
## 17903       South Carolina 34.3405  -79.1664
## 17904             Illinois 39.9831  -89.8652
## 17905              Arizona 33.6721 -113.9379
## 17906            Wisconsin 43.9197  -90.2697
## 17907             Maryland 39.5896  -78.9486
## 17908             Michigan 43.6538  -83.4671
## 17909       North Carolina 36.3901  -77.4193
## 17910       South Carolina 34.1087  -80.1703
## 17911              Wyoming 43.2381 -108.1068
## 17912             Illinois 42.3757  -89.6362
## 17913             Nebraska 41.1602 -100.9985
## 17914              Georgia 32.8466  -83.2011
## 17915       South Carolina 35.1458  -82.4481
## 17916           New Mexico 35.5927 -105.8597
## 17917         North Dakota 48.2924  -97.3730
## 17918         Pennsylvania 41.1407  -76.1367
## 17919                 Iowa 42.4111  -92.2685
## 17920            Minnesota 44.5084  -96.4270
## 17921               Kansas 37.1061  -96.5018
## 17922         Pennsylvania 41.5155  -75.0257
## 17923         Pennsylvania 40.2830  -76.4363
## 17924             Illinois 41.7662  -89.7657
## 17925         Pennsylvania 40.9423  -79.9613
## 17926             Colorado 40.6821 -102.8396
## 17927            Minnesota 46.1389  -93.4592
## 17928            Louisiana 33.0073  -92.7224
## 17929             New York 40.9841  -72.1329
## 17930             Kentucky 37.5939  -86.9935
## 17931                 Ohio 39.2325  -84.1532
## 17932        West Virginia 38.1958  -81.4928
## 17933             Virginia 36.8428  -80.9683
## 17934           New Mexico 36.6505 -108.2145
## 17935            Minnesota 45.8345  -95.7870
## 17936               Nevada 39.0082 -119.9307
## 17937                 Ohio 41.4905  -83.8747
## 17938          Puerto Rico 18.3695  -65.6293
## 17939         Pennsylvania 40.3293  -79.6420
## 17940            Wisconsin 42.9986  -89.9930
## 17941            Minnesota 48.6065  -93.3530
## 17942          Mississippi 32.5484  -88.6090
## 17943                 Iowa 42.6442  -91.4024
## 17944                 Ohio 41.6604  -80.8543
## 17945             Arkansas 34.5380  -92.2211
## 17946           California 35.6839 -118.2102
## 17947              Alabama 31.5978  -85.7131
## 17948         South Dakota 43.7155  -98.4837
## 17949             New York 40.8202  -72.6280
## 17950              Alabama 34.0445  -86.8853
## 17951       North Carolina 35.4348  -80.2198
## 17952             Missouri 36.6063  -92.4245
## 17953             Oklahoma 35.0995  -98.7497
## 17954             Colorado 38.2470 -104.5714
## 17955                Texas 30.1069  -94.8502
## 17956       North Carolina 34.7595  -79.6069
## 17957            Louisiana 32.0982  -93.2193
## 17958             Michigan 45.7751  -84.7479
## 17959           New Mexico 35.0614 -107.6634
## 17960             Virginia 36.8785  -82.7444
## 17961               Alaska 66.5988 -159.9995
## 17962              Arizona 33.8731 -109.9763
## 17963            Wisconsin 43.8342  -90.6269
## 17964       North Carolina 35.1066  -83.0971
## 17965             Oklahoma 34.7230  -95.9025
## 17966             Oklahoma 34.5477  -99.4241
## 17967         North Dakota 46.2604  -97.4575
## 17968       North Carolina 35.3957  -81.2048
## 17969                Maine 44.5338  -67.6152
## 17970             Illinois 38.9541  -90.3553
## 17971             Michigan 42.0125  -83.5096
## 17972           New Mexico 33.1158 -107.2951
## 17973             Virginia 37.3831  -80.8203
## 17974               Oregon 44.4169 -119.1132
## 17975             Oklahoma 36.6021  -95.9725
## 17976                 Iowa 41.9995  -92.1982
## 17977                 Iowa 42.7630  -93.3658
## 17978           Washington 48.4870 -122.4628
## 17979             Michigan 44.9800  -85.6506
## 17980               Kansas 38.7081  -98.1581
## 17981             Nebraska 41.7241  -97.0043
## 17982             Oklahoma 35.7094  -96.7645
## 17983            Minnesota 44.1359  -95.7083
## 17984              Arizona 33.8149 -112.5810
## 17985             Michigan 42.7642  -85.3160
## 17986             Nebraska 42.3214 -103.0754
## 17987               Oregon 45.5607 -123.9112
## 17988              Indiana 39.0752  -85.3847
## 17989             Kentucky 37.4508  -82.7996
## 17990                 Ohio 39.5380  -82.4286
## 17991            Minnesota 44.2067  -93.6764
## 17992           Washington 46.7551 -122.0143
## 17993           New Mexico 35.1998 -106.3337
## 17994               Hawaii 20.7720 -156.0107
## 17995             New York 42.2616  -74.0284
## 17996                Texas 31.5673 -103.0060
## 17997           California 41.0069 -121.4401
## 17998         Pennsylvania 41.1806  -79.7073
## 17999             New York 42.9463  -74.3704
## 18000             Illinois 41.5623  -88.6024
## 18001         Pennsylvania 40.4714  -78.5919
## 18002             Kentucky 38.2113  -85.7381
## 18003              Georgia 31.9891  -83.2000
## 18004                 Ohio 39.9044  -84.6752
## 18005            Minnesota 47.6962  -95.4293
## 18006            Wisconsin 43.4590  -89.8603
## 18007               Oregon 45.0300 -117.9205
## 18008         South Dakota 43.6447  -97.0745
## 18009               Kansas 37.9385  -97.0184
## 18010             Missouri 38.7110  -90.2974
## 18011             Virginia 38.9715  -77.7429
## 18012            Wisconsin 46.5828  -91.7836
## 18013           New Mexico 36.1886 -105.8784
## 18014                 Ohio 41.3910  -80.9740
## 18015         South Dakota 43.4676  -96.6354
## 18016            Tennessee 36.0357  -89.4799
## 18017             New York 40.9381  -73.3816
## 18018                Texas 28.9559  -95.2836
## 18019                Texas 30.8565  -98.4378
## 18020           Washington 48.2918 -119.6955
## 18021            Tennessee 35.7595  -83.3886
## 18022                Texas 35.0570 -101.7817
## 18023             Kentucky 38.0460  -85.6911
## 18024             Virginia 36.5645  -79.7276
## 18025                Texas 29.5911  -98.1614
## 18026             Oklahoma 34.9228  -97.7763
## 18027              Indiana 37.9030  -87.2219
## 18028            Minnesota 46.2850  -95.7186
## 18029            Minnesota 46.8839  -96.0989
## 18030                Maine 44.2581  -70.2580
## 18031            Minnesota 46.0887  -94.5007
## 18032             Illinois 38.5774  -89.1258
## 18033          Connecticut 41.7247  -73.2422
## 18034             Illinois 40.2307  -90.9500
## 18035             Michigan 43.1077  -84.6898
## 18036           New Mexico 33.2958 -104.4518
## 18037              Georgia 30.9597  -83.7380
## 18038             Maryland 38.6623  -76.8190
## 18039                Idaho 43.3726 -116.5322
## 18040             Oklahoma 35.6638  -98.8869
## 18041             Nebraska 40.7057  -96.3922
## 18042            Tennessee 35.4613  -89.4012
## 18043                 Iowa 40.6856  -92.6763
## 18044            Louisiana 32.6824  -93.9605
## 18045             Illinois 41.1004  -90.9353
## 18046             Illinois 39.7169  -88.8070
## 18047            Tennessee 35.3272  -89.6080
## 18048            Wisconsin 44.7409  -89.0459
## 18049              Arizona 35.2171 -112.4913
## 18050            Wisconsin 42.9697  -90.4331
## 18051                 Iowa 40.7385  -91.3381
## 18052        West Virginia 38.3702  -81.7710
## 18053         North Dakota 48.0429  -98.3468
## 18054             Kentucky 37.0503  -86.2083
## 18055            Tennessee 35.3821  -88.2396
## 18056           New Mexico 35.6291 -108.7927
## 18057            Wisconsin 43.5070  -90.6735
## 18058           Washington 48.6079 -123.1347
## 18059             New York 41.2007  -74.2060
## 18060           California 35.3023 -118.9143
## 18061                 Ohio 39.9294  -83.6138
## 18062            Minnesota 45.7304  -94.4714
## 18063            Minnesota 47.5550  -92.3234
## 18064             Illinois 42.2978  -88.2292
## 18065             Illinois 41.2361  -88.8310
## 18066             New York 44.0676  -76.1302
## 18067                Texas 31.2345  -94.7665
## 18068                Texas 29.6976  -96.5907
## 18069              Georgia 31.3832  -83.2237
## 18070              Indiana 40.2472  -86.7243
## 18071       South Carolina 34.6197  -79.8895
## 18072         Pennsylvania 40.8990  -78.9355
## 18073             Illinois 39.8530  -89.4619
## 18074             Virginia 36.8139  -81.6309
## 18075         Pennsylvania 41.1938  -76.0188
## 18076              Alabama 31.0034  -87.6323
## 18077              Montana 46.0366 -112.5396
## 18078                 Iowa 41.1747  -91.8212
## 18079           New Jersey 39.4774  -74.4569
## 18080       North Carolina 36.3306  -77.2149
## 18081               Oregon 42.0409 -123.6223
## 18082             Kentucky 37.3350  -82.9819
## 18083             Missouri 37.3931  -94.0942
## 18084             Colorado 39.3436 -104.4580
## 18085           New Mexico 32.8610 -104.3971
## 18086           California 40.1336 -120.9454
## 18087                 Ohio 39.3227  -83.8116
## 18088             Colorado 39.5881 -104.7857
## 18089           New Jersey 40.3087  -74.8767
## 18090             Colorado 39.7748 -105.0567
## 18091             Maryland 38.6081  -75.9470
## 18092         Pennsylvania 39.7256  -77.4688
## 18093                 Ohio 41.7113  -83.9056
## 18094              Georgia 31.8282  -83.7302
## 18095             Illinois 38.3283  -89.0345
## 18096         Pennsylvania 39.7535  -79.0844
## 18097         Pennsylvania 40.7238  -77.9432
## 18098           Washington 48.0536 -119.8995
## 18099             Illinois 40.6620  -90.4352
## 18100             Illinois 41.3559  -89.1763
## 18101           California 41.6086 -122.8409
## 18102             Virginia 36.8998  -81.7869
## 18103                Texas 34.7416 -101.8572
## 18104                Texas 29.1527  -95.4977
## 18105             New York 41.6695  -73.7974
## 18106             Virginia 36.9734  -82.5573
## 18107           California 36.5481 -119.2599
## 18108             Illinois 42.2445  -87.9197
## 18109             Michigan 43.3172  -85.3528
## 18110             Michigan 42.7612  -84.9952
## 18111         Pennsylvania 40.8036  -76.4643
## 18112                 Ohio 40.9140  -82.2856
## 18113               Oregon 44.9944 -123.9783
## 18114             Oklahoma 35.7650  -94.9693
## 18115             Maryland 38.8889  -76.9077
## 18116              Alabama 33.7603  -85.6880
## 18117              Georgia 32.1794  -82.1103
## 18118              Georgia 32.8225  -83.0826
## 18119       North Carolina 35.2375  -82.3469
## 18120         Pennsylvania 40.2337  -76.2615
## 18121             Oklahoma 36.3874  -98.0908
## 18122               Alaska 63.4705 -162.2599
## 18123           New Mexico 36.0738 -106.1269
## 18124           California 38.8356 -122.7230
## 18125         Pennsylvania 40.9228  -78.2042
## 18126           California 39.2138 -120.8033
## 18127             Arkansas 35.4261  -91.8394
## 18128            Louisiana 32.5250  -93.4118
## 18129                 Iowa 41.1349  -92.9080
## 18130            Wisconsin 42.9823  -88.6389
## 18131                 Iowa 42.7356  -93.9179
## 18132           California 36.6480 -120.2526
## 18133              Arizona 31.3829 -110.1485
## 18134                Texas 28.4608  -96.8915
## 18135         Pennsylvania 39.8570  -76.5611
## 18136                 Iowa 42.6178  -91.9057
## 18137       North Carolina 35.8786  -76.6170
## 18138           New Mexico 36.7502 -108.3588
## 18139         Pennsylvania 40.0749  -79.8903
## 18140             Kentucky 37.1638  -82.7495
## 18141       North Carolina 35.6305  -82.1777
## 18142         Pennsylvania 40.5973  -79.5630
## 18143                 Ohio 39.3925  -84.6528
## 18144           New Mexico 35.9634 -105.3312
## 18145            Louisiana 31.9203  -91.2400
## 18146             Missouri 39.2430  -91.6431
## 18147             Kentucky 37.6871  -83.9502
## 18148             Colorado 38.2328 -103.6633
## 18149             Illinois 41.1745  -88.2795
## 18150             Illinois 37.2416  -89.2713
## 18151                 Iowa 41.4876  -93.7595
## 18152                 Ohio 40.8357  -81.0649
## 18153              Montana 48.0083 -114.0613
## 18154            Tennessee 36.2020  -89.1879
## 18155         South Dakota 43.6233  -96.7023
## 18156             Illinois 38.3634  -89.7135
## 18157         Pennsylvania 40.2101  -77.1730
## 18158          Mississippi 31.5077  -91.0711
## 18159             Michigan 45.7093  -87.6079
## 18160                Texas 32.5752  -97.8782
## 18161             Virginia 37.2809  -81.3802
## 18162             Michigan 43.1792  -83.3002
## 18163             Oklahoma 36.4367  -97.5810
## 18164                 Ohio 40.5338  -83.5211
## 18165           California 38.1385 -121.1987
## 18166              Georgia 34.4835  -85.4776
## 18167             Missouri 37.2502  -92.5120
## 18168         Pennsylvania 41.9506  -75.6095
## 18169               Nevada 36.6925 -114.6356
## 18170         South Dakota 43.9914 -102.2422
## 18171              Indiana 38.0018  -86.7991
## 18172             New York 42.7938  -77.6073
## 18173            Wisconsin 44.1982  -88.6599
## 18174                Texas 28.6156  -97.8121
## 18175                 Ohio 41.2281  -84.0355
## 18176             Virginia 37.5006  -79.8749
## 18177         Pennsylvania 40.6279  -79.8813
## 18178              Georgia 33.2616  -83.2679
## 18179           California 34.2499 -117.5044
## 18180          Connecticut 41.3189  -73.5253
## 18181       North Carolina 36.0154  -82.1582
## 18182             Illinois 38.4386  -89.1602
## 18183                Texas 30.8472  -95.3984
## 18184                 Ohio 39.6102  -84.0070
## 18185            Minnesota 43.6993  -91.2824
## 18186        West Virginia 37.7349  -81.3014
## 18187         South Dakota 44.0805  -98.5712
## 18188              Montana 48.3478 -115.5160
## 18189             Kentucky 37.0842  -88.8829
## 18190        West Virginia 37.3991  -80.7950
## 18191              Alabama 34.1862  -86.7473
## 18192             Oklahoma 34.5856  -95.3561
## 18193              Georgia 34.3730  -83.0838
## 18194                Texas 33.0601  -95.4757
## 18195             Maryland 39.6966  -78.8768
## 18196         North Dakota 46.0738  -97.1451
## 18197             Colorado 37.8107 -107.6649
## 18198             Kentucky 37.4432  -87.1473
## 18199                 Ohio 41.6695  -84.6516
## 18200             Illinois 39.2539  -89.3488
## 18201       South Carolina 34.7480  -80.6285
## 18202            Minnesota 45.7321  -93.7095
## 18203          Mississippi 32.4267  -88.5100
## 18204             New York 42.7885  -77.5125
## 18205             New York 43.7060  -74.9722
## 18206                Texas 32.0507  -96.4787
## 18207             Nebraska 40.4164 -101.3766
## 18208             Virginia 37.4762  -75.8591
## 18209                 Iowa 42.7522  -92.9736
## 18210            Tennessee 36.1857  -85.0096
## 18211        West Virginia 37.6880  -81.8737
## 18212             Kentucky 38.3163  -85.6137
## 18213              Alabama 31.2434  -85.7136
## 18214            Minnesota 43.8727  -93.2993
## 18215               Alaska 59.6745 -151.4363
## 18216           New Jersey 40.3197  -74.4663
## 18217             Missouri 36.9631  -93.7936
## 18218             New York 44.4341  -74.2533
## 18219           New Jersey 39.1825  -74.7575
## 18220          Mississippi 31.7536  -89.2759
## 18221            Minnesota 44.0993  -91.8187
## 18222                 Ohio 39.5059  -83.1542
## 18223             Missouri 36.7584  -89.5688
## 18224            Minnesota 43.5734  -93.2809
## 18225             Nebraska 41.7234  -97.1215
## 18226              Indiana 39.9527  -86.9214
## 18227             Michigan 44.6161  -86.0989
## 18228               Hawaii 19.7625 -155.0931
## 18229                 Ohio 40.5780  -83.3821
## 18230             Illinois 38.9764  -90.4258
## 18231                 Ohio 39.6551  -82.4660
## 18232              Alabama 33.5190  -86.9385
## 18233         Pennsylvania 40.0782  -79.8642
## 18234       North Carolina 36.0211  -76.5815
## 18235               Oregon 45.4583 -123.7927
## 18236             Missouri 37.5057  -92.8312
## 18237        West Virginia 38.7795  -79.8911
## 18238            Louisiana 32.6093  -92.6481
## 18239              Georgia 33.5588  -82.3183
## 18240              Florida 30.9504  -87.1523
## 18241            Tennessee 35.5253  -86.3301
## 18242              Florida 29.3883  -82.4165
## 18243               Kansas 37.3151  -96.7554
## 18244            Wisconsin 44.5756  -89.4118
## 18245              Vermont 43.1390  -72.5102
## 18246            Louisiana 32.0492  -92.1116
## 18247             Illinois 37.3599  -89.1654
## 18248             Kentucky 37.4500  -85.7401
## 18249            Wisconsin 44.3093  -89.5073
## 18250           Washington 47.5576 -117.5818
## 18251         Pennsylvania 41.6373  -78.0903
## 18252              Florida 27.7988  -81.3563
## 18253               Kansas 39.8934  -96.8753
## 18254                Texas 30.0392  -97.8915
## 18255                 Ohio 38.8498  -82.9085
## 18256              Indiana 41.5318  -85.0840
## 18257            Minnesota 46.0062  -95.6869
## 18258           California 38.0253 -122.0280
## 18259              Arizona 33.6201 -110.9997
## 18260             Colorado 38.3644 -105.1646
## 18261                 Ohio 39.4858  -84.5523
## 18262               Oregon 42.6567 -122.8135
## 18263           California 40.7249 -124.2177
## 18264                Texas 27.4939  -99.3099
## 18265             Nebraska 41.3904  -97.4928
## 18266             Michigan 42.0964  -84.9903
## 18267           New Jersey 41.0026  -73.9327
## 18268              Vermont 44.1463  -72.4818
## 18269              Indiana 40.2920  -85.0285
## 18270           California 35.0497 -120.5387
## 18271            Minnesota 46.1643  -95.0341
## 18272         Pennsylvania 41.2510  -79.4626
## 18273       North Carolina 35.7095  -81.0668
## 18274         Pennsylvania 41.4843  -80.4370
## 18275                 Iowa 41.7939  -93.5241
## 18276             Illinois 40.0456  -87.8293
## 18277          Connecticut 41.9545  -71.8851
## 18278                 Ohio 39.6049  -82.8235
## 18279             Illinois 42.2316  -88.5448
## 18280         North Dakota 46.3744 -102.3189
## 18281             Illinois 40.9635  -90.1331
## 18282              Arizona 33.1152 -111.7419
## 18283              Georgia 31.8298  -83.9206
## 18284           California 38.3488 -122.9711
## 18285           New Jersey 39.6380  -74.6954
## 18286             Nebraska 42.5826  -99.5367
## 18287              Indiana 38.9172  -86.5556
## 18288         Pennsylvania 40.9750  -75.1392
## 18289             Virginia 37.6039  -75.8437
## 18290               Hawaii 19.9279 -155.8704
## 18291             Nebraska 40.8666  -98.4680
## 18292         Pennsylvania 40.3552  -78.4305
## 18293               Oregon 44.3501 -117.2668
## 18294           New Jersey 39.1932  -74.7373
## 18295            Wisconsin 45.8798  -92.3628
## 18296             New York 43.1872  -76.8863
## 18297         Pennsylvania 40.9947  -77.5521
## 18298         North Dakota 46.3625  -98.7126
## 18299               Kansas 39.3642  -96.8596
## 18300             Missouri 39.5905  -93.7961
## 18301         Pennsylvania 40.3790  -79.0751
## 18302          Connecticut 41.4728  -73.4381
## 18303             Kentucky 36.8351  -83.8413
## 18304            Louisiana 30.3455  -92.1130
## 18305                 Ohio 39.2288  -84.3223
## 18306           California 39.2336 -120.0764
## 18307             Illinois 38.6542  -90.1679
## 18308             Illinois 38.8878  -89.7362
## 18309           California 40.9007 -122.3924
## 18310                Texas 33.1820  -99.1797
## 18311          Mississippi 31.4720  -90.8931
## 18312              Arizona 34.2773 -112.7653
## 18313       North Carolina 35.0562  -77.7436
## 18314              Indiana 38.1872  -87.7086
## 18315                Maine 44.9223  -69.2628
## 18316         Pennsylvania 40.2127  -78.2470
## 18317             Missouri 40.0848  -91.8136
## 18318        West Virginia 38.4662  -81.0813
## 18319                Idaho 42.4790 -111.3639
## 18320             Illinois 39.5817  -90.2518
## 18321                 Ohio 41.6362  -81.3192
## 18322            Minnesota 45.5947  -96.8327
## 18323             Oklahoma 36.8743  -95.0946
## 18324                Texas 31.9807  -95.1150
## 18325             Missouri 38.1401  -93.7275
## 18326         South Dakota 43.9337 -103.5694
## 18327            Tennessee 35.7894  -88.3905
## 18328       North Carolina 35.8597  -79.0179
## 18329              Georgia 33.8271  -83.5014
## 18330                Texas 28.6563  -99.8077
## 18331             New York 41.5519  -74.4436
## 18332             Arkansas 33.3198  -92.6619
## 18333             Virginia 37.7676  -79.9702
## 18334           New Jersey 40.5043  -74.7175
## 18335             Arkansas 34.1898  -93.0679
## 18336              Indiana 41.6882  -86.9518
## 18337              Alabama 34.0885  -87.2075
## 18338             Virginia 37.6053  -76.5938
## 18339             Oklahoma 35.8407  -94.6061
## 18340             Colorado 37.2025 -105.4225
## 18341           New Mexico 34.1551 -106.9122
## 18342                 Iowa 42.7816  -94.9491
## 18343           Washington 47.0164 -122.6725
## 18344          Connecticut 41.0345  -73.6484
## 18345            Wisconsin 44.4488  -90.8340
## 18346               Kansas 37.5186  -95.1742
## 18347             Virginia 37.8064  -78.4919
## 18348         North Dakota 47.1149 -101.2977
## 18349               Alaska 60.2164 -162.0331
## 18350            Minnesota 48.4524  -96.8763
## 18351         Pennsylvania 41.1261  -77.2364
## 18352        West Virginia 38.1681  -81.2039
## 18353             Virginia 37.8435  -75.5686
## 18354         Pennsylvania 39.7342  -80.0755
## 18355                Texas 33.4690  -94.2190
## 18356          Mississippi 31.5831  -88.6916
## 18357         Pennsylvania 40.6924  -76.8940
## 18358                Texas 26.2811  -98.5810
## 18359            Minnesota 45.5686  -96.4372
## 18360                 Ohio 40.2990  -81.8402
## 18361       North Carolina 35.4160  -78.9390
## 18362                 Ohio 39.9500  -82.5985
## 18363                 Ohio 41.8869  -80.6771
## 18364              Indiana 39.9054  -85.5222
## 18365                 Utah 37.8853 -112.7707
## 18366        West Virginia 37.3516  -81.2513
## 18367                Texas 32.4907  -96.7813
## 18368              Georgia 33.4149  -82.3852
## 18369              Arizona 36.5044 -109.4616
## 18370              Alabama 34.0150  -86.7493
## 18371             Colorado 40.7316 -106.2814
## 18372                 Utah 37.0729 -111.6608
## 18373               Oregon 45.4348 -123.1449
## 18374              Georgia 32.8870  -84.6781
## 18375         South Dakota 44.4105  -98.4738
## 18376             Kentucky 37.1953  -82.7048
## 18377         Pennsylvania 40.4101  -79.8387
## 18378             Arkansas 34.7861  -91.4608
## 18379             Maryland 38.8153  -76.7514
## 18380                 Ohio 41.2440  -83.2338
## 18381       North Carolina 35.4142  -81.5630
## 18382             Michigan 41.9877  -83.8304
## 18383         South Dakota 45.2985  -96.4657
## 18384          Mississippi 34.1788  -89.0336
## 18385                Texas 30.7895  -96.2758
## 18386             Illinois 41.0788  -87.8011
## 18387           New Jersey 40.7895  -74.2415
## 18388             New York 43.1384  -74.9707
## 18389              Alabama 31.6256  -88.3190
## 18390               Hawaii 20.8541 -156.6424
## 18391             Virginia 38.0068  -77.9061
## 18392             Nebraska 40.7440  -97.6007
## 18393         Pennsylvania 40.9929  -75.9607
## 18394             Arkansas 36.0124  -93.1874
## 18395        Massachusetts 41.5689  -70.4812
## 18396            Wisconsin 45.8946  -89.6912
## 18397                Texas 30.1438  -95.7079
## 18398              Florida 26.5090  -80.0542
## 18399             Arkansas 35.4028  -90.7536
## 18400        West Virginia 38.1490  -81.2800
## 18401                 Iowa 42.7268  -94.4368
## 18402             Virginia 36.9326  -82.4846
## 18403             Kentucky 37.3342  -82.8733
## 18404             Nebraska 41.2863  -99.3825
## 18405              Montana 47.6091 -114.6705
## 18406       North Carolina 35.3153  -81.6602
## 18407                Texas 33.1819  -99.8933
## 18408            Minnesota 46.3969  -95.0125
## 18409            Minnesota 46.3349  -94.6423
## 18410             New York 44.0016  -75.9548
## 18411                Texas 26.0767  -97.8465
## 18412          Puerto Rico 18.1412  -66.2004
## 18413              Arizona 33.3626 -112.2267
## 18414           California 39.2323 -123.1970
## 18415              Florida 30.8727  -85.1612
## 18416             Colorado 38.0141 -103.6283
## 18417          Puerto Rico 18.2710  -65.6623
## 18418             Missouri 37.6940  -89.8674
## 18419               Kansas 39.5228  -95.3969
## 18420                Maine 44.9643  -70.6467
## 18421             Kentucky 37.6830  -86.8701
## 18422            Wisconsin 44.9514  -92.0769
## 18423             Arkansas 33.9872  -91.5641
## 18424            Tennessee 35.0424  -87.1654
## 18425             Illinois 41.2385  -88.2452
## 18426             New York 41.9220  -73.9439
## 18427                Texas 32.5510  -98.4979
## 18428              Indiana 39.8072  -87.4945
## 18429              Alabama 34.4679  -86.7909
## 18430            Tennessee 35.1088  -84.9853
## 18431         Pennsylvania 39.8977  -75.7304
## 18432           New Jersey 40.0446  -74.5547
## 18433             Oklahoma 35.8684  -95.5159
## 18434                Texas 30.4874  -94.7679
## 18435             Colorado 38.9344 -105.0238
## 18436              Georgia 34.6760  -84.4761
## 18437         North Dakota 47.7358 -102.6756
## 18438             Missouri 39.5023  -94.6296
## 18439                 Iowa 41.2901  -94.5602
## 18440                Texas 29.3305  -99.2753
## 18441             Virginia 37.2151  -82.2931
## 18442              Wyoming 42.6777 -110.9408
## 18443       South Carolina 34.5791  -79.5461
## 18444             Missouri 39.9749  -93.8029
## 18445             Kentucky 37.4784  -84.8151
## 18446                 Iowa 41.7181  -92.9072
## 18447              Florida 29.0334  -82.7326
## 18448          Mississippi 31.7332  -89.9833
## 18449       North Carolina 35.1415  -77.7162
## 18450               Kansas 38.3857  -97.4303
## 18451         South Dakota 45.8378 -100.0748
## 18452                 Utah 40.4733 -111.2533
## 18453             Missouri 37.2148  -93.8405
## 18454             Nebraska 42.6833 -102.6897
## 18455        West Virginia 39.3483  -79.6764
## 18456                Texas 33.1379  -96.9751
## 18457              Florida 28.6237  -81.5439
## 18458             Arkansas 34.3087  -90.8533
## 18459           California 35.8927 -119.0470
## 18460                Texas 31.6112 -100.6406
## 18461          Mississippi 33.9773  -88.4184
## 18462             Missouri 40.2639  -92.9563
## 18463             Kentucky 36.7651  -88.3023
## 18464                Texas 31.1279  -95.4456
## 18465         North Dakota 46.0347  -99.3736
## 18466                Texas 26.5662  -98.1298
## 18467             New York 42.4037  -78.6115
## 18468         Pennsylvania 40.1777  -80.1303
## 18469           California 32.6278 -116.1826
## 18470            Wisconsin 45.1975  -92.5321
## 18471                 Iowa 42.5986  -91.6404
## 18472              Georgia 33.3011  -82.2025
## 18473                 Iowa 42.1125  -92.9886
## 18474            Tennessee 35.5908  -86.3538
## 18475       South Carolina 33.9721  -79.7490
## 18476         Pennsylvania 40.3242  -78.7014
## 18477              Montana 48.5632 -109.6713
## 18478             Oklahoma 35.9568  -97.2396
## 18479         South Dakota 45.5057 -100.0329
## 18480                 Ohio 41.6066  -80.5686
## 18481             Colorado 37.0762 -106.0104
## 18482             Illinois 40.6293  -89.3313
## 18483            Tennessee 35.2862  -84.7611
## 18484             Colorado 39.5901 -105.9383
## 18485           California 34.6832 -118.4588
## 18486             Missouri 37.0333  -94.4948
## 18487            Louisiana 30.0277  -90.7710
## 18488             New York 42.1936  -74.1350
## 18489             Oklahoma 36.3143  -95.7477
## 18490             New York 42.1693  -78.9520
## 18491              Indiana 39.9763  -85.6168
## 18492             Arkansas 33.0998  -93.4618
## 18493              Indiana 39.8600  -86.6437
## 18494               Kansas 37.9572  -98.9689
## 18495             Nebraska 41.5716  -97.8612
## 18496             Nebraska 42.4978  -97.5393
## 18497              Georgia 32.3822  -82.3153
## 18498              Indiana 39.9664  -87.2782
## 18499               Oregon 42.5764 -121.8677
## 18500              Florida 30.2752  -82.1604
## 18501             Missouri 37.6331  -93.5769
## 18502         Pennsylvania 40.8631  -77.0562
## 18503             Virginia 36.9118  -80.3184
## 18504                Texas 31.3093  -97.6242
## 18505             Virginia 36.9798  -80.9678
## 18506         Pennsylvania 40.1073  -80.0214
## 18507       North Carolina 35.3968  -81.1190
## 18508            Minnesota 44.7236  -94.4869
## 18509                 Ohio 41.1250  -83.0167
## 18510              Montana 46.0231 -114.1787
## 18511             New York 43.0334  -77.1569
## 18512              Arizona 34.9296 -114.6159
## 18513         North Dakota 47.6494  -99.6267
## 18514             Arkansas 35.7517  -91.5003
## 18515             Colorado 39.4063 -107.1661
## 18516              Georgia 31.5254  -81.4320
## 18517           Washington 47.0915 -117.5887
## 18518            Minnesota 45.9663  -95.5946
## 18519                 Iowa 43.4182  -95.5366
## 18520                 Utah 38.4037 -111.6454
## 18521             Illinois 41.1698  -90.9998
## 18522             Nebraska 41.2915  -99.9203
## 18523              Montana 48.2468 -109.7341
## 18524              Arizona 36.9664 -109.3828
## 18525             Oklahoma 36.1345  -99.7727
## 18526       North Carolina 35.0579  -78.1128
## 18527              Indiana 39.4982  -85.4675
## 18528              Wyoming 42.9035 -105.8434
## 18529           California 37.0062 -122.0425
## 18530         North Dakota 48.7661 -101.5169
## 18531                 Ohio 39.8451  -82.5532
## 18532         Pennsylvania 40.8705  -77.8658
## 18533             Kentucky 36.6422  -88.7395
## 18534       North Carolina 34.9675  -79.9845
## 18535             Illinois 40.5540  -90.8683
## 18536              Indiana 40.8647  -86.0772
## 18537         South Dakota 43.8893 -100.7142
## 18538              Montana 48.3843 -114.0652
## 18539       South Carolina 33.8453  -81.6617
## 18540             Michigan 42.9422  -83.2897
## 18541          Puerto Rico 18.3953  -65.8940
## 18542         South Dakota 44.3593 -103.4538
## 18543             Virginia 37.7671  -75.6054
## 18544                 Ohio 40.2166  -80.8762
## 18545               Kansas 39.0334  -97.5932
## 18546        Massachusetts 41.5831  -70.4992
## 18547          Puerto Rico 18.0541  -66.5858
## 18548            Minnesota 43.7617  -93.3286
## 18549          Mississippi 32.6749  -89.4529
## 18550         Pennsylvania 40.2495  -78.8442
## 18551              Wyoming 43.7136 -108.1873
## 18552             Missouri 37.4650  -93.2743
## 18553           New Mexico 32.1244 -106.7090
## 18554              Indiana 39.8484  -86.1731
## 18555             Illinois 39.7649  -89.2608
## 18556              Alabama 34.0372  -86.1472
## 18557            Tennessee 36.0465  -83.2782
## 18558            Minnesota 46.4729  -93.9000
## 18559             Illinois 38.6974  -88.2232
## 18560            Wisconsin 44.6338  -92.1918
## 18561                Texas 33.4830  -97.0849
## 18562           California 35.2087 -119.4106
## 18563                Texas 26.1327  -97.3974
## 18564         Pennsylvania 40.5686  -76.3937
## 18565           Washington 47.0223 -123.4737
## 18566             Virginia 38.2586  -78.9654
## 18567             Illinois 40.0301  -90.9580
## 18568         North Dakota 47.4995  -97.3693
## 18569                 Ohio 39.5489  -81.7944
## 18570         Pennsylvania 40.2230  -76.8561
## 18571                 Iowa 42.3428  -91.2490
## 18572              Florida 26.6457  -80.1104
## 18573            Louisiana 31.4985  -92.4432
## 18574        New Hampshire 43.7542  -71.1508
## 18575             Colorado 38.1663 -103.9445
## 18576              Alabama 32.2010  -88.0378
## 18577              Alabama 34.7026  -85.6690
## 18578               Kansas 39.5001  -98.3066
## 18579              Alabama 32.2993  -86.7148
## 18580                Idaho 43.9120 -113.6128
## 18581              Georgia 32.8115  -84.6989
## 18582            Wisconsin 46.0978  -91.8263
## 18583           California 36.4540 -119.4838
## 18584         Pennsylvania 41.9959  -77.1304
## 18585             Illinois 39.1085  -87.6606
## 18586              Alabama 31.3525  -86.5412
## 18587                Idaho 47.7639 -116.7559
## 18588             Illinois 41.1150  -90.1648
## 18589             Illinois 40.4322  -89.2209
## 18590               Alaska 66.8292 -161.0377
## 18591                 Ohio 39.9033  -81.5438
## 18592          Mississippi 34.3611  -88.8387
## 18593          Mississippi 34.2158  -89.9447
## 18594             Missouri 39.1383  -93.9861
## 18595           New Mexico 32.2060 -107.7250
## 18596                Texas 32.2872  -96.0892
## 18597              Georgia 31.4720  -83.6509
## 18598                 Iowa 40.9812  -95.1027
## 18599             Missouri 39.0992  -93.6390
## 18600            Minnesota 47.2302  -93.4912
## 18601             Arkansas 34.6099  -92.9197
## 18602             Colorado 38.1994 -107.7754
## 18603              Georgia 33.2861  -84.7699
## 18604             Oklahoma 34.4546  -97.6620
## 18605         Pennsylvania 41.2804  -76.7079
## 18606         North Dakota 46.4014 -101.8474
## 18607              Alabama 34.7072  -86.3768
## 18608             Virginia 37.6974  -77.8943
## 18609             Virginia 38.6201  -77.8049
## 18610            Minnesota 43.8409  -93.8279
## 18611         South Dakota 44.0407 -101.6645
## 18612            Wisconsin 42.9184  -90.2742
## 18613              Georgia 33.4928  -84.9137
## 18614             Missouri 37.0370  -94.5228
## 18615             Nebraska 40.3953  -96.9221
## 18616         Pennsylvania 39.9619  -75.8025
## 18617                 Ohio 39.9019  -84.4958
## 18618             Arkansas 36.2522  -92.6886
## 18619             New York 44.1613  -75.0363
## 18620            Minnesota 47.3510  -96.8258
## 18621         Pennsylvania 40.3916  -79.7860
## 18622             Colorado 39.6154 -104.0434
## 18623              Montana 48.1447 -104.5183
## 18624            Wisconsin 43.3741  -89.6272
## 18625            Minnesota 43.8491  -96.3999
## 18626           Washington 46.2056 -123.3835
## 18627             Nebraska 41.4160  -96.5025
## 18628             Kentucky 38.2905  -85.5872
## 18629             Michigan 44.0431  -82.9945
## 18630         Pennsylvania 41.9837  -79.3395
## 18631                 Iowa 40.8918  -92.8187
## 18632        West Virginia 37.4228  -81.1967
## 18633         Pennsylvania 40.7438  -75.6582
## 18634         Pennsylvania 40.8002  -78.0524
## 18635             New York 41.6606  -74.8159
## 18636              Indiana 40.1890  -86.9023
## 18637           Washington 47.2363 -117.3764
## 18638              Indiana 40.6099  -86.5392
## 18639           California 39.7489 -121.6968
## 18640           California 33.5238 -114.6530
## 18641           California 37.2794 -118.3877
## 18642                 Iowa 40.9949  -92.1673
## 18643            Tennessee 35.6763  -83.7529
## 18644            Louisiana 30.1816  -92.4633
## 18645             New York 43.0772  -75.7097
## 18646       South Carolina 34.8024  -80.6936
## 18647             Illinois 37.6343  -89.5013
## 18648             Virginia 36.8389  -78.7284
## 18649             Missouri 36.5403  -94.3078
## 18650                 Iowa 42.3881  -95.8656
## 18651                 Utah 39.9588 -112.1149
## 18652                Idaho 46.1415 -115.9765
## 18653             New York 44.6977  -73.6441
## 18654             Kentucky 37.3265  -85.5430
## 18655             Nebraska 40.5897  -99.8616
## 18656             Michigan 43.8375  -83.3740
## 18657         Pennsylvania 39.9471  -77.1496
## 18658         Pennsylvania 40.3436  -80.3803
## 18659              Indiana 39.5253  -87.0891
## 18660                Idaho 47.5426 -116.1775
## 18661           California 37.5601 -120.9888
## 18662             Illinois 40.9429  -90.3109
## 18663         Pennsylvania 41.1535  -76.1501
## 18664              Indiana 39.6697  -86.7532
## 18665        West Virginia 39.6144  -78.2857
## 18666              Indiana 38.3327  -87.4481
## 18667                 Utah 39.3494 -110.8556
## 18668               Kansas 37.2679  -97.7629
## 18669             New York 41.8297  -74.0380
## 18670             Illinois 41.9335  -88.9742
## 18671              Georgia 33.7026  -85.1893
## 18672             New York 42.7930  -74.6128
## 18673                Texas 33.9839  -99.7241
## 18674                 Iowa 43.2790  -96.2329
## 18675            Louisiana 32.3094  -91.7794
## 18676             Arkansas 35.0236  -94.3799
## 18677              Indiana 41.0194  -86.4125
## 18678           New Mexico 35.5765 -105.6500
## 18679            Wisconsin 45.9209  -91.3303
## 18680                 Ohio 40.7673  -82.4795
## 18681                Texas 32.4750  -97.7611
## 18682              Indiana 41.3177  -86.8896
## 18683           Washington 47.3298 -123.1573
## 18684             Missouri 37.9425  -91.8913
## 18685             Nebraska 41.1235 -101.3522
## 18686            Wisconsin 43.3101  -88.5192
## 18687            Wisconsin 43.3641  -89.7730
## 18688             New York 42.3628  -79.0510
## 18689         Pennsylvania 40.2141  -76.1606
## 18690       North Carolina 36.1582  -81.9808
## 18691             Oklahoma 35.7906  -95.9981
## 18692            Wisconsin 46.3240  -90.6605
## 18693              Arizona 35.1312 -114.1267
## 18694            Tennessee 35.3218  -87.3013
## 18695              Georgia 33.2925  -84.4588
## 18696           California 37.4673 -119.8852
## 18697              Montana 45.4846 -108.9723
## 18698             Kentucky 37.4590  -82.7340
## 18699                 Iowa 43.1619  -95.3195
## 18700               Kansas 39.0855  -96.0278
## 18701                Texas 32.9961  -95.9406
## 18702             Michigan 46.3956  -87.9819
## 18703            Wisconsin 44.5558  -87.6197
## 18704               Kansas 39.5045  -98.5472
## 18705        West Virginia 40.2181  -80.6588
## 18706          Mississippi 33.8392  -90.7264
## 18707         South Dakota 44.7174 -103.4183
## 18708             Nebraska 40.4612  -96.3776
## 18709              Arizona 32.9127 -110.7345
## 18710            Louisiana 31.4480  -93.4583
## 18711             New York 42.4658  -78.1105
## 18712              Alabama 33.8588  -85.6733
## 18713       North Carolina 34.3738  -78.3000
## 18714             Oklahoma 36.2318  -96.9313
## 18715             Oklahoma 35.7744  -94.7053
## 18716            Wisconsin 43.9077  -90.9165
## 18717        West Virginia 38.1201  -82.5950
## 18718             Nebraska 41.2138  -96.4825
## 18719            Minnesota 44.0449  -92.9976
## 18720             Missouri 40.5238  -92.5314
## 18721                Maine 44.4038  -70.7863
## 18722            Wisconsin 42.6876  -90.7105
## 18723                 Iowa 41.8927  -91.1486
## 18724              Alabama 31.2999  -85.4503
## 18725              Georgia 32.2806  -82.1387
## 18726               Oregon 45.9760 -118.5010
## 18727          Mississippi 32.3167  -89.0217
## 18728          Puerto Rico 18.2894  -66.0508
## 18729             Colorado 37.4279 -105.4351
## 18730            Minnesota 43.5365  -93.7111
## 18731             Illinois 41.7174  -89.9240
## 18732          Mississippi 32.9936  -89.0636
## 18733             Oklahoma 35.8066  -95.0437
## 18734                Texas 32.4087 -100.7125
## 18735         Pennsylvania 39.8095  -79.3552
## 18736              Indiana 41.6850  -86.9804
## 18737                 Ohio 38.6980  -83.1005
## 18738            Wisconsin 44.2602  -88.8715
## 18739                 Ohio 40.3360  -82.0019
## 18740             Missouri 37.1922  -89.5505
## 18741         Pennsylvania 40.5652  -78.3520
## 18742                 Iowa 41.2098  -93.8467
## 18743         South Dakota 44.0846 -103.4380
## 18744                Idaho 47.4958 -115.9604
## 18745             Michigan 42.2633  -84.5793
## 18746             Oklahoma 34.0649  -95.0074
## 18747           Washington 45.8022 -122.5767
## 18748             New York 43.6461  -73.7945
## 18749            Wisconsin 43.0975  -88.4521
## 18750                 Ohio 40.4497  -81.3679
## 18751               Kansas 39.3941  -96.4137
## 18752             Maryland 39.0020  -77.0740
## 18753            Minnesota 48.3366  -96.8162
## 18754              Indiana 40.4819  -86.3946
## 18755             Missouri 39.0870  -94.4808
## 18756            Minnesota 44.4471  -94.3927
## 18757           New Jersey 40.7617  -74.9301
## 18758                Texas 29.8184  -95.9765
## 18759            Tennessee 35.8553  -85.5120
## 18760          Mississippi 32.1731  -88.8163
## 18761             Maryland 39.6111  -76.0980
## 18762             Arkansas 35.1660  -92.2770
## 18763            Louisiana 30.6489  -89.9070
## 18764            Louisiana 30.9344  -92.9267
## 18765             Oklahoma 34.0243  -95.2973
## 18766          Mississippi 31.7879  -89.0362
## 18767           California 35.2769 -116.0717
## 18768            Wisconsin 43.9720  -89.8203
## 18769         Pennsylvania 41.2025  -79.3269
## 18770              Indiana 39.8837  -86.5416
## 18771             Michigan 42.8239  -83.9467
## 18772         Pennsylvania 41.9563  -78.3817
## 18773           Washington 46.5713 -123.2982
## 18774             Missouri 39.7513  -92.5638
## 18775                 Utah 40.8757 -111.3847
## 18776         Pennsylvania 40.1246  -78.8189
## 18777             Kentucky 37.6357  -86.7171
## 18778           California 40.6408 -124.2225
## 18779             New York 42.0741  -77.9123
## 18780                 Iowa 42.3177  -93.4343
## 18781                 Ohio 40.8556  -84.4462
## 18782               Alaska 58.4275 -135.7492
## 18783        West Virginia 38.8579  -80.6538
## 18784              Alabama 34.3272  -86.7614
## 18785             Maryland 38.4203  -76.5475
## 18786                Texas 31.4989  -94.3459
## 18787            Minnesota 43.7981  -95.3197
## 18788                Texas 32.7193  -97.6722
## 18789                 Utah 40.1933 -110.0624
## 18790               Kansas 37.7800  -98.0224
## 18791           California 34.4244 -119.5938
## 18792             Oklahoma 36.4703  -95.0527
## 18793             New York 40.7940  -73.7414
## 18794             Arkansas 35.6954  -91.5923
## 18795             Arkansas 34.4314  -93.2886
## 18796         South Dakota 43.5671 -100.7449
## 18797             Arkansas 35.3763  -90.2704
## 18798             Illinois 38.7460  -89.2737
## 18799                Texas 29.9324  -96.9812
## 18800             New York 42.4082  -77.2234
## 18801             Missouri 38.0887  -92.2961
## 18802                Texas 27.0480  -99.4321
## 18803         Pennsylvania 40.8380  -79.6351
## 18804                 Ohio 39.1878  -83.4901
## 18805             Kentucky 37.8996  -85.2196
## 18806           Washington 47.0103 -117.1395
## 18807             New York 40.6816  -73.6645
## 18808             New York 42.7612  -77.2280
## 18809                 Ohio 40.3990  -81.0882
## 18810           California 37.0892 -122.0409
## 18811           New Jersey 40.0258  -74.6318
## 18812         South Dakota 44.5799  -97.2109
## 18813                 Ohio 39.7640  -83.2068
## 18814            Wisconsin 44.8866  -89.3371
## 18815            Wisconsin 43.3922  -90.7735
## 18816              Alabama 34.6788  -87.3083
## 18817             Oklahoma 35.4578  -94.4984
## 18818            Wisconsin 43.4708  -87.9926
## 18819       North Carolina 36.1836  -75.7559
## 18820                Idaho 44.1727 -112.2293
## 18821             Virginia 36.9933  -78.6009
## 18822       South Carolina 33.9245  -81.3928
## 18823             Missouri 39.4761  -94.5619
## 18824              Florida 29.6795  -83.3837
## 18825             Illinois 40.2957  -90.4290
## 18826         South Dakota 44.7049 -100.0675
## 18827       North Carolina 35.2522  -78.3552
## 18828               Alaska 59.8722 -150.9984
## 18829        New Hampshire 44.0364  -71.6968
## 18830             Missouri 40.3963  -91.5755
## 18831           Washington 46.7916 -117.2511
## 18832             Maryland 39.2088  -77.1415
## 18833             Illinois 41.0690  -87.6060
## 18834       South Carolina 34.2807  -81.6445
## 18835                 Iowa 42.6592  -93.5012
## 18836             Kentucky 37.0593  -88.1150
## 18837             Maryland 39.5989  -77.6127
## 18838              Arizona 35.7534 -109.6247
## 18839         South Dakota 45.4294 -101.0715
## 18840                Texas 26.3518  -98.7595
## 18841             Colorado 39.2400 -107.9635
## 18842                Idaho 43.8934 -116.6452
## 18843             Arkansas 35.4220  -91.4552
## 18844       North Carolina 35.8176  -77.4571
## 18845        West Virginia 40.1399  -80.6898
## 18846           California 36.0238 -120.9074
## 18847           California 38.4867 -120.6035
## 18848                 Iowa 43.1992  -94.2214
## 18849           New Mexico 35.5105 -108.6397
## 18850                Texas 33.5453  -95.7248
## 18851             New York 43.5838  -75.3412
## 18852             Illinois 39.9457  -89.9365
## 18853             Colorado 38.2668 -108.5487
## 18854                Texas 33.8524  -97.6435
## 18855             Michigan 47.1037  -88.6281
## 18856             Virginia 37.0012  -80.7372
## 18857             Illinois 39.5404  -89.7580
## 18858       North Carolina 35.1735  -81.4520
## 18859                Texas 32.4832  -97.3259
## 18860                 Iowa 40.6821  -93.1211
## 18861           New Mexico 32.3944 -104.1981
## 18862                 Iowa 43.4512  -95.0990
## 18863                Texas 33.3628  -95.1034
## 18864           New Mexico 36.1922 -105.7200
## 18865              Alabama 33.1563  -85.2862
## 18866         Pennsylvania 41.2849  -75.9143
## 18867             Missouri 37.0433  -89.6122
## 18868         Pennsylvania 40.2895  -75.9731
## 18869              Wyoming 42.7969 -111.0216
## 18870              Vermont 44.3274  -72.9892
## 18871               Kansas 38.2473  -97.3454
## 18872            Wisconsin 42.6917  -87.8223
## 18873                 Iowa 42.0682  -95.5897
## 18874             Illinois 37.7771  -88.8499
## 18875            Minnesota 44.8722  -93.0943
## 18876             New York 41.6663  -73.8633
## 18877           California 37.5469 -121.2009
## 18878             Oklahoma 36.1488  -99.2994
## 18879             Missouri 40.3508  -92.5657
## 18880             New York 43.6923  -73.9835
## 18881         Pennsylvania 40.4781  -75.9851
## 18882        West Virginia 37.6221  -81.1057
## 18883             Oklahoma 34.9884  -96.9254
## 18884         South Dakota 44.4359  -96.6460
## 18885             Oklahoma 35.8805  -96.9661
## 18886              Georgia 33.5180  -83.7348
## 18887          Puerto Rico 18.3847  -66.5560
## 18888             Missouri 36.7151  -93.2020
## 18889             Colorado 40.2099 -105.5112
## 18890              Indiana 39.5849  -85.8627
## 18891              Montana 47.2769 -111.7026
## 18892             Oklahoma 35.3790  -98.7818
## 18893       North Carolina 36.0784  -79.5721
## 18894             Kentucky 37.5081  -85.6992
## 18895             Oklahoma 35.8694  -97.5272
## 18896            Louisiana 32.5395  -93.0541
## 18897                 Ohio 40.8039  -82.1963
## 18898             Arkansas 35.1959  -92.2066
## 18899          Mississippi 31.4960  -91.4152
## 18900           California 37.4070 -118.5817
## 18901                Texas 32.5125  -96.3846
## 18902              Indiana 39.3950  -86.5628
## 18903                 Utah 40.8167 -111.4151
## 18904             Oklahoma 35.1042  -98.4416
## 18905         Pennsylvania 41.9624  -75.5826
## 18906                Texas 30.7083  -96.8593
## 18907             New York 42.0887  -78.1565
## 18908                 Ohio 39.6266  -80.9059
## 18909             Arkansas 33.8659  -92.2911
## 18910               Oregon 42.0702 -123.7077
## 18911                Maine 44.9582  -70.1592
## 18912             Virginia 37.0850  -77.5865
## 18913             Kentucky 38.3040  -85.5946
## 18914             Illinois 39.0694  -89.8553
## 18915                Texas 32.6330  -96.3186
## 18916               Alaska 59.4762 -157.2710
## 18917                 Ohio 40.7752  -82.2596
## 18918             Michigan 43.4908  -85.4456
## 18919             Michigan 41.7242  -84.4188
## 18920            Minnesota 45.3942  -92.8142
## 18921               Oregon 45.7431 -119.1917
## 18922               Kansas 37.9166  -95.3023
## 18923         Pennsylvania 40.0373  -76.1863
## 18924           New Jersey 40.2497  -73.9976
## 18925       South Carolina 33.7901  -78.7490
## 18926             New York 44.4246  -73.3807
## 18927           Washington 47.3048 -117.9714
## 18928             Michigan 43.1800  -83.3257
## 18929             Arkansas 35.0814  -94.2663
## 18930                Texas 27.9452  -97.8061
## 18931          Mississippi 34.9540  -89.5256
## 18932           New Jersey 40.8614  -74.9858
## 18933             Oklahoma 36.1226  -95.2889
## 18934              Vermont 44.9963  -72.4038
## 18935             Illinois 39.6273  -90.2257
## 18936                 Ohio 41.0991  -82.1231
## 18937             Missouri 40.3523  -94.6723
## 18938                 Ohio 40.9695  -82.6016
## 18939             Missouri 36.6117  -89.8189
## 18940             Missouri 39.3059  -92.5132
## 18941             Virginia 37.9023  -75.5058
## 18942                Texas 30.3321  -95.8629
## 18943             Virginia 37.5411  -78.4613
## 18944                Texas 26.3276  -98.7167
## 18945             Illinois 41.5560  -89.4599
## 18946             Arkansas 35.3780  -93.3630
## 18947             Missouri 39.1010  -91.6472
## 18948             Oklahoma 34.9515  -95.0791
## 18949             Illinois 39.4345  -89.9959
## 18950            Minnesota 46.9831  -93.5959
## 18951                 Ohio 41.3204  -82.4903
## 18952        West Virginia 39.5103  -79.8005
## 18953              Georgia 32.1882  -82.5698
## 18954       North Carolina 35.2480  -81.7653
## 18955              Vermont 43.6638  -72.3364
## 18956            Minnesota 44.2331  -95.8707
## 18957           New Mexico 34.6803 -106.7589
## 18958             Illinois 37.9962  -88.9470
## 18959              Alabama 32.0764  -85.5244
## 18960            Wisconsin 45.5597  -88.6697
## 18961            Wisconsin 44.9533  -91.0398
## 18962              Vermont 42.7653  -73.2355
## 18963             Arkansas 34.5693  -93.1726
## 18964             Arkansas 34.5247  -93.3336
## 18965             Nebraska 42.5974  -98.0353
## 18966                 Ohio 41.0960  -80.9812
## 18967            Minnesota 44.7368  -94.6170
## 18968                 Utah 37.2540 -112.6574
## 18969                 Ohio 39.4975  -84.6690
## 18970               Kansas 39.2354  -95.4659
## 18971            Minnesota 46.4817  -93.9978
## 18972                 Ohio 40.0804  -83.0250
## 18973             Missouri 39.8986  -92.4800
## 18974         Pennsylvania 41.2203  -76.0095
## 18975             Missouri 36.7826  -90.2077
## 18976              Vermont 42.9411  -73.2020
## 18977           New Jersey 40.1326  -74.5348
## 18978       North Carolina 35.4972  -77.9877
## 18979             Oklahoma 35.7960  -94.7718
## 18980             Illinois 41.3290  -89.6793
## 18981           California 33.8411 -116.2484
## 18982       South Carolina 34.5363  -83.0751
## 18983          Mississippi 34.8341  -89.1778
## 18984       North Carolina 35.1635  -78.7370
## 18985        West Virginia 39.2611  -80.2862
## 18986             Arkansas 33.4474  -92.1714
## 18987            Minnesota 46.1284  -94.9490
## 18988             Virginia 36.6172  -81.0094
## 18989            Louisiana 32.0181  -93.7237
## 18990             Missouri 37.1973  -89.7392
## 18991             Virginia 38.4115  -78.8004
## 18992               Kansas 37.4695  -96.2631
## 18993            Louisiana 32.2845  -92.7171
## 18994             Kentucky 38.3081  -85.5415
## 18995       South Carolina 33.8779  -80.6949
## 18996             Illinois 42.0142  -89.8885
## 18997               Alaska 61.5817 -159.5451
## 18998                 Iowa 42.4407  -94.1192
## 18999            Minnesota 44.6085  -93.0025
## 19000           New Jersey 39.2662  -74.8672
## 19001         Pennsylvania 40.2457  -76.4838
## 19002           New Jersey 40.9132  -74.6104
## 19003            Minnesota 46.7814  -96.6542
## 19004             Illinois 38.6826  -89.5536
## 19005                Texas 29.7541  -96.0416
## 19006         Pennsylvania 40.3595  -80.3850
## 19007                Texas 33.5327 -101.7077
## 19008       South Carolina 34.5921  -81.4645
## 19009              Montana 46.9865 -104.1899
## 19010                Idaho 46.5740 -116.7096
## 19011        New Hampshire 44.1205  -71.9580
## 19012                Texas 31.4187  -97.5113
## 19013             Illinois 38.5141  -88.4371
## 19014              Indiana 41.4561  -86.3082
## 19015              Georgia 33.3689  -85.1037
## 19016                 Iowa 41.8237  -90.6507
## 19017                 Utah 38.7625 -111.9876
## 19018              Alabama 31.7810  -85.5583
## 19019             Missouri 36.7023  -93.3779
## 19020               Alaska 59.5670 -139.5966
## 19021              Indiana 40.9155  -85.2806
## 19022            Louisiana 29.3330  -89.4053
## 19023             Missouri 37.8356  -90.6718
## 19024                 Ohio 41.1045  -82.6137
## 19025            Louisiana 30.6917  -91.7485
## 19026              Indiana 38.6669  -86.7938
## 19027            Tennessee 36.4012  -86.3067
## 19028              Arizona 33.5582 -114.2434
## 19029             Colorado 40.8071 -105.5864
## 19030             Virginia 37.2919  -75.9678
## 19031       North Carolina 35.1890  -77.3206
## 19032                 Ohio 40.1156  -84.4964
## 19033                 Utah 41.9116 -111.9356
## 19034             Missouri 37.4766  -93.4293
## 19035             Illinois 41.2800  -88.1443
## 19036            Wisconsin 44.6684  -88.7037
## 19037              Montana 45.8995 -108.3054
## 19038              Florida 30.3906  -84.9857
## 19039             New York 42.9591  -74.2381
## 19040         South Dakota 45.6024  -97.8303
## 19041              Georgia 34.8458  -83.4330
## 19042             Missouri 37.2729  -94.6052
## 19043             Missouri 36.9328  -90.7477
## 19044              Florida 30.4421  -84.1269
## 19045        West Virginia 40.1913  -80.6649
## 19046              Indiana 41.2756  -86.0459
## 19047           Washington 47.0806 -122.0536
## 19048            Wisconsin 45.3780  -87.9553
## 19049         Pennsylvania 41.2016  -79.8748
## 19050              Alabama 33.5259  -85.3390
## 19051         Pennsylvania 39.9476  -79.9986
## 19052       North Carolina 34.3444  -78.2198
## 19053             Virginia 36.7014  -78.0943
## 19054               Alaska 66.2372 -166.1027
## 19055       North Carolina 34.8823  -76.3440
## 19056             New York 42.4489  -73.7941
## 19057              Georgia 34.0370  -83.2139
## 19058       North Carolina 36.2217  -80.9431
## 19059         Pennsylvania 39.9997  -79.7774
## 19060                 Ohio 40.3681  -81.0031
## 19061             Maryland 38.1653  -76.5366
## 19062            Tennessee 35.8743  -88.8437
## 19063         Pennsylvania 40.0211  -76.1366
## 19064            Minnesota 44.4655  -96.2508
## 19065         Pennsylvania 41.6027  -80.3093
## 19066         Pennsylvania 41.1969  -80.4958
## 19067             Virginia 36.6981  -79.8994
## 19068        West Virginia 38.7745  -82.2040
## 19069              Indiana 39.7271  -87.3315
## 19070            Wisconsin 46.8142  -90.8228
## 19071               Kansas 39.7667  -99.0329
## 19072             Illinois 37.2776  -89.1752
## 19073         South Dakota 43.2254  -97.9659
## 19074            Minnesota 47.3792  -94.5993
## 19075         Pennsylvania 40.5615  -79.2997
## 19076               Oregon 45.0191 -122.9736
## 19077               Oregon 42.7526 -122.4757
## 19078             Oklahoma 34.8356  -95.8355
## 19079        West Virginia 37.8532  -82.0603
## 19080        West Virginia 38.3008  -81.5580
## 19081                 Iowa 41.9838  -90.9544
## 19082             Maryland 39.7169  -78.7747
## 19083               Alaska 60.6923 -161.9822
## 19084            Minnesota 46.4731  -96.2842
## 19085                 Ohio 39.4331  -84.4845
## 19086           New Jersey 40.5205  -74.8002
## 19087           Washington 46.7968 -122.8680
## 19088             Colorado 40.1254 -105.2924
## 19089             Illinois 37.8886  -89.4965
## 19090                 Iowa 41.2745  -92.6814
## 19091                Texas 26.0742  -97.4458
## 19092         Pennsylvania 40.7737  -78.5501
## 19093       South Carolina 33.9849  -80.2044
## 19094                 Ohio 38.5325  -82.3061
## 19095           New Mexico 35.6078 -108.4225
## 19096               Oregon 43.2529 -123.4574
## 19097             Michigan 42.9392  -84.0330
## 19098               Alaska 70.6380 -159.9713
## 19099           Washington 47.3848 -117.1748
## 19100             Kentucky 36.8532  -83.1539
## 19101       North Carolina 36.4379  -76.3308
## 19102           New Mexico 35.2536 -106.5706
## 19103       South Carolina 33.7534  -79.4462
## 19104             Illinois 40.8784  -88.2699
## 19105            Minnesota 43.8880  -94.1584
## 19106                Texas 30.8740  -97.1289
## 19107            Minnesota 44.7817  -95.3507
## 19108              Arizona 32.8138 -109.6290
## 19109             Illinois 40.2594  -87.6112
## 19110              Georgia 33.1176  -84.1931
## 19111               Nevada 38.9536 -119.6511
## 19112        New Hampshire 43.1467  -72.4458
## 19113              Indiana 39.7291  -86.9297
## 19114              Georgia 32.1084  -83.5029
## 19115              Arizona 32.9578 -111.3170
## 19116            Tennessee 35.3173  -86.6407
## 19117            Wisconsin 43.1906  -90.3260
## 19118         Pennsylvania 39.8905  -75.9241
## 19119             Missouri 37.4113  -93.5480
## 19120                Texas 30.2258  -97.8158
## 19121                 Iowa 43.4392  -92.7841
## 19122             New York 41.8255  -74.1201
## 19123         North Dakota 46.2641  -97.1312
## 19124             Nebraska 41.0798  -96.8330
## 19125             Illinois 38.3054  -89.9934
## 19126           New Mexico 35.0180 -106.3508
## 19127         Pennsylvania 40.8812  -79.2411
## 19128             Missouri 36.5744  -90.6055
## 19129                Idaho 43.3057 -112.1834
## 19130                 Iowa 43.2457  -92.4387
## 19131             New York 42.3350  -76.7881
## 19132             Illinois 37.9144  -88.7622
## 19133             Oklahoma 34.9363  -98.1362
## 19134              Wyoming 42.0679 -110.9609
## 19135       South Carolina 34.3045  -81.9836
## 19136              Georgia 33.6867  -83.9904
## 19137              Indiana 38.6514  -86.2613
## 19138              Florida 30.5366  -87.1010
## 19139             Michigan 45.0012  -84.1513
## 19140              Indiana 39.3898  -87.3003
## 19141             Michigan 45.3609  -85.1115
## 19142         Pennsylvania 39.9399  -80.0095
## 19143               Oregon 44.3533 -124.0904
## 19144                 Iowa 41.8789  -92.7881
## 19145                 Ohio 40.5160  -83.8875
## 19146             Michigan 47.0703  -88.6440
## 19147                Texas 30.4907  -96.4670
## 19148          Mississippi 34.5605  -89.1179
## 19149              Georgia 31.7839  -81.6078
## 19150             Arkansas 34.9212  -91.1063
## 19151       North Carolina 35.2176  -75.6872
## 19152              Florida 30.6836  -86.9927
## 19153             Delaware 39.8114  -75.4886
## 19154              Georgia 33.4069  -85.2568
## 19155                 Ohio 41.4350  -81.6562
## 19156              Arizona 33.9376 -113.1665
## 19157                 Iowa 43.1262  -92.9047
## 19158             Colorado 38.1290 -108.2919
## 19159                Texas 32.6834  -95.8036
## 19160                Texas 26.3023  -98.6358
## 19161              Indiana 38.0440  -87.7147
## 19162             Colorado 37.3860 -102.2801
## 19163            Minnesota 45.5001  -95.1157
## 19164            Minnesota 44.0068  -94.0705
## 19165             Colorado 39.9873 -105.4559
## 19166             Maryland 38.4413  -75.2092
## 19167             Oklahoma 35.3097  -98.3430
## 19168              Indiana 40.0532  -87.4360
## 19169                 Ohio 40.6747  -82.8403
## 19170       North Carolina 35.6053  -77.8198
## 19171                 Ohio 40.4744  -81.9082
## 19172                 Ohio 39.4338  -83.0190
## 19173               Kansas 38.7938  -96.7349
## 19174             Maryland 39.5816  -77.6514
## 19175            Minnesota 47.3280  -93.2940
## 19176             Maryland 39.5323  -79.0171
## 19177              Montana 45.9623 -108.1623
## 19178         Pennsylvania 40.4914  -78.7637
## 19179            Wisconsin 43.4283  -91.1963
## 19180              Arizona 33.8011 -109.9461
## 19181                Texas 32.6151  -95.9329
## 19182            Minnesota 44.7326  -94.3508
## 19183             Missouri 36.7616  -94.0569
## 19184               Kansas 37.1179 -101.6318
## 19185            Wisconsin 44.6036  -90.9577
## 19186             Michigan 42.5558  -84.3030
## 19187                 Iowa 42.4303  -91.3307
## 19188                Texas 35.4396 -100.8040
## 19189           Washington 47.8673 -121.7501
## 19190                Texas 29.0683  -98.4722
## 19191                 Ohio 39.5293  -81.5068
## 19192                 Utah 40.6810 -111.2773
## 19193           Washington 46.5782 -122.7114
## 19194             Arkansas 33.7227  -93.4658
## 19195             Nebraska 40.9614  -96.4433
## 19196              Georgia 33.9103  -83.2180
## 19197                 Ohio 40.3267  -81.5191
## 19198         South Dakota 43.5978  -97.2926
## 19199             Missouri 39.5252  -94.7738
## 19200         South Dakota 44.3617  -97.3760
## 19201           New Jersey 40.5011  -74.5661
## 19202             Illinois 37.1757  -89.3525
## 19203               Kansas 38.4004  -95.2520
## 19204               Kansas 37.1794  -96.7161
## 19205                 Iowa 42.0192  -94.5492
## 19206                 Ohio 40.8986  -83.5566
## 19207         Pennsylvania 39.8545  -76.7667
## 19208            Wisconsin 44.1316  -90.9969
## 19209         Pennsylvania 40.0917  -75.1652
## 19210        West Virginia 37.8238  -82.0788
## 19211            Minnesota 46.7601  -93.9665
## 19212       North Carolina 34.9645  -77.6983
## 19213             Missouri 37.5864  -90.6292
## 19214                 Utah 38.8014 -112.4374
## 19215                 Utah 40.4661 -111.4600
## 19216              Alabama 33.6526  -87.0562
## 19217                 Iowa 41.5154  -94.2276
## 19218               Alaska 64.7140 -147.1639
## 19219             Kentucky 37.6766  -87.5333
## 19220             Kentucky 38.3019  -85.6519
## 19221                 Ohio 41.6607  -83.2659
## 19222              Vermont 42.7977  -73.2214
## 19223             Michigan 42.7268  -85.1344
## 19224          Mississippi 34.3071  -89.1745
## 19225                 Ohio 41.0927  -84.3747
## 19226                 Ohio 39.2191  -81.7989
## 19227                 Ohio 39.9697  -81.2973
## 19228       South Carolina 34.0258  -79.3524
## 19229             New York 43.6170  -75.3618
## 19230            Wisconsin 42.9001  -90.4337
## 19231       South Carolina 33.4967  -81.2795
## 19232            Wisconsin 42.5823  -90.6051
## 19233               Oregon 44.5844 -122.7417
## 19234            Minnesota 46.4267  -95.5637
## 19235              Florida 30.5721  -85.1263
## 19236           Washington 48.7311 -118.6663
## 19237                 Ohio 41.5324  -84.2231
## 19238             Illinois 40.4645  -87.8959
## 19239              Indiana 40.7492  -86.8743
## 19240                 Iowa 41.5729  -92.7869
## 19241           Washington 47.6698 -117.8780
## 19242       South Carolina 32.6813  -81.1877
## 19243               Oregon 45.4508 -123.2482
## 19244               Oregon 45.3851 -122.7330
## 19245             Missouri 38.5657  -90.5010
## 19246           Washington 46.4277 -120.3183
## 19247              Montana 47.0737 -114.0206
## 19248           New Mexico 36.1649 -105.9857
## 19249             Illinois 40.1143  -87.8750
## 19250                 Iowa 42.5817  -94.8455
## 19251             Missouri 36.6901  -91.3947
## 19252            Louisiana 30.0185  -90.8513
## 19253            Louisiana 31.7130  -91.4453
## 19254          Mississippi 31.7210  -90.3859
## 19255              Indiana 41.3949  -85.5487
## 19256                 Ohio 40.5868  -81.6069
## 19257             Arkansas 34.4861  -94.3792
## 19258                 Utah 38.6249 -112.2198
## 19259            Louisiana 30.8758  -90.5138
## 19260                 Ohio 38.5901  -82.2912
## 19261            Louisiana 31.8154  -93.5164
## 19262        West Virginia 38.2802  -82.1940
## 19263             Michigan 43.2588  -82.8167
## 19264             Missouri 38.6215  -94.5057
## 19265             Missouri 38.3004  -91.6331
## 19266         Pennsylvania 40.9872  -77.5994
## 19267                 Iowa 43.3087  -95.7924
## 19268             Virginia 39.1373  -77.8637
## 19269             Oklahoma 35.8062  -97.0155
## 19270                 Ohio 41.7692  -80.8556
## 19271            Wisconsin 43.1844  -90.5719
## 19272              Arizona 32.7062 -114.5215
## 19273            Louisiana 30.3385  -90.8424
## 19274             Oklahoma 34.7804  -99.3332
## 19275          Mississippi 34.1810  -89.1677
## 19276              Alabama 33.3756  -85.3974
## 19277                Texas 29.2713  -97.6376
## 19278             Illinois 40.0742  -91.3723
## 19279             Illinois 39.7991  -88.1671
## 19280             Arkansas 34.6003  -91.1962
## 19281                 Ohio 40.9143  -81.0468
## 19282       North Carolina 35.1770  -83.9265
## 19283             Illinois 39.0883  -89.3898
## 19284         Pennsylvania 40.3686  -77.8707
## 19285                 Ohio 39.1864  -84.7632
## 19286             Illinois 42.1978  -88.2538
## 19287            Minnesota 47.2703  -95.6335
## 19288                 Ohio 40.6990  -83.9795
## 19289            Wisconsin 44.8478  -88.7856
## 19290              Georgia 31.8367  -81.6838
## 19291             Arkansas 34.9899  -93.2980
## 19292         South Dakota 43.7468  -98.9569
## 19293              Georgia 32.5383  -81.9297
## 19294           New Jersey 40.6930  -74.2716
## 19295             Nebraska 40.4572  -96.5129
## 19296              Arizona 36.7173 -109.6287
## 19297              Vermont 43.3304  -72.5277
## 19298       North Carolina 34.9931  -80.2660
## 19299             Virginia 38.0013  -79.8239
## 19300           New Jersey 39.4814  -74.8385
## 19301             Arkansas 35.8294  -92.5563
## 19302            Minnesota 45.0539  -92.9571
## 19303              Alabama 31.4264  -87.3433
## 19304             Illinois 40.3051  -89.6048
## 19305            Tennessee 36.4227  -84.5429
## 19306         South Dakota 43.2350 -102.4916
## 19307           California 36.3492 -119.4574
## 19308                 Iowa 42.9729  -95.4952
## 19309         North Dakota 48.3170 -101.7478
## 19310             Kentucky 36.7878  -83.2284
## 19311             Illinois 39.1631  -89.4609
## 19312               Oregon 43.7327 -124.1068
## 19313         South Dakota 45.8132 -100.8108
## 19314              Indiana 39.5017  -85.1877
## 19315             Missouri 36.8054  -93.4710
## 19316            Wisconsin 43.8132  -90.5268
## 19317            Tennessee 36.2358  -87.4446
## 19318              Florida 26.7549  -80.2984
## 19319               Oregon 45.7207 -120.1887
## 19320             Michigan 42.0682  -84.3282
## 19321            Tennessee 35.4344  -87.3084
## 19322         Pennsylvania 40.4454  -75.7530
## 19323              Arizona 35.9481 -110.0981
## 19324         Pennsylvania 40.4458  -78.4293
## 19325               Kansas 38.2569  -96.1726
## 19326            Minnesota 44.9524  -93.5155
## 19327           New Mexico 36.7113 -108.2035
## 19328         North Dakota 47.0501  -96.9431
## 19329              Florida 30.9623  -86.4586
## 19330                 Ohio 40.0900  -82.6118
## 19331            Wisconsin 44.4370  -90.9128
## 19332       North Carolina 35.9590  -80.7735
## 19333         South Dakota 43.6999  -97.1844
## 19334              Florida 27.7733  -80.4181
## 19335           California 38.0003 -120.4503
## 19336                Texas 32.1801  -95.5056
## 19337       North Carolina 35.1449  -76.8447
## 19338             New York 42.2653  -79.2590
## 19339              Indiana 41.1308  -87.4390
## 19340             Illinois 38.3257  -88.7350
## 19341            Wisconsin 43.7799  -89.5657
## 19342            Louisiana 32.2720  -92.7304
## 19343                Idaho 43.9584 -111.7587
## 19344                Texas 31.4111  -96.5738
## 19345                 Ohio 40.9183  -80.6031
## 19346              Alabama 31.7678  -88.3258
## 19347                Texas 32.4928  -95.1730
## 19348                Texas 33.6499  -98.4677
## 19349              Montana 48.1778 -114.4107
## 19350                 Ohio 39.2631  -82.9659
## 19351             Colorado 39.1408 -104.0824
## 19352                 Iowa 40.6389  -91.7392
## 19353                 Iowa 41.9022  -91.9227
## 19354                 Iowa 43.4499  -92.2841
## 19355            Louisiana 30.4255  -90.5444
## 19356        West Virginia 38.0941  -81.3220
## 19357             Kentucky 38.1780  -85.6931
## 19358              Montana 47.3873 -110.9276
## 19359         Pennsylvania 39.7267  -76.3271
## 19360               Oregon 44.9981 -120.2146
## 19361             Missouri 37.3111  -89.6739
## 19362            Tennessee 35.1585  -89.3754
## 19363             Missouri 39.3693  -90.9049
## 19364                 Ohio 38.4375  -82.3818
## 19365         Pennsylvania 41.1763  -76.0384
## 19366           California 35.8500 -119.3892
## 19367       South Carolina 32.1181  -80.8656
## 19368                 Utah 37.0470 -110.7900
## 19369            Tennessee 35.0360  -84.3848
## 19370             Illinois 41.6108  -90.1752
## 19371                 Ohio 41.6125  -81.3859
## 19372        West Virginia 39.1458  -79.4958
## 19373               Kansas 37.0679  -96.9957
## 19374                 Utah 38.1684 -112.2716
## 19375         South Dakota 43.5194  -96.6141
## 19376             Michigan 42.4951  -85.4117
## 19377             Illinois 41.8332  -88.5216
## 19378        West Virginia 38.9978  -81.9905
## 19379             Illinois 37.9828  -89.5898
## 19380              Florida 25.9660  -80.1210
## 19381                 Iowa 42.1589  -93.2972
## 19382             New York 41.6904  -74.8347
## 19383                 Ohio 41.0923  -82.7292
## 19384                Texas 29.3018  -95.2746
## 19385             New York 42.9536  -74.3720
## 19386                Texas 35.0539 -101.8186
## 19387            Wisconsin 44.0387  -89.5311
## 19388             Kentucky 37.1336  -82.7730
## 19389             Illinois 39.7994  -88.5921
## 19390          Puerto Rico 18.2174  -65.8221
## 19391             Arkansas 34.8668  -92.4881
## 19392            Louisiana 31.8493  -91.6599
## 19393         Pennsylvania 40.8936  -77.4765
## 19394               Oregon 45.6131 -118.8000
## 19395              Indiana 39.9646  -86.7142
## 19396             Arkansas 33.4503  -91.8496
## 19397           New Mexico 32.8398 -107.9606
## 19398                Texas 32.8840  -96.0833
## 19399             Colorado 38.0865 -106.1410
## 19400         Pennsylvania 41.9312  -76.5403
## 19401               Kansas 38.3962  -95.6048
## 19402         Pennsylvania 39.8156  -76.8410
## 19403             Oklahoma 35.0833  -98.0863
## 19404         Pennsylvania 40.2961  -78.8959
## 19405             Illinois 39.3498  -88.6219
## 19406        West Virginia 38.3797  -81.7662
## 19407              Montana 48.3056 -112.2522
## 19408             Oklahoma 36.4306  -95.5219
## 19409                 Iowa 41.3737  -93.7388
## 19410           California 40.2578 -121.1470
## 19411             Nebraska 42.0104  -96.5733
## 19412              Georgia 30.8845  -84.3247
## 19413               Oregon 45.4549 -123.9610
## 19414             Nebraska 40.5059  -96.7063
## 19415              Georgia 33.5545  -82.8966
## 19416                Texas 34.2560  -99.5144
## 19417           New Mexico 35.0884 -106.3761
## 19418            Tennessee 35.9767  -85.1996
## 19419              Alabama 34.8965  -86.0880
## 19420             Arkansas 35.6360  -94.1681
## 19421             Illinois 42.2534  -88.7178
## 19422             Missouri 36.5177  -89.6063
## 19423              Indiana 37.9462  -87.1690
## 19424            Wisconsin 44.6908  -87.4787
## 19425         South Dakota 43.3241 -101.0410
## 19426             New York 44.0870  -75.8078
## 19427             Virginia 37.7605  -78.8688
## 19428          Puerto Rico 18.3520  -67.0336
## 19429              Georgia 34.9841  -83.3314
## 19430             Colorado 38.0630 -102.3115
## 19431             Illinois 42.2143  -89.4844
## 19432             Oklahoma 35.4219  -99.2781
## 19433                 Utah 38.4384 -112.2544
## 19434              Arizona 31.5750 -111.2926
## 19435             Illinois 39.7669  -90.4027
## 19436         South Dakota 45.8620  -97.2869
## 19437             Kentucky 38.2208  -85.6778
## 19438             Missouri 36.0403  -90.1156
## 19439       North Carolina 35.5624  -78.2035
## 19440         Pennsylvania 41.0210  -79.2782
## 19441             Illinois 39.9097  -87.8236
## 19442             Colorado 40.1501 -102.9622
## 19443         Pennsylvania 41.1885  -75.9494
## 19444             Michigan 41.9862  -84.3491
## 19445        West Virginia 39.5512  -79.8003
## 19446           California 37.9026 -122.6501
## 19447             Missouri 39.7882  -93.2992
## 19448       North Carolina 35.3824  -81.9448
## 19449             Nebraska 40.7555  -99.0810
## 19450               Oregon 43.9892 -122.9100
## 19451           New Jersey 39.2920  -75.0097
## 19452              Indiana 38.9608  -87.4014
## 19453         Pennsylvania 40.8863  -80.3393
## 19454            Tennessee 36.4766  -89.1104
## 19455            Minnesota 46.8645  -95.9841
## 19456            Tennessee 35.2993  -84.7472
## 19457             Michigan 41.9707  -84.5251
## 19458             Nebraska 42.6008  -99.1405
## 19459         Pennsylvania 40.4467  -75.8405
## 19460              Alabama 33.0567  -85.9312
## 19461            Wisconsin 43.9545  -89.9341
## 19462             Maryland 39.6425  -76.2035
## 19463             Missouri 40.3781  -93.9379
## 19464         Pennsylvania 40.9427  -77.4441
## 19465               Kansas 38.0863  -95.6331
## 19466              Georgia 34.9079  -85.4880
## 19467             Illinois 42.0586  -87.7850
## 19468             Virginia 36.7140  -80.9752
## 19469            Wisconsin 44.9530  -88.0476
## 19470            Tennessee 36.0876  -89.4972
## 19471       South Carolina 33.9246  -81.4226
## 19472         North Dakota 48.9669  -97.2475
## 19473              Arizona 33.3553 -110.7965
## 19474         South Dakota 43.7127  -98.2612
## 19475       North Carolina 35.4515  -81.1568
## 19476            Wisconsin 43.6212  -87.9482
## 19477             Michigan 44.6400  -85.2864
## 19478           Washington 46.3650 -123.8013
## 19479            Minnesota 44.8847  -93.7426
## 19480         South Dakota 43.0837  -97.1576
## 19481             Nebraska 41.5589  -98.1493
## 19482            Minnesota 44.9349  -95.1870
## 19483          Puerto Rico 18.3976  -65.8908
## 19484              Arizona 34.9607 -114.5714
## 19485            Minnesota 43.6973  -95.4645
## 19486             New York 42.7110  -74.3452
## 19487         Pennsylvania 40.4807  -75.7592
## 19488             Virginia 38.3601  -78.9413
## 19489             Virginia 37.8224  -75.5896
## 19490           New Mexico 36.0146 -106.9680
## 19491             Arkansas 36.2099  -92.2803
## 19492         Pennsylvania 40.2702  -76.0192
## 19493        West Virginia 39.3000  -78.4341
## 19494             Virginia 36.5916  -76.9293
## 19495             Illinois 38.5088  -89.6151
## 19496           New Mexico 35.4922 -105.6715
## 19497           Washington 48.1003 -121.7679
## 19498             Kentucky 37.5090  -82.1605
## 19499              Florida 29.3687  -82.1976
## 19500       North Carolina 35.8766  -80.3791
## 19501              Georgia 32.2017  -83.9072
## 19502                 Utah 37.1816 -113.0049
## 19503          Connecticut 41.9542  -72.0652
## 19504              Arizona 33.7293 -113.8255
## 19505                Idaho 42.1118 -111.9779
## 19506           Washington 46.1956 -123.3588
## 19507               Alaska 64.1486 -145.7453
## 19508                Texas 32.9351  -96.2441
## 19509             Illinois 39.4555  -87.9963
## 19510             Kentucky 37.4626  -85.8990
## 19511       South Carolina 34.0989  -78.9858
## 19512             Arkansas 33.9172  -92.8501
## 19513               Oregon 45.8165 -118.4258
## 19514         Pennsylvania 40.9290  -78.2827
## 19515                Texas 32.5455  -98.3672
## 19516       North Carolina 35.8934  -82.8303
## 19517        West Virginia 37.3367  -81.7712
## 19518                 Iowa 42.6388  -91.2011
## 19519             Illinois 40.0470  -90.1512
## 19520                 Ohio 41.5075  -83.5093
## 19521         South Dakota 44.4648 -100.3449
## 19522           Washington 47.8369 -122.9058
## 19523            Tennessee 35.5690  -84.2358
## 19524           California 38.1617 -121.6051
## 19525                 Iowa 42.2889  -93.7960
## 19526                 Iowa 41.5931  -95.0612
## 19527          Mississippi 31.9869  -89.9011
## 19528             Illinois 38.4430  -88.9423
## 19529             Oklahoma 35.3282  -96.8016
## 19530               Alaska 66.5806 -145.2415
## 19531             Kentucky 37.7742  -82.7557
## 19532             Illinois 41.1254  -87.7337
## 19533                 Iowa 42.3102  -93.5819
## 19534                Texas 33.4480  -97.7663
## 19535         Pennsylvania 40.2099  -80.1263
## 19536          Connecticut 41.0218  -73.6071
## 19537             Illinois 41.1450  -88.0542
## 19538              Montana 46.0374 -111.3500
## 19539              Georgia 33.3370  -84.6504
## 19540                Texas 27.6745  -99.6035
## 19541                 Iowa 41.2856  -92.6150
## 19542            Wisconsin 44.9508  -90.5989
## 19543              Georgia 31.9545  -84.0864
## 19544                 Iowa 42.0666  -90.1765
## 19545               Alaska 64.7381 -156.8635
## 19546       South Carolina 34.0600  -80.0770
## 19547            Tennessee 36.3352  -89.2983
## 19548                Texas 30.3032  -93.7590
## 19549         Pennsylvania 41.1955  -76.3847
## 19550              Arizona 34.1015 -111.2895
## 19551            Wisconsin 45.9266  -88.2463
## 19552           California 33.0812 -117.1775
## 19553           California 32.8252 -115.6681
## 19554              Montana 45.4125 -108.5291
## 19555                 Iowa 42.0597  -95.2005
## 19556                 Iowa 42.9749  -96.3216
## 19557            Minnesota 44.6804  -94.0052
## 19558         Pennsylvania 40.5855  -77.5782
## 19559       South Carolina 32.9241  -81.1886
## 19560            Minnesota 44.7327  -93.9644
## 19561             Missouri 38.3851  -91.4024
## 19562        West Virginia 38.2223  -81.4378
## 19563              Georgia 31.3167  -84.3379
## 19564            Minnesota 43.9587  -94.7942
## 19565            Minnesota 43.7426  -92.1342
## 19566         Pennsylvania 39.8408  -76.6175
## 19567             Illinois 40.8220  -87.9778
## 19568               Alaska 60.7018 -161.7616
## 19569           New Mexico 34.8819 -106.0559
## 19570                Texas 27.8093  -97.8455
## 19571                 Iowa 41.1855  -91.9936
## 19572              Florida 29.5166  -81.1476
## 19573             Kentucky 38.2832  -85.6129
## 19574         Pennsylvania 40.6646  -77.5930
## 19575           Washington 47.6122 -119.2895
## 19576                 Iowa 42.9378  -91.9504
## 19577             Maryland 38.1155  -76.4771
## 19578                 Ohio 40.5208  -80.8851
## 19579             Kentucky 38.2728  -85.5800
## 19580            Louisiana 29.7558  -91.4280
## 19581                 Ohio 41.6272  -83.9384
## 19582             Nebraska 40.6445  -97.4489
## 19583                Texas 32.7906  -95.6343
## 19584       North Carolina 35.4163  -81.6440
## 19585           California 39.7572 -120.6486
## 19586           New Mexico 35.2307 -105.1631
## 19587            Louisiana 30.4907  -91.5185
## 19588             Missouri 39.2289  -94.6521
## 19589                Idaho 46.2422 -116.4728
## 19590             Nebraska 41.6399  -99.3688
## 19591       North Carolina 35.7979  -79.5518
## 19592             Oklahoma 35.2569  -94.9226
## 19593            Minnesota 46.6087  -93.3055
## 19594                 Iowa 43.0635  -94.4253
## 19595             New York 40.9570  -72.9071
## 19596              Alabama 34.3757  -88.0602
## 19597        West Virginia 37.7856  -81.7879
## 19598         Pennsylvania 40.8964  -76.1196
## 19599         Pennsylvania 41.0176  -76.4968
## 19600              Florida 26.2007  -80.0981
## 19601              Georgia 34.4035  -85.4041
## 19602         Pennsylvania 40.1969  -77.9819
## 19603        West Virginia 37.8613  -80.8561
## 19604            Minnesota 44.9354  -94.6949
## 19605             New York 42.5497  -74.8270
## 19606       North Carolina 36.4428  -79.5433
## 19607         Pennsylvania 41.2699  -76.0748
## 19608                Texas 33.1656  -95.1104
## 19609            Minnesota 46.2671  -95.0618
## 19610                 Iowa 42.6141  -94.1446
## 19611        West Virginia 39.1100  -80.4085
## 19612             Virginia 36.5779  -77.1989
## 19613                 Utah 41.8564 -111.8974
## 19614             Illinois 40.3270  -90.6082
## 19615                Texas 30.2497  -98.6593
## 19616              Arizona 35.9155 -109.4726
## 19617                 Iowa 40.6715  -92.1619
## 19618             Virginia 38.5200  -78.8358
## 19619           California 41.8429 -123.9731
## 19620         Pennsylvania 41.6624  -77.1223
## 19621               Kansas 37.8962  -98.1780
## 19622               Oregon 45.7165 -123.9352
## 19623             Missouri 39.9794  -94.5987
## 19624                 Iowa 42.4770  -94.6357
## 19625            Tennessee 34.9952  -84.3749
## 19626            Wisconsin 43.7146  -89.4684
## 19627             New York 42.2272  -76.8470
## 19628             Michigan 46.0653  -88.6266
## 19629              Alabama 34.8739  -87.6241
## 19630             Oklahoma 35.5635  -95.0252
## 19631             Kentucky 37.1714  -87.0364
## 19632         Pennsylvania 40.7393  -80.0379
## 19633           California 35.6182 -121.1374
## 19634           New Mexico 32.4052 -106.6457
## 19635             Michigan 42.5370  -85.6389
## 19636              Indiana 39.9001  -86.1502
## 19637       South Carolina 33.9357  -79.9320
## 19638             Kentucky 39.0246  -84.4157
## 19639                 Iowa 43.3700  -93.7747
## 19640             Missouri 39.4927  -91.3203
## 19641         Pennsylvania 40.6980  -80.2689
## 19642             Maryland 38.9703  -76.2384
## 19643              Montana 47.0784 -109.4735
## 19644             Kentucky 38.2829  -85.6612
## 19645             Illinois 39.0008  -89.5748
## 19646        West Virginia 39.2691  -80.3051
## 19647        West Virginia 37.6251  -82.1696
## 19648                Texas 30.4568  -97.3979
## 19649         Pennsylvania 39.9357  -80.0752
## 19650                Texas 31.4761  -98.1501
## 19651                Texas 32.1419  -97.3972
## 19652            Minnesota 44.5305  -94.8841
## 19653              Montana 46.6796 -114.0718
## 19654             Arkansas 36.0848  -91.0711
## 19655            Minnesota 46.9175  -92.9186
## 19656                Texas 32.2834  -99.8341
## 19657                Texas 31.8457  -98.4025
## 19658         South Dakota 44.3971 -103.6046
## 19659                 Utah 40.3613 -112.4506
## 19660             Nebraska 42.0058  -96.2497
## 19661         Pennsylvania 40.9216  -75.0985
## 19662                 Ohio 40.6914  -83.2098
## 19663                Texas 28.8224  -95.9276
## 19664            Minnesota 47.8412  -92.6887
## 19665              Indiana 39.8917  -85.0411
## 19666             New York 41.7610  -74.5978
## 19667             New York 41.1889  -73.5561
## 19668             New York 42.7063  -78.4440
## 19669             Oklahoma 34.2411  -96.7564
## 19670              Indiana 40.1089  -87.1577
## 19671             Missouri 39.5096  -91.5291
## 19672              Vermont 42.7595  -73.0562
## 19673                Maine 45.5177  -68.3523
## 19674             Illinois 38.5918  -87.6474
## 19675          Puerto Rico 18.3854  -67.0617
## 19676         Pennsylvania 41.0292  -75.6092
## 19677                Maine 45.3488  -69.0555
## 19678              Wyoming 44.7963 -108.5082
## 19679           Washington 48.0572 -117.7466
## 19680               Alaska 64.5384 -149.0856
## 19681            Louisiana 31.6743  -93.0456
## 19682                 Ohio 41.5555  -81.2257
## 19683             Virginia 36.9853  -77.7219
## 19684               Kansas 39.3496  -97.4523
## 19685        West Virginia 37.7502  -81.5764
## 19686              Alabama 31.3022  -86.3229
## 19687                 Iowa 40.8104  -94.3420
## 19688                Texas 30.3985  -96.5499
## 19689              Indiana 39.0180  -86.5532
## 19690             Missouri 39.2197  -94.4515
## 19691         Pennsylvania 40.9702  -78.8765
## 19692            Louisiana 31.6882  -93.0245
## 19693         Pennsylvania 41.0031  -78.1112
## 19694              Vermont 43.4080  -72.4070
## 19695             Illinois 40.0136  -89.4727
## 19696             Maryland 39.2817  -76.0995
## 19697              Georgia 32.8107  -83.1737
## 19698            Wisconsin 45.4859  -88.9823
## 19699              Indiana 41.4033  -85.6142
## 19700               Kansas 39.8913  -99.7097
## 19701                Texas 32.4550  -96.5672
## 19702         Pennsylvania 40.6767  -79.9883
## 19703             Oklahoma 34.0196  -96.1492
## 19704          Mississippi 33.1220  -89.4650
## 19705              Florida 26.0641  -81.6782
## 19706             Illinois 37.6210  -89.2357
## 19707                 Iowa 42.5519  -94.6779
## 19708            Minnesota 44.8861  -93.9730
## 19709             Colorado 39.2948 -103.0758
## 19710              Indiana 39.8569  -86.9833
## 19711           California 36.3809 -119.0284
## 19712                Texas 32.1927  -96.0542
## 19713             Kentucky 38.2689  -85.6708
## 19714                 Ohio 41.0190  -84.4774
## 19715             Nebraska 42.1773  -97.1751
## 19716           New Jersey 40.6889  -75.1022
## 19717                Texas 28.5699  -99.5702
## 19718               Kansas 38.8595  -96.1049
## 19719              Wyoming 41.5515 -109.3199
## 19720            Wisconsin 43.7855  -91.0436
## 19721                 Iowa 43.0644  -95.2836
## 19722           New Mexico 35.0906 -106.2869
## 19723            Tennessee 35.8982  -83.4119
## 19724       South Carolina 33.7577  -81.3621
## 19725             Michigan 43.0020  -84.8473
## 19726              Montana 45.3142 -107.3677
## 19727             Virginia 38.5224  -77.2902
## 19728            Minnesota 44.7910  -95.1029
## 19729             Illinois 39.3868  -88.9592
## 19730              Arizona 32.7004 -113.9618
## 19731                Texas 31.5683  -96.9464
## 19732               Kansas 39.7495 -101.5328
## 19733          Puerto Rico 18.4368  -66.1907
## 19734             Missouri 37.1284  -90.4472
## 19735                Idaho 43.0521 -114.1556
## 19736                Maine 43.7312  -70.4301
## 19737              Georgia 34.6437  -83.7411
## 19738               Alaska 57.4550 -134.4978
## 19739         South Dakota 43.6020  -97.6195
## 19740         Pennsylvania 41.3244  -77.7430
## 19741         South Dakota 43.8325 -101.5081
## 19742                 Iowa 41.1327  -92.0825
## 19743                 Iowa 42.9999  -91.6523
## 19744            Minnesota 45.0580  -93.0405
## 19745             Missouri 37.9966  -90.5481
## 19746              Indiana 40.3281  -86.3916
## 19747            Minnesota 44.6736  -92.9643
## 19748                Texas 26.3537  -98.7676
## 19749         Pennsylvania 40.5426  -78.7891
## 19750             Oklahoma 34.4730  -99.6496
## 19751             Michigan 43.1807  -84.6793
## 19752           California 36.4377 -119.9322
## 19753             Kentucky 39.0319  -84.3707
## 19754             Arkansas 35.5054  -90.1501
## 19755           California 39.9738 -122.1732
## 19756         South Dakota 45.4091  -96.8546
## 19757             Nebraska 41.5349  -96.4707
## 19758                 Ohio 40.6928  -83.7859
## 19759                 Ohio 40.0568  -84.0255
## 19760             Oklahoma 35.8681  -99.3449
## 19761         Pennsylvania 40.1316  -76.7046
## 19762              Alabama 32.1792  -88.3002
## 19763             Nebraska 40.1747 -101.0136
## 19764             Arkansas 33.0993  -93.6569
## 19765             Arkansas 35.2335  -94.4167
## 19766             Kentucky 37.0210  -86.3777
## 19767            Minnesota 44.6728  -94.2320
## 19768              Wyoming 42.9194 -110.9968
## 19769       North Carolina 35.9200  -76.2421
## 19770             Maryland 39.5830  -77.6139
## 19771        West Virginia 38.2079  -81.4671
## 19772           Washington 46.9365 -122.5501
## 19773             Michigan 43.5245  -83.5434
## 19774          Puerto Rico 18.4262  -66.2311
## 19775          Puerto Rico 18.2110  -66.1320
## 19776            Minnesota 46.5054  -92.6884
## 19777             New York 44.8308  -74.5117
## 19778       North Carolina 34.7292  -76.5391
## 19779        West Virginia 38.1255  -81.2333
## 19780            Minnesota 44.9385  -93.5865
## 19781             Missouri 38.6211  -93.4101
## 19782       South Carolina 33.5368  -80.4182
## 19783             Missouri 39.8072  -92.0404
## 19784             Illinois 41.9125  -89.3690
## 19785         Pennsylvania 39.8200  -76.5728
## 19786             Illinois 40.4920  -90.0519
## 19787               Kansas 38.2428  -96.9289
## 19788             Colorado 38.1088 -103.8668
## 19789             Arkansas 33.3479  -93.2084
## 19790               Oregon 44.1751 -122.8582
## 19791            Louisiana 32.3884  -91.1804
## 19792             Kentucky 38.2466  -85.6465
## 19793            Wisconsin 44.8108  -88.4485
## 19794              Florida 27.5765  -81.6360
## 19795             Illinois 40.3526  -90.3235
## 19796              Arizona 35.4310 -110.8431
## 19797             Kentucky 37.2799  -84.6541
## 19798                Texas 33.3269 -101.9117
## 19799              Montana 45.5281 -106.9752
## 19800         North Dakota 47.5216 -100.8908
## 19801             Illinois 41.2577  -88.1311
## 19802             Maryland 38.5498  -76.8429
## 19803             Illinois 42.0416  -88.5508
## 19804              Florida 29.5060  -82.2806
## 19805             Missouri 39.5883  -94.9236
## 19806             Illinois 41.2623  -89.2551
## 19807             Missouri 36.6428  -93.3444
## 19808         North Dakota 46.1040  -97.6369
## 19809                Texas 28.6715  -96.5591
## 19810              Indiana 38.8762  -87.0846
## 19811                Texas 35.2050 -101.1071
## 19812           California 37.8325 -120.2392
## 19813              Indiana 40.9058  -87.1612
## 19814             Kentucky 36.9211  -88.5227
## 19815            Minnesota 44.5116  -95.8926
## 19816                Texas 31.5648 -106.2089
## 19817             Maryland 38.0956  -75.5842
## 19818         Pennsylvania 40.0128  -80.1121
## 19819         Pennsylvania 40.8289  -75.7010
## 19820             Missouri 37.1509  -91.3586
## 19821           Washington 47.1033 -122.0494
## 19822            Minnesota 45.1459  -95.1750
## 19823            Louisiana 30.8670  -92.7987
## 19824                 Ohio 38.8387  -84.0986
## 19825                Texas 33.1504  -97.6887
## 19826              Indiana 41.7305  -85.1722
## 19827             New York 42.2684  -73.9558
## 19828        West Virginia 38.0343  -82.1290
## 19829             Illinois 40.7078  -89.6995
## 19830             Kentucky 37.2295  -83.1709
## 19831             Virginia 37.2650  -79.7899
## 19832                Idaho 43.3489 -114.8006
## 19833              Arizona 34.1877 -111.3017
## 19834             Michigan 44.7841  -85.0211
## 19835           California 36.1431 -119.1355
## 19836             Oklahoma 35.9485  -95.0952
## 19837                Texas 26.3144  -98.6632
## 19838              Indiana 39.5694  -84.8190
## 19839        West Virginia 39.5313  -78.4553
## 19840            Minnesota 46.9646  -94.8423
## 19841             Arkansas 35.3249  -92.0810
## 19842         Pennsylvania 41.2195  -75.8446
## 19843         South Dakota 45.5094  -98.4194
## 19844            Wisconsin 44.4805  -89.9676
## 19845                 Utah 40.1346 -111.6925
## 19846                 Utah 40.0060 -111.7503
## 19847                Texas 28.8208  -96.6097
## 19848             Missouri 36.6061  -94.4517
## 19849                 Utah 41.2602 -111.7740
## 19850             Illinois 39.2493  -88.8593
## 19851                 Ohio 39.8837  -84.0135
## 19852        West Virginia 38.1398  -81.6540
## 19853               Oregon 44.3561 -122.8649
## 19854             New York 41.6655  -74.3912
## 19855        West Virginia 39.3032  -77.9810
## 19856          Mississippi 32.8338  -88.9189
## 19857             Arkansas 36.0290  -93.9165
## 19858             Michigan 42.7630  -84.8963
## 19859             Oklahoma 35.9316  -95.1454
## 19860             Arkansas 36.1011  -92.9546
## 19861            Louisiana 30.0918  -90.8844
## 19862              Florida 27.5876  -81.9402
## 19863              Florida 27.3229  -82.4999
## 19864       North Carolina 34.9592  -79.4352
## 19865       North Carolina 35.3621  -81.6201
## 19866                 Iowa 42.1648  -93.3906
## 19867              Montana 48.7428 -113.4275
## 19868             Missouri 38.6810  -93.0928
## 19869             Oklahoma 34.0356  -96.4744
## 19870       North Carolina 35.5328  -77.0316
## 19871             Nebraska 40.6477  -97.1153
## 19872             Illinois 38.7772  -89.5645
## 19873       North Carolina 35.3030  -76.7889
## 19874              Alabama 31.1797  -85.2790
## 19875              Indiana 38.5656  -85.5461
## 19876         North Dakota 48.0700 -103.8429
## 19877            Wisconsin 43.6521  -87.8318
## 19878         North Dakota 46.3019  -98.9468
## 19879              Montana 47.0037 -114.4817
## 19880                 Ohio 39.0406  -83.7518
## 19881             Oklahoma 35.3987  -95.1647
## 19882         North Dakota 48.3471 -100.4070
## 19883             Virginia 36.8622  -82.9161
## 19884             Illinois 40.9264  -90.0181
## 19885       South Carolina 34.9785  -81.4180
## 19886           Washington 45.6613 -120.9714
## 19887                Texas 27.7615  -97.7419
## 19888             New York 41.8064  -73.5593
## 19889             Michigan 42.8766  -84.0658
## 19890                Idaho 43.6951 -112.0131
## 19891             Nebraska 41.3418  -97.2398
## 19892         Pennsylvania 40.2012  -78.1405
## 19893            Tennessee 36.1970  -84.0330
## 19894               Alaska 67.5986 -163.0309
## 19895                 Ohio 39.3538  -84.0988
## 19896             Illinois 42.1233  -89.4040
## 19897             Nebraska 40.1383  -99.8276
## 19898               Kansas 39.5095  -98.4331
## 19899              Florida 29.8643  -82.1380
## 19900          Connecticut 41.9576  -73.3561
## 19901                 Ohio 39.0319  -82.8252
## 19902              Georgia 32.3726  -84.1894
## 19903             New York 41.8527  -74.5522
## 19904                Texas 32.2441  -95.3972
## 19905                 Ohio 40.4273  -81.1874
## 19906         Pennsylvania 39.8735  -77.3302
## 19907         South Dakota 44.5664  -97.0798
## 19908             Oklahoma 36.3823  -98.2419
## 19909               Kansas 37.9230  -95.3454
## 19910       South Carolina 34.7922  -81.4613
## 19911             Missouri 37.3886  -92.8305
## 19912            Louisiana 30.0132  -90.8232
## 19913             Michigan 41.9997  -85.2394
## 19914             Maryland 39.2219  -76.2349
## 19915         North Dakota 48.6609  -99.8417
## 19916              Wyoming 44.9488 -107.3077
## 19917           Washington 48.5613 -122.4077
## 19918             Nebraska 40.2284 -100.8351
## 19919             Missouri 38.2586  -93.9827
## 19920             Missouri 38.2560  -92.2665
## 19921       North Carolina 35.2244  -80.2235
## 19922            Tennessee 35.0627  -86.8957
## 19923         Pennsylvania 40.3363  -75.4709
## 19924        West Virginia 37.8136  -81.9915
## 19925            Wisconsin 45.5409  -90.2897
## 19926             New York 42.6189  -76.7251
## 19927               Oregon 45.5917 -120.6974
## 19928            Wisconsin 45.1988  -91.5666
## 19929              Arizona 34.3207 -110.2599
## 19930        West Virginia 38.7694  -79.9280
## 19931           Washington 46.9705 -118.6165
## 19932         Pennsylvania 40.3764  -78.7617
## 19933             Colorado 38.0303 -107.3106
## 19934             Arkansas 35.3153  -90.7711
## 19935                 Utah 39.1003 -112.2705
## 19936       South Carolina 33.7192  -82.2174
## 19937              Alabama 34.1092  -86.2410
## 19938               Oregon 44.7561 -122.4201
## 19939              Indiana 38.5676  -86.6120
## 19940           Washington 46.4415 -122.8497
## 19941             Michigan 44.2197  -86.3031
## 19942            Minnesota 43.5207  -96.0186
## 19943              Montana 47.8042 -114.2121
## 19944             New York 42.5950  -79.0809
## 19945       South Carolina 33.5580  -80.7150
## 19946                 Ohio 40.8328  -83.9739
## 19947              Florida 25.7607  -80.1416
## 19948             New York 42.0229  -78.6331
## 19949                 Ohio 40.0376  -81.4443
## 19950             Colorado 39.3105 -108.2049
## 19951             Nebraska 41.0223 -100.3676
## 19952               Oregon 45.7662 -118.5643
## 19953              Montana 48.2905 -112.8363
## 19954              Alabama 34.7350  -86.2054
## 19955              Montana 46.7921 -105.3125
## 19956                Texas 30.1442  -97.8195
## 19957        West Virginia 37.7052  -82.1860
## 19958             Missouri 36.8172  -94.0866
## 19959         North Dakota 46.8691 -102.9927
## 19960         Pennsylvania 40.7476  -78.5320
## 19961             Missouri 39.0964  -93.5478
## 19962         North Dakota 48.5136 -101.2211
## 19963       North Carolina 36.0760  -79.6208
## 19964             Illinois 38.6181  -88.7881
## 19965                 Iowa 41.0180  -95.4026
## 19966                 Utah 40.2809 -109.8774
## 19967           California 40.0217 -122.1268
## 19968             New York 42.3427  -79.3181
## 19969            Minnesota 47.8130  -92.2356
## 19970              Georgia 31.5103  -83.7369
## 19971                Texas 33.1330  -97.3012
## 19972           Washington 46.8656 -124.1054
## 19973              Arizona 33.0559 -111.6590
## 19974             Colorado 39.7662 -105.6125
## 19975                 Ohio 39.1899  -84.4343
## 19976             Missouri 39.4532  -94.7489
## 19977               Kansas 37.9370  -99.2547
## 19978              Montana 47.4177 -105.5870
## 19979             Missouri 38.9715  -91.1318
## 19980                Idaho 46.4931 -115.7995
## 19981             Virginia 37.1879  -78.2012
## 19982         Pennsylvania 41.8419  -79.2133
## 19983             Arkansas 35.1098  -93.5260
## 19984         Pennsylvania 40.2139  -79.6864
## 19985                 Iowa 42.1542  -94.4781
## 19986             Arkansas 34.2398  -94.3220
## 19987                 Ohio 41.2537  -83.6023
## 19988               Kansas 37.4851  -95.4845
## 19989                 Ohio 40.6364  -82.9695
## 19990             Maryland 38.4589  -75.7565
## 19991              Florida 28.6220  -81.7014
## 19992                Texas 32.6037  -99.8111
## 19993           California 39.9022 -121.7453
## 19994             Oklahoma 34.4701  -96.0549
## 19995           California 36.1225 -118.8228
## 19996            Tennessee 35.8406  -89.4081
## 19997         Pennsylvania 40.8192  -76.0614
## 19998         Pennsylvania 40.9567  -77.8332
## 19999         Pennsylvania 40.4181  -78.4615
##  [ reached 'max' / getOption("max.print") -- omitted 10845 rows ]

Add in the city details to our merged data.

# Create a US map
us_states <- map_data("world") # Load US state map data

NAFTA.countries <- c("USA","Canada", "Mexico")

NAFTA <- map_data("world", region = NAFTA.countries)

# Check the unique values for errors
cat("Unique values in 'city' column:\n")
## Unique values in 'city' column:
unique_region <- unique(us_states$region) #Hawaii, Alaska, DC missing
unique_Cit <- unique(merged_data5$State)
unique_Cit
##  [1] "Alaska"               "Alabama"              "Arkansas"            
##  [4] "Arizona"              "California"           "Colorado"            
##  [7] "Connecticut"          "District of Columbia" "Delaware"            
## [10] "Florida"              "Georgia"              "Hawaii"              
## [13] "Iowa"                 "Idaho"                "Illinois"            
## [16] "Indiana"              "Kansas"               "Kentucky"            
## [19] "Louisiana"            "Massachusetts"        "Maryland"            
## [22] "Maine"                "Michigan"             "Minnesota"           
## [25] "Missouri"             "Mississippi"          "Montana"             
## [28] "North Carolina"       "North Dakota"         "Nebraska"            
## [31] "New Hampshire"        "New Jersey"           "New Mexico"          
## [34] "Nevada"               "New York"             "Ohio"                
## [37] "Oklahoma"             "Oregon"               "Pennsylvania"        
## [40] "Rhode Island"         "South Carolina"       "South Dakota"        
## [43] "Tennessee"            "Texas"                "Utah"                
## [46] "Virginia"             "Vermont"              "Washington"          
## [49] "Wisconsin"            "West Virginia"        "Wyoming"
lmerged_data2 <- merged_data5 
lmerged_data2$State <- tolower(lmerged_data2$State) 
lmerged_data2
## # A tibble: 2,410 × 11
## # Groups:   Abbr [51]
##    Abbr  Beer_Name      Beer_ID   ABV   IBU Brewery_id Style Ounces Brewery_Name
##    <chr> <chr>            <int> <dbl> <dbl>      <int> <chr>  <dbl> <chr>       
##  1 AK    Northern Ligh…     921 0.05     38        494 Amer…     12 Broken Toot…
##  2 AK    Pleasure Town     2093 0.063    38        224 Amer…     12 Midnight Su…
##  3 AK    King Street H…    1666 0.057    30        103 Hefe…     12 King Street…
##  4 AK    Amber Ale         2436 0.051    63        103 Amer…     12 King Street…
##  5 AK    King Street B…    1665 0.049    38        103 Amer…     12 King Street…
##  6 AK    King Street P…    1706 0.055    71        103 Czec…     12 King Street…
##  7 AK    Snowshoe Whit…     587 0.048    70        224 Witb…     12 Midnight Su…
##  8 AK    Pleasure Town…    1814 0.063    70        224 Amer…     12 Midnight Su…
##  9 AK    Kodiak Brown …     586 0.05     64        224 Amer…     12 Midnight Su…
## 10 AK    Alaskan Amber     1920 0.053    61        271 Altb…     12 Alaskan Bre…
## # ℹ 2,400 more rows
## # ℹ 2 more variables: City <chr>, State <chr>
# Merge brewery data with state map and cities data
lmerged_data3 <- full_join(lmerged_data2, us_states,  by = c("State" = "region"))
lmerged_data3 <- left_join(lmerged_data2, cities_Data2,  by = c("City" = "city", "Abbr" = "state_id"))

lmerged_data3
## # A tibble: 2,410 × 14
## # Groups:   Abbr [51]
##    Abbr  Beer_Name      Beer_ID   ABV   IBU Brewery_id Style Ounces Brewery_Name
##    <chr> <chr>            <int> <dbl> <dbl>      <int> <chr>  <dbl> <chr>       
##  1 AK    Northern Ligh…     921 0.05     38        494 Amer…     12 Broken Toot…
##  2 AK    Pleasure Town     2093 0.063    38        224 Amer…     12 Midnight Su…
##  3 AK    King Street H…    1666 0.057    30        103 Hefe…     12 King Street…
##  4 AK    Amber Ale         2436 0.051    63        103 Amer…     12 King Street…
##  5 AK    King Street B…    1665 0.049    38        103 Amer…     12 King Street…
##  6 AK    King Street P…    1706 0.055    71        103 Czec…     12 King Street…
##  7 AK    Snowshoe Whit…     587 0.048    70        224 Witb…     12 Midnight Su…
##  8 AK    Pleasure Town…    1814 0.063    70        224 Amer…     12 Midnight Su…
##  9 AK    Kodiak Brown …     586 0.05     64        224 Amer…     12 Midnight Su…
## 10 AK    Alaskan Amber     1920 0.053    61        271 Altb…     12 Alaskan Bre…
## # ℹ 2,400 more rows
## # ℹ 5 more variables: City <chr>, State <chr>, state_name <chr>, lat <dbl>,
## #   lng <dbl>
ggplot(data = NAFTA,
       mapping = aes(x = long, y = lat, group = group)) +
 geom_polygon(color = "black", fill = "lightblue") +
 coord_fixed(1.2, xlim = c(-175,-55)) +
 geom_point(data = lmerged_data3, color = "red",
            aes(x = lng, y = lat, group = NULL))
## Warning: Removed 174 rows containing missing values (`geom_point()`).

WritePath <- "C:/Users/hp/Desktop/SMU Classes/Doing Data Science/us_locations_data.csv"

write.csv(lmerged_data3, file = WritePath, row.names = FALSE)
lmerged_data3
## # A tibble: 2,410 × 14
## # Groups:   Abbr [51]
##    Abbr  Beer_Name      Beer_ID   ABV   IBU Brewery_id Style Ounces Brewery_Name
##    <chr> <chr>            <int> <dbl> <dbl>      <int> <chr>  <dbl> <chr>       
##  1 AK    Northern Ligh…     921 0.05     38        494 Amer…     12 Broken Toot…
##  2 AK    Pleasure Town     2093 0.063    38        224 Amer…     12 Midnight Su…
##  3 AK    King Street H…    1666 0.057    30        103 Hefe…     12 King Street…
##  4 AK    Amber Ale         2436 0.051    63        103 Amer…     12 King Street…
##  5 AK    King Street B…    1665 0.049    38        103 Amer…     12 King Street…
##  6 AK    King Street P…    1706 0.055    71        103 Czec…     12 King Street…
##  7 AK    Snowshoe Whit…     587 0.048    70        224 Witb…     12 Midnight Su…
##  8 AK    Pleasure Town…    1814 0.063    70        224 Amer…     12 Midnight Su…
##  9 AK    Kodiak Brown …     586 0.05     64        224 Amer…     12 Midnight Su…
## 10 AK    Alaskan Amber     1920 0.053    61        271 Altb…     12 Alaskan Bre…
## # ℹ 2,400 more rows
## # ℹ 5 more variables: City <chr>, State <chr>, state_name <chr>, lat <dbl>,
## #   lng <dbl>
# Map stuff


# # Get U.S. state boundaries
# usa <- st_as_sf(maps::map("state", fill = TRUE, plot = FALSE))
# 
# # Assuming breweries_data has columns: brewery_name, latitude, longitude
# breweries_sf <- st_as_sf(lmerged_data3, coords = c("city_long", "city_lat"), crs = 4326)
# 
# # Merge with state boundaries
# usa_breweries <- st_join(usa, breweries_sf)
# 
# 
# 
# 
# # Plot the map
# ggplot(lmerged_data3, aes(x = long, y = lat, group = group)) +
#   geom_polygon(aes(fill = nrow(us.cities)), color = "white") +
#   scale_fill_continuous(name = "Number of Breweries") +
#   coord_map() +
  #theme_minimal()

Question 1: How many breweries are present in each state?

# Load the geospatial data for the states
states <- map_data("state")

# Calculate the number of breweries in each state
brewery_count <- lmerged_data3 %>%
  group_by(State) %>%
  summarise(BreweryCount = n_distinct(Brewery_id))

# Create a table using kable
brewery_table <- brewery_count %>%
  kable(format = "markdown") %>%
  kable_styling(full_width = TRUE, # Set to TRUE if you want a full-width table
                bootstrap_options = c("striped", "hover", "condensed"),
                position = "center")
## Warning in kable_styling(., full_width = TRUE, bootstrap_options = c("striped",
## : Please specify format in kable. kableExtra can customize either HTML or LaTeX
## outputs. See https://haozhu233.github.io/kableExtra/ for details.
brewery_table
State BreweryCount
alabama 3
alaska 7
arizona 11
arkansas 2
california 39
colorado 47
connecticut 8
delaware 2
district of columbia 1
florida 15
georgia 7
hawaii 4
idaho 5
illinois 18
indiana 22
iowa 5
kansas 3
kentucky 4
louisiana 5
maine 9
maryland 7
massachusetts 23
michigan 32
minnesota 12
mississippi 2
missouri 9
montana 9
nebraska 5
nevada 2
new hampshire 3
new jersey 3
new mexico 4
new york 16
north carolina 19
north dakota 1
ohio 15
oklahoma 6
oregon 29
pennsylvania 25
rhode island 5
south carolina 4
south dakota 1
tennessee 3
texas 28
utah 4
vermont 10
virginia 16
washington 23
west virginia 1
wisconsin 20
wyoming 4
# Merge the brewery count data with the geospatial data
state_data <- merge(states, brewery_count, by.x = "region", by.y = "State", all.x = TRUE)

# Create a data frame with state names and their centers
state_centers <- data.frame(region = tolower(state.name), long = state.center$x, lat = state.center$y)

# Merge the state centers data with the brewery count data
state_centers <- merge(state_centers, brewery_count,  by.x = "region", by.y = "State")

# Create the heatmap with state numbers
ggplot(state_data, aes(x = long, y = lat)) +
  geom_polygon(aes(group = group, fill = BreweryCount)) +
  geom_text(data = state_centers, aes(x = long, y = lat, label = BreweryCount), size = 3) +
  scale_fill_gradient(low = "cornflowerblue", high = "blue", name = "Brewery Count") +
  labs(title = "Brewery Count by State", fill = "Brewery Count") +
  theme_bw()

Question 4: Compute the median alcohol content and international bitterness unit for each state. Plot a bar chart to compare.

# Compute median ABV and IBU by state
beer_values <- lmerged_data3 %>%
  na.omit() %>%
  group_by(Abbr) %>%
  summarise(Median_ABV = median(ABV), Median_IBU = median(IBU)) %>%
  arrange(Abbr)

# Set the width and height for the plot
plot_width <- 20  # Adjust the width of saved plot
plot_height <- 6  # Adjust the height of saved plot

# Create a bar chart with increased bar width and larger plot size
p1 <- ggplot(data=beer_values, aes(x=reorder(Abbr, -Median_ABV), y=Median_ABV)) +
  geom_bar(stat="identity", fill="blue", width = 0.8) +  # Adjust bar width (e.g., 0.8)
  theme_bw() + 
  scale_color_economist() +
  theme(axis.text.x = element_text(size = rel(0.8), angle = 90)) +   # Adjust text
  geom_text(aes(label = round(Median_ABV, 3)), vjust = -0.5, position = position_dodge(width = 0.8)) +
  ggtitle("Median ABV by State") +
  labs(x = "State", y = "ABV") +
  coord_cartesian(ylim = c(0, max(beer_values$Median_ABV) * 1.2))  # Adjust the total horizontal width
p1

# Create a larger plot (You need to get this one from the working drive)
ggsave("median_abv_plot.png", p1, width = plot_width, height = plot_height)

p2 <- ggplot(data=beer_values, aes(x=reorder(Abbr, -Median_IBU), y=Median_IBU)) +
  geom_bar(stat="identity", fill="blue")+
  theme_bw() + 
  scale_color_economist()+
  theme(axis.text.x=element_text(size=rel(0.8), angle=90))+
  geom_text(aes(label = round(Median_IBU, 3)), vjust = -0.5) +
  ggtitle("Median IBU by State") +
  labs(x="State",y="IBU")
p2

# Create a larger plot (You need to get this one from the working drive)
ggsave("median_ibu_plot.png", p2, width = plot_width, height = plot_height)

Question 5: Which state has the most alcoholic (ABV) beer? Which state has the most bitter (IBU) beer?

# State with maximum ABV
max_abv_state <- beer_values %>%
  filter(Median_ABV == max(Median_ABV))

# State with most bitter beer
max_ibu_state <- beer_values %>%
  filter(Median_IBU == max(Median_IBU))

# Extract the max(ABV), Abbr, and Beer_Name values
max_ibu <- max(merged_data5$IBU, na.rm = TRUE)
max_ibu_row <- merged_data5[which.max(merged_data5$IBU), c("Abbr", "Beer_Name")]

# Concatenate the values into a sentence
cat("The most bitter beer is", max_ibu_row$Beer_Name, "from", max_ibu_row$Abbr, "with an IBU of", max_ibu, ".\n" )
## The most bitter beer is Survival Stout from OR with an IBU of 138 .
# Extract the max(ABV), Abbr, and Beer_Name values
max_abv <- max(merged_data5$ABV, na.rm = TRUE)
max_abv_row <- merged_data5[which.max(merged_data5$ABV), c("Abbr", "Beer_Name")]

# Concatenate the values into a sentence
cat("The beer with the highest ABV is", max_abv_row$Beer_Name, "from", max_abv_row$Abbr, "with an ABV of", max_abv, ".\n")
## The beer with the highest ABV is Lee Hill Series Vol. 5 - Belgian Style Quadrupel Ale from CO with an ABV of 0.128 .
# Print the results
cat("State with highest average ABV:", max_abv_state$Abbr, "    ABV level: ", max_abv_state$Median_ABV, "\n")
## State with highest average ABV: DC KY     ABV level:  0.0625 0.0625
cat("State with most bitter beer on average:", max_ibu_state$Abbr, "    IBU level: ", max_ibu_state$Median_IBU, "\n")
## State with most bitter beer on average: WV     IBU level:  57.5

Question 6: Comment on the summary statistics and distribution of the ABV variable.

# Histogram to display the distribution of alcohol.
ggplot(data = lmerged_data3, aes(x = ABV)) +
  geom_histogram(fill = "blue", color = "white") +
  labs(title = "Distribution of Beer Alcohol Levels in the US", x = "ABV", y = "Frequency")
## `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.

# Summary statistics for ABV
summary(lmerged_data3$ABV)
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.00100 0.05000 0.05700 0.05973 0.06700 0.12800

Question 7: Is there an apparent relationship between the bitterness of the beer and its alcoholic content? Draw a scatter plot. Make your best judgment of a relationship and EXPLAIN your answer.

# Original data check with no nulls.
# Remove NA as a verification of impact to the correlation table for ABV & IBU
merged_data6 <- merged_data2[!(is.na(merged_data2$IBU) | is.na(merged_data2$ABV)),]
merged_data6
##      Abbr                                           Beer_Name Beer_ID   ABV IBU
## 3      AK                              King Street Hefeweizen    1666 0.057  30
## 4      AK                                           Amber Ale    2436 0.051  63
## 6      AK                                 King Street Pilsner    1706 0.055  71
## 7      AK                                  Snowshoe White Ale     587 0.048  70
## 8      AK                                   Pleasure Town IPA    1814 0.063  70
## 9      AK                                    Kodiak Brown Ale     586 0.050  64
## 10     AK                                       Alaskan Amber    1920 0.053  61
## 11     AK                                        Freeride APA    1921 0.053  61
## 12     AK                     Peninsula Brewers Reserve (PBR)    1187 0.050  55
## 13     AK                                     Fairweather IPA     648 0.061  46
## 14     AK                        Twister Creek India Pale Ale     947 0.065  46
## 15     AK                                 Chugach Session Ale     919 0.048  40
## 16     AK                          Skilak Scottish Ale (2011)     348 0.058  36
## 17     AK                                   Single Engine Red     929 0.058  36
## 18     AK                                     Sockeye Red IPA     434 0.057  24
## 19     AK                                      Polar Pale Ale     920 0.052  18
## 20     AK                                 Skilak Scottish Ale    1193 0.058  17
## 21     AK                                     King Street IPA    1667 0.060  15
## 22     AK                                          Mother Ale    1159 0.056  15
## 23     AK                                         Chuli Stout    1213 0.059  13
## 24     AK                           Urban Wilderness Pale Ale      30 0.049  12
## 25     AK                                   Sunken Island IPA     349 0.068  10
## 27     AL                            Snake Handler Double IPA     312 0.093 103
## 28     AL                                Coffee Oatmeal Stout     311 0.060  70
## 29     AL                                      Monkeynaut IPA     637 0.072  64
## 30     AL                              Sand Island Lighthouse    1410 0.051  54
## 31     AL                               Lily Flagg Milk Stout     925 0.050  43
## 32     AL                                     Good People IPA     309 0.060  36
## 33     AL                      Good People American Brown Ale     308 0.058  36
## 34     AL                                  Naked Pig Pale Ale    1875 0.060  30
## 35     AL                                Good People Pale Ale    1000 0.056  25
## 36     AR                                        Arkansas Red    1650 0.052  16
## 38     AR                                            Behemoth    2351 0.050  36
## 40     AR                                  Core Oatmeal Stout    1337 0.057  39
## 48     AZ                      Kilt Lifter Scottish-Style Ale    1635 0.060  25
## 65     AZ                        Winter Warmer (Vault Series)    2073 0.095  85
## 66     AZ                                         Noche Dulce    2062 0.071  85
## 67     AZ                                         Devil’s Ale     850 0.055  60
## 68     AZ                                       Mr. Pineapple     777 0.050  60
## 69     AZ                                Barrio Tucson Blonde    1343 0.045  47
## 70     AZ                                       Sunbru Kölsch     178 0.052  45
## 71     AZ                                         Oktoberfest    1995 0.055  45
## 72     AZ               Kilt Lifter Scottish-Style Ale (2009)     179 0.060  45
## 73     AZ                                         Sex Panther    2599 0.069  25
## 74     AZ                                   SanTan HefeWeizen    1072 0.050  21
## 75     AZ                                       Hop Shock IPA    1071 0.070  21
## 77     AZ                                      Lumberyard IPA     355 0.061  20
## 78     AZ                                    Supermonk I.P.A.    1299 0.065  20
## 79     AZ                         Count Hopula (Vault Series)    2063 0.091  20
## 80     AZ                           American Idiot Ale (2012)     764 0.055  20
## 81     AZ                                  Devil’s Ale (2010)     285 0.055  20
## 82     AZ                                  Lumberyard Pilsner    1153 0.053  17
## 83     AZ                                         Knotty Pine    2311 0.054  16
## 84     AZ                          Epicenter Amber Ale (2010)     124 0.055  15
## 85     AZ                      Rail Slide Imperial Spiced Ale     839 0.081  15
## 86     AZ                            SanTan HefeWeizen (2010)     286 0.050  15
## 87     AZ                                Hop Shock IPA (2010)     317 0.070   9
## 96     CA                                 Blur India Pale Ale    1302 0.074  19
## 136    CA                                  Hill 88 Double IPA    1893 0.088 115
## 137    CA                      Real McCoy Amber Ale (Current)      73 0.045 101
## 138    CA                        He Said Belgian-Style Tripel    1592 0.082 100
## 139    CA                                          Hop Crisis     432 0.097 100
## 140    CA                        Ex Umbris Rye Imperial Stout     904 0.099  99
## 141    CA                                         Chronic Ale    1457 0.049  95
## 142    CA                                          Union Jack    2463 0.075  94
## 143    CA                                       Pilsner Ukiah      98 0.055  93
## 144    CA                                        TailGate IPA     662 0.050  92
## 145    CA                                 1881 California Red    1479 0.056  92
## 146    CA         21st Amendment Watermelon Wheat Beer (2006)     800 0.049  88
## 147    CA                      El Conquistador Extra Pale Ale    1460 0.048  88
## 148    CA                          Barney Flats Oatmeal Stout    1221 0.057  86
## 149    CA                                  Better Weather IPA    1641 0.094  85
## 150    CA                                       Cali Creamin'    2413 0.052  85
## 151    CA                                             Torpedo     426 0.072  85
## 152    CA                          Sprocket Blonde Ale (2006)    1735 0.050  85
## 153    CA                                             Grazias    2663 0.063  85
## 154    CA                                    California Lager    2103 0.049  80
## 155    CA                         Monkey Paw Oatmeal Pale Ale     717 0.058  80
## 156    CA                               Saint Archer Pale Ale    1865 0.052  77
## 157    CA                                  Jacaranada Rye IPA    1772 0.067  77
## 158    CA                                         Sculpin IPA    1018 0.070  75
## 159    CA                                         Mission IPA    2441 0.068  75
## 160    CA                                           Mo's Gose    1172 0.052  75
## 161    CA                                Wolf Among Weeds IPA    1698 0.080  75
## 162    CA                       Golden Road Hefeweizen (2012)     548 0.046  75
## 163    CA                                       Manzanita IPA    1673 0.080  75
## 164    CA                                    Saint Archer IPA    1867 0.068  74
## 165    CA                         He Said Baltic-Style Porter    1593 0.082  70
## 166    CA                                       Lower De Boom    1036 0.099  70
## 167    CA                              Bitter American (2011)     353 0.044  70
## 168    CA                                Fireside Chat (2010)     321 0.079  70
## 169    CA                                   Blood Orange Gose    2291 0.042  70
## 170    CA                                        TailGate IPA     663 0.050  70
## 171    CA                              Boont Amber Ale (2011)      78 0.058  70
## 172    CA                Hell or High Watermelon Wheat (2009)     802 0.049  66
## 173    CA                                            Groupe G    1895 0.076  66
## 174    CA                                     Boont Amber Ale    1326 0.058  65
## 175    CA                           21st Amendment IPA (2006)     799 0.070  65
## 176    CA                              El Steinber Dark Lager    1217 0.055  65
## 177    CA                              Baby Daddy Session IPA    2486 0.047  65
## 178    CA                                           Westfalia    2660 0.056  65
## 179    CA                              Boont Amber Ale (2010)     811 0.058  65
## 180    CA                                       Baltic Porter     346 0.078  60
## 181    CA                                        Summer Wheat    2577 0.045  60
## 182    CA                                       Back in Black     173 0.068  60
## 183    CA                                   Brotherhood Steam    2102 0.056  60
## 184    CA                                    Weiss Weiss Baby    2591 0.045  60
## 185    CA                                 TailGate Hefeweizen     623 0.049  55
## 186    CA                                      CAPT Black IPA    1478 0.073  55
## 187    CA                                 TailGate Hefeweizen     361 0.049  53
## 188    CA                                        Orange Wheat    1016 0.046  52
## 189    CA                              Hangar 24 Helles Lager    1015 0.043  50
## 190    CA                                Golden Trout Pilsner      74 0.042  49
## 191    CA                                            Jucundus    2666 0.060  47
## 192    CA                                      PONTO S.I.P.A.    1589 0.045  46
## 193    CA                                  Grapefruit Sculpin    2593 0.070  45
## 194    CA                                         Casinos IPA    1362 0.070  45
## 195    CA                                        Double Trunk    1561 0.099  45
## 196    CA                                     TailGate Saison    1164 0.050  44
## 197    CA                               Hop Ottin' IPA (2011)     367 0.070  44
## 198    CA                                       Longfin Lager    1019 0.046  44
## 199    CA                                              Oneida    2156 0.052  44
## 200    CA                             Burning Bush Smoked IPA     750 0.080  44
## 201    CA                                             Aurora     2154 0.067  42
## 202    CA                         Wolf Among Weeds IPA (2012)     749 0.080  42
## 203    CA                                            Lomaland    1495 0.055  42
## 204    CA                                 Sweet Georgia Brown     719 0.054  42
## 205    CA                                       Blazing World    1492 0.065  40
## 206    CA                                     Dread Brown Ale    1683 0.054  40
## 207    CA                                             Habitus    2664 0.080  40
## 208    CA                           Dodgy Knight Imperial IPA    1229 0.080  40
## 209    CA                               South Bay Session IPA    2034 0.050  37
## 210    CA                                     Grandma's Pecan    1562 0.069  37
## 211    CA                           Pit Stop Chocolate Porter    1237 0.037  36
## 212    CA                                       Czech Yo Self    2590 0.055  35
## 213    CA                Hell or High Watermelon Wheat (2009)     801 0.049  35
## 214    CA                                         Yonder Bock    1919 0.060  35
## 215    CA                                      Hop Ottin' IPA    1327 0.070  35
## 216    CA                        Brew Free! or Die IPA (2008)     797 0.070  35
## 217    CA                             Pt. Bonita Rustic Lager    1894 0.062  35
## 218    CA                                          Giant DIPA    2002 0.089  35
## 219    CA                       Mucho Aloha Hawaiian Pale Ale     668 0.056  34
## 220    CA                                Riverwalk Blonde Ale    1672 0.060  34
## 221    CA                                                 IPA    2578 0.065  30
## 222    CA                Summer Solstice Cerveza Crema (2009)     753 0.056  30
## 223    CA                              Sierra Nevada Pale Ale     400 0.056  30
## 224    CA                                     Winter Solstice     523 0.069  28
## 225    CA                                    Deadicated Amber     924 0.054  28
## 226    CA                              Summer Solstice (2011)      77 0.056  28
## 227    CA                   Ruhstaller's Gilt Edge Lager Beer    1370 0.048  28
## 228    CA                                      CAPT Black IPA     883 0.073  28
## 229    CA                      High Country Pilsner (Current)     511 0.042  27
## 230    CA                                            Epic IPA      75 0.065  26
## 231    CA                              Shipwrecked Double IPA    1459 0.092  25
## 232    CA                                         Black House    1493 0.058  25
## 233    CA                                               Solis    2667 0.075  24
## 234    CA                              Saint Archer White Ale    1868 0.050  23
## 235    CA                                         Liberty Ale    2592 0.059  22
## 236    CA                             Terrace Hill Double IPA    1647 0.095  21
## 237    CA                                            Catch 23    1646 0.075  21
## 238    CA                                 Keebarlin' Pale Ale    1818 0.042  20
## 239    CA                                        Fall Hornin'    1563 0.060  20
## 240    CA                          Barney Flats Oatmeal Stout    1520 0.057  20
## 241    CA                                             Torpedo    2239 0.072  19
## 242    CA                                     Summer Solstice    1350 0.056  19
## 243    CA                                           Surfrider    2594 0.052  19
## 244    CA                                 Gillespie Brown Ale    1671 0.095  17
## 245    CA                                     Bacon Brown Ale     543 0.068  17
## 246    CA                                  Chaotic Double IPA    1674 0.099  17
## 247    CA                                       Lucky Day IPA    1648 0.072  17
## 248    CA                                  CANfusion Rye Bock    1918 0.060  17
## 249    CA              the Kimmie, the Yink and the Holy Gose    1738 0.048  17
## 250    CA                   Barney Flats Oatmeal Stout (2012)     572 0.057  16
## 251    CA                                            Villager    2658 0.063  16
## 252    CA                                      Kolschtal Eddy    2035 0.055  16
## 253    CA                                                Park    2661 0.047  15
## 254    CA                        Poleeko Gold Pale Ale (2009)      76 0.055  15
## 256    CA                                                 KSA    2659 0.046  15
## 257    CA                             1881 California Red Ale     882 0.056  15
## 258    CA                                   Fortunate Islands    1494 0.047  15
## 259    CA                                      Habitus (2014)    2668 0.080  15
## 260    CA                              Big Eye India Pale Ale    1400 0.070  14
## 261    CA                                            Chai Ale    1649 0.051  13
## 262    CA                                    Golden State Ale     347 0.064  13
## 263    CA                                              Nooner    2474 0.052  13
## 264    CA                            Point the Way IPA (2012)     549 0.059  12
## 265    CA                                Full Boar Scotch Ale     647 0.074  10
## 266    CA                     Back in the Saddle Rye Pale Ale    1047 0.037   8
## 267    CA                              Sierra Nevada Pale Ale    1905 0.056   6
## 268    CA                       Pace Setter Belgian Style Wit    1236 0.037   4
## 269    CA                         California Sunshine Rye IPA     730 0.071   4
## 270    CA                                         Scotty K NA     606 0.001   4
## 390    CO                                    Upslope Pale Ale      80 0.058 104
## 391    CO                                All American Red Ale    1218 0.050 100
## 392    CO                                     Sunshine Nectar    1374 0.080 100
## 393    CO                      Third Eye Enlightened Pale Ale    2386 0.065 100
## 394    CO                                     Hop Abomination     881 0.066 100
## 395    CO                          5:00 O'Clock Afternoon Ale    1005 0.050 100
## 396    CO                                 Dry Dock Hefeweizen     872 0.043  98
## 397    CO                             Stout Ol' Friend (2012)    1075 0.064  98
## 399    CO                                Pinner Throwback IPA    2302 0.049  94
## 400    CO                                  Brush Creek Blonde     798 0.048  90
## 402    CO                          Firestarter India Pale Ale     633 0.066  85
## 403    CO                                Avery India Pale Ale     107 0.063  85
## 404    CO                               Live Local Golden Ale    1421 0.047  85
## 405    CO                           Ornery Amber Lager (2003)     736 0.055  85
## 406    CO                                This Season's Blonde     597 0.056  85
## 407    CO                               Mistress Winter Wheat    1023 0.064  85
## 408    CO                                             Colette    2643 0.073  83
## 409    CO                                   Awry Rye Pale Ale     997 0.058  75
## 410    CO                                   oSKAr the G'Rauch     992 0.085  75
## 411    CO                                      Summertime Ale     681 0.052  74
## 412    CO                                 Face Down Brown Ale     973 0.057  74
## 413    CO                                   Euphoria Pale Ale      69 0.061  72
## 414    CO                                          Rustic Red    1268 0.052  72
## 415    CO                                Snowcat Coffee Stout    1689 0.059  72
## 417    CO                                     Dale's Pale Ale       1 0.065  70
## 419    CO                                               Shift    1987 0.050  70
## 420    CO                          Gordon Imperial Red (2010)     806 0.087  70
## 421    CO                                       Lava Lake Wit     685 0.052  70
## 422    CO                             Laimas Kölsch Style Ale    1452 0.050  69
## 423    CO                     HGH (Home Grown Hops): Part Duh     585 0.080  68
## 424    CO                                 American Red Saison    1848 0.078  68
## 425    CO                                  Sanitas Saison Ale    1392 0.058  68
## 426    CO                                   Sanitas Black IPA    1391 0.068  67
## 427    CO    Lee Hill Series Vol. 4 - Manhattan Style Rye Ale    2564 0.104  65
## 428    CO                                      Old Chub NITRO    1859 0.080  65
## 429    CO                                           Slow Ride    2475 0.045  65
## 430    CO                        Morning Wood Wheat (Current)     130 0.059  65
## 431    CO               Denver Pale Ale (Artist Series No. 1)    2650 0.050  65
## 432    CO                             All American Blonde Ale    1219 0.050  65
## 433    CO                           Fat Tire Amber Ale (2008)      71 0.052  65
## 434    CO                                     Dale's Pale Ale    1444 0.065  65
## 435    CO                                     Modus Hoperandi    1521 0.068  65
## 436    CO                               Moirai India Pale Ale    1451 0.070  65
## 437    CO                                  Third Eye Pale Ale      90 0.065  65
## 438    CO                                  Deviant Dale's IPA     565 0.080  65
## 439    CO                                       Perzik Saison    2546 0.064  65
## 440    CO                             Hula Hoppie Session IPA    1684 0.048  65
## 441    CO                                   Upslope Brown Ale     345 0.067  65
## 442    CO                                            Old Soul    2355 0.075  65
## 443    CO                                        White Rascal     108 0.056  65
## 444    CO                            Mama's Little Yella Pils       7 0.053  65
## 446    CO                                      Dirtbag Dunkel    1184 0.049  60
## 448    CO                             Crank Yanker IPA (2011)     395 0.078  60
## 449    CO                            Mama's Little Yella Pils    1167 0.053  58
## 450    CO                                   oSKAr the G'Rauch     993 0.085  58
## 451    CO                               Graham Cracker Porter    1943 0.050  51
## 452    CO                            Tent Pole Vanilla Porter     998 0.061  49
## 453    CO                                           The Deuce     933 0.070  48
## 454    CO                             Kilt Dropper Scotch Ale    1727 0.075  46
## 455    CO                           Centennial State Pale Ale    1883 0.052  45
## 456    CO                               Wood Splitter Pilsner    1614 0.048  45
## 457    CO                          Pallavicini Pilsner (2009)     188 0.058  45
## 459    CO                                  Nectar of the Hops    1375 0.080  44
## 460    CO                                       One Nut Brown    1751 0.050  43
## 461    CO                          Sunshine Wheat Beer (2009)      72 0.048  42
## 462    CO                                     Dale's Pale Ale    1252 0.065  40
## 463    CO                          Firestarter India Pale Ale    2422 0.066  40
## 464    CO                                      Apricot Blonde     880 0.051  40
## 465    CO                                          Aprè Shred    2104 0.081  40
## 466    CO                               South Ridge Amber Ale    1057 0.060  38
## 467    CO                                   Elephant Rock IPA    1384 0.070  36
## 468    CO                                 Neomexicanus Native    2538 0.060  35
## 469    CO                                   Gordon Ale (2009)       4 0.087  35
## 470    CO                              Hazed & Infused (2010)      81 0.049  35
## 471    CO                            Slow & Steady Golden Ale    1548 0.047  35
## 472    CO      Lee Hill Series Vol. 1 - Barrel Aged Brown Ale    2561 0.076  35
## 473    CO                                Ranger IPA (Current)     115 0.065  35
## 474    CO                                 Blood Orange Saison    2560 0.060  35
## 476    CO                               Independence Pass Ale     596 0.070  35
## 477    CO                                Rail Yard Ale (2009)      84 0.052  35
## 478    CO                                Incredible Pedal IPA    1944 0.070  34
## 479    CO                                      Peach Pale Ale    2434 0.057  33
## 480    CO                                        Hop Syndrome    2004 0.050  33
## 481    CO                        Wood Splitter Pilsner (2012)     931 0.048  31
## 482    CO                              Crabtree Oatmeal Stout     659 0.075  30
## 483    CO                        Morning Wood Wheat (Current)    2360 0.059  30
## 484    CO                                     Hoopla Pale Ale     808 0.057  30
## 486    CO Lee Hill Series Vol. 3 - Barrel Aged Imperial Stout    2562 0.099  29
## 487    CO                                  Patty's Chile Beer    1345 0.042  29
## 488    CO                                 Wynkoop Pumpkin Ale    1045 0.055  29
## 489    CO                                            Orabelle    2646 0.083  29
## 490    CO                  Ferus Fluxus Wild Belgian Pale Ale    1853 0.075  28
## 491    CO                                    Norns Roggenbier    1453 0.050  27
## 492    CO                                 Upslope Pumpkin Ale     906 0.077  26
## 493    CO                                   Eclipse Black IPA     556 0.077  26
## 494    CO                  Top Rope Mexican-style Craft Lager     466 0.048  26
## 495    CO                                     B3K Black Lager     620 0.055  25
## 496    CO                                  Trigger Blonde Ale     716 0.048  25
## 497    CO                              Over the Rail Pale Ale     711 0.057  25
## 498    CO                Lee Hill Series Vol. 2 - Wild Saison    2563 0.068  25
## 499    CO                                  Fat Tire Amber Ale     563 0.052  24
## 500    CO                                               Shift     578 0.050  24
## 501    CO                                              Rumble    2647 0.071  23
## 502    CO                                Thai Style White IPA    1932 0.065  23
## 503    CO                         Rocky Mountain Oyster Stout    1035 0.075  22
## 504    CO                     Upslope Imperial India Pale Ale    1315 0.099  22
## 505    CO                             Ten Fidy Imperial Stout       8 0.099  22
## 506    CO                         Upslope Foreign Style Stout     614 0.069  21
## 507    CO                                            Dank IPA    1224 0.065  21
## 508    CO                               River North White Ale    1180 0.050  21
## 509    CO                                      One Hit Wonder     391 0.090  21
## 510    CO                Avery Joe’s Premium American Pilsner     146 0.047  20
## 511    CO                                          Ranger IPA     564 0.065  20
## 512    CO                                     Dead Eye Dunkel    1462 0.060  20
## 513    CO                         Farmer Wirtz India Pale Ale    1549 0.070  20
## 514    CO                                          Whitewater    2648 0.061  19
## 515    CO                           Colorojo Imperial Red Ale    1316 0.082  19
## 516    CO                                        Gyptoberfest    1613 0.056  18
## 517    CO                                 Silverback Pale Ale     145 0.055  18
## 518    CO              West Portal Colorado Common Summer Ale    1422 0.041  18
## 519    CO                                  Hemlock Double IPA    1762 0.095  18
## 520    CO                      Upslope Belgian Style Pale Ale     683 0.075  18
## 521    CO                                    Disconnected Red    1067 0.067  17
## 522    CO                                   G'KNIGHT (12 oz.)     388 0.087  17
## 523    CO                                     Dank IPA (2012)     964 0.065  17
## 524    CO                                      Hideout Helles    1463 0.069  17
## 525    CO                                  Fat Tire Amber Ale    1586 0.052  17
## 526    CO                                     Hazed & Infused    1395 0.049  15
## 527    CO                                  Peacemaker Pilsner    1461 0.058  15
## 528    CO                               Upslope Christmas Ale     907 0.082  15
## 529    CO                                  GUBNA Imperial IPA       6 0.099  15
## 530    CO                                       Rail Yard Ale     807 0.052  15
## 531    CO                                           Belgorado     928 0.067  14
## 532    CO                           Fat Tire Amber Ale (2011)     748 0.052  14
## 533    CO                                     Hibernation Ale    2649 0.087  12
## 534    CO                                            Old Chub       5 0.080  10
## 535    CO                                           Shift (1)     952 0.050   9
## 538    CT                                      Watermelon Ale    2421 0.051  33
## 554    CT                      Gandhi-Bot Double IPA (12 oz.)     320 0.088  65
## 557    CT                                 Weiss Trash Culture    1417 0.034  85
## 558    CT                                       Palate Mallet    2058 0.086  85
## 559    CT                               Elm City Lager (2007)      41 0.050  40
## 560    CT                               Chester's Beer (2005)     737 0.038  18
## 561    CT                              Road 2 Ruin Double IPA    1171 0.072  11
## 562    CT                           Atlantic Amber Ale (2007)      40 0.050   6
## 567    DC                                          The Public     184 0.060 115
## 568    DC                                      The Corruption     186 0.065  80
## 569    DC                                         The Citizen     185 0.070  15
## 570    DC                                      El Hefe Speaks    1263 0.053  11
## 572    DE                                 Greenville Pale Ale     433 0.055  52
## 579    FL                                   People's Pale Ale     553 0.053  21
## 585    FL                                          Sugar Plum    2012 0.055  25
## 589    FL                   Hopped on the High Seas (Ahtanum)    1692 0.070  35
## 593    FL                                      The Gilded Age    2037 0.045  12
## 594    FL                                      Miami Vice IPA    1506 0.071  82
## 595    FL                         Florida Cracker Belgian Wit     545 0.050  81
## 596    FL                                        Jai Alai IPA     546 0.075  80
## 597    FL                                          Wild Night    1238 0.059  75
## 598    FL                                        Midnight Oil    1239 0.050  70
## 599    FL                          José Martí American Porter    1140 0.080  70
## 600    FL                      Jai Alai IPA Aged on White Oak    1141 0.075  70
## 601    FL                          Duke's Cold Nose Brown Ale    1188 0.060  65
## 602    FL     Dry-Hopped On The High Seas Caribbean-Style IPA    1694 0.070  65
## 603    FL                                Rollin Dirty Red Ale    1800 0.050  65
## 605    FL                               Old Elephant Foot IPA     544 0.070  62
## 606    FL                                          Shark Bait    1508 0.053  60
## 607    FL                                Jon Boat Coastal Ale     559 0.045  60
## 608    FL                            Hotter Than Helles Lager     570 0.050  60
## 609    FL                                        Cotton Mouth    1241 0.050  60
## 610    FL                                      Rod Bender Red    2517 0.059  60
## 611    FL                              Stump Knocker Pale Ale    1240 0.056  60
## 612    FL                         Nut Sack Imperial Brown Ale    1107 0.070  55
## 613    FL                              Killer Whale Cream Ale    1568 0.055  50
## 614    FL                   Hopped on the High Seas (Calypso)    1725 0.070  38
## 615    FL                                       Last Stop IPA    1801 0.072  38
## 616    FL                      Wiregrass Post-Prohibition Ale    1695 0.063  35
## 617    FL                                           Arcus IPA    2096 0.069  30
## 618    FL                                         Oktoberfest    2011 0.055  30
## 619    FL                                Are Wheat There Yet?    1799 0.055  28
## 620    FL                                     Cubano Espresso    2349 0.055  28
## 621    FL                                Gator Tail Brown Ale    1507 0.053  25
## 622    FL                                 You're My Boy, Blue    1802 0.050  25
## 623    FL                                 Big Rod Coconut Ale    1325 0.053  25
## 624    FL                                            I-10 IPA     558 0.068  21
## 625    FL                               Puppy's Breath Porter    2010 0.060  20
## 626    FL                                  Wolfman's Berliner    1583 0.038  18
## 627    FL                  Hopped on the High Seas (Hop #529)    1726 0.070  18
## 628    FL                                       Happening Now    2009 0.045  16
## 629    FL                                         Loafin Bräu     936 0.055  11
## 630    FL                                            Big Nose    1242 0.073  10
## 632    GA                                            Atalanta    2112 0.053  20
## 634    GA                                  420 Extra Pale Ale    1709 0.054  25
## 637    GA                                           Lyric Ale    2113 0.065  35
## 638    GA                                         Waterkeeper    2551 0.057  50
## 640    GA                                  Macon Progress Ale    1475 0.050  65
## 641    GA                                   Macon History Ale    1008 0.055  55
## 642    GA                                      SweetWater IPA    1710 0.064  55
## 643    GA                                       Take Two Pils    2568 0.055  55
## 644    GA                                 Tybee Island Blonde    1407 0.047  42
## 645    GA                                  Savannah Brown Ale    1406 0.062  35
## 646    GA                                 Watership Brown Ale    1021 0.072  17
## 649    HI                              Longboard Island Lager    1274 0.046  36
## 656    HI                                   Lemongrass Saison    1271 0.050  75
## 657    HI                                   Kaua'i Golden Ale    2183 0.049  75
## 658    HI                                        Sunset Amber    2182 0.054  68
## 659    HI                                 Bikini Blonde Lager      33 0.045  65
## 660    HI                                      Aloha B’ak’tun     713 0.070  42
## 661    HI                                         Tsunami IPA    2186 0.072  30
## 662    HI                                  Lahaina Town Brown    1578 0.051  27
## 663    HI                                 Humpback Blonde Ale    2184 0.042  24
## 664    HI                                          Mana Wheat     313 0.055  23
## 665    HI                                      Hapa Brown Ale    2181 0.064  22
## 666    HI                                    Pau Hana Pilsner    1429 0.055  20
## 667    HI                                Hawaiian Crow Porter    2178 0.052  18
## 668    HI                                   Liquid Breadfruit     712 0.082  18
## 669    HI                                  Mauna Kea Pale Ale    2176 0.054  18
## 670    HI                                      Hapa Brown Ale    2180 0.064  18
## 671    HI                                    La Perouse White     547 0.050  18
## 672    HI                                     Volcano Red Ale    2177 0.052  15
## 673    HI                              Sobrehumano Palena'ole     690 0.060  12
## 676    IA                       Farmer John's Multi-Grain Ale     968 0.056  18
## 679    IA                          The Hole in Hadrian's Wall    1059 0.095  99
## 680    IA                                 33 Select Brown Ale    1058 0.065  75
## 681    IA                       Winter Games Select #32 Stout     601 0.057  70
## 682    IA                          Dirty Blonde Chocolate Ale    1275 0.048  48
## 683    IA                                     Aaah Bock Lager    1028 0.060  48
## 684    IA                       Lewbricator Wheat Dopplebock     2162 0.075  45
## 685    IA                              Great River Golden Ale    1446 0.048  36
## 686    IA                                  Boji Blue Pale Ale     602 0.050  30
## 687    IA                                        Dos Pistolas    1244 0.048  30
## 688    IA                         Midwest Charm Farmhouse Ale     603 0.060  30
## 689    IA                                  Barrel Aged Farmer    1574 0.070  29
## 690    IA                                         Oktoberfest     539 0.059  26
## 691    IA                           Owney Irish Style Red Ale    1064 0.050  26
## 692    IA                                       Redband Stout     371 0.060  25
## 693    IA    40th Annual Bix Street Fest Copper Ale (Current)     517 0.048  25
## 694    IA                                        Big Cock IPA     540 0.070  24
## 695    IA                                    Side Kick Kölsch    1087 0.050  23
## 696    IA                                 483 Pale Ale (2010)     190 0.053  22
## 697    IA                                      Widespread Wit     865 0.055  22
## 698    IA                                 Chickawawa Lemonale    1604 0.050  22
## 699    IA                                    Farmer Brown Ale     655 0.070  21
## 700    IA                           Roller Dam Red Ale (2010)     189 0.054  20
## 701    IA              Hop A Potamus Double Dark Rye Pale Ale     672 0.090  19
## 702    IA                           Boji Beach Golden Rye Ale     600 0.050  10
## 703    IA                                        483 Pale Ale     863 0.053   5
## 706    ID                        Initial Point India Pale Ale    1609 0.071  75
## 709    ID                                       Galena Golden    1152 0.043  73
## 710    ID                                  Power House Porter    1076 0.057  19
## 714    ID                                  Rodeo Rye Pale Ale    1805 0.042  17
## 717    ID                                   Iron Butt Red Ale    1792 0.058 100
## 718    ID                                    Dagger Falls IPA     879 0.063 100
## 719    ID                                   Old Devil's Tooth    1160 0.099 100
## 720    ID                                    Thanksgiving Ale    1798 0.050 100
## 721    ID                                    North Fork Lager    1043 0.044  92
## 722    ID                             Hopnoxious Imperial IPA    1447 0.079  90
## 723    ID             Barrel Aged Seven Devils Imperial Stout    1425 0.099  66
## 724    ID                                     Sockeye Maibock    1181 0.064  65
## 725    ID                                       Two-One Niner    1397 0.048  39
## 726    ID                                 Rusty Nail Pale Ale    1104 0.056  35
## 727    ID                                          Outlaw IPA    1048 0.062  35
## 728    ID                                    Dagger Falls IPA    1595 0.063  32
## 729    ID                                     3 Picket Porter    1105 0.055  25
## 730    ID                          Double Dagger Imperial IPA    1655 0.092  25
## 731    ID                            Aviator Raspberry Blonde    2293 0.049  12
## 732    ID                    Sockeye Belgian Style Summer Ale    1298 0.050  12
## 733    ID                           Boise Co-Op Two Score Ale    1424 0.055   9
## 786    IL                               Hobnob B & B Pale Ale    1040 0.065 100
## 787    IL                                 Secret Stache Stout     941 0.053 100
## 788    IL                                          Alley Time    1634 0.060 100
## 789    IL                                      Dog Days Lager    1284 0.051  85
## 790    IL                       Wild Onion Pumpkin Ale (2010)     334 0.045  80
## 791    IL                             Working for the Weekend    2135 0.079  76
## 792    IL                                              Mazzie    2553 0.054  72
## 793    IL                                        Atom Smasher    1042 0.077  70
## 794    IL                                         Pumpkin Ale    1618 0.045  69
## 795    IL                               Bottom Up Belgian Wit     414 0.050  68
## 796    IL                                         Fistmas Ale     418 0.061  60
## 797    IL                                       Cane and Ebel     861 0.070  55
## 798    IL                                Blood of the Unicorn    2559 0.065  45
## 799    IL                                         Sobek & Set    1664 0.080  43
## 800    IL                                         Phat Chance     971 0.052  43
## 801    IL                             Bitter Biker Double IPA    1821 0.096  41
## 802    IL                             Abbey's Single (2015- )    2505 0.049  40
## 803    IL                          Wet Hot American Wheat Ale    1662 0.050  36
## 804    IL                                   Rosa Hibiscus Ale     609 0.058  31
## 805    IL                                      Disco Superfly    2534 0.080  30
## 806    IL                                          Vertex IPA    2025 0.063  30
## 807    IL                                            Over Ale     352 0.060  28
## 808    IL                               Daisy Cutter Pale Ale     148 0.052  27
## 809    IL                         Goose Island India Pale Ale    2198 0.059  25
## 810    IL                               Wild Onion Summer Wit     398 0.042  23
## 811    IL                                      Painted Turtle    2552 0.045  23
## 812    IL                                  312 Urban Pale Ale    2457 0.054  22
## 813    IL                              Oktoberfest Revolution     417 0.057  22
## 814    IL                        Abbey's Single Ale (Current)    1887 0.049  22
## 815    IL                                       Eugene Porter     416 0.068  20
## 816    IL                                      A Little Crazy    1133 0.068  18
## 817    IL                                          Jack Stout     366 0.060  18
## 818    IL                                           Fist City    2576 0.055  17
## 819    IL                                 Big Bowl Blonde Ale    1364 0.050  16
## 820    IL                             Sidekick Extra Pale Ale    1121 0.051  15
## 821    IL                                      Threadless IPA     481 0.075  14
## 822    IL                                En Parfaite Harmonie    2531 0.065  13
## 823    IL                                          Galaxy IPA    2585 0.075  12
## 824    IL                                        Spiteful IPA    1819 0.062   8
## 855    IN                                           Lucky Dog    2430 0.052  10
## 861    IN                               Hinchtown Hammer Down    2284 0.050  40
## 869    IN                        Klingon Warnog Roggen Dunkel    1817 0.055  85
## 872    IN                                Sun King Oktoberfest     874 0.055  40
## 873    IN                          Indianapolis Indians Lager     739 0.052 115
## 874    IN                        Indians Victory Lager (2012)     698 0.052 115
## 875    IN                                      Half Cycle IPA    1610 0.060 104
## 876    IN                                Johan the Barleywine     394 0.099  91
## 877    IN                                      Half Court IPA    1786 0.063  90
## 878    IN                                       Floyd's Folly    1787 0.080  90
## 879    IN                       Great Crescent Coconut Porter    1269 0.056  86
## 880    IN                    Great Crescent Oktoberfest Lager     930 0.057  77
## 881    IN                                 Fistful Of Hops Red    2001 0.064  77
## 882    IN                                           Enlighten    2019 0.045  77
## 883    IN                                        Pale Alement    2478 0.055  75
## 884    IN                                Fistful Of Hops Blue    1999 0.064  75
## 885    IN                                3 Gear Robust Porter     949 0.052  75
## 886    IN                               Regional Ring Of Fire    2098 0.073  75
## 887    IN                                        Bitter Bitch    1979 0.061  75
## 888    IN                  Bourbon Barrel Aged Coconut Porter    1702 0.056  75
## 889    IN                                        Aurora Lager    1700 0.057  66
## 890    IN                      Grapefruit Jungle (GFJ) (2011)     532 0.075  65
## 891    IN                                   Wee Muckle (2011)     584 0.090  65
## 892    IN                                         Devil's Cup    2265 0.066  64
## 893    IN                                             Tribute    2609 0.058  62
## 894    IN                                      Saucy Intruder    2620 0.072  61
## 895    IN                                             Mr. Tea    2606 0.078  60
## 896    IN                                Port Barrel Wee Mac     2081 0.053  60
## 897    IN                                    Hopkick Dropkick    2471 0.099  60
## 898    IN                              Fistful of Hops Orange    2000 0.063  60
## 899    IN                                          Englishman    2016 0.045  60
## 900    IN                                           Barn Yeti    2220 0.090  58
## 901    IN                                         Citra Faced    2617 0.055  55
## 902    IN                                  Great Crescent IPA    1701 0.062  50
## 903    IN                                            Thai.p.a    2618 0.070  50
## 904    IN                                           Scarecrow    2219 0.069  50
## 905    IN                                             Ironman    2218 0.090  50
## 906    IN                                        Black Beer'd    2607 0.068  50
## 907    IN                              Damascene Apricot Sour    2622 0.052  48
## 908    IN                                                Csar    2621 0.120  46
## 909    IN                                          Cafe Leche    2623 0.058  45
## 910    IN                                           Ale Cider    2018 0.065  40
## 911    IN                                Bourbon Barrel Johan    1049 0.099  40
## 912    IN                                        Pale Alement    2054 0.055  37
## 913    IN                                          Wee Muckle    1656 0.090  36
## 914    IN                                          Garce Selé    2097 0.069  36
## 915    IN                                               Chaka     660 0.080  36
## 916    IN                                    Copperhead Amber    2216 0.052  35
## 917    IN                               Lost River Blonde Ale    1789 0.049  33
## 919    IN                                            Sinister    2263 0.090  33
## 920    IN                                    PV Muckle (2013)    2084 0.083  31
## 921    IN                    Great Crescent Blonde Ale (2011)     389 0.053  30
## 922    IN    Bourbon Barrel Batch 666: Sympathy for the Devil    2083 0.099  30
## 923    IN                              Bourbon Barrel Wee Mac    1127 0.054  30
## 924    IN                                     Troll Destroyer    1980 0.085  30
## 925    IN                                         Monon Wheat    1788 0.054  29
## 926    IN                              Feel Like Maplin' Love    2613 0.055  27
## 927    IN                                  T-6 Red Ale (2004)     780 0.047  27
## 928    IN                                            The 26th    2611 0.060  27
## 929    IN                                     Popcorn Pilsner    1314 0.054  27
## 930    IN                                      Ring of Dingle    1128 0.071  27
## 931    IN                                       Father's Beer    2612 0.050  26
## 932    IN                                          Whip Fight    2082 0.090  25
## 933    IN                                    Upland Wheat Ale    1951 0.045  25
## 934    IN                                     Pole Barn Stout    2616 0.055  24
## 935    IN                           Great Crescent IPA (2011)     436 0.062  24
## 936    IN                                Campside Session IPA    2190 0.045  24
## 937    IN                             Great Crescent Mild Ale     439 0.042  23
## 938    IN                                 Rise of the Phoenix    2264 0.071  23
## 939    IN                                Great Crescent Stout     442 0.080  23
## 940    IN                Great Crescent Coconut Porter (2012)     441 0.056  23
## 941    IN                       Hop Up Offa That Brett (2014)    2085 0.058  23
## 942    IN                                          Royal Brat    1599 0.065  23
## 943    IN                                    Leprechaun Lager    1657 0.040  23
## 944    IN                                                Isis     651 0.091  23
## 945    IN                               Fistful of Hops Green    1996 0.064  23
## 946    IN                                                Pale    2615 0.054  23
## 947    IN                            Circuit Bohemian Pilsner     948 0.045  22
## 948    IN                          Bourbon Barrel Aged Timmie    1367 0.099  22
## 949    IN                                Stupid Sexy Flanders    1366 0.063  22
## 950    IN                              Bourbon's Barrel Stout     455 0.075  22
## 951    IN                           Great Crescent Dark Lager     440 0.057  22
## 952    IN                                        Honey Kolsch    2217 0.046  20
## 953    IN                                       Dragonfly IPA    1950 0.060  20
## 954    IN                             Grapefruit Jungle (GFJ)    1420 0.075  20
## 955    IN                                            Java Mac    2215 0.054  18
## 956    IN                                           Deduction    2601 0.080  18
## 957    IN                                          The Gadget    2610 0.064  18
## 958    IN                                             Tip Off    2605 0.052  16
## 959    IN                    Great Crescent Belgian Style Wit     478 0.051  15
## 960    IN                                      Yoshi's Nectar    2614 0.053  15
## 962    IN                                     Osiris Pale Ale    1389 0.056  12
## 963    IN                                             Cowbell    2164 0.054   8
## 968    KS                             Wild Plum Farmhouse Ale    1196 0.056 110
## 969    KS                                   Annie's Amber Ale      96 0.055  93
## 970    KS                              Tonganoxie Honey Wheat     824 0.044  93
## 971    KS                                   Tallgrass Pub Ale    1009 0.044  60
## 972    KS                                               Oasis     912 0.072  44
## 973    KS                     Thrasher Session India Pale Ale    1886 0.045  35
## 974    KS                                       Zombie Monkie    1736 0.062  34
## 975    KS                                Buffalo Sweat (2010)     102 0.050  22
## 976    KS                                       Buffalo Sweat     765 0.050  22
## 977    KS                                       Tallgrass Ale     103 0.044  20
## 978    KS                                      8-Bit Pale Ale     595 0.052  20
## 979    KS                                        Oasis (2010)     104 0.072  20
## 980    KS                                      Wooden Rooster    2575 0.085  20
## 981    KS                                           Ethos IPA    1017 0.068  20
## 982    KS                                      Velvet Rooster     537 0.085  20
## 983    KS                                 Ginger Peach Saison    2555 0.048  20
## 984    KS                        Gutch English Style Mild Ale    1885 0.050  16
## 985    KS                            Halcyon Unfiltered Wheat     412 0.050  16
## 986    KS                                   Köld Lager (2010)     105 0.050  12
## 989    KY                                        Kentucky IPA    1149 0.065  45
## 994    KY                                      Kamen Knuddeln    2676 0.065  80
## 995    KY                         Pay It Forward Cocoa Porter    2356 0.070  68
## 996    KY                                         Bloody Show    2679 0.055  68
## 997    KY                                            Sho'nuff    2680 0.040  68
## 998    KY                                       Flesh Gourd'n    2681 0.066  65
## 999    KY                                    Coq de la Marche    2677 0.051  42
## 1000   KY                                West Sixth Amber Ale    1069 0.055  38
## 1001   KY                                      Citra Ass Down    2540 0.082  25
## 1002   KY                                              A Beer    2683 0.042  25
## 1003   KY                                      Citra Ass Down    2686 0.080  21
## 1004   KY                                      London Balling    2685 0.125  20
## 1005   KY                                      The Brown Note    2539 0.050  20
## 1006   KY                                     Rules are Rules    2682 0.050  17
## 1007   KY                                                35 K    2684 0.077  13
## 1009   LA                                      Juke Joint IPA    1755 0.070  48
## 1010   LA                                    Rebirth Pale Ale    2272 0.050  41
## 1011   LA                                     NOLA Blonde Ale     484 0.049  22
## 1015   LA                                         Purple Haze     515 0.042  28
## 1017   LA                                 Irish Channel Stout    1582 0.068  60
## 1018   LA                         Parade Ground Coffee Porter    1754 0.070  52
## 1019   LA                                 Tin Roof Blonde Ale     529 0.045  49
## 1020   LA                                         Abita Amber     514 0.045  37
## 1021   LA                                         Jockamo IPA     516 0.065  35
## 1022   LA                                 Turnrow Harvest Ale    2321 0.055  28
## 1023   LA                                       MechaHopzilla    1114 0.088  21
## 1024   LA                           Tin Roof Watermelon Wheat    1428 0.050  18
## 1025   LA                                  Heiner Brau Kölsch     129 0.050  17
## 1026   LA                                   Perfect Tin Amber     494 0.045  13
## 1035   MA                                     Gerry Dog Stout    1002 0.065  70
## 1050   MA                                     Remain in Light    2257 0.050  22
## 1052   MA                                           Rebel IPA    1629 0.065  13
## 1057   MA                                Left of the Dial IPA    1917 0.043  40
## 1058   MA                                      Pumple Drumkin    1365 0.060 130
## 1059   MA                           Steel Rail Extra Pale Ale    1317 0.053  85
## 1060   MA                                      Blue Boots IPA    1854 0.069  85
## 1061   MA                                        Back Bay IPA    2420 0.068  80
## 1062   MA                             The Long Thaw White IPA    1653 0.062  80
## 1063   MA                                         Big Elm IPA    1003 0.070  69
## 1064   MA                                       Wachusett IPA    1844 0.056  65
## 1065   MA                           Pop's Old Fashioned Lager    1551 0.052  64
## 1066   MA                                     Fisherman's IPA    2066 0.055  55
## 1067   MA                            Samuel Adams Octoberfest    1281 0.053  55
## 1068   MA                                    Fisherman's Brew    2064 0.055  55
## 1069   MA                                 Wachusett Light IPA    1846 0.040  50
## 1070   MA                           Plum Island Belgian White     914 0.054  45
## 1071   MA                                        Boston Lager    1349 0.049  45
## 1072   MA                             Quarter Mile Double IPA    1812 0.080  45
## 1073   MA                                        Leisure Time    2672 0.048  45
## 1074   MA                                       Orignal Blend     977 0.051  45
## 1075   MA                                    Fisherman's Pils    2065 0.054  43
## 1076   MA                                      Hoponius Union    2670 0.067  42
## 1077   MA                                  Harpoon IPA (2012)     770 0.059  42
## 1078   MA                                 Banner American Ale    1643 0.035  42
## 1079   MA                                     All Nighter Ale    1776 0.045  40
## 1080   MA                                           UFO White     610 0.048  37
## 1081   MA                           Shark Tracker Light lager    2338 0.048  37
## 1082   MA                                        Boston Lager    1310 0.049  35
## 1083   MA                          Bunker Hill Blueberry Ale     2419 0.048  35
## 1084   MA                                  Harpoon IPA (2010)     126 0.059  30
## 1085   MA                                      Watermelon Ale    2435 0.050  30
## 1086   MA                                        Be Hoppy IPA    1697 0.065  30
## 1087   MA                                         Honey Cider    1558 0.048  30
## 1088   MA                                           Grey Lady    1094 0.045  30
## 1089   MA                          Harpoon Summer Beer (2012)     769 0.050  28
## 1090   MA                              Imperial Pumpkin Stout    2068 0.099  28
## 1091   MA                                    Wachusett Summer    1038 0.047  28
## 1092   MA                                       Flying Sailor    2449 0.073  22
## 1093   MA                                    Country Pale Ale    1030 0.051  20
## 1094   MA                            Fenway American Pale Ale    2423 0.058  20
## 1095   MA                                     Summer of Lager     657 0.062  20
## 1096   MA                               Whale's Tale Pale Ale      56 0.056  20
## 1097   MA                          Wachusett Light IPA (2013)    1029 0.040  18
## 1098   MA                                    Green Monsta IPA     618 0.060  17
## 1099   MA                          Harpoon Summer Beer (2010)     192 0.050  16
## 1100   MA                                             Pumpkan     908 0.052  15
## 1101   MA                               Westfield Octoberfest    1645 0.057  15
## 1102   MA                             Wachusett Blueberry Ale     619 0.045  15
## 1103   MA                                  Larry Imperial IPA    1418 0.085  10
## 1104   MA                                 Archer's Ale (2004)     738 0.050  10
## 1105   MA                                          Summer Ale    2376 0.049  10
## 1106   MA                                 Sankaty Light Lager     359 0.038  10
## 1107   MA                                      Indie Pale Ale     656 0.065   8
## 1108   MA                                    Strawberry White    1843 0.047   7
## 1115   MD                                      Double Duckpin    2507 0.085  55
## 1118   MD                                  Suicide Blonde IPA    2514 0.070  18
## 1120   MD                                             Old Pro    2506 0.042  90
## 1121   MD                                           Classique    1344 0.045  60
## 1122   MD                                           Honey Rye    2512 0.058  45
## 1123   MD                                            Brontide    1631 0.050  45
## 1124   MD                                        Loose Cannon     990 0.072  30
## 1125   MD                                                Ozzy    1079 0.073  28
## 1126   MD                                    Duckpin Pale Ale     829 0.055  25
## 1127   MD                                        Balt Altbier     582 0.060  18
## 1128   MD                                     AARGHtoberfest!     989 0.060  17
## 1129   MD                                 Welcome to Scoville    2408 0.069  10
## 1138   ME                                     Pumpkinhead Ale     814 0.047  35
## 1141   ME                                                Gose    2580 0.035   8
## 1142   ME                                  Summer Session Ale    1930 0.050 108
## 1150   ME                    Sea Dog Wild Blueberry Wheat Ale     815 0.047  70
## 1151   ME                                       Toughcats IPA    1783 0.072  69
## 1152   ME                                        Tug Pale Ale    1717 0.050  65
## 1153   ME                                    Geary's Pale Ale    1763 0.045  61
## 1154   ME                                   Fresh Cut Pilsner    1931 0.046  42
## 1155   ME                          Ace Hole American Pale Ale    1516 0.063  35
## 1156   ME                           Celsius Summer Ale (2012)     707 0.047  28
## 1158   MI                                          Undertaker    1977 0.067  18
## 1174   MI                                                Mela    2091 0.062  15
## 1196   MI                                      Grapefruit IPA    2628 0.050  35
## 1203   MI                                       Grand Rabbits    1480 0.055  15
## 1209   MI                                              Ryecoe    2469 0.062  20
## 1213   MI                                               Paris    2481 0.090  20
## 1216   MI                                      Centennial IPA    1565 0.072  12
## 1220   MI                                     Atwater's Lager     527 0.050   5
## 1225   MI                                     Milkshake Stout     363 0.050  23
## 1229   MI                             Wolverine Premium Lager    1468 0.047  21
## 1236   MI                                             IPA #11    2380 0.057  32
## 1239   MI             Plow Horse Belgian Style Imperial Stout    1031 0.095  65
## 1246   MI                                          3 Scrooges    2143 0.065  12
## 1266   MI                    Hubris Quadrupel Anniversary Ale    1033 0.099  77
## 1273   MI                                         Nunica Pine    2245 0.068  40
## 1276   MI                                            I.P. Eh!    2493 0.068  30
## 1281   MI                                            Solitude     385 0.060 115
## 1282   MI                                           Honey Lav    1953 0.052  74
## 1283   MI                           Grand Trunk Bohemian Pils    2141 0.050  72
## 1285   MI                                              Kludde     627 0.085  65
## 1286   MI                                        Mr. Blue Sky    2375 0.045  65
## 1287   MI                                              Verdun    2542 0.077  62
## 1288   MI                                      Le Flaneur Ale    1785 0.073  58
## 1289   MI                                     Tropical Saison    2500 0.065  55
## 1290   MI                                  North 45 Amber Ale    1404 0.059  55
## 1291   MI                                        Winter White    2022 0.050  54
## 1292   MI                                        Black Rabbit    1267 0.050  51
## 1293   MI                             Tart Side of the Barrel    2598 0.098  50
## 1294   MI                                 Lemon Shandy Tripel    1570 0.090  47
## 1295   MI                                          Psychopomp    2416 0.062  42
## 1296   MI                                         Weim-R-Iner    1985 0.069  40
## 1297   MI                                           Nordskye     2634 0.048  35
## 1298   MI                                     Lazy Daze Lager      97 0.055  35
## 1299   MI                                   Bushwhacker Cider    1986 0.069  35
## 1300   MI                               Edward’s Portly Brown    2626 0.045  35
## 1301   MI                                         Tree Bucket    1947 0.093  30
## 1302   MI                                        Dubbelicious    2418 0.065  25
## 1303   MI                            Draught Hard Apple Cider     877 0.065  25
## 1304   MI                                   Maize & Blueberry    1651 0.056  25
## 1305   MI                                           Farm Hand     387 0.055  20
## 1306   MI                                  Linnaeus Mango IPA    2597 0.060  18
## 1307   MI                              Norm's Raggedy Ass IPA    2139 0.075  17
## 1308   MI                                Trebuchet Double IPA    1443 0.093  15
## 1309   MI                                       Contemplation    1352 0.065  15
## 1310   MI                                              Zaison    1266 0.090  12
## 1311   MI                                           CEO Stout    1277 0.059  12
## 1312   MI                            10 Degrees of Separation    2491 0.055  12
## 1313   MI                                        Train Hopper    2627 0.058  11
## 1314   MI                                     Cornerstone IPA     158 0.070  11
## 1315   MI                               Oval Beach Blonde Ale    1477 0.050  10
## 1316   MI                             Northern Hawk Owl Amber    1278 0.058  10
## 1317   MI                                   Schoolhouse Honey    2492 0.050   8
## 1318   MI                                         Two Hearted    1988 0.070   6
## 1325   MN                                     Let It Ride IPA    1903 0.068  40
## 1327   MN                                        Venture Pils    1253 0.050  83
## 1328   MN                                              BLAKKR    1739 0.099 120
## 1329   MN                                       Maggie's Leap    2691 0.049 100
## 1330   MN                                          Wall's End    2690 0.048  99
## 1331   MN                                         Wagon Party    1966 0.054  90
## 1332   MN                                             Getaway    2036 0.052  90
## 1333   MN                                    Todd the Axe Man    2543 0.072  87
## 1334   MN                                          Stronghold    2688 0.060  85
## 1335   MN                                     Rise to the Top    1780 0.041  85
## 1336   MN                              Shenanigans Summer Ale    1115 0.046  80
## 1337   MN                              Unchained #18 Hop Silo    2415 0.083  76
## 1338   MN                                      Midnight Ryder     729 0.065  70
## 1339   MN                                       Coffee Bender      17 0.051  69
## 1340   MN                                              Bender      16 0.051  68
## 1341   MN                                Lost Trout Brown Ale    1779 0.049  55
## 1342   MN                                          Make It So    2549 0.053  55
## 1343   MN                                           SurlyFest      18 0.055  50
## 1344   MN                     Forest Fire Imperial Smoked Rye    1256 0.099  50
## 1345   MN                                         Wonderstuff    1963 0.054  49
## 1346   MN                                    Jack Pine Savage    1257 0.053  48
## 1347   MN                                             Pumpion    2689 0.060  47
## 1348   MN                                      Extra Pale Ale    2352 0.053  45
## 1349   MN                                Bad Axe Imperial IPA    1255 0.098  45
## 1350   MN                              Uber Lupin Schwarz IPA    2557 0.083  45
## 1351   MN                                         Parapet ESB    2687 0.056  44
## 1352   MN                                            Sky-Five    1965 0.067  43
## 1353   MN                                       Nordic Blonde    2556 0.057  40
## 1354   MN                                          Cold Press    2496 0.060  38
## 1355   MN                                            CynicAle      13 0.067  38
## 1356   MN                                        Morning Wood     986 0.055  37
## 1357   MN                                       Bark Bite IPA     985 0.066  35
## 1358   MN                                       Bitter Brewer      19 0.040  34
## 1359   MN                                    Preservation IPA    1026 0.068  34
## 1360   MN                                   Big Island Shandy    1027 0.050  33
## 1361   MN                               Bent Paddle Black Ale    1261 0.060  32
## 1362   MN                                  Harness the Winter    2410 0.072  30
## 1363   MN                                             Furious      12 0.062  30
## 1364   MN                                        Abrasive Ale      15 0.097  28
## 1365   MN                                                Hell      14 0.051  27
## 1366   MN                                            14° ESB     1902 0.056  27
## 1367   MN                                          Stargrazer    1964 0.050  26
## 1368   MN                                        Get Together    2692 0.045  25
## 1369   MN                                 Hopvale Organic Ale    2473 0.047  22
## 1370   MN                                      Hunny Do Wheat    2347 0.048  20
## 1371   MN                                                Moar    2558 0.044  19
## 1372   MN                                  Three Way Pale Ale    1781 0.052  18
## 1373   MN                                 Bent Hop Golden IPA    1901 0.062  10
## 1378   MO                               Schlafly Summer Lager      53 0.045  70
## 1382   MO                            Rip Van Winkle (Current)    2348 0.080  38
## 1387   MO                                 Schlafly Hefeweizen     588 0.041  89
## 1388   MO                                    Blackberry Wheat    2459 0.048  80
## 1389   MO                                   Masked Bandit IPA    1540 0.070  70
## 1390   MO                                      Old Tom Porter     847 0.055  70
## 1391   MO                                      Float Trip Ale    1335 0.045  66
## 1392   MO                                         Honey Wheat    1052 0.047  65
## 1393   MO                             McKinney Eddy Amber Ale     521 0.055  45
## 1394   MO                           Morgan Street Oktoberfest    1617 0.049  35
## 1395   MO                                             Towhead    2237 0.052  30
## 1396   MO                                        Hot Date Ale    1791 0.060  30
## 1397   MO                                           Send Help    2544 0.045  28
## 1398   MO                                      O’Malley’s IPA    2343 0.075  28
## 1399   MO                        Missouri Mule India Pale Ale     479 0.070  25
## 1400   MO                                       Drop Kick Ale    2340 0.052  24
## 1401   MO                                        Schlafly IPA    1078 0.045  24
## 1402   MO                                  Black Walnut Wheat     846 0.045  24
## 1403   MO                                         Lil' Helper    2208 0.070  21
## 1404   MO                                         Resurrected    2285 0.065  20
## 1405   MO                            When Helles Freezes Over    1756 0.056  20
## 1406   MO                                       Heavy Lifting    2596 0.062  18
## 1407   MO                                    Sweet Potato Ale    1491 0.060  18
## 1408   MO                           Schlafly Yakima Wheat Ale    1324 0.050  18
## 1409   MO                          L'il Lucy's Hot Pepper Ale    2341 0.049  18
## 1411   MO                         Schlafly American Brown Ale    1077 0.050  16
## 1412   MO                                         Divided Sky    2286 0.065  14
## 1413   MO                             Cast Iron Oatmeal Brown    2324 0.055  11
## 1414   MO                                Schlafly Black Lager    1323 0.050  11
## 1416   MS                                Mississippi Fire Ant    1745 0.080  80
## 1417   MS                             Suzy B Dirty Blonde Ale    2296 0.050  72
## 1418   MS                      Devil's Harvest Extra Pale Ale    2297 0.058  65
## 1419   MS                                     Jack the Sipper    2320 0.053  60
## 1420   MS                                             Pub Ale    2033 0.038  60
## 1421   MS                                    Ballistic Blonde    2032 0.051  45
## 1422   MS                      Devil's Harvest Extra Pale Ale    1117 0.058  40
## 1423   MS                                   Hipster Breakfast    1120 0.058  31
## 1424   MS                         Sinister Minister Black IPA    2346 0.077  20
## 1425   MS                             Suzy B Dirty Blonde Ale    1118 0.050  20
## 1426   MS                              2014 IPA Cicada Series    2362 0.075  18
## 1427   MT                                     Plum St. Porter    1573 0.057  42
## 1429   MT                             Lewis & Clark Amber Ale     473 0.050  15
## 1432   MT                                  Bozone Hefe Weizen    1288 0.060  36
## 1434   MT                                     Plum St. Porter    2107 0.060  70
## 1438   MT                                     Ambitious Lager     813 0.050  27
## 1443   MT                                 Yard Sale Amber Ale    1432 0.056  45
## 1444   MT                              Double Haul IPA (2006)     758 0.065  80
## 1445   MT                             Miner's Gold Hefeweizen     472 0.050  65
## 1446   MT                                  Bozone HopZone IPA    1289 0.070  65
## 1447   MT                                      Bodacious Bock     825 0.075  65
## 1448   MT                          Scape Goat Pale Ale (2010)     159 0.050  65
## 1449   MT                        Moose Drool Brown Ale (2009)      34 0.051  65
## 1450   MT                              Double Haul IPA (2009)     759 0.065  60
## 1451   MT                                        Sawtooth Ale    1411 0.054  52
## 1452   MT                                   Hat Trick Hop IPA    1433 0.068  52
## 1454   MT                             Powder Hound Winter Ale    1456 0.072  40
## 1455   MT                             Bozone Select Amber Ale     470 0.055  40
## 1456   MT                                      Tumbleweed IPA     474 0.057  35
## 1457   MT                                  Big Sky IPA (2012)     579 0.062  35
## 1458   MT                                   Eddy Out Pale Ale      87 0.055  35
## 1459   MT      Black Star Double Hopped Golden Lager (24 oz.)     404 0.045  26
## 1460   MT      Black Star Double Hopped Golden Lager (12 oz.)     164 0.045  26
## 1461   MT                                     Blown Out Brown    1441 0.052  26
## 1462   MT                           Back Country Scottish Ale     471 0.057  25
## 1463   MT                                     Double Haul IPA      86 0.065  15
## 1464   MT                     Montana Trout Slayer Ale (2009)      35 0.050  15
## 1465   MT                                      Single Hop Ale    1413 0.063  11
## 1466   MT                              Yellowstone Golden Ale     475 0.051  11
## 1468   NC                          Carolina Lighthouse (2007)     784 0.040  35
## 1472   NC                             Hog Wild India Pale Ale     705 0.067  20
## 1476   NC                                  Deviant Dale's IPA    1328 0.080  65
## 1480   NC                                     Pisgah Pale Ale    1759 0.057  50
## 1482   NC                       Devils Tramping Ground Tripel     704 0.092  50
## 1490   NC                                Trail Maker Pale Ale    1251 0.065  60
## 1494   NC                    Porter (a/k/a Black Gold Porter)    2509 0.060   5
## 1497   NC                                    Action Man Lager    1250 0.055  85
## 1498   NC                                     Dale's Pale Ale    1166 0.065  85
## 1499   NC                                           Mad Beach    1228 0.048  80
## 1500   NC                                 Honey Badger Blonde    2510 0.047  75
## 1501   NC                                 Peacemaker Pale Ale    2329 0.057  73
## 1502   NC                                       Pumpkin Beast    1620 0.062  69
## 1503   NC                                Second Wind Pale Ale     419 0.050  65
## 1504   NC                                        Flagship IPA     530 0.057  65
## 1505   NC                                           Long Leaf    2511 0.071  51
## 1506   NC                                         Jam Session    1622 0.051  47
## 1507   NC                                        Deadeye Jack    2332 0.060  45
## 1508   NC                          King Winterbolt Winter Ale    1719 0.070  42
## 1509   NC                            Firewater India Pale Ale     507 0.052  41
## 1510   NC                                      Santa's Secret    2255 0.059  35
## 1511   NC                                     Pistols at Dawn    2330 0.075  32
## 1512   NC                             Wee-Heavy-Er Scotch Ale    1260 0.070  31
## 1513   NC                         Triangle Belgian Golden Ale     113 0.080  31
## 1514   NC                                Hop Drop 'N Roll IPA    1621 0.072  30
## 1515   NC                        Carolina Blonde Light (2005)     782 0.035  27
## 1516   NC                                 Sky Blue Golden Ale     427 0.051  26
## 1517   NC                                         Rocket Girl     550 0.032  24
## 1518   NC                                       13 Rebels ESB    1259 0.052  23
## 1519   NC                                   Jalapeno Pale Ale    2508 0.055  23
## 1520   NC                            Firewater India Pale Ale    1743 0.052  22
## 1521   NC                                          Sunny Haze     408 0.050  22
## 1522   NC                                        OktoberBeast    1579 0.072  19
## 1523   NC                              Farmer Ted's Cream Ale    1744 0.056  17
## 1524   NC                                    White Zombie Ale    1742 0.047  11
## 1525   NC                                  Triangle White Ale     114 0.050   5
## 1526   ND                                   Stone's Throw IPA    1435 0.045  70
## 1527   ND                                 Iron Horse Pale Ale    1722 0.050  32
## 1528   ND                         Wood Chipper India Pale Ale    1434 0.067  19
## 1532   NE                                   467 Ethan's Stout    1012 0.050  50
## 1540   NE                                          Monkadelic    2236 0.042  70
## 1544   NE                                   Cardinal Pale Ale    1145 0.057 100
## 1545   NE                                Brewerhood Brown Ale    1321 0.055  65
## 1547   NE                                     Wick For Brains    1705 0.061  37
## 1548   NE                                    834 Happy As Ale     611 0.046  37
## 1549   NE                                      1327 Pod's ESB     888 0.056  35
## 1550   NE                                      EOS Hefeweizen    1147 0.048  29
## 1551   NE               543 Skull Creek Fresh Hopped Pale Ale     937 0.045  15
## 1552   NE                                      1327 Pod's ESB     612 0.056  11
## 1553   NE                                      1327 Pod's ESB     886 0.056  10
## 1556   NH                                Boneshaker Brown Ale     337 0.055  30
## 1560   NH                                     Berliner Weisse    2570 0.055  82
## 1561   NH                           Raspberry Berliner Weisse    2573 0.055  15
## 1562   NJ                                          Lucky Buck    1890 0.040 100
## 1563   NJ                                               077XX    1940 0.078  80
## 1564   NJ                                           Boat Beer    1439 0.042  65
## 1565   NJ                                 What the Butler Saw    2111 0.050  35
## 1566   NJ                            Monkey Chased the Weasel    1941 0.039  34
## 1567   NJ                                   1916 Shore Shiver    2110 0.069  30
## 1568   NJ                                             Epitome    2094 0.099  18
## 1569   NJ                                         Longhop IPA    1891 0.042   9
## 1570   NM                               Marble India Pale Ale     845 0.062  55
## 1572   NM                                      Marble Pilsner    1262 0.047  50
## 1575   NM                                    Happy Camper IPA     217 0.066  26
## 1577   NM                                           Saison 88    1519 0.055  25
## 1578   NM                                           Black IPA     967 0.071 100
## 1579   NM                                Farmer's Tan Red Ale    1936 0.060  95
## 1580   NM                                Milk Mustachio Stout    1937 0.065  72
## 1581   NM                                        Elevated IPA     664 0.072  30
## 1582   NM                                         Almanac IPA    1938 0.062  30
## 1583   NM                                    A Slice of Hefen    1741 0.054  15
## 1587   NV                   Tour de Nez Belgian IPA (Current)     538 0.080  90
## 1589   NV                           Black Adder IBA (Current)     383 0.073  50
## 1590   NV                         Black Noddy Lager (Current)      26 0.052  42
## 1591   NV                          Very Noddy Lager (Current)      29 0.099  40
## 1592   NV                                           Weize Guy    2060 0.050  35
## 1593   NV                                Hop Box Imperial IPA     468 0.093  15
## 1594   NV                            Fox Tail Gluten Free Ale     469 0.050  15
## 1600   NY                                       Bengali Tiger    1385 0.064  18
## 1621   NY                                       Montauk Light    2024 0.035  63
## 1623   NY                                       KelSo Pilsner    1348 0.055 111
## 1624   NY                                Blue Point White IPA     692 0.060 103
## 1625   NY                                      Saranac Shandy    1359 0.042  85
## 1626   NY                                      Upstate I.P.W.     381 0.065  74
## 1627   NY                             Brooklyn Lager (12 oz.)      65 0.052  70
## 1628   NY                                          Brownstone     778 0.059  70
## 1629   NY                                      Bronx Pale Ale    1037 0.063  69
## 1630   NY                                        Sweet Action    1387 0.052  69
## 1631   NY                     Hipster Ale (Two Roads Brewing)    1287 0.055  64
## 1632   NY                                       Global Warmer    1608 0.070  62
## 1633   NY                                       Sensi Harvest    1962 0.047  62
## 1634   NY                                             Bengali    2090 0.065  62
## 1635   NY                    Saranac Traditional Lager (2000)     957 0.048  60
## 1636   NY                    Common Sense Kentucky Common Ale     382 0.053  60
## 1637   NY                                            8 Barrel    2080 0.080  57
## 1638   NY                                              Diesel     525 0.063  57
## 1639   NY                            Dundee Summer Wheat Beer     457 0.045  52
## 1640   NY                                              Apollo     630 0.052  50
## 1641   NY                          Brooklyn Summer Ale (2011)     328 0.045  50
## 1642   NY                                Bronx Black Pale Ale    1747 0.057  49
## 1643   NY                                       Nomader Weiss    2283 0.040  48
## 1644   NY                                               Resin     628 0.091  47
## 1645   NY                                           Harbinger     629 0.049  47
## 1646   NY                                              Hi-Res    1696 0.099  47
## 1647   NY                            Pomegranate Wheat (2008)     956 0.047  46
## 1648   NY                                       Driftwood Ale    1906 0.060  42
## 1649   NY                               KelSo Nut Brown Lager    1678 0.057  42
## 1650   NY                     Saranac Adirondack Light (2002)     959 0.045  40
## 1651   NY                        Autumnation (2011-12) (2011)     512 0.060  40
## 1652   NY                                Blueberry Blonde Ale     773 0.050  35
## 1653   NY                                KelSo India Pale Ale    1572 0.060  35
## 1654   NY                                  Montauk Summer Ale    1907 0.056  34
## 1655   NY                           Saranac Pale Ale (12 oz.)     150 0.055  34
## 1656   NY                                         Bikini Beer    1286 0.027  28
## 1657   NY                             Brooklyn Lager (16 oz.)      66 0.052  28
## 1658   NY                                              4Beans    2574 0.100  27
## 1659   NY                                 Brooklyn Summer Ale     756 0.045  23
## 1661   NY                                    DAX Light (1998)     958 0.045  19
## 1662   NY                                              Jammer    2479 0.042  18
## 1663   NY                                    The Crisp (2011)     425 0.054  16
## 1664   NY                                 East India Pale Ale     566 0.068  16
## 1665   NY                                Righteous Ale (2011)     423 0.063  16
## 1666   NY                                         Oktoberfest    2079 0.055  12
## 1667   NY                                Bengali Tiger (2011)     422 0.064  11
## 1668   NY                                 Sweet Action (2011)     424 0.052   7
## 1675   OH                                         Happy Amber    1124 0.060  33
## 1680   OH                                            Hop Ryot    2363 0.065 120
## 1683   OH                                 Seiche Scottish Ale    1881 0.078  23
## 1686   OH                                         Psychopathy    1126 0.069 126
## 1687   OH                                         Galaxy High    2454 0.099  80
## 1688   OH                       Humulus Nimbus Super Pale Ale    1766 0.060  75
## 1689   OH                            Bleeding Buckeye Red Ale    1642 0.057  70
## 1690   OH                                        Gnarly Brown    1125 0.070  70
## 1691   OH                          Four String Vanilla Porter    2428 0.060  68
## 1692   OH                           Hop Stalker Fresh Hop IPA    2088 0.070  67
## 1693   OH                                          Trail Head    2089 0.063  60
## 1694   OH                                                LIFT    1816 0.047  60
## 1695   OH                                                 Dad    2132 0.060  55
## 1696   OH                                            Lil SIPA    1771 0.050  55
## 1697   OH                           Angry Orchard Crisp Apple    1292 0.050  53
## 1698   OH                                               SPRYE    1815 0.050  45
## 1699   OH                                              Hustle    2452 0.057  42
## 1700   OH                        Seventh Son of a Seventh Son    2250 0.077  42
## 1701   OH                                   The Great Pumpcan    1994 0.079  40
## 1702   OH                            Cleveland Beer Week 2013    1627 0.053  40
## 1703   OH                                               Franz    1992 0.052  40
## 1704   OH                                        Thunder Snow    2133 0.085  36
## 1705   OH                             Hop Bomber Rye Pale Ale    1654 0.055  35
## 1706   OH                                          Flyin' Rye    2221 0.070  32
## 1707   OH                                             Ermal's    2223 0.054  30
## 1708   OH                              New Cleveland Palesner    2336 0.050  28
## 1709   OH                          Seventh Son Hopped Red Ale    1767 0.077  25
## 1710   OH                                         Sol Drifter    2209 0.043  21
## 1711   OH                                           Pure Fury    2451 0.055  20
## 1712   OH                     Bay of Bengal Double IPA (2014)    2440 0.089  20
## 1713   OH                                Big Chuck Barleywine    1909 0.099  18
## 1714   OH                                              10 Ton    2222 0.070  18
## 1715   OH                                          Razz Wheat    2453 0.055  16
## 1716   OH                           Angry Orchard Crisp Apple    1293 0.050  16
## 1717   OH                                        Self Starter    2450 0.052  11
## 1719   OK                                  Horny Toad Cerveza    2214 0.053  26
## 1723   OK                                          Golden One    2207 0.068  74
## 1726   OK                            Dead Armadillo Amber Ale    1746 0.063 100
## 1727   OK                                  Mustang Golden Ale     421 0.053  80
## 1728   OK                                              Arjuna    2040 0.060  78
## 1729   OK                           Horny Toad Cerveza (2013)     169 0.053  37
## 1730   OK                                   Mustang Sixty-Six    1598 0.050  35
## 1731   OK                                            Uroboros    2039 0.085  35
## 1732   OK                                         Mustang '33     862 0.040  25
## 1733   OK                                          12th Round    1577 0.076  25
## 1734   OK                                   Polar Night Stout    1575 0.080  14
## 1735   OK                                       RoughTail IPA    1576 0.070  10
## 1736   OK                                              F5 IPA    1442 0.068   9
## 1737   OR                                            Pub Beer    1436 0.050  15
## 1746   OR                                     Lawnmower Lager     878 0.039   4
## 1751   OR                                     Peaches & Cream    1731 0.046  50
## 1753   OR                                       Cherried Away    2170 0.060  70
## 1759   OR                           In-Tents India Pale Lager    2189 0.068  45
## 1763   OR                           Bitter Bitch Imperial IPA     980 0.082  50
## 1775   OR                                      Survival Stout    2200 0.058 138
## 1776   OR                                        Hopworks IPA    2199 0.066 105
## 1777   OR                               Abominable Winter Ale    2193 0.073 103
## 1778   OR                                         Happy Cider    1467 0.055 100
## 1779   OR                                  Couch Select Lager    2196 0.050  97
## 1780   OR                                   Na Zdraví Pilsner    1283 0.048  94
## 1781   OR                                Mjolnir Imperial IPA     682 0.069  94
## 1782   OR                               Fearless Scottish Ale     112 0.050  94
## 1783   OR                                        Java the Hop    1803 0.065  90
## 1784   OR                                     Nonstop Hef Hop    2392 0.039  90
## 1785   OR                                     Nonstop Hef Hop    2391 0.039  86
## 1786   OR                                   Occidental Dunkel    1130 0.051  86
## 1787   OR                                  Occidental Altbier    1129 0.050  82
## 1788   OR                                          Worthy IPA    2194 0.069  75
## 1789   OR                                          Hefe Lemon    1838 0.049  75
## 1790   OR                                        Loki Red Ale    2191 0.075  75
## 1791   OR                                   Worthy IPA (2013)    1512 0.069  70
## 1792   OR                       Quaff India Style Session Ale    1022 0.051  70
## 1793   OR                                 Loki Red Ale (2013)     895 0.075  70
## 1794   OR                                     Nonstop Hef Hop    2395 0.039  70
## 1795   OR                                     Nonstop Hef Hop    2394 0.039  70
## 1796   OR                                     Nonstop Hef Hop    2393 0.039  70
## 1797   OR                                Sweet As Pacific Ale    1108 0.060  69
## 1798   OR          Old Grogham Imperial India Pale Ale (2012)     747 0.085  69
## 1799   OR                                     Nonstop Hef Hop    2390 0.039  65
## 1800   OR                                     Nonstop Hef Hop    2389 0.039  62
## 1801   OR                                   Occidental Kölsch    1081 0.045  60
## 1802   OR                                       Yellow Collar    1372 0.059  60
## 1803   OR                                        Green Collar    1371 0.059  60
## 1804   OR                       Granny Smith Hard Apple Cider    1465 0.069  60
## 1805   OR                                Dry Hard Apple Cider    1464 0.069  60
## 1806   OR                                     Nonstop Hef Hop    2396 0.039  55
## 1807   OR                                  Rise-Up Red (2014)    1085 0.058  55
## 1808   OR                                        The Optimist    2171 0.062  55
## 1809   OR                                 Suicide Squeeze IPA    1911 0.045  55
## 1810   OR                                       Descender IPA    1109 0.070  55
## 1811   OR                 Old Grogham Imperial India Pale Ale    1265 0.085  55
## 1812   OR                                    3-Way IPA (2013)    1515 0.067  55
## 1813   OR                           Tender Loving Empire NWPA    1214 0.058  53
## 1814   OR                                         Rise Up Red    2388 0.058  53
## 1815   OR                            Sunrise Oatmeal Pale Ale     562 0.055  50
## 1816   OR                                     Easy Day Kolsch    1514 0.045  45
## 1817   OR                Lights Out Vanilla Cream Extra Stout    1513 0.077  40
## 1818   OR                                          Hefe Black    1837 0.049  40
## 1819   OR                         Pigwar White India Pale Ale    1398 0.060  40
## 1820   OR                                           Quick WIT    2172 0.052  40
## 1821   OR                             Caldera Pale Ale (2005)     789 0.056  36
## 1822   OR               Mac's Scottish Style Amber Ale (2000)     961 0.051  35
## 1823   OR                               Alphadelic IPA (2011)     499 0.065  35
## 1824   OR                              Double D Blonde (2011)     498 0.049  35
## 1825   OR                                   Knotty Blonde Ale    2319 0.040  32
## 1826   OR                           Fivepine Chocolate Porter    2317 0.062  32
## 1827   OR                          Quick Wit Belgianesque Ale     674 0.052  32
## 1828   OR                                         Worthy Pale    1511 0.060  30
## 1829   OR                                      Cavatica Stout     552 0.088  30
## 1830   OR                                          1811 Lager     319 0.051  30
## 1831   OR                                          Vortex IPA     318 0.074  30
## 1832   OR                                       Watershed IPA    2331 0.067  27
## 1833   OR                             Caldera Pale Ale (2009)     790 0.056  25
## 1834   OR                                  Oakshire Amber Ale    1669 0.054  24
## 1835   OR                             Overcast Espresso Stout    1668 0.058  24
## 1836   OR                                   Hoodoo Voodoo IPA    2316 0.062  24
## 1837   OR                                     Nonstop Hef Hop    2397 0.039  22
## 1838   OR                             CuDa Cascadian Dark Ale    1536 0.074  21
## 1839   OR                      CuDa Cascadian Dark Ale (2012)     746 0.074  20
## 1840   OR                                         Proxima IPA    1543 0.063  20
## 1841   OR                             Undun Blonde Ale (2012)     654 0.053  20
## 1842   OR                                          Hard Cider    2483 0.068  20
## 1843   OR                                 Festeroo Winter Ale    1605 0.078  20
## 1844   OR                    Mac's Highlander Pale Ale (2000)     962 0.050  20
## 1845   OR                                  Cascadian Dark Ale    1393 0.060  20
## 1846   OR                          Widmer Brothers Hefeweizen    1836 0.049  20
## 1847   OR                            Rogue American Amber Ale    1860 0.051  20
## 1848   OR                                    Undun Blonde Ale    1537 0.053  20
## 1849   OR                                      Alphadelic IPA    1353 0.065  20
## 1850   OR                              Double D Blonde (2013)    1390 0.049  20
## 1851   OR                                Watershed IPA (2013)     999 0.067  20
## 1852   OR                            Mountain Rescue Pale Ale    2205 0.055  20
## 1853   OR                                     Nonstop Hef Hop    2398 0.039  20
## 1854   OR                                      Totally Radler    2482 0.027  20
## 1855   OR                             Caldera Pale Ale (2010)     791 0.056  20
## 1856   OR                                  541 American Lager    1354 0.048  18
## 1857   OR                                     Nonstop Hef Hop    2399 0.039  18
## 1858   OR                                    Wheat the People     893 0.044  16
## 1859   OR                                Mirror Pond Pale Ale    1210 0.050  14
## 1860   OR                                  Caldera IPA (2007)     792 0.061  13
## 1861   OR                                     Nonstop Hef Hop    2400 0.039  13
## 1875   PA                                      American Light    2231 0.032  20
## 1891   PA                                      American Lager    2233 0.041  25
## 1913   PA                                    Phoenix Pale Ale      20 0.051  25
## 1915   PA                                        Hop Farm IPA    1833 0.058 113
## 1916   PA                                Seven Gates Pale Ale    1587 0.056 100
## 1917   PA                                Odyssey Imperial IPA     894 0.084  95
## 1918   PA                                   Jack's Hard Cider     823 0.051  93
## 1919   PA                                             Sundown    2304 0.071  90
## 1920   PA                                       Homefront IPA    2305 0.060  85
## 1921   PA                                         Madra Allta    1675 0.064  85
## 1922   PA                                 Helles Golden Lager    1123 0.049  85
## 1923   PA                                    Keeper (Current)    1612 0.050  85
## 1924   PA                                        Dunkel Lager      23 0.053  75
## 1925   PA                                        Mango Ginger    2299 0.058  70
## 1926   PA                                            RT Lager    1100 0.055  70
## 1927   PA                                        Overbite IPA     891 0.075  65
## 1928   PA                   Sly Fox Christmas Ale 2012 (2012)     926 0.055  45
## 1929   PA                              Rumspringa Golden Bock     392 0.066  45
## 1930   PA                              Fear of a Brett Planet    2053 0.051  44
## 1931   PA                                      Grateful White    1101 0.061  42
## 1932   PA                          Sly Fox Christmas Ale 2013    1588 0.055  40
## 1933   PA                                   Voodoo Love Child    1770 0.092  40
## 1934   PA                              Nitro Can Coffee Stout    2411 0.052  40
## 1935   PA                                         Oktoberfest    2373 0.062  36
## 1936   PA                                                1492    2300 0.065  31
## 1937   PA                                       Nugget Nectar    2444 0.075  30
## 1938   PA                                 360° India Pale Ale    1211 0.062  30
## 1940   PA                                           Provision    1835 0.042  28
## 1941   PA                                 Monk from the 'Yunk    1356 0.090  28
## 1942   PA                                    Schuylkill Punch    1355 0.060  25
## 1943   PA                                     Trauger Pilsner    1757 0.048  25
## 1944   PA                                 Dreamin' Double IPA    1334 0.085  25
## 1945   PA                                       Helen's Blend    1405 0.050  25
## 1946   PA                                     T-Rail Pale Ale     509 0.055  25
## 1947   PA                                     Endless Sun Ale    1381 0.045  25
## 1948   PA                                    Irregardless IPA    1686 0.065  23
## 1949   PA                           Endless Summer Ale (2011)     508 0.048  21
## 1951   PA                             Duluchan India Pale Ale    1249 0.056  20
## 1952   PA                                         Better Half    1611 0.068  20
## 1953   PA                                    Plowshare Porter    1485 0.055  18
## 1954   PA                                             Jah Mon    2579 0.050  18
## 1955   PA                                     Old Wylie's IPA    1099 0.062  16
## 1956   PA                                         Troegenator    2445 0.082  16
## 1957   PA                                     County Line IPA    1758 0.066  14
## 1958   PA                               Old Forge Pumpkin Ale    1394 0.046  13
## 1959   PA                                            Grisette    1363 0.056  11
## 1960   PA                        Bermuda Triangle Ginger Beer    1554 0.045   8
## 1969   RI                                 Hurricane Amber Ale     120 0.052  75
## 1970   RI                                        Flagship Ale     631 0.049  69
## 1971   RI                          Autocrat Coffee Milk Stout    1775 0.053  54
## 1972   RI                     Bring Back the Beach Blonde Ale    1185 0.055  54
## 1973   RI                             Narragansett Summer Ale     403 0.042  35
## 1974   RI                                       Bohemian Pils    2224 0.052  34
## 1975   RI                       Narragansett Bohemian Pilsner    1291 0.086  32
## 1976   RI                                   Newport Storm IPA    2437 0.065  30
## 1977   RI                                   Narragansett Bock     315 0.065  30
## 1978   RI                                 Narragansett Porter     316 0.070  24
## 1979   RI                              Rhode Island Blueberry    2438 0.046  24
## 1980   RI                      La Ferme Urbaine Farmhouse Ale    1899 0.078  24
## 1981   RI                          Hazy Day Belgian-Style Wit    1186 0.040  24
## 1982   RI                         Flying Jenny Extra Pale Ale    1505 0.060  22
## 1983   RI                             Narragansett Fest Lager     314 0.055  22
## 1984   RI                                  Captain's Daughter    2044 0.085  22
## 1985   RI                                       Gansett Light    2345 0.037  20
## 1986   RI                             Narragansett Summer Ale    1093 0.042  15
## 1987   RI                        Barstool American Golden Ale     981 0.045  11
## 1988   RI                                        Autumn Winds    1567 0.058  10
## 1991   SC                                       Westbrook IPA     575 0.068  80
## 1993   SC                                          White Thai     576 0.050  75
## 1995   SC                                           White Ale     165 0.046  30
## 1998   SC                                            Rye Knot    2656 0.062  65
## 1999   SC                                      Smoking Mirror    2030 0.055  35
## 2000   SC                                       Nut Brown Ale     646 0.054  30
## 2001   SC                                          Blackbeard    2657 0.093  16
## 2002   SC                                       Golden Fleece    2031 0.045   5
## 2005   SD                                       11th Hour IPA     271 0.060  10
## 2006   SD                                  Pile O'Dirt Porter     272 0.069  26
## 2008   SD                           Red Water Irish Style Red    2145 0.065  25
## 2011   TN                                         Thunder Ann    1793 0.055  61
## 2012   TN                               Ananda India Pale Ale    1470 0.062  55
## 2013   TN                                           Tiny Bomb    1469 0.045  37
## 2014   TN                                            Tarasque    2047 0.059  32
## 2015   TN                                     House Brand IPA     632 0.060  23
## 2019   TX                                           Twisted X    2212 0.051  20
## 2021   TX                                          Gone A-Rye    2600 0.085  27
## 2027   TX                                             Rye Wit    2522 0.042  18
## 2057   TX                                          Chupahopra    2458 0.075 118
## 2058   TX                                      The Green Room    2372 0.060 110
## 2059   TX                            Weekend Warrior Pale Ale    1557 0.055 110
## 2060   TX                                        Summer's Wit    2124 0.060 100
## 2061   TX                                           Slow Ride    2069 0.048 100
## 2062   TX                                     6 String Saison    1970 0.080 100
## 2063   TX                                 Four Squared (2015)    1086 0.060  90
## 2064   TX                                         Battle LIne    2118 0.063  85
## 2065   TX                                 There Will Be Stout    1231 0.065  85
## 2066   TX                                      Terlingua Gold    1154 0.060  75
## 2067   TX                               The One They Call Zoe    1004 0.051  75
## 2068   TX                                 Weisse Versa (2012)    2374 0.052  73
## 2069   TX                              Rye Pils Session Lager    1161 0.046  70
## 2070   TX                                              Brutus    2116 0.071  70
## 2071   TX                                          Local Buzz    1872 0.052  70
## 2073   TX                            Dream Crusher Double IPA    2166 0.085  69
## 2074   TX                                      Rubberneck Red    2197 0.050  63
## 2075   TX                                 London Homesick Ale    2071 0.049  60
## 2076   TX                                    Bombshell Blonde      44 0.050  52
## 2078   TX                                            Original    2523 0.068  50
## 2079   TX                           Block Party Robust Porter    1873 0.057  50
## 2080   TX                                      Fire Eagle IPA     343 0.062  50
## 2081   TX                             The Sword Iron Swan Ale    1290 0.059  50
## 2082   TX                                  Pine Belt Pale Ale    2387 0.065  47
## 2083   TX                                        Lake Monster    2247 0.082  45
## 2085   TX                                      Le Mort Vivant    1740 0.069  45
## 2086   TX                                       Luchesa Lager    2070 0.048  42
## 2087   TX                                     The Lawn Ranger    1050 0.050  40
## 2088   TX                                Scruffy's Smoked Alt    1584 0.051  40
## 2089   TX                                                1836    2125 0.060  40
## 2090   TX                                       OktoberFiesta    2527 0.053  40
## 2091   TX                                    Number 22 Porter    1156 0.064  40
## 2092   TX                                    Bombshell Blonde     856 0.050  40
## 2093   TX                                          Soul Doubt    2521 0.059  40
## 2094   TX                                           Cow Creek    2588 0.054  36
## 2095   TX                                         Dankosaurus    2052 0.068  35
## 2096   TX                                       Farmhouse Wit    1202 0.048  35
## 2098   TX                                Oak Cliff Coffee Ale    2251 0.075  35
## 2099   TX                                  The Imperial Texan    1234 0.080  35
## 2100   TX                    Pete's Wicked Summer Brew (1995)    1061 0.047  35
## 2101   TX                                   Hans' Pils (2015)    1091 0.053  33
## 2102   TX                                      Pinata Protest    2525 0.060  33
## 2103   TX                                       Pretzel Stout    2268 0.065  32
## 2104   TX                                           Texicali     2526 0.065  30
## 2105   TX                                    Bat Outta Helles    2524 0.042  27
## 2106   TX                             Pete's ESP Lager (1998)    1062 0.051  27
## 2107   TX                                       Black Thunder     340 0.052  27
## 2108   TX                       Firemans #4 Blonde Ale (2013)    1718 0.051  26
## 2109   TX                                          LuckenBock    1972 0.070  25
## 2110   TX                    Day Break 4-Grain Breakfast Beer    1233 0.050  25
## 2112   TX                                Texas Pale Ale (TPA)    1971 0.055  25
## 2113   TX                                  The Imperial Texan    2120 0.080  25
## 2114   TX                                  River House Saison    1232 0.050  25
## 2115   TX                                 Valkyrie Double IPA    1497 0.092  23
## 2116   TX                                PRO-AM (2012) (2012)     853 0.099  23
## 2117   TX                          Green House India Pale Ale    1501 0.070  23
## 2118   TX                                         River House    2308 0.050  23
## 2119   TX                                  Yo Soy Un Berliner    2520 0.044  22
## 2120   TX                                              BLAKKR    1861 0.099  21
## 2121   TX                                          Peacemaker     342 0.051  21
## 2122   TX                                Buried Hatchet Stout      46 0.083  21
## 2123   TX                                    Red Cockaded Ale    1728 0.085  21
## 2124   TX                                      Deep Ellum IPA     943 0.070  20
## 2125   TX                                  Pine Belt Pale Ale      45 0.065  20
## 2126   TX           Heavy Machinery IPA Series #1: Heavy Fist    1409 0.070  20
## 2127   TX                                        White (2015)    2211 0.046  20
## 2128   TX                               18th Anniversary Gose    2370 0.044  20
## 2129   TX                                          Alteration     502 0.051  20
## 2130   TX                                       Rahr's Blonde    2269 0.046  20
## 2131   TX                                      Porter Culture    2357 0.065  20
## 2132   TX                                       Dallas Blonde     946 0.052  20
## 2133   TX                             Pride of Texas Pale Ale    2229 0.058  20
## 2134   TX                                       Oklahoma Suks    2350 0.048  20
## 2135   TX                                        Infamous IPA    2038 0.070  19
## 2136   TX                                            Pale Dog     501 0.060  18
## 2137   TX                                             Kadigan    2042 0.056  18
## 2138   TX                                         Dammit Jim!    2041 0.052  17
## 2139   TX                               Le Mort Vivant (2011)     555 0.069  16
## 2140   TX                                       White Rabbit     1904 0.059  15
## 2141   TX                                       Old Potentate    1010 0.072  12
## 2142   TX                             Red Cockaded Ale (2013)    1011 0.085  12
## 2143   TX                                              Hijack    1774 0.055  10
## 2144   TX                                       Power & Light    2301 0.055   5
## 2145   TX                                      Walloon (2014)     691 0.055   5
## 2151   UT                                  Trader Session IPA    1925 0.040  18
## 2152   UT                        Wasatch Ghostrider White IPA    1823 0.060  60
## 2154   UT                                               SUM'R    1212 0.040  40
## 2155   UT                          Rocket Bike American Lager     645 0.040  40
## 2158   UT                                 WYLD Extra Pale Ale     974 0.040   9
## 2159   UT                                        Hop Nosh IPA    1723 0.073  45
## 2161   UT                          Wasatch Apricot Hefeweizen    1681 0.040  83
## 2162   UT              Squatters Hop Rising Double IPA (2014)    1680 0.090  82
## 2163   UT                          Squeaky Bike Nut Brown Ale    1476 0.040  75
## 2164   UT                                         Cherny Bock     344 0.040  75
## 2165   UT                                      Viennese Lager      88 0.050  42
## 2166   UT                              Yard Sale Winter Lager    2100 0.040  34
## 2167   UT                     Squatters Hop Rising Double IPA    1825 0.090  32
## 2168   UT                                Hop Notch IPA (2013)    1089 0.073  29
## 2169   UT                               Johnny's American IPA     644 0.040  22
## 2170   UT                                       Czech Pilsner      89 0.050  17
## 2171   UT                            Organic Baba Black Lager    1097 0.040  10
## 2172   VA                                          Alter Ego     2405 0.062  15
## 2173   VA                                      Hydraulion Red    1913 0.053  40
## 2176   VA                                        Murphy's Law    2406 0.058  65
## 2177   VA                                      Black Me Stout    2056 0.060 135
## 2178   VA                                    Bravo Four Point    2051 0.044 108
## 2179   VA                                         40 Mile IPA    1912 0.060  88
## 2180   VA                                  Stickin' In My Rye    2057 0.070  70
## 2181   VA                                  Ray Ray’s Pale Ale    1247 0.052  70
## 2182   VA                                           Alpha Ale    1194 0.051  65
## 2183   VA                                       Killer Kolsch    2055 0.050  65
## 2184   VA                                        Blonde Hunny    2253 0.068  60
## 2185   VA                                    Steel Wheels ESB    1546 0.065  60
## 2186   VA                               Striped Bass Pale Ale    1201 0.052  55
## 2187   VA                         Blue Mountain Classic Lager    1545 0.053  55
## 2188   VA                                    The Great Return    1677 0.075  52
## 2189   VA                                         Missile IPA    1933 0.070  52
## 2190   VA                                      Face Plant IPA    1309 0.062  50
## 2191   VA                                Full Nelson Pale Ale    1547 0.059  45
## 2192   VA                                 Hoptopus Double IPA    1806 0.088  45
## 2193   VA                                          Starr Pils    1544 0.042  45
## 2194   VA                               Rhino Chasers Pilsner    1308 0.056  42
## 2195   VA                                        Red Clay IPA    1206 0.070  40
## 2196   VA                                          Rule G IPA    2407 0.070  40
## 2197   VA                      Northern Lights India Pale Ale     368 0.065  35
## 2198   VA                         Full Nelson Pale Ale (2010)     119 0.059  33
## 2199   VA                                              Festie     369 0.048  30
## 2200   VA                              Chin Music Amber Lager    1839 0.045  26
## 2201   VA                                      Flying Mouse 4    2566 0.070  25
## 2202   VA                      Northern Lights India Pale Ale    1205 0.065  24
## 2203   VA                              Capital Trail Pale Ale    1270 0.056  22
## 2204   VA                                 Hardywood Cream Ale    1331 0.044  22
## 2205   VA                                  Troopers Alley IPA    1676 0.059  22
## 2206   VA                                      Flying Mouse 8    2567 0.040  21
## 2207   VA              Wild Wolf Wee Heavy Scottish Style Ale    1318 0.057  20
## 2208   VA                                           Dam Lager    1207 0.045  20
## 2209   VA                                          Kölsch 151    1408 0.049  18
## 2210   VA                               Main St. Virginia Ale    2377 0.050  16
## 2211   VA                                 Track 1 Amber Lager    1330 0.045  12
## 2216   VT                                          Mastermind    2289 0.081  50
## 2222   VT                                          Double Bag    1090 0.072 120
## 2223   VT                                        Petit Mutant    1916 0.060 120
## 2224   VT                                      Long Trail IPA    1926 0.059  80
## 2225   VT                                         The Crusher    1915 0.096  55
## 2226   VT                                                Gose    2584 0.046  45
## 2227   VT                                      Long Trail Ale    1924 0.046  45
## 2228   VT                                        Heady Topper     379 0.080  42
## 2229   VT                               Fresh Slice White IPA    1908 0.055  33
## 2230   VT                         Overgrown American Pale Ale    1946 0.055  30
## 2231   VT                          Woodchuck Amber Hard Cider     822 0.050  30
## 2232   VT                                        Heady Topper    1111 0.080  30
## 2233   VT                                        Focal Banger    1810 0.070  20
## 2234   VT                                           Beelzebub    1914 0.080  20
## 2235   VT                                    Blackbeary Wheat     574 0.040  20
## 2236   VT                                                  #9     360 0.051  13
## 2237   VT                                         Elder Betty    1113 0.055   8
## 2238   VT                                         Lost Galaxy    2581 0.045   8
## 2242   WA                                      Interurban IPA     857 0.065  33
## 2247   WA                                           Aslan IPA    1639 0.077  29
## 2264   WA                                         Harvest Ale     901 0.065  83
## 2265   WA                                      Oak Aged Cider    1503 0.065  82
## 2266   WA                                         Lizzy's Red    1529 0.055  80
## 2267   WA                          Immersion Amber Ale (2011)     518 0.052  80
## 2268   WA                                      Dry Hard Cider    1415 0.065  75
## 2269   WA                             Evolutionary IPA (2011)     505 0.062  72
## 2270   WA                                      Abominable Ale     994 0.080  70
## 2271   WA               Little Sister India Style Session Ale    2292 0.043  70
## 2272   WA                                    Persnickety Pale     560 0.057  70
## 2273   WA                                Hilliard's Amber Ale     497 0.055  70
## 2274   WA                             Evolutionary IPA (2012)    1173 0.062  67
## 2275   WA                                   Hilliard's Saison     496 0.066  60
## 2276   WA                            Fremont Organic Pale Ale    1116 0.045  60
## 2277   WA                                    British Pale Ale      48 0.054  48
## 2278   WA                                     Long Hammer IPA     945 0.065  48
## 2279   WA                             British Pale Ale (2010)     866 0.054  45
## 2280   WA                                     Long Hammer IPA     583 0.065  44
## 2281   WA                                           Dry Cider    1416 0.065  44
## 2282   WA                77 Fremont Select Spring Session IPA    1174 0.040  43
## 2283   WA                           Three Skulls Ale Pale Ale    1226 0.063  42
## 2284   WA                            Topcutter India Pale Ale     966 0.068  41
## 2285   WA                                         Oatmeal PSA    1162 0.050  38
## 2286   WA            Trailhead India Style Session Ale (2011)     482 0.048  36
## 2287   WA                                             Evo IPA    1659 0.062  35
## 2288   WA                                  Pre Flight Pilsner    1137 0.052  35
## 2289   WA                                       Trailhead ISA    1661 0.048  35
## 2290   WA                                        Ginger Cider    1466 0.065  34
## 2291   WA                            Orlison India Pale Lager    1528 0.067  33
## 2292   WA                                      Desolation IPA     837 0.062  32
## 2293   WA                                   Presidential Pils    1438 0.048  31
## 2294   WA                           Pyramid Hefeweizen (2011)     399 0.052  30
## 2295   WA                                     Rude Parrot IPA     972 0.059  30
## 2296   WA                             Maylani's Coconut Stout    1594 0.053  30
## 2297   WA                        Churchkey Pilsner Style Beer     567 0.049  30
## 2298   WA             Bellingham Beer Week 2013 Collaboration    1637 0.080  29
## 2299   WA                                   Hilliard's Blonde     724 0.049  27
## 2300   WA                                     Immersion Amber    1660 0.052  27
## 2301   WA                                Schilling Hard Cider    1245 0.065  27
## 2302   WA                                      SoDo Brown Ale     519 0.054  25
## 2303   WA                                     Hilliard's Pils     889 0.055  20
## 2304   WA                                     12 Man Pale Ale    1773 0.045  20
## 2305   WA                                     Hoppy Bitch IPA    1227 0.063  18
## 2306   WA                                  Filthy Hoppin' IPA    1795 0.065  18
## 2323   WI                                Ghost Ship White IPA    1954 0.056  25
## 2326   WI                                       Point Special    2365 0.047  52
## 2352   WI                                           Hop Freak    1884 0.087  80
## 2353   WI                                    Floppin' Crappie     109 0.045  80
## 2354   WI                                  Casper White Stout    1523 0.060  70
## 2355   WI                                   Point Oktoberfest    1357 0.057  64
## 2356   WI                                Booyah Farmhouse Ale     932 0.065  60
## 2357   WI                                   Huber Bock (2014)    2359 0.054  55
## 2358   WI                             Point Special (Current)    2366 0.047  51
## 2359   WI                               The Farmer's Daughter     700 0.048  50
## 2360   WI                                 Ride Again Pale Ale    1122 0.052  38
## 2361   WI                                     Clear Creek Ice    2280 0.062  33
## 2362   WI                                 Point Special Lager    2115 0.047  33
## 2363   WI                                         Oktoberfest    2383 0.060  32
## 2364   WI                                     Wisconsin Amber    2226 0.052  31
## 2365   WI                                 White Cap White IPA    1652 0.042  29
## 2366   WI                       Point Nude Beach Summer Wheat     816 0.050  28
## 2367   WI                        BrewFarm Select Golden Lager     110 0.055  26
## 2368   WI                                       Special Amber     445 0.050  24
## 2369   WI                      A Capella Gluten Free Pale Ale    1524 0.055  24
## 2370   WI                                 Point Amber Classic     139 0.047  22
## 2371   WI                Point Nude Beach Summer Wheat (2011)     772 0.050  22
## 2372   WI                       Point Cascade Pale Ale (2013)    2270 0.054  20
## 2373   WI                Point Nude Beach Summer Wheat (2010)     141 0.050  18
## 2374   WI                                 Minhas Light (2012)    2358 0.040  18
## 2375   WI                                     Clear Creek Ice    2281 0.062  18
## 2376   WI                           St. Benedict's Winter Ale    1450 0.062  17
## 2377   WI                                   Point Oktoberfest     456 0.057  15
## 2378   WI                         Yabba Dhaba Chai Tea Porter    1525 0.055  15
## 2379   WI                                           Hop Happy    1080 0.075  15
## 2380   WI                                       Special Amber     855 0.050  14
## 2381   WI                                   Charlie's Rye IPA    2337 0.060  13
## 2382   WI                                               O-Gii     776 0.092   9
## 2383   WI                                      2012 Black Ale     357 0.054   9
## 2384   WI                                               Huber    2282 0.050   9
## 2385   WI                                Axe Head Malt Liquor    2361 0.099   9
## 2386   WI                          Lazy Monk Bohemian Pilsner    1445 0.050   9
## 2387   WI                         Flaming Damsel Lager (2010)     172 0.048   9
## 2388   WI                              Point Cascade Pale Ale     140 0.054   9
## 2389   WI                                     Three Kings Ale     650 0.049   9
## 2390   WI                                    Drop Dead Blonde     684 0.035   7
## 2391   WI                       Point Nude Beach Summer Wheat    1225 0.052   7
## 2392   WI                                             Healani    2480 0.045   7
## 2393   WI                    Louie’s Demise Immort-Ale (2010)     171 0.051   7
## 2394   WV                                   Mothman Black IPA    2313 0.067  71
## 2395   WV                                 Wild Trail Pale Ale    2314 0.057  44
## 2396   WY                           Bomber Mountain Amber Ale    2484 0.046  38
## 2397   WY                    Bomber Mountain Amber Ale (2013)    1200 0.046  15
## 2398   WY                               Indian Paintbrush IPA    1199 0.070  90
## 2399   WY                       Saddle Bronc Brown Ale (2013)    1198 0.048  75
## 2400   WY                                Wagon Box Wheat Beer    1197 0.059  60
## 2401   WY                              Saddle Bronc Brown Ale    2485 0.048  55
## 2402   WY                                        Zonker Stout     617 0.054  36
## 2403   WY                               Wind River Blonde Ale     323 0.050  32
## 2404   WY                                        Pako’s EyePA     393 0.068  22
## 2405   WY                                    Wyoming Pale Ale     324 0.072  20
## 2406   WY                                   Snake River Lager     406 0.050  20
## 2407   WY                                  Snow King Pale Ale    1606 0.060  18
## 2408   WY                                     Monarch Pilsner    2234 0.050  16
## 2409   WY                                    OB-1 Organic Ale     407 0.050  16
## 2410   WY                                Snake River Pale Ale     402 0.052  15
##      Brewery_id                               Style Ounces
## 3           103                          Hefeweizen   12.0
## 4           103            American Amber / Red Ale   12.0
## 6           103                      Czech Pilsener   12.0
## 7           224                             Witbier   12.0
## 8           224                        American IPA   12.0
## 9           224                  American Brown Ale   12.0
## 10          271                             Altbier   12.0
## 11          271             American Pale Ale (APA)   12.0
## 12          459                 American Blonde Ale   12.0
## 13          494                        American IPA   12.0
## 14          454                        American IPA   12.0
## 15          494                           Cream Ale   12.0
## 16          459                        Scottish Ale   12.0
## 17          454                       Irish Red Ale   12.0
## 18          224                        American IPA   12.0
## 19          494             American Pale Ale (APA)   12.0
## 20          459                        Scottish Ale   12.0
## 21          103                        American IPA   12.0
## 22          454                 American Blonde Ale   12.0
## 23          454                     Irish Dry Stout   12.0
## 24          558                    English Pale Ale   12.0
## 25          459                        American IPA   12.0
## 27          479      American Double / Imperial IPA   12.0
## 28          479                       Oatmeal Stout   12.0
## 29          413                        American IPA   12.0
## 30          413                              Kölsch   12.0
## 31          413                  Milk / Sweet Stout   12.0
## 32          479                        American IPA   12.0
## 33          479                  American Brown Ale   12.0
## 34          287             American Pale Ale (APA)   12.0
## 35          479             American Pale Ale (APA)   12.0
## 36          140            American Amber / Red Ale   12.0
## 38          140                    American Pilsner   12.0
## 40          140                       Oatmeal Stout   12.0
## 48          161                                       12.0
## 65           31                       Winter Warmer   16.0
## 66          232                     American Porter   16.0
## 67           31             American Pale Ale (APA)   12.0
## 68           31              Fruit / Vegetable Beer   12.0
## 69          252                 American Blonde Ale   12.0
## 70          161                              Kölsch   12.0
## 71           31                Märzen / Oktoberfest   12.0
## 72          161                        Scottish Ale   12.0
## 73           31                     American Porter   12.0
## 74           31                          Hefeweizen   12.0
## 75           31                        American IPA   12.0
## 77          159                        American IPA   12.0
## 78           31                         Belgian IPA   12.0
## 79           31      American Double / Imperial IPA   16.0
## 80           31             American Pale Ale (APA)   12.0
## 81           31             American Pale Ale (APA)   12.0
## 82          159                    American Pilsner   12.0
## 83          159             American Pale Ale (APA)   12.0
## 84           31            American Amber / Red Ale   12.0
## 85           31                Herbed / Spiced Beer   12.0
## 86           31                          Hefeweizen   12.0
## 87           31                        American IPA   12.0
## 96          433                        American IPA   12.0
## 136         281      American Double / Imperial IPA   16.0
## 137         535            American Amber / Red Ale   12.0
## 138         369                              Tripel   12.0
## 139         369      American Double / Imperial IPA   12.0
## 140         424    American Double / Imperial Stout   16.0
## 141         371            American Amber / Red Ale   16.0
## 142          49                        American IPA   12.0
## 143         556                     German Pilsener   12.0
## 144         450                        American IPA   12.0
## 145         398            American Amber / Red Ale   12.0
## 146         369              Fruit / Vegetable Beer   12.0
## 147          99             American Pale Ale (APA)   32.0
## 148         172                       Oatmeal Stout   12.0
## 149         241                        American IPA   16.0
## 150         112                           Cream Ale   12.0
## 151          84                        American IPA   16.0
## 152         334                 American Blonde Ale   12.0
## 153           4                           Cream Ale   16.0
## 154          36          American Amber / Red Lager   12.0
## 155         515             American Pale Ale (APA)   16.0
## 156         289             American Pale Ale (APA)   12.0
## 157         321                        American IPA   16.0
## 158          35                        American IPA   12.0
## 159          99                        American IPA   32.0
## 160         462                                Gose   16.0
## 161         241                        American IPA   16.0
## 162         241                          Hefeweizen   16.0
## 163         347                        American IPA   12.0
## 164         289                        American IPA   12.0
## 165         369                       Baltic Porter   12.0
## 166         369                 American Barleywine    8.4
## 167         369             American Pale Ale (APA)   12.0
## 168         369                       Winter Warmer   12.0
## 169         172                                Gose   12.0
## 170         450                        American IPA   24.0
## 171         172            American Amber / Red Ale   12.0
## 172         369              Fruit / Vegetable Beer   12.0
## 173         281                         Belgian IPA   16.0
## 174         172            American Amber / Red Ale   12.0
## 175         369                        American IPA   12.0
## 176         172                        Vienna Lager   16.0
## 177          79                        American IPA   12.0
## 178           5            American Amber / Red Ale   12.0
## 179         172            American Amber / Red Ale   12.0
## 180         523                       Baltic Porter   16.0
## 181          36             American Pale Wheat Ale   12.0
## 182         369                  American Black Ale   12.0
## 183          36      California Common / Steam Beer   12.0
## 184          37                       Kristalweizen   12.0
## 185         450                          Hefeweizen   24.0
## 186         398                  American Black Ale   12.0
## 187         450                          Hefeweizen   12.0
## 188         477              Fruit / Vegetable Beer   12.0
## 189         477                 Munich Helles Lager   12.0
## 190         535                     German Pilsener   12.0
## 191           4                           Wheat Ale   16.0
## 192         371                        American IPA   16.0
## 193          35                        American IPA   12.0
## 194         253        English India Pale Ale (IPA)   16.0
## 195          34      American Double / Imperial IPA   16.0
## 196         450              Saison / Farmhouse Ale   12.0
## 197         172                        American IPA   12.0
## 198          35                 Munich Helles Lager   12.0
## 199         210             American Pale Ale (APA)   16.0
## 200         241                        American IPA   16.0
## 201         210            American Amber / Red Ale   16.0
## 202         241                        American IPA   16.0
## 203         210              Saison / Farmhouse Ale   16.0
## 204         515                  American Brown Ale   16.0
## 205         210            American Amber / Red Ale   16.0
## 206         253                  American Brown Ale   12.0
## 207           4      American Double / Imperial IPA   16.0
## 208         450      American Double / Imperial IPA   12.0
## 209          34                        American IPA   16.0
## 210          34                   English Brown Ale   16.0
## 211         449                     American Porter   12.0
## 212          37                      Czech Pilsener   12.0
## 213         369              Fruit / Vegetable Beer   12.0
## 214          84               Maibock / Helles Bock   12.0
## 215         172                        American IPA   12.0
## 216         369                        American IPA   12.0
## 217         281                 American Pale Lager   16.0
## 218         253      American Double / Imperial IPA   16.0
## 219         518             American Pale Ale (APA)   12.0
## 220         347                 American Blonde Ale   12.0
## 221          36                        American IPA   12.0
## 222         172                           Cream Ale   12.0
## 223          84             American Pale Ale (APA)   12.0
## 224         172                       Winter Warmer   12.0
## 225         492            American Amber / Red Ale   16.0
## 226         172                           Cream Ale   12.0
## 227         398          American Amber / Red Lager   12.0
## 228         398                  American Black Ale   16.0
## 229         535                     German Pilsener   12.0
## 230         535                        American IPA   12.0
## 231          99      American Double / Imperial IPA   32.0
## 232         210                      American Stout   16.0
## 233           4                        American IPA   16.0
## 234         289                             Witbier   12.0
## 235          36                        American IPA   12.0
## 236         351      American Double / Imperial IPA   16.0
## 237         351                  American Black Ale   16.0
## 238         172             American Pale Ale (APA)   12.0
## 239         172                         Pumpkin Ale   12.0
## 240         172                       Oatmeal Stout   12.0
## 241          84                        American IPA   12.0
## 242         172                           Cream Ale   12.0
## 243          34             American Pale Ale (APA)   16.0
## 244         347                  American Brown Ale   12.0
## 245         523                  American Brown Ale   16.0
## 246         347      American Double / Imperial IPA   12.0
## 247         351                        American IPA   16.0
## 248          84                            Rye Beer   12.0
## 249         172                                Gose   12.0
## 250         172                       Oatmeal Stout   12.0
## 251           5                        American IPA   12.0
## 252          34                              Kölsch   16.0
## 253           5             American Pale Wheat Ale   12.0
## 254         172             American Pale Ale (APA)   12.0
## 256           5                              Kölsch   12.0
## 257         398            American Amber / Red Ale   16.0
## 258         210             American Pale Wheat Ale   16.0
## 259           4      American Double / Imperial IPA   16.0
## 260          35                        American IPA   12.0
## 261         351                Herbed / Spiced Beer   16.0
## 262         523                    Belgian Pale Ale   16.0
## 263          84                     German Pilsener   12.0
## 264         241                        American IPA   16.0
## 265         492              Scotch Ale / Wee Heavy   16.0
## 266         449             American Pale Ale (APA)   12.0
## 267          84             American Pale Ale (APA)   16.0
## 268         449                             Witbier   12.0
## 269         492                        American IPA   16.0
## 270         523                    Low Alcohol Beer   16.0
## 390          52             American Pale Ale (APA)   12.0
## 391         453            American Amber / Red Ale   12.0
## 392         422                                Mead   16.0
## 393         120             American Pale Ale (APA)   12.0
## 394         497                        American IPA   12.0
## 395         111                 American Blonde Ale   16.0
## 396         497                          Hefeweizen   12.0
## 397         387                      American Stout   16.0
## 399         167                        American IPA   12.0
## 400         108                 American Blonde Ale   16.0
## 402         108                        American IPA   16.0
## 403          38                        American IPA   12.0
## 404         108                 American Blonde Ale   12.0
## 405         292                        Vienna Lager   12.0
## 406         524                 American Blonde Ale   12.0
## 407         108                       Winter Warmer   12.0
## 408           7              Saison / Farmhouse Ale   12.0
## 409         108             American Pale Ale (APA)   12.0
## 410         167                        American IPA   16.0
## 411         473                              Kölsch   16.0
## 412         481                  American Brown Ale   12.0
## 413         265             American Pale Ale (APA)   12.0
## 414         442                       Irish Red Ale   16.0
## 415          64                      American Stout   12.0
## 417         167             American Pale Ale (APA)   12.0
## 419          83                 American Pale Lager   12.0
## 420         167      American Double / Imperial IPA   12.0
## 421          64                             Witbier   12.0
## 422         406                              Kölsch   16.0
## 423         167                 American Strong Ale   12.0
## 424         295              Saison / Farmhouse Ale   12.0
## 425         420              Saison / Farmhouse Ale   12.0
## 426         420                  American Black Ale   12.0
## 427          52                            Rye Beer   19.2
## 428         167              Scotch Ale / Wee Heavy   16.0
## 429          83                        American IPA   12.0
## 430         136             American Pale Wheat Ale   12.0
## 431           7             American Pale Ale (APA)   12.0
## 432         453                 American Blonde Ale   12.0
## 433          83            American Amber / Red Ale   12.0
## 434         167             American Pale Ale (APA)   12.0
## 435         265                        American IPA   12.0
## 436         406                        American IPA   16.0
## 437         120                        American IPA   12.0
## 438         167      American Double / Imperial IPA   16.0
## 439          38              Saison / Farmhouse Ale   12.0
## 440         342                        American IPA   12.0
## 441          52                   English Brown Ale   12.0
## 442          64             Belgian Strong Pale Ale   12.0
## 443          38                             Witbier   12.0
## 444         167                      Czech Pilsener   12.0
## 446         108                 Munich Dunkel Lager   16.0
## 448         370                        American IPA   16.0
## 449         167                      Czech Pilsener   19.2
## 450         167                        American IPA   19.2
## 451         264                     American Porter   12.0
## 452         108                     American Porter   16.0
## 453         167                  American Brown Ale   16.0
## 454         108              Scotch Ale / Wee Heavy   16.0
## 455         167             American Pale Ale (APA)   19.2
## 456         108                      Czech Pilsener   16.0
## 457         136                      Czech Pilsener   12.0
## 459         422                                Mead   16.0
## 460         167                   English Brown Ale   12.0
## 461          83             American Pale Wheat Ale   12.0
## 462         167             American Pale Ale (APA)   12.0
## 463         108                        American IPA   12.0
## 464         497              Fruit / Vegetable Beer   12.0
## 465         221                 American Strong Ale   16.0
## 466         473            American Amber / Red Ale   16.0
## 467         356                        American IPA   12.0
## 468          64             American Pale Ale (APA)   12.0
## 469         167      American Double / Imperial IPA   12.0
## 470         418             American Pale Ale (APA)   12.0
## 471         108                 American Blonde Ale   12.0
## 472          52                  American Brown Ale   19.2
## 473          83                        American IPA   12.0
## 474          52              Saison / Farmhouse Ale   12.0
## 476         524                        American IPA   12.0
## 477         425            American Amber / Red Ale   12.0
## 478         264                        American IPA   12.0
## 479         105             American Pale Ale (APA)   12.0
## 480          82                 American Pale Lager   12.0
## 481         108                      Czech Pilsener   12.0
## 482         516                       Oatmeal Stout   16.0
## 483         136             American Pale Wheat Ale   12.0
## 484         418             American Pale Ale (APA)   12.0
## 486          52    American Double / Imperial Stout   19.2
## 487         425                          Chile Beer   12.0
## 488         425                         Pumpkin Ale   12.0
## 489           7                              Tripel   12.0
## 490          52                   American Wild Ale   19.2
## 491         406                          Roggenbier   16.0
## 492          52                         Pumpkin Ale   16.0
## 493         516                  American Black Ale   16.0
## 494          52                        Vienna Lager   12.0
## 495         425                         Schwarzbier   12.0
## 496         516                 American Blonde Ale   16.0
## 497         136             American Pale Ale (APA)   12.0
## 498          52                   American Wild Ale   19.2
## 499          83            American Amber / Red Ale   16.0
## 500          83                 American Pale Lager   16.0
## 501           7                        American IPA   12.0
## 502          52                  American White IPA   12.0
## 503         425                      American Stout   12.0
## 504          52      American Double / Imperial IPA   19.2
## 505         167              Russian Imperial Stout   12.0
## 506          52              Foreign / Export Stout   12.0
## 507         452                        American IPA   16.0
## 508         460                             Witbier   16.0
## 509         167      American Double / Imperial IPA   12.0
## 510          38                     German Pilsener   12.0
## 511          83                        American IPA   16.0
## 512         136                 Munich Dunkel Lager   12.0
## 513         108        English India Pale Ale (IPA)   16.0
## 514           7             American Pale Wheat Ale   12.0
## 515         425                 American Strong Ale   12.0
## 516         108                Märzen / Oktoberfest   12.0
## 517         425             American Pale Ale (APA)   12.0
## 518         221      California Common / Steam Beer   16.0
## 519         221      American Double / Imperial IPA   12.0
## 520          52                    Belgian Pale Ale   12.0
## 521         221            American Amber / Red Ale   16.0
## 522         167      American Double / Imperial IPA   12.0
## 523         452                        American IPA   16.0
## 524         136                 Munich Helles Lager   12.0
## 525          83            American Amber / Red Ale   12.0
## 526         418             American Pale Ale (APA)   12.0
## 527         136                      Czech Pilsener   12.0
## 528          52                       Winter Warmer   16.0
## 529         167      American Double / Imperial IPA   12.0
## 530         425            American Amber / Red Ale   12.0
## 531         425                         Belgian IPA   12.0
## 532          83            American Amber / Red Ale   12.0
## 533           7                             Old Ale   12.0
## 534         167                        Scottish Ale   12.0
## 535          83                 American Pale Lager   12.0
## 538         109              Fruit / Vegetable Beer   12.0
## 554         411      American Double / Imperial IPA   12.0
## 557         411                  Berliner Weissbier   12.0
## 558         236      American Double / Imperial IPA   12.0
## 559         411                    American Pilsner   12.0
## 560         513                 American Pale Lager   12.0
## 561         436      American Double / Imperial IPA   12.0
## 562         411            American Amber / Red Ale   12.0
## 567         228             American Pale Ale (APA)   12.0
## 568         228                        American IPA   12.0
## 569         228                    Belgian Pale Ale   12.0
## 570         228                          Hefeweizen   12.0
## 572         540             American Pale Ale (APA)   12.0
## 579         528             American Pale Ale (APA)   12.0
## 585         142                  American Brown Ale   12.0
## 589         142                        American IPA   12.0
## 593         244                 Munich Helles Lager   12.0
## 594         394                        American IPA   12.0
## 595         142                             Witbier   12.0
## 596         142                        American IPA   12.0
## 597         448                           Cream Ale   12.0
## 598         448                       Oatmeal Stout   12.0
## 599         142                     American Porter   12.0
## 600         142                        American IPA   12.0
## 601         379                  American Brown Ale   12.0
## 602         142                        American IPA   12.0
## 603         309                       Irish Red Ale   12.0
## 605         491                        American IPA   16.0
## 606         394              Fruit / Vegetable Beer   12.0
## 607         528                 American Blonde Ale   12.0
## 608         142                 Munich Helles Lager   12.0
## 609         448                             Witbier   12.0
## 610          68            American Amber / Red Ale   12.0
## 611         448             American Pale Ale (APA)   12.0
## 612         466                  American Brown Ale   12.0
## 613         379                           Cream Ale   12.0
## 614         142                        American IPA   12.0
## 615         309                        American IPA   12.0
## 616         142             American Pale Ale (APA)   12.0
## 617         222                        American IPA   12.0
## 618         142                Märzen / Oktoberfest   12.0
## 619         309             American Pale Wheat Ale   12.0
## 620         142                                Bock   12.0
## 621         394                  American Brown Ale   12.0
## 622         309              Fruit / Vegetable Beer   12.0
## 623         394                 American Blonde Ale   12.0
## 624         528                        American IPA   12.0
## 625         142                     American Porter   12.0
## 626         374                  Berliner Weissbier   12.0
## 627         142                        American IPA   12.0
## 628         142                        American IPA   12.0
## 629         491                             Altbier   16.0
## 630         448                        American IPA   12.0
## 632         217              Saison / Farmhouse Ale   12.0
## 634          50             American Pale Ale (APA)   12.0
## 637         217              Saison / Farmhouse Ale   12.0
## 638          50                          Hefeweizen   12.0
## 640         401             American Pale Ale (APA)   12.0
## 641         401                  American Brown Ale   12.0
## 642          50                        American IPA   12.0
## 643          50                     German Pilsener   12.0
## 644         416                 American Blonde Ale   12.0
## 645         416                  American Brown Ale   12.0
## 646         476                  American Brown Ale   12.0
## 649         440          American Amber / Red Lager   24.0
## 656         376              Saison / Farmhouse Ale   12.0
## 657         205                 American Blonde Ale   12.0
## 658         205             American Pale Ale (APA)   12.0
## 659         376                 Munich Helles Lager   12.0
## 660         376             Belgian Strong Dark Ale   12.0
## 661         204                        American IPA   19.2
## 662         376                  American Brown Ale   12.0
## 663         204                 American Blonde Ale   12.0
## 664         376             American Pale Wheat Ale   12.0
## 665         205                  American Brown Ale   19.2
## 666         376                      Czech Pilsener   12.0
## 667         204                     American Porter   12.0
## 668         376              Fruit / Vegetable Beer   12.0
## 669         204             American Pale Ale (APA)   12.0
## 670         205                  American Brown Ale   12.0
## 671         376                             Witbier   12.0
## 672         204            American Amber / Red Ale   12.0
## 673         376            American Amber / Red Ale   12.0
## 676         483                 American Blonde Ale   16.0
## 679         472                        Scottish Ale   16.0
## 680         472                  American Brown Ale   16.0
## 681         472                      American Stout   16.0
## 682         366                 American Blonde Ale   12.0
## 683         366                        Vienna Lager   16.0
## 684         209                          Doppelbock   12.0
## 685         366                 American Blonde Ale   12.0
## 686         472             American Pale Ale (APA)   16.0
## 687         366                        Vienna Lager   12.0
## 688         472              Saison / Farmhouse Ale   16.0
## 689         366                  American Brown Ale   16.0
## 690         366                Märzen / Oktoberfest   16.0
## 691         366                       Irish Red Ale   16.0
## 692         366                      American Stout   16.0
## 693         366            American Amber / Red Ale   16.0
## 694         366                        American IPA   16.0
## 695         469                              Kölsch   12.0
## 696         366             American Pale Ale (APA)   16.0
## 697         366                             Witbier   16.0
## 698         366              Fruit / Vegetable Beer   12.0
## 699         366                  American Brown Ale   16.0
## 700         366                       Irish Red Ale   16.0
## 701         366                            Rye Beer   16.0
## 702         472                            Rye Beer   16.0
## 703         366             American Pale Ale (APA)   16.0
## 706         314                        American IPA   12.0
## 709         310                 American Blonde Ale   12.0
## 710         310                     American Porter   12.0
## 714         308             American Pale Ale (APA)   12.0
## 717         314            American Amber / Red Ale   12.0
## 718         310                        American IPA   12.0
## 719         310                 American Barleywine   12.0
## 720         310                              Kölsch   12.0
## 721         308                 American Pale Lager   12.0
## 722         310      American Double / Imperial IPA   12.0
## 723         310    American Double / Imperial Stout   12.0
## 724         310               Maibock / Helles Bock   12.0
## 725         219                    American Pilsner   12.0
## 726         170             American Pale Ale (APA)   12.0
## 727         308                        American IPA   12.0
## 728         310                        American IPA   12.0
## 729         170                     American Porter   12.0
## 730         310      American Double / Imperial IPA   12.0
## 731         170                 American Blonde Ale   12.0
## 732         310                             Witbier   16.0
## 733         310              Saison / Farmhouse Ale   16.0
## 786          75             American Pale Ale (APA)   12.0
## 787         257                      American Stout   16.0
## 788         176             American Pale Ale (APA)   12.0
## 789          75           Dortmunder / Export Lager   12.0
## 790         362                         Pumpkin Ale   12.0
## 791         176      American Double / Imperial IPA   16.0
## 792          56             American Pale Ale (APA)   12.0
## 793          75                Märzen / Oktoberfest   12.0
## 794         362                         Pumpkin Ale   12.0
## 795          45                             Witbier   12.0
## 796          45                Herbed / Spiced Beer   12.0
## 797          75                 American Strong Ale   12.0
## 798          53            American Amber / Red Ale   16.0
## 799         257                  American Black Ale   16.0
## 800         362                 American Blonde Ale   12.0
## 801         176      American Double / Imperial IPA   12.0
## 802          58                    Abbey Single Ale   12.0
## 803         257             American Pale Wheat Ale   16.0
## 804          45                Herbed / Spiced Beer   12.0
## 805          66                        American IPA   24.0
## 806          58                        American IPA   12.0
## 807         328                  American Brown Ale   16.0
## 808         328             American Pale Ale (APA)   16.0
## 809         197                        American IPA   12.0
## 810         362                             Witbier   12.0
## 811          57             American Pale Ale (APA)   12.0
## 812          89             American Pale Ale (APA)   16.0
## 813          45                Märzen / Oktoberfest   12.0
## 814          58                    Abbey Single Ale   12.0
## 815          45                     American Porter   12.0
## 816          45                    Belgian Pale Ale   12.0
## 817         362                       Oatmeal Stout   12.0
## 818          45             American Pale Ale (APA)   12.0
## 819         362                  American Brown Ale   12.0
## 820          75             American Pale Ale (APA)   12.0
## 821         257                        American IPA   16.0
## 822          66              Saison / Farmhouse Ale   24.0
## 823          41                        American IPA   16.0
## 824         176                        American IPA   12.0
## 855          27             American Pale Ale (APA)   16.0
## 861          17                 American Blonde Ale   16.0
## 869          18                          Roggenbier   16.0
## 872          26                Märzen / Oktoberfest   16.0
## 873          26           Dortmunder / Export Lager   16.0
## 874          26           Dortmunder / Export Lager   16.0
## 875          17                        American IPA   16.0
## 876          26                  English Barleywine   16.0
## 877         316                        American IPA   16.0
## 878         316                        Scottish Ale   16.0
## 879         166                     American Porter   16.0
## 880         166                Märzen / Oktoberfest   16.0
## 881          26                        American IPA   16.0
## 882         251                              Kölsch   16.0
## 883          25             American Pale Ale (APA)   12.0
## 884          26                        American IPA   16.0
## 885          18                     American Porter   16.0
## 886         178              Saison / Farmhouse Ale   12.0
## 887         178             American Pale Ale (APA)   12.0
## 888         166                     American Porter   16.0
## 889         166           Dortmunder / Export Lager   16.0
## 890          26                        American IPA   16.0
## 891          26              Scotch Ale / Wee Heavy   16.0
## 892         178             American Pale Ale (APA)   12.0
## 893          24             American Pale Ale (APA)   12.0
## 894          19                            Rye Beer   16.0
## 895          25              Fruit / Vegetable Beer   24.0
## 896          26              Scotch Ale / Wee Heavy   16.0
## 897          25      American Double / Imperial IPA   12.0
## 898          26                        American IPA   16.0
## 899         251                   English Brown Ale   16.0
## 900          28             Belgian Strong Dark Ale   16.0
## 901          22             American Pale Wheat Ale   16.0
## 902         166                        American IPA   16.0
## 903          21                        American IPA   16.0
## 904          28                        American IPA   16.0
## 905          28                  English Strong Ale   16.0
## 906          25                  American Black Ale   16.0
## 907          18              Fruit / Vegetable Beer   16.0
## 908          18              Russian Imperial Stout   16.0
## 909          18                     American Porter   16.0
## 910         251              Fruit / Vegetable Beer   16.0
## 911          26                  English Barleywine   16.0
## 912          25             American Pale Ale (APA)   16.0
## 913          26              Scotch Ale / Wee Heavy   16.0
## 914         178              Saison / Farmhouse Ale   12.0
## 915          26             Belgian Strong Pale Ale   16.0
## 916          28                    Belgian Dark Ale   16.0
## 917         316                 American Blonde Ale   16.0
## 919         178      American Double / Imperial IPA   12.0
## 920          26              Scotch Ale / Wee Heavy   16.0
## 921         166                 American Blonde Ale   16.0
## 922          26                    Belgian Dark Ale   16.0
## 923          26                        Scottish Ale   16.0
## 924         178                         Belgian IPA   12.0
## 925         316                             Witbier   16.0
## 926          23                       Oatmeal Stout   16.0
## 927         507            American Amber / Red Ale   12.0
## 928          23                        American IPA   16.0
## 929          26                     German Pilsener   16.0
## 930          26                     Irish Dry Stout   16.0
## 931          23                    Belgian Pale Ale   16.0
## 932          26              Scotch Ale / Wee Heavy   16.0
## 933         203                             Witbier   16.0
## 934          22                       Oatmeal Stout   16.0
## 935         166                        American IPA   16.0
## 936         203                        American IPA   16.0
## 937         166               English Dark Mild Ale   16.0
## 938         178                        American IPA   12.0
## 939         166                       English Stout   16.0
## 940         166                     American Porter   16.0
## 941          26                    Belgian Pale Ale   16.0
## 942          26 Extra Special / Strong Bitter (ESB)   16.0
## 943         349                 American Pale Lager   12.0
## 944          26      American Double / Imperial IPA   16.0
## 945          26                        American IPA   16.0
## 946          22             American Pale Ale (APA)   16.0
## 947          18                      Czech Pilsener   16.0
## 948          26              Russian Imperial Stout   16.0
## 949          26                  Flanders Oud Bruin   16.0
## 950         166                      American Stout   16.0
## 951         166                     Euro Dark Lager   16.0
## 952          28                              Kölsch   16.0
## 953         203                        American IPA   16.0
## 954          26                        American IPA   16.0
## 955          26                        Scottish Ale   16.0
## 956          29                              Dubbel   12.0
## 957          23                        American IPA   16.0
## 958          26                             Altbier   16.0
## 959         166                             Witbier   16.0
## 960          22      California Common / Steam Beer   16.0
## 962          26             American Pale Ale (APA)   16.0
## 963          26                     American Porter   16.0
## 968          46              Saison / Farmhouse Ale   16.0
## 969         501            American Amber / Red Ale   12.0
## 970         501             American Pale Wheat Ale   12.0
## 971          46                  American Brown Ale   16.0
## 972          46 Extra Special / Strong Bitter (ESB)   16.0
## 973         284                        American IPA   12.0
## 974          46                     American Porter   16.0
## 975          46                  Milk / Sweet Stout   16.0
## 976          46                  Milk / Sweet Stout   16.0
## 977          46                  American Brown Ale   16.0
## 978          46             American Pale Ale (APA)   16.0
## 979          46      American Double / Imperial IPA   16.0
## 980          46                              Tripel   16.9
## 981          46                        American IPA   16.0
## 982          46                              Tripel   16.0
## 983          46              Saison / Farmhouse Ale   16.0
## 984         284               English Pale Mild Ale   12.0
## 985          46             American Pale Wheat Ale   12.0
## 986          46                     German Pilsener   16.0
## 989         389                        American IPA   16.0
## 994           2                   American Wild Ale   16.0
## 995         101                     American Porter   12.0
## 996           2                    American Pilsner   16.0
## 997           2                    Belgian Pale Ale   16.0
## 998           2                         Pumpkin Ale   16.0
## 999           2              Saison / Farmhouse Ale   16.0
## 1000        101            American Amber / Red Ale   12.0
## 1001         63                        American IPA   16.0
## 1002          2             American Pale Ale (APA)   16.0
## 1003          2      American Double / Imperial IPA   16.0
## 1004          2                  English Barleywine   16.0
## 1005         63                  American Brown Ale   16.0
## 1006          2                     German Pilsener   16.0
## 1007          2                  Milk / Sweet Stout   16.0
## 1009        153                        American IPA   12.0
## 1010        175             American Pale Ale (APA)   12.0
## 1011        175                 American Blonde Ale   12.0
## 1015        534              Fruit / Vegetable Beer   12.0
## 1017        175                      American Stout   16.0
## 1018        153                     American Porter   12.0
## 1019        153                 American Blonde Ale   12.0
## 1020        534          American Amber / Red Lager   12.0
## 1021        534                        American IPA   12.0
## 1022        153                 American Blonde Ale   12.0
## 1023        175      American Double / Imperial IPA   16.0
## 1024        153              Fruit / Vegetable Beer   12.0
## 1025        554                              Kölsch   12.0
## 1026        153            American Amber / Red Ale   12.0
## 1035        478                      American Stout   12.0
## 1050        179                    American Pilsner   12.0
## 1052        301                        American IPA   16.0
## 1057        272                        American IPA   12.0
## 1058        146                         Pumpkin Ale   12.0
## 1059        279             American Pale Ale (APA)   12.0
## 1060        294                        American IPA   16.0
## 1061        104                        American IPA   12.0
## 1062        235                  American White IPA   12.0
## 1063        478                        American IPA   12.0
## 1064        296                        American IPA   12.0
## 1065        352          American Amber / Red Lager   12.0
## 1066        231                        American IPA   12.0
## 1067        301                Märzen / Oktoberfest   12.0
## 1068        231            American Amber / Red Ale   12.0
## 1069        296                        American IPA   12.0
## 1070        496                             Witbier   12.0
## 1071        301                        Vienna Lager   16.0
## 1072        305      American Double / Imperial IPA   12.0
## 1073          3                 American Pale Lager   12.0
## 1074        447                               Cider   12.0
## 1075        231                     German Pilsener   12.0
## 1076          3           American India Pale Lager   12.0
## 1077        235                        American IPA   12.0
## 1078        319            American Amber / Red Ale   12.0
## 1079        319 Extra Special / Strong Bitter (ESB)   12.0
## 1080        235             American Pale Wheat Ale   12.0
## 1081        146                         Light Lager   12.0
## 1082        301                        Vienna Lager   12.0
## 1083        104                               Other   12.0
## 1084        235                        American IPA   12.0
## 1085        104              Fruit / Vegetable Beer   12.0
## 1086        340                        American IPA   16.0
## 1087        235                               Cider   12.0
## 1088        146                             Witbier   12.0
## 1089        235                              Kölsch   12.0
## 1090        231                         Pumpkin Ale   16.0
## 1091        296             American Pale Wheat Ale   12.0
## 1092         96                            Rye Beer   12.0
## 1093        296                    English Pale Ale   12.0
## 1094        104             American Pale Ale (APA)   12.0
## 1095        146                 Munich Helles Lager   12.0
## 1096        146                    English Pale Ale   12.0
## 1097        296                        American IPA   12.0
## 1098        296                        American IPA   12.0
## 1099        235                              Kölsch   12.0
## 1100        296                         Pumpkin Ale   12.0
## 1101        352                Märzen / Oktoberfest   12.0
## 1102        296              Fruit / Vegetable Beer   12.0
## 1103        296      American Double / Imperial IPA   12.0
## 1104        512                    English Pale Ale   12.0
## 1105        124                 American Blonde Ale   12.0
## 1106        146                         Light Lager   12.0
## 1107        146                        American IPA   12.0
## 1108        296                             Witbier   12.0
## 1115         72      American Double / Imperial IPA   12.0
## 1118         69                         Belgian IPA   16.0
## 1120         72                                Gose   12.0
## 1121        256              Saison / Farmhouse Ale   12.0
## 1122         69                            Rye Beer   16.0
## 1123        256                  American Black Ale   12.0
## 1124        480                        American IPA   12.0
## 1125        263                    Belgian Pale Ale   12.0
## 1126         72             American Pale Ale (APA)   12.0
## 1127         72                             Altbier   12.0
## 1128        480                Märzen / Oktoberfest   12.0
## 1129        115                        American IPA   12.0
## 1138        386                         Pumpkin Ale   12.0
## 1141         43                                Gose   16.0
## 1142        267             American Pale Wheat Ale   12.0
## 1150        503              Fruit / Vegetable Beer   12.0
## 1151        318                        American IPA   16.0
## 1152        318             American Pale Ale (APA)   16.0
## 1153        324                    English Pale Ale   12.0
## 1154        267                    American Pilsner   12.0
## 1155        318             American Pale Ale (APA)   16.0
## 1156        293             American Pale Wheat Ale   12.0
## 1158         11                    Belgian Dark Ale   16.0
## 1174         11                    Belgian Dark Ale   16.0
## 1196         14                        American IPA   12.0
## 1203         13                           Cream Ale   12.0
## 1209          9                        American IPA   16.0
## 1213         11              Saison / Farmhouse Ale   16.0
## 1216         16                        American IPA   12.0
## 1220         73                 Munich Helles Lager   12.0
## 1225        230                  Milk / Sweet Stout   16.0
## 1229        403                 American Pale Lager   12.0
## 1236        122                        American IPA   16.0
## 1239         11    American Double / Imperial Stout   16.0
## 1246        125                       Winter Warmer   16.0
## 1266         11                    Quadrupel (Quad)   16.0
## 1273        186                               Cider   16.0
## 1276         60                        American IPA   12.0
## 1281         11                    Belgian Pale Ale   16.0
## 1282         13             American Pale Wheat Ale   12.0
## 1283        125                      Czech Pilsener   16.0
## 1285         11             Belgian Strong Dark Ale   16.0
## 1286        125             American Pale Wheat Ale   16.0
## 1287         11                      Bière de Garde   16.0
## 1288         11                   American Wild Ale   16.0
## 1289         11              Saison / Farmhouse Ale   16.0
## 1290         12            American Amber / Red Ale   16.0
## 1291         77                             Witbier   16.0
## 1292         11                  American Black Ale   16.0
## 1293         11    American Double / Imperial Stout   16.0
## 1294        125                              Tripel   16.0
## 1295         11                    Belgian Dark Ale   16.0
## 1296        255                               Cider   16.0
## 1297         13                        American IPA   12.0
## 1298        230              American Adjunct Lager   12.0
## 1299        255                               Cider   16.0
## 1300         15                  American Brown Ale   12.0
## 1301         11                         Belgian IPA   16.0
## 1302         11                              Dubbel   16.0
## 1303        339                               Cider   16.0
## 1304         11              Fruit / Vegetable Beer   16.0
## 1305         11              Saison / Farmhouse Ale   16.0
## 1306         11                        American IPA   16.0
## 1307        125                        American IPA   16.0
## 1308         11      American Double / Imperial IPA   16.0
## 1309         11                      Bière de Garde   16.0
## 1310         11              Saison / Farmhouse Ale   16.0
## 1311        439                      American Stout   16.0
## 1312         60                   English Brown Ale   12.0
## 1313         15                        American IPA   12.0
## 1314        230                        American IPA   16.0
## 1315        399                 American Blonde Ale   16.0
## 1316        439            American Amber / Red Ale   12.0
## 1317         60            American Amber / Red Ale   12.0
## 1318         77                        American IPA   16.0
## 1325        278                        American IPA   12.0
## 1327         76                     German Pilsener   12.0
## 1328         62                  American Black Ale   16.0
## 1329          1                  Milk / Sweet Stout   16.0
## 1330          1                   English Brown Ale   16.0
## 1331        259      California Common / Steam Beer   12.0
## 1332        245                     German Pilsener   16.0
## 1333         62                        American IPA   16.0
## 1334          1                     American Porter   16.0
## 1335        143                           Cream Ale   12.0
## 1336        278             American Pale Wheat Ale   12.0
## 1337         59      American Double / Imperial IPA   16.0
## 1338        278                  American Black Ale   12.0
## 1339         62                  American Brown Ale   16.0
## 1340         62                  American Brown Ale   16.0
## 1341        143                  American Brown Ale   12.0
## 1342         59 Extra Special / Strong Bitter (ESB)   12.0
## 1343         62                            Rye Beer   16.0
## 1344        445                            Rye Beer   16.0
## 1345        259                     German Pilsener   12.0
## 1346        445             American Pale Ale (APA)   16.0
## 1347          1                         Pumpkin Ale   16.0
## 1348        139             American Pale Ale (APA)   12.0
## 1349        445      American Double / Imperial IPA   16.0
## 1350         54      American Double / Imperial IPA   16.0
## 1351          1 Extra Special / Strong Bitter (ESB)   16.0
## 1352        259                        American IPA   12.0
## 1353         54                 American Blonde Ale   12.0
## 1354         76                  American Black Ale   12.0
## 1355         62              Saison / Farmhouse Ale   16.0
## 1356        445                       Oatmeal Stout   16.0
## 1357        445                        American IPA   16.0
## 1358         62                      English Bitter   16.0
## 1359        475                        American IPA   16.0
## 1360        475                              Shandy   16.0
## 1361         76                  American Black Ale   12.0
## 1362         76                        American IPA   12.0
## 1363         62                        American IPA   16.0
## 1364         62      American Double / Imperial IPA   16.0
## 1365         62          Keller Bier / Zwickel Bier   16.0
## 1366         76 Extra Special / Strong Bitter (ESB)   12.0
## 1367        259                         Schwarzbier   12.0
## 1368          1                        American IPA   16.0
## 1369         59             American Pale Ale (APA)   16.0
## 1370        143             American Pale Wheat Ale   12.0
## 1371         54        English India Pale Ale (IPA)   12.0
## 1372        143             American Pale Ale (APA)   12.0
## 1373         76                        American IPA   12.0
## 1378        429                 Munich Helles Lager   12.0
## 1382        133                                Bock   12.0
## 1387        429                          Hefeweizen   12.0
## 1388         88             American Pale Wheat Ale   16.0
## 1389        315                  American Black Ale   16.0
## 1390        315                     American Porter   16.0
## 1391        315                 American Blonde Ale   16.0
## 1392        327             American Pale Wheat Ale   12.0
## 1393        315            American Amber / Red Ale   16.0
## 1394        327                Märzen / Oktoberfest   12.0
## 1395        189                 American Blonde Ale   12.0
## 1396        315                          Chile Beer   16.0
## 1397         61                 American Blonde Ale   12.0
## 1398        133                        American IPA   12.0
## 1399        315                        American IPA   16.0
## 1400        133            American Amber / Red Ale   12.0
## 1401        429                        American IPA   12.0
## 1402        315             American Dark Wheat Ale   16.0
## 1403        189                        American IPA   12.0
## 1404         61                        American IPA   12.0
## 1405        327                 Munich Helles Lager   12.0
## 1406         32                        American IPA   12.0
## 1407        315              Fruit / Vegetable Beer   16.0
## 1408        429             American Pale Wheat Ale   12.0
## 1409        133                          Chile Beer   12.0
## 1411        429                  American Brown Ale   12.0
## 1412         61                        American IPA   12.0
## 1413         61                  American Brown Ale   12.0
## 1414        429                         Schwarzbier   12.0
## 1416        134            American Amber / Red Ale   16.0
## 1417        134                 American Blonde Ale   12.0
## 1418        134             American Pale Ale (APA)   12.0
## 1419        134 Extra Special / Strong Bitter (ESB)   12.0
## 1420        246               English Dark Mild Ale   12.0
## 1421        246                    Belgian Pale Ale   12.0
## 1422        134             American Pale Ale (APA)   16.0
## 1423        134                       Oatmeal Stout   16.0
## 1424        134                        American IPA   16.0
## 1425        134                 American Blonde Ale   16.0
## 1426        134                        American IPA   16.0
## 1427        220                     American Porter   12.0
## 1429        538            American Amber / Red Ale   12.0
## 1432        220                          Hefeweizen   12.0
## 1434        220                     American Porter   12.0
## 1438        500                 Munich Helles Lager   16.0
## 1443        410            American Amber / Red Ale   16.0
## 1444        511                        American IPA   16.0
## 1445        538                          Hefeweizen   12.0
## 1446        220                        American IPA   12.0
## 1447        500                                Bock   16.0
## 1448        337                    English Pale Ale   12.0
## 1449        337                  American Brown Ale   12.0
## 1450        511                        American IPA   16.0
## 1451        408                 American Blonde Ale   12.0
## 1452        410                        American IPA   16.0
## 1454        337                  English Strong Ale   12.0
## 1455        220            American Amber / Red Ale   12.0
## 1456        538                        American IPA   12.0
## 1457        337                        American IPA   12.0
## 1458        511             American Pale Ale (APA)   16.0
## 1459        544                 American Pale Lager   24.0
## 1460        544                 American Pale Lager   12.0
## 1461        408                  American Brown Ale   12.0
## 1462        538                        Scottish Ale   12.0
## 1463        511                        American IPA   16.0
## 1464        337             American Pale Wheat Ale   12.0
## 1465        408             American Pale Ale (APA)   12.0
## 1466        538                              Kölsch   12.0
## 1468        505                 American Blonde Ale   12.0
## 1472        361                        American IPA   12.0
## 1476        390      American Double / Imperial IPA   16.0
## 1480        325             American Pale Ale (APA)   12.0
## 1482        361                              Tripel   12.0
## 1490        446             American Pale Ale (APA)   12.0
## 1494         70                     American Porter   16.0
## 1497        446                        Vienna Lager   12.0
## 1498        390             American Pale Ale (APA)   19.2
## 1499        361             American Pale Wheat Ale   12.0
## 1500         70                 American Blonde Ale   16.0
## 1501        150             American Pale Ale (APA)   12.0
## 1502        361                         Pumpkin Ale   12.0
## 1503        541             American Pale Ale (APA)   12.0
## 1504        180        English India Pale Ale (IPA)   12.0
## 1505         70                        American IPA   16.0
## 1506        360             American Pale Ale (APA)   16.0
## 1507        150                     American Porter   12.0
## 1508        332                       Winter Warmer   12.0
## 1509        332                        American IPA   12.0
## 1510        180                       Winter Warmer   16.0
## 1511        150                      American Stout   16.0
## 1512        434              Scotch Ale / Wee Heavy   12.0
## 1513        525             Belgian Strong Pale Ale   12.0
## 1514        360                        American IPA   16.0
## 1515        505                 American Blonde Ale   12.0
## 1516        180                              Kölsch   12.0
## 1517        529                              Kölsch   12.0
## 1518        434 Extra Special / Strong Bitter (ESB)   12.0
## 1519         71             American Pale Ale (APA)   16.0
## 1520        332                        American IPA   12.0
## 1521        541                          Hefeweizen   12.0
## 1522        361                Märzen / Oktoberfest   12.0
## 1523        332                           Cream Ale   12.0
## 1524        332                             Witbier   12.0
## 1525        525                             Witbier   12.0
## 1526        336                        Scottish Ale   12.0
## 1527        336             American Pale Ale (APA)   12.0
## 1528        336                        American IPA   12.0
## 1532        381                      American Stout   12.0
## 1540        190             American Pale Ale (APA)   12.0
## 1544        338             American Pale Ale (APA)   12.0
## 1545        381                  American Brown Ale   12.0
## 1547        338                         Pumpkin Ale   12.0
## 1548        381             American Pale Ale (APA)   12.0
## 1549        381 Extra Special / Strong Bitter (ESB)   12.0
## 1550        338                          Hefeweizen   12.0
## 1551        381             American Pale Ale (APA)   12.0
## 1552        381 Extra Special / Strong Bitter (ESB)   12.0
## 1553        381 Extra Special / Strong Bitter (ESB)   12.0
## 1556        548                   English Brown Ale   24.0
## 1560         48                  Berliner Weissbier   12.0
## 1561         48                  Berliner Weissbier   12.0
## 1562        282                     Irish Dry Stout   16.0
## 1563        223      American Double / Imperial IPA   16.0
## 1564        223                        American IPA   12.0
## 1565        218                             Witbier   12.0
## 1566        223                  Berliner Weissbier   16.0
## 1567        218                        American IPA   12.0
## 1568        223                  American Black Ale   16.0
## 1569        282                        American IPA   16.0
## 1570        444                        American IPA   12.0
## 1572        444                     German Pilsener   12.0
## 1575        393                        American IPA   12.0
## 1577        393              Saison / Farmhouse Ale   12.0
## 1578        393                  American Black Ale   12.0
## 1579        266            American Amber / Red Ale   12.0
## 1580        266                  Milk / Sweet Stout   12.0
## 1581        333                        American IPA   16.0
## 1582        266                        American IPA   12.0
## 1583        333                          Hefeweizen   16.0
## 1587        531                         Belgian IPA   16.0
## 1589        531                  American Black Ale   16.0
## 1590        531                         Schwarzbier   16.0
## 1591        531                         Schwarzbier   16.0
## 1592        234                          Hefeweizen   12.0
## 1593        234      American Double / Imperial IPA   12.0
## 1594        234             American Pale Ale (APA)   12.0
## 1600         47                        American IPA   16.0
## 1621        250                         Light Lager   12.0
## 1623        343                      Czech Pilsener   12.0
## 1624        490                  American White IPA   12.0
## 1625        300                              Shandy   12.0
## 1626        547                        American IPA   12.0
## 1627        438          American Amber / Red Lager   12.0
## 1628         47                  American Brown Ale   16.0
## 1629        330             American Pale Ale (APA)   16.0
## 1630         47                           Cream Ale   16.0
## 1631        174             American Pale Ale (APA)   12.0
## 1632         47                 American Strong Ale   12.0
## 1633         47             American Pale Ale (APA)   12.0
## 1634         47                        American IPA   24.0
## 1635        300                 American Pale Lager   12.0
## 1636        547                  American Brown Ale   16.0
## 1637        227                 American Strong Ale   16.0
## 1638         47                      American Stout   16.0
## 1639        539             American Pale Wheat Ale   12.0
## 1640         47             American Pale Wheat Ale   16.0
## 1641        438               English Pale Mild Ale   12.0
## 1642        330                  American Black Ale   16.0
## 1643        174                  Berliner Weissbier   12.0
## 1644         47      American Double / Imperial IPA   12.0
## 1645         47              Saison / Farmhouse Ale   16.0
## 1646         47      American Double / Imperial IPA   12.0
## 1647        300              Fruit / Vegetable Beer   12.0
## 1648        277 Extra Special / Strong Bitter (ESB)   12.0
## 1649        343                     Euro Dark Lager   12.0
## 1650        300                         Light Lager   12.0
## 1651         47                         Pumpkin Ale   16.0
## 1652        300                 American Blonde Ale   12.0
## 1653        343                        American IPA   12.0
## 1654        277                 American Blonde Ale   12.0
## 1655        300                    English Pale Ale   12.0
## 1656        174                        American IPA   12.0
## 1657        438          American Amber / Red Lager   16.0
## 1658         47                       Baltic Porter   12.0
## 1659        438               English Pale Mild Ale   12.0
## 1661        300                         Light Lager   12.0
## 1662         47                                Gose   12.0
## 1663         47                     German Pilsener   16.0
## 1664        438        English India Pale Ale (IPA)   12.0
## 1665         47                            Rye Beer   16.0
## 1666        227                Märzen / Oktoberfest   16.0
## 1667         47                        American IPA   16.0
## 1668         47                           Cream Ale   16.0
## 1675         92            American Amber / Red Ale   12.0
## 1680         93                        American IPA   12.0
## 1683        286                        Scottish Ale   16.0
## 1686         92                        American IPA   12.0
## 1687         92      American Double / Imperial IPA   12.0
## 1688        184             American Pale Ale (APA)   16.0
## 1689        353 Extra Special / Strong Bitter (ESB)   16.0
## 1690         92                  American Brown Ale   12.0
## 1691        106                     American Porter   12.0
## 1692        225                        American IPA   16.0
## 1693        225             American Pale Ale (APA)   12.0
## 1694         92                              Kölsch   12.0
## 1695         94            American Amber / Red Ale   12.0
## 1696        322                        American IPA   16.0
## 1697        435                               Cider   12.0
## 1698         92             American Pale Ale (APA)   12.0
## 1699         94            American Amber / Red Ale   12.0
## 1700        184                 American Strong Ale   16.0
## 1701         92              Fruit / Vegetable Beer   16.0
## 1702        358                 Munich Helles Lager   16.0
## 1703         94                Märzen / Oktoberfest   12.0
## 1704         92                       Winter Warmer   12.0
## 1705        322             American Pale Ale (APA)   16.0
## 1706         95                        American IPA   16.0
## 1707         95                           Cream Ale   16.0
## 1708        148                    American Pilsner   12.0
## 1709        184            American Amber / Red Ale   16.0
## 1710         92                 American Blonde Ale   12.0
## 1711         94             American Pale Ale (APA)   12.0
## 1712        100      American Double / Imperial IPA   12.0
## 1713        275                 American Barleywine   12.0
## 1714         95                       Oatmeal Stout   16.0
## 1715         93              Fruit / Vegetable Beer   12.0
## 1716        435                               Cider   16.0
## 1717         95                        American IPA   16.0
## 1719        183                 American Blonde Ale   16.0
## 1723        194                    Belgian Pale Ale   12.0
## 1726        331            American Amber / Red Ale   12.0
## 1727        367                 American Blonde Ale   12.0
## 1728        194                             Witbier   12.0
## 1729        183                 American Blonde Ale   16.0
## 1730        367          American Amber / Red Lager   12.0
## 1731        194                      American Stout   12.0
## 1732        367                 American Pale Lager   12.0
## 1733        377                 American Strong Ale   16.0
## 1734        377                      American Stout   16.0
## 1735        377                        American IPA   16.0
## 1736        183                        American IPA   16.0
## 1737        409                 American Pale Lager   12.0
## 1746        156              American Adjunct Lager   12.0
## 1751        202              Fruit / Vegetable Beer   16.0
## 1753        155                               Cider   12.0
## 1759        117                 American Pale Lager   12.0
## 1763        375      American Double / Imperial IPA   12.0
## 1775         81                      American Stout   16.0
## 1776         81                        American IPA   16.0
## 1777         81                 American Strong Ale   16.0
## 1778        404                               Cider   16.0
## 1779        198                 American Pale Lager   12.0
## 1780        437                      Czech Pilsener   16.0
## 1781        202      American Double / Imperial IPA   16.0
## 1782        202                        Scottish Ale   16.0
## 1783        207                        American IPA   16.0
## 1784         81             American Pale Wheat Ale   16.0
## 1785         81             American Pale Wheat Ale   16.0
## 1786        201                        Dunkelweizen   16.0
## 1787        201                             Altbier   16.0
## 1788        200                        American IPA   12.0
## 1789        297                              Radler   12.0
## 1790        202            American Amber / Red Ale   16.0
## 1791        200                        American IPA   12.0
## 1792        202                        American IPA   16.0
## 1793        202            American Amber / Red Ale   16.0
## 1794         81             American Pale Wheat Ale   16.0
## 1795         81             American Pale Wheat Ale   16.0
## 1796         81             American Pale Wheat Ale   16.0
## 1797        465             American Pale Wheat Ale   12.0
## 1798        388      American Double / Imperial IPA   16.0
## 1799         81             American Pale Wheat Ale   16.0
## 1800         81             American Pale Wheat Ale   16.0
## 1801        201                              Kölsch   16.0
## 1802        423                                Mead   12.0
## 1803        423                                Mead   12.0
## 1804        405                               Cider   16.0
## 1805        405                               Cider   16.0
## 1806         81             American Pale Wheat Ale   16.0
## 1807         81            American Amber / Red Ale   16.0
## 1808        207                        American IPA   12.0
## 1809        207                        American IPA   16.0
## 1810        465                        American IPA   12.0
## 1811        388      American Double / Imperial IPA   16.0
## 1812        207                        American IPA   16.0
## 1813        207             American Pale Ale (APA)   16.0
## 1814         81            American Amber / Red Ale   16.0
## 1815        207             American Pale Ale (APA)   16.0
## 1816        200                              Kölsch   12.0
## 1817        200      American Double / Imperial IPA   12.0
## 1818        297                          Hefeweizen   12.0
## 1819         81                  American White IPA   16.0
## 1820        207                    Belgian Pale Ale   12.0
## 1821        156             American Pale Ale (APA)   12.0
## 1822        486            American Amber / Red Ale   12.0
## 1823        199                        American IPA   12.0
## 1824        199                 American Blonde Ale   12.0
## 1825        154                 American Blonde Ale   12.0
## 1826        154                     American Porter   12.0
## 1827        207                             Witbier   16.0
## 1828        200             American Pale Ale (APA)   12.0
## 1829        207    American Double / Imperial Stout   16.0
## 1830        207          American Amber / Red Lager   16.0
## 1831        207                        American IPA   16.0
## 1832        151                        American IPA   12.0
## 1833        156             American Pale Ale (APA)   12.0
## 1834        151            American Amber / Red Ale   12.0
## 1835        151                      American Stout   12.0
## 1836        154                        American IPA   12.0
## 1837         81             American Pale Wheat Ale   16.0
## 1838        388                  American Black Ale   16.0
## 1839        388                  American Black Ale   16.0
## 1840        199                        American IPA   12.0
## 1841        388                 American Blonde Ale   16.0
## 1842         81                               Cider   16.0
## 1843        199                 American Strong Ale   12.0
## 1844        486             American Pale Ale (APA)   12.0
## 1845        419                  American Black Ale   12.0
## 1846        297                          Hefeweizen   12.0
## 1847        290            American Amber / Red Ale   16.0
## 1848        388                 American Blonde Ale   16.0
## 1849        199                        American IPA   12.0
## 1850        199                 American Blonde Ale   12.0
## 1851        151                        American IPA   12.0
## 1852        195             American Pale Ale (APA)   12.0
## 1853         81             American Pale Wheat Ale   16.0
## 1854         81                              Radler   16.0
## 1855        156             American Pale Ale (APA)   12.0
## 1856        199                 American Pale Lager   12.0
## 1857         81             American Pale Wheat Ale   16.0
## 1858        419             American Pale Wheat Ale   16.0
## 1859        455             American Pale Ale (APA)   12.0
## 1860        156                        American IPA   12.0
## 1861         81             American Pale Wheat Ale   16.0
## 1875        130                         Light Lager   12.0
## 1891        130              American Adjunct Lager   12.0
## 1913        372             American Pale Ale (APA)   12.0
## 1915        298                        American IPA   12.0
## 1916        373             American Pale Ale (APA)   12.0
## 1917        372      American Double / Imperial IPA   12.0
## 1918        417                               Cider   12.0
## 1919        165              Saison / Farmhouse Ale   12.0
## 1920        164                        American IPA   12.0
## 1921        346                        American IPA   12.0
## 1922        372                 Munich Helles Lager   12.0
## 1923        364                    American Pilsner   12.0
## 1924        372                 Munich Dunkel Lager   12.0
## 1925        168                        American IPA   12.0
## 1926         44          American Amber / Red Lager   12.0
## 1927        302                        American IPA   16.0
## 1928        372                       Winter Warmer   12.0
## 1929        546               Maibock / Helles Bock   12.0
## 1930        165             American Pale Ale (APA)   12.0
## 1931         44                             Witbier   12.0
## 1932        372                       Winter Warmer   12.0
## 1933        323                              Tripel   12.0
## 1934        114                      American Stout   12.0
## 1935         44                Märzen / Oktoberfest   12.0
## 1936        168             American Pale Ale (APA)   12.0
## 1937         98            American Amber / Red Ale   16.0
## 1938        372                        American IPA   12.0
## 1940        298              Saison / Farmhouse Ale   12.0
## 1941        357                              Tripel   12.0
## 1942        357              Fruit / Vegetable Beer   12.0
## 1943        326                     German Pilsener   12.0
## 1944        357      American Double / Imperial IPA   12.0
## 1945        417                               Cider   12.0
## 1946        302             American Pale Ale (APA)   16.0
## 1947        302             American Pale Wheat Ale   16.0
## 1948        299                        American IPA   12.0
## 1949        302             American Pale Wheat Ale   16.0
## 1951        346                        American IPA   12.0
## 1952        364                        American IPA   12.0
## 1953        302                     American Porter   16.0
## 1954         44                        American IPA   12.0
## 1955         44                        American IPA   12.0
## 1956         98                          Doppelbock   16.0
## 1957        326                        American IPA   12.0
## 1958        302                         Pumpkin Ale   16.0
## 1959        372                            Grisette   12.0
## 1960        382                Herbed / Spiced Beer   12.0
## 1969        102            American Amber / Red Ale   12.0
## 1970        380                           Cream Ale   12.0
## 1971        144                  Milk / Sweet Stout   16.0
## 1972        380                 American Blonde Ale   16.0
## 1973        144             American Pale Wheat Ale   16.0
## 1974        144                    American Pilsner   16.0
## 1975        144                     German Pilsener   16.0
## 1976        102                        American IPA   12.0
## 1977        144                                Bock   16.0
## 1978        144                     American Porter   16.0
## 1979        102                              Kölsch   12.0
## 1980        280              Saison / Farmhouse Ale   12.0
## 1981        380                             Witbier   16.0
## 1982        380             American Pale Ale (APA)   12.0
## 1983        144                Märzen / Oktoberfest   16.0
## 1984         87      American Double / Imperial IPA   12.0
## 1985        144                         Light Lager   16.0
## 1986        144             American Pale Wheat Ale   12.0
## 1987        280                 American Blonde Ale   12.0
## 1988        380                Märzen / Oktoberfest   16.0
## 1991        385                        American IPA   12.0
## 1993        385                             Witbier   12.0
## 1995        519                             Witbier   12.0
## 1998          6                  American Brown Ale   12.0
## 1999        247                     American Porter   12.0
## 2000        519                   English Brown Ale   12.0
## 2001          6    American Double / Imperial Stout   12.0
## 2002        247                    Belgian Pale Ale   12.0
## 2005        213                        American IPA   12.0
## 2006        213                     American Porter   12.0
## 2008        213            American Amber / Red Ale   12.0
## 2011        313             American Pale Ale (APA)   12.0
## 2012        240                        American IPA   12.0
## 2013        240                    American Pilsner   12.0
## 2014        240              Saison / Farmhouse Ale   12.0
## 2015        520                        American IPA   12.0
## 2019         39              American Adjunct Lager   12.0
## 2021         30      American Double / Imperial IPA   16.0
## 2027         67                             Witbier   12.0
## 2057         39                        American IPA   12.0
## 2058        127                        American IPA   16.0
## 2059        126             American Pale Ale (APA)   12.0
## 2060        215                             Witbier   12.0
## 2061        185             American Pale Ale (APA)   12.0
## 2062        258              Saison / Farmhouse Ale   16.0
## 2063        129                 American Blonde Ale   12.0
## 2064        216                  American Brown Ale   12.0
## 2065        162                      American Stout   12.0
## 2066        464                 American Blonde Ale   12.0
## 2067        396                 American Pale Lager   12.0
## 2068        126                          Hefeweizen   12.0
## 2069        128                     German Pilsener   12.0
## 2070        216        English India Pale Ale (IPA)   12.0
## 2071        288                 American Blonde Ale   12.0
## 2073        128      American Double / Imperial IPA   12.0
## 2074        162            American Amber / Red Ale   16.0
## 2075        185                      English Bitter   12.0
## 2076        119                 American Blonde Ale   12.0
## 2078         67            American Amber / Red Ale   12.0
## 2079        288                     American Porter   12.0
## 2080        414                        American IPA   12.0
## 2081        129                    English Pale Ale   12.0
## 2082        119             American Pale Ale (APA)   12.0
## 2083        185                       Baltic Porter   16.0
## 2085        119                      Bière de Garde   12.0
## 2086        185          Keller Bier / Zwickel Bier   12.0
## 2087         30                           Cream Ale   16.0
## 2088         30                         Smoked Beer   16.0
## 2089        215                 American Blonde Ale   12.0
## 2090         67                                       12.0
## 2091        464                     American Porter   12.0
## 2092        119                 American Blonde Ale   16.0
## 2093         67                        American IPA   12.0
## 2094         39          American Amber / Red Lager   12.0
## 2095         30                        American IPA   16.0
## 2096        128              Saison / Farmhouse Ale   16.0
## 2098        128                  American Brown Ale   12.0
## 2099        162      American Double / Imperial IPA   12.0
## 2100        471             American Pale Wheat Ale   12.0
## 2101        129                     German Pilsener   12.0
## 2102         67                             Witbier   12.0
## 2103        162                      American Stout   16.0
## 2104         67                  American Brown Ale   12.0
## 2105         67                 Munich Helles Lager   12.0
## 2106        471                 American Pale Lager   12.0
## 2107        414                         Schwarzbier   12.0
## 2108        129                 American Blonde Ale   12.0
## 2109        258                                Bock   16.0
## 2110        162                            Rye Beer   16.0
## 2112        258                        American IPA   16.0
## 2113        162      American Double / Imperial IPA   16.0
## 2114        162              Saison / Farmhouse Ale   12.0
## 2115        119      American Double / Imperial IPA   12.0
## 2116        119      American Double / Imperial IPA   12.0
## 2117        396                        American IPA   12.0
## 2118        162              Saison / Farmhouse Ale   16.0
## 2119         67                  Berliner Weissbier   12.0
## 2120        129                  American Black Ale   12.0
## 2121        414             American Pale Ale (APA)   12.0
## 2122        119              Foreign / Export Stout   12.0
## 2123        119      American Double / Imperial IPA   12.0
## 2124        128                        American IPA   12.0
## 2125        119             American Pale Ale (APA)   16.0
## 2126        414                  American Black Ale   16.0
## 2127        129                             Witbier   12.0
## 2128        129                                Gose   12.0
## 2129        396                             Altbier   12.0
## 2130        177                 Munich Helles Lager   12.0
## 2131        137                     American Porter   12.0
## 2132        128                 American Blonde Ale   12.0
## 2133        177             American Pale Ale (APA)   12.0
## 2134        141            American Amber / Red Ale   12.0
## 2135        243                        American IPA   12.0
## 2136        396             American Pale Ale (APA)   12.0
## 2137        242                 American Blonde Ale   12.0
## 2138        242            American Amber / Red Ale   12.0
## 2139        119                      Bière de Garde   12.0
## 2140        141                             Witbier   12.0
## 2141        119                             Old Ale   12.0
## 2142        119      American Double / Imperial IPA   12.0
## 2143        243                           Cream Ale   12.0
## 2144        141             American Pale Ale (APA)   12.0
## 2145        119              Saison / Farmhouse Ale   12.0
## 2151        160                        American IPA   12.0
## 2152        303                  American White IPA   12.0
## 2154        160                 American Blonde Ale   12.0
## 2155        400      California Common / Steam Beer   16.0
## 2158        160             American Pale Ale (APA)   12.0
## 2159        160                        American IPA   12.0
## 2161        303              Fruit / Vegetable Beer   12.0
## 2162        303      American Double / Imperial IPA   12.0
## 2163        400                  American Brown Ale   16.0
## 2164        365                         Schwarzbier   12.0
## 2165        365                        Vienna Lager   12.0
## 2166        160          American Amber / Red Lager   12.0
## 2167        303      American Double / Imperial IPA   12.0
## 2168        160                        American IPA   12.0
## 2169        400                        American IPA   16.0
## 2170        365                      Czech Pilsener   12.0
## 2171        160                         Schwarzbier   12.0
## 2172        116              Saison / Farmhouse Ale   12.0
## 2173        274                       Irish Red Ale   12.0
## 2176        116            American Amber / Red Ale   12.0
## 2177        237                      American Stout   12.0
## 2178        238             American Pale Ale (APA)   12.0
## 2179        274                        American IPA   12.0
## 2180        237                            Rye Beer   24.0
## 2181        123             American Pale Ale (APA)   12.0
## 2182        182             American Pale Ale (APA)   12.0
## 2183        237                              Kölsch   12.0
## 2184        182                    Belgian Pale Ale   12.0
## 2185        383 Extra Special / Strong Bitter (ESB)   12.0
## 2186        238             American Pale Ale (APA)   12.0
## 2187        383                     Euro Pale Lager   12.0
## 2188        344                        American IPA   16.0
## 2189        237                        American IPA   12.0
## 2190        431                        American IPA   12.0
## 2191        383             American Pale Ale (APA)   12.0
## 2192        307      American Double / Imperial IPA   16.0
## 2193        384                     German Pilsener   12.0
## 2194        431                      Czech Pilsener   12.0
## 2195        456                        American IPA   12.0
## 2196        116                        American IPA   12.0
## 2197        384                        American IPA   12.0
## 2198        383             American Pale Ale (APA)   12.0
## 2199        384                Märzen / Oktoberfest   12.0
## 2200        123          American Amber / Red Lager   12.0
## 2201         51                        American IPA   12.0
## 2202        384                        American IPA   16.0
## 2203        344             American Pale Ale (APA)   12.0
## 2204        344                           Cream Ale   12.0
## 2205        345                        American IPA   12.0
## 2206         51                     American Porter   12.0
## 2207        182              Scotch Ale / Wee Heavy   12.0
## 2208        456          American Amber / Red Lager   12.0
## 2209        415                              Kölsch   12.0
## 2210        123                             Altbier   12.0
## 2211        428          American Amber / Red Lager   16.0
## 2216        173      American Double / Imperial IPA   12.0
## 2222        269                             Altbier   16.0
## 2223        273                   American Wild Ale   16.0
## 2224        269        English India Pale Ale (IPA)   12.0
## 2225        273      American Double / Imperial IPA   16.0
## 2226         42                                Gose   16.0
## 2227        269            American Amber / Red Ale   12.0
## 2228        273      American Double / Imperial IPA   16.0
## 2229        276                  American White IPA   12.0
## 2230        262             American Pale Ale (APA)   12.0
## 2231        502                               Cider   12.0
## 2232        273      American Double / Imperial IPA   16.0
## 2233        273                        American IPA   16.0
## 2234        273    American Double / Imperial Stout   16.0
## 2235        269              Fruit / Vegetable Beer   12.0
## 2236        304              Fruit / Vegetable Beer   12.0
## 2237        304                          Hefeweizen   12.0
## 2238         42                        American IPA   16.0
## 2242        461                        American IPA   12.0
## 2247        354                        American IPA   16.0
## 2264        461              Saison / Farmhouse Ale   12.0
## 2265        395                               Cider   12.0
## 2266        391          American Amber / Red Lager   16.0
## 2267        191            American Amber / Red Ale   12.0
## 2268        412                               Cider   16.0
## 2269        191                        American IPA   12.0
## 2270        461                  English Strong Ale   12.0
## 2271        171                        American IPA   12.0
## 2272        191             American Pale Ale (APA)   12.0
## 2273        363            American Amber / Red Ale   16.0
## 2274        191                        American IPA   12.0
## 2275        363              Saison / Farmhouse Ale   16.0
## 2276        461             American Pale Ale (APA)   12.0
## 2277        482                    English Pale Ale   16.0
## 2278        488                        American IPA   16.0
## 2279        482                    English Pale Ale   16.0
## 2280        488                        American IPA   12.0
## 2281        412                               Cider   16.0
## 2282        461                        American IPA   12.0
## 2283        451             American Pale Ale (APA)   16.0
## 2284        484                        American IPA   12.0
## 2285        368             American Pale Ale (APA)   16.0
## 2286        191                        American IPA   12.0
## 2287        191                        American IPA   12.0
## 2288        368                    American Pilsner   16.0
## 2289        191                        American IPA   12.0
## 2290        395                               Cider   12.0
## 2291        391                 American Pale Lager   16.0
## 2292        402                        American IPA   16.0
## 2293        191                      Czech Pilsener   12.0
## 2294        545                          Hefeweizen   12.0
## 2295        482                        American IPA   16.0
## 2296        368                      American Stout   16.0
## 2297        527                    American Pilsner   12.0
## 2298        355             Belgian Strong Dark Ale   16.0
## 2299        363                 American Blonde Ale   16.0
## 2300        191            American Amber / Red Ale   12.0
## 2301        395                               Cider   12.0
## 2302        191                  American Brown Ale   12.0
## 2303        363                      Czech Pilsener   16.0
## 2304        320             American Pale Ale (APA)   12.0
## 2305        451                        American IPA   16.0
## 2306        312                        American IPA   16.0
## 2323        193                        American IPA   12.0
## 2326        132              American Adjunct Lager   12.0
## 2352        285      American Double / Imperial IPA   16.0
## 2353        530             American Pale Wheat Ale   12.0
## 2354         33                 American Blonde Ale   12.0
## 2355        132                Märzen / Oktoberfest   16.0
## 2356        285              Saison / Farmhouse Ale   16.0
## 2357        135                                Bock   16.0
## 2358        132              American Adjunct Lager   12.0
## 2359        457                 American Blonde Ale   16.0
## 2360        457             American Pale Ale (APA)   16.0
## 2361        135                 American Pale Lager   12.0
## 2362        132              American Adjunct Lager   16.0
## 2363        121                Märzen / Oktoberfest   16.0
## 2364        193                        Vienna Lager   12.0
## 2365        350                  American White IPA   16.0
## 2366        132             American Pale Wheat Ale   12.0
## 2367        555                 American Pale Lager   12.0
## 2368        499                        Vienna Lager   12.0
## 2369         33             American Pale Ale (APA)   12.0
## 2370        132          American Amber / Red Lager   12.0
## 2371        132             American Pale Wheat Ale   12.0
## 2372        132             American Pale Ale (APA)   12.0
## 2373        132             American Pale Wheat Ale   12.0
## 2374        135                         Light Lager   12.0
## 2375        135                 American Pale Lager   16.0
## 2376        132                       Winter Warmer   12.0
## 2377        132                Märzen / Oktoberfest   12.0
## 2378         33                     American Porter   12.0
## 2379        285                        American IPA   16.0
## 2380        499                        Vienna Lager   12.0
## 2381        147                        American IPA   16.0
## 2382        285                             Witbier   16.0
## 2383        132                  American Brown Ale   12.0
## 2384        135                 American Pale Lager   12.0
## 2385        135                American Malt Liquor   24.0
## 2386        407                      Czech Pilsener   16.0
## 2387        285                        Vienna Lager   16.0
## 2388        132             American Pale Ale (APA)   12.0
## 2389        132                              Kölsch   12.0
## 2390        132                 American Blonde Ale   12.0
## 2391        132             American Pale Wheat Ale   16.0
## 2392         33                          Hefeweizen   12.0
## 2393        285            American Amber / Red Ale   16.0
## 2394        157                  American Black Ale   12.0
## 2395        157             American Pale Ale (APA)   12.0
## 2396         80            American Amber / Red Ale   12.0
## 2397        458            American Amber / Red Ale   12.0
## 2398        458                        American IPA   12.0
## 2399        458                   English Brown Ale   12.0
## 2400        458             American Pale Wheat Ale   12.0
## 2401         80                  American Brown Ale   12.0
## 2402        192              Foreign / Export Stout   12.0
## 2403        551                 American Blonde Ale   16.0
## 2404        192                        American IPA   12.0
## 2405        551             American Pale Ale (APA)   16.0
## 2406        192                        Vienna Lager   12.0
## 2407        192             American Pale Ale (APA)   12.0
## 2408        192                    American Pilsner   12.0
## 2409        192                   English Brown Ale   12.0
## 2410        192             American Pale Ale (APA)   12.0
##                             Brewery_Name                City
## 3            King Street Brewing Company           Anchorage
## 4            King Street Brewing Company           Anchorage
## 6            King Street Brewing Company           Anchorage
## 7           Midnight Sun Brewing Company           Anchorage
## 8           Midnight Sun Brewing Company           Anchorage
## 9           Midnight Sun Brewing Company           Anchorage
## 10               Alaskan Brewing Company              Juneau
## 11               Alaskan Brewing Company              Juneau
## 12           Kenai River Brewing Company            Soldotna
## 13          Broken Tooth Brewing Company           Anchorage
## 14                Denali Brewing Company           Talkeetna
## 15          Broken Tooth Brewing Company           Anchorage
## 16           Kenai River Brewing Company            Soldotna
## 17                Denali Brewing Company           Talkeetna
## 18          Midnight Sun Brewing Company           Anchorage
## 19          Broken Tooth Brewing Company           Anchorage
## 20           Kenai River Brewing Company            Soldotna
## 21           King Street Brewing Company           Anchorage
## 22                Denali Brewing Company           Talkeetna
## 23                Denali Brewing Company           Talkeetna
## 24         Sleeping Lady Brewing Company           Anchorage
## 25           Kenai River Brewing Company            Soldotna
## 27           Good People Brewing Company          Birmingham
## 28           Good People Brewing Company          Birmingham
## 29                       Straight to Ale          Huntsville
## 30                       Straight to Ale          Huntsville
## 31                       Straight to Ale          Huntsville
## 32           Good People Brewing Company          Birmingham
## 33           Good People Brewing Company          Birmingham
## 34               Back Forty Beer Company             Gadsden
## 35           Good People Brewing Company          Birmingham
## 36     Core Brewing & Distilling Company          Springdale
## 38     Core Brewing & Distilling Company          Springdale
## 40     Core Brewing & Distilling Company          Springdale
## 48            Four Peaks Brewing Company               Tempe
## 65                SanTan Brewing Company            Chandler
## 66           Borderlands Brewing Company              Tucson
## 67                SanTan Brewing Company            Chandler
## 68                SanTan Brewing Company            Chandler
## 69                Barrio Brewing Company              Tucson
## 70            Four Peaks Brewing Company               Tempe
## 71                SanTan Brewing Company            Chandler
## 72            Four Peaks Brewing Company               Tempe
## 73                SanTan Brewing Company            Chandler
## 74                SanTan Brewing Company            Chandler
## 75                SanTan Brewing Company            Chandler
## 77            Lumberyard Brewing Company           Flagstaff
## 78                SanTan Brewing Company            Chandler
## 79                SanTan Brewing Company            Chandler
## 80                SanTan Brewing Company            Chandler
## 81                SanTan Brewing Company            Chandler
## 82            Lumberyard Brewing Company           Flagstaff
## 83            Lumberyard Brewing Company           Flagstaff
## 84                SanTan Brewing Company            Chandler
## 85                SanTan Brewing Company            Chandler
## 86                SanTan Brewing Company            Chandler
## 87                SanTan Brewing Company            Chandler
## 96                     Seabright Brewery          Santa Cruz
## 136            Headlands Brewing Company         Mill Valley
## 137              Mammoth Brewing Company       Mammoth Lakes
## 138               21st Amendment Brewery       San Francisco
## 139               21st Amendment Brewery       San Francisco
## 140                 Hess Brewing Company           San Diego
## 141           Pizza Port Brewing Company            Carlsbad
## 142     Firestone Walker Brewing Company         Paso Robles
## 143                Ukiah Brewing Company               Ukiah
## 144                        TailGate Beer           San Diego
## 145              Ruhstaller Beer Company          Sacramento
## 146               21st Amendment Brewery       San Francisco
## 147                      Mission Brewery           San Diego
## 148      Anderson Valley Brewing Company           Boonville
## 149                  Golden Road Brewing         Los Angeles
## 150            Mother Earth Brew Company               Vista
## 151        Sierra Nevada Brewing Company               Chico
## 152                    David's Ale Works     Diamond Springs
## 153            Mike Hess Brewing Company           San Diego
## 154               Anchor Brewing Company       San Francisco
## 155             Monkey Paw Pub & Brewery           San Diego
## 156                 Saint Archer Brewery           San Diego
## 157                 Claremont Craft Ales           Claremont
## 158        Ballast Point Brewing Company           San Diego
## 159                      Mission Brewery           San Diego
## 160            Armstrong Brewing Company South San Francisco
## 161                  Golden Road Brewing         Los Angeles
## 162                  Golden Road Brewing         Los Angeles
## 163            Manzanita Brewing Company              Santee
## 164                 Saint Archer Brewery           San Diego
## 165               21st Amendment Brewery       San Francisco
## 166               21st Amendment Brewery       San Francisco
## 167               21st Amendment Brewery       San Francisco
## 168               21st Amendment Brewery       San Francisco
## 169      Anderson Valley Brewing Company           Boonville
## 170                        TailGate Beer           San Diego
## 171      Anderson Valley Brewing Company           Boonville
## 172               21st Amendment Brewery       San Francisco
## 173            Headlands Brewing Company         Mill Valley
## 174      Anderson Valley Brewing Company           Boonville
## 175               21st Amendment Brewery       San Francisco
## 176      Anderson Valley Brewing Company           Boonville
## 177               Speakasy Ales & Lagers       San Francisco
## 178              Fort Point Beer Company       San Francisco
## 179      Anderson Valley Brewing Company           Boonville
## 180                     Uncommon Brewers          Santa Cruz
## 181               Anchor Brewing Company       San Francisco
## 182               21st Amendment Brewery       San Francisco
## 183               Anchor Brewing Company       San Francisco
## 184    Figueroa Mountain Brewing Company            Buellton
## 185                        TailGate Beer           San Diego
## 186              Ruhstaller Beer Company          Sacramento
## 187                        TailGate Beer           San Diego
## 188              Hangar 24 Craft Brewery            Redlands
## 189              Hangar 24 Craft Brewery            Redlands
## 190              Mammoth Brewing Company       Mammoth Lakes
## 191            Mike Hess Brewing Company           San Diego
## 192           Pizza Port Brewing Company            Carlsbad
## 193        Ballast Point Brewing Company           San Diego
## 194          Santa Cruz Mountain Brewing          Santa Cruz
## 195           The Dudes' Brewing Company            Torrance
## 196                        TailGate Beer           San Diego
## 197      Anderson Valley Brewing Company           Boonville
## 198        Ballast Point Brewing Company           San Diego
## 199                    Modern Times Beer           San Diego
## 200                  Golden Road Brewing         Los Angeles
## 201                    Modern Times Beer           San Diego
## 202                  Golden Road Brewing         Los Angeles
## 203                    Modern Times Beer           San Diego
## 204             Monkey Paw Pub & Brewery           San Diego
## 205                    Modern Times Beer           San Diego
## 206          Santa Cruz Mountain Brewing          Santa Cruz
## 207            Mike Hess Brewing Company           San Diego
## 208                        TailGate Beer           San Diego
## 209           The Dudes' Brewing Company            Torrance
## 210           The Dudes' Brewing Company            Torrance
## 211               Mavericks Beer Company       Half Moon Bay
## 212    Figueroa Mountain Brewing Company            Buellton
## 213               21st Amendment Brewery       San Francisco
## 214        Sierra Nevada Brewing Company               Chico
## 215      Anderson Valley Brewing Company           Boonville
## 216               21st Amendment Brewery       San Francisco
## 217            Headlands Brewing Company         Mill Valley
## 218          Santa Cruz Mountain Brewing          Santa Cruz
## 219                    Butcher's Brewing            Carlsbad
## 220            Manzanita Brewing Company              Santee
## 221               Anchor Brewing Company       San Francisco
## 222      Anderson Valley Brewing Company           Boonville
## 223        Sierra Nevada Brewing Company               Chico
## 224      Anderson Valley Brewing Company           Boonville
## 225               Devil's Canyon Brewery             Belmont
## 226      Anderson Valley Brewing Company           Boonville
## 227              Ruhstaller Beer Company          Sacramento
## 228              Ruhstaller Beer Company          Sacramento
## 229              Mammoth Brewing Company       Mammoth Lakes
## 230              Mammoth Brewing Company       Mammoth Lakes
## 231                      Mission Brewery           San Diego
## 232                    Modern Times Beer           San Diego
## 233            Mike Hess Brewing Company           San Diego
## 234                 Saint Archer Brewery           San Diego
## 235               Anchor Brewing Company       San Francisco
## 236        Central Coast Brewing Company     San Luis Obispo
## 237        Central Coast Brewing Company     San Luis Obispo
## 238      Anderson Valley Brewing Company           Boonville
## 239      Anderson Valley Brewing Company           Boonville
## 240      Anderson Valley Brewing Company           Boonville
## 241        Sierra Nevada Brewing Company               Chico
## 242      Anderson Valley Brewing Company           Boonville
## 243           The Dudes' Brewing Company            Torrance
## 244            Manzanita Brewing Company              Santee
## 245                     Uncommon Brewers          Santa Cruz
## 246            Manzanita Brewing Company              Santee
## 247        Central Coast Brewing Company     San Luis Obispo
## 248        Sierra Nevada Brewing Company               Chico
## 249      Anderson Valley Brewing Company           Boonville
## 250      Anderson Valley Brewing Company           Boonville
## 251              Fort Point Beer Company       San Francisco
## 252           The Dudes' Brewing Company            Torrance
## 253              Fort Point Beer Company       San Francisco
## 254      Anderson Valley Brewing Company           Boonville
## 256              Fort Point Beer Company       San Francisco
## 257              Ruhstaller Beer Company          Sacramento
## 258                    Modern Times Beer           San Diego
## 259            Mike Hess Brewing Company           San Diego
## 260        Ballast Point Brewing Company           San Diego
## 261        Central Coast Brewing Company     San Luis Obispo
## 262                     Uncommon Brewers          Santa Cruz
## 263        Sierra Nevada Brewing Company               Chico
## 264                  Golden Road Brewing         Los Angeles
## 265               Devil's Canyon Brewery             Belmont
## 266               Mavericks Beer Company       Half Moon Bay
## 267        Sierra Nevada Brewing Company               Chico
## 268               Mavericks Beer Company       Half Moon Bay
## 269               Devil's Canyon Brewery             Belmont
## 270                     Uncommon Brewers          Santa Cruz
## 390              Upslope Brewing Company             Boulder
## 391              Centennial Beer Company             Edwards
## 392                     Redstone Meadery             Boulder
## 393           Steamworks Brewing Company             Durango
## 394             Dry Dock Brewing Company              Aurora
## 395             Renegade Brewing Company              Denver
## 396             Dry Dock Brewing Company              Aurora
## 397                   Revolution Brewing              Paonia
## 399                  Oskar Blues Brewery            Longmont
## 400              Bonfire Brewing Company               Eagle
## 402              Bonfire Brewing Company               Eagle
## 403                Avery Brewing Company             Boulder
## 404              Bonfire Brewing Company               Eagle
## 405                 Tommyknocker Brewery       Idaho Springs
## 406                Aspen Brewing Company               Aspen
## 407              Bonfire Brewing Company               Eagle
## 408         Great Divide Brewing Company              Denver
## 409              Bonfire Brewing Company               Eagle
## 410                  Oskar Blues Brewery            Longmont
## 411      Crystal Springs Brewing Company             Boulder
## 412            Telluride Brewing Company           Telluride
## 413                  Ska Brewing Company             Durango
## 414        Pateros Creek Brewing Company        Fort Collins
## 415       Crazy Mountain Brewing Company             Edwards
## 417                  Oskar Blues Brewery            Longmont
## 419          New Belgium Brewing Company        Fort Collins
## 420                  Oskar Blues Brewery            Longmont
## 421       Crazy Mountain Brewing Company             Edwards
## 422                 Fate Brewing Company             Boulder
## 423                  Oskar Blues Brewery            Longmont
## 424          Black Shirt Brewing Company              Denver
## 425              Sanitas Brewing Company             Boulder
## 426              Sanitas Brewing Company             Boulder
## 427              Upslope Brewing Company             Boulder
## 428                  Oskar Blues Brewery            Longmont
## 429          New Belgium Brewing Company        Fort Collins
## 430                   Pug Ryan's Brewery              Dillon
## 431         Great Divide Brewing Company              Denver
## 432              Centennial Beer Company             Edwards
## 433          New Belgium Brewing Company        Fort Collins
## 434                  Oskar Blues Brewery            Longmont
## 435                  Ska Brewing Company             Durango
## 436                 Fate Brewing Company             Boulder
## 437           Steamworks Brewing Company             Durango
## 438                  Oskar Blues Brewery            Longmont
## 439                Avery Brewing Company             Boulder
## 440             Palisade Brewing Company            Palisade
## 441              Upslope Brewing Company             Boulder
## 442       Crazy Mountain Brewing Company             Edwards
## 443                Avery Brewing Company             Boulder
## 444                  Oskar Blues Brewery            Longmont
## 446              Bonfire Brewing Company               Eagle
## 448        Eddyline Brewery & Restaurant         Buena Vista
## 449                  Oskar Blues Brewery            Longmont
## 450                  Oskar Blues Brewery            Longmont
## 451                  Denver Beer Company              Denver
## 452              Bonfire Brewing Company               Eagle
## 453                  Oskar Blues Brewery            Longmont
## 454              Bonfire Brewing Company               Eagle
## 455                  Oskar Blues Brewery            Longmont
## 456              Bonfire Brewing Company               Eagle
## 457                   Pug Ryan's Brewery              Dillon
## 459                     Redstone Meadery             Boulder
## 460                  Oskar Blues Brewery            Longmont
## 461          New Belgium Brewing Company        Fort Collins
## 462                  Oskar Blues Brewery            Longmont
## 463              Bonfire Brewing Company               Eagle
## 464             Dry Dock Brewing Company              Aurora
## 465                   Big Choice Brewing          Broomfield
## 466      Crystal Springs Brewing Company             Boulder
## 467           Pikes Peak Brewing Company            Monument
## 468       Crazy Mountain Brewing Company             Edwards
## 469                  Oskar Blues Brewery            Longmont
## 470                 Boulder Beer Company             Boulder
## 471              Bonfire Brewing Company               Eagle
## 472              Upslope Brewing Company             Boulder
## 473          New Belgium Brewing Company        Fort Collins
## 474              Upslope Brewing Company             Boulder
## 476                Aspen Brewing Company               Aspen
## 477              Wynkoop Brewing Company              Denver
## 478                  Denver Beer Company              Denver
## 479            Lone Tree Brewing Company           Lone Tree
## 480                         Epic Brewing              Denver
## 481              Bonfire Brewing Company               Eagle
## 482             Crabtree Brewing Company             Greeley
## 483                   Pug Ryan's Brewery              Dillon
## 484                 Boulder Beer Company             Boulder
## 486              Upslope Brewing Company             Boulder
## 487              Wynkoop Brewing Company              Denver
## 488              Wynkoop Brewing Company              Denver
## 489         Great Divide Brewing Company              Denver
## 490              Upslope Brewing Company             Boulder
## 491                 Fate Brewing Company             Boulder
## 492              Upslope Brewing Company             Boulder
## 493             Crabtree Brewing Company             Greeley
## 494              Upslope Brewing Company             Boulder
## 495              Wynkoop Brewing Company              Denver
## 496             Crabtree Brewing Company             Greeley
## 497                   Pug Ryan's Brewery              Dillon
## 498              Upslope Brewing Company             Boulder
## 499          New Belgium Brewing Company        Fort Collins
## 500          New Belgium Brewing Company        Fort Collins
## 501         Great Divide Brewing Company              Denver
## 502              Upslope Brewing Company             Boulder
## 503              Wynkoop Brewing Company              Denver
## 504              Upslope Brewing Company             Boulder
## 505                  Oskar Blues Brewery            Longmont
## 506              Upslope Brewing Company             Boulder
## 507                Dad & Dude's Breweria              Aurora
## 508                  River North Brewery              Denver
## 509                  Oskar Blues Brewery            Longmont
## 510                Avery Brewing Company             Boulder
## 511          New Belgium Brewing Company        Fort Collins
## 512                   Pug Ryan's Brewery              Dillon
## 513              Bonfire Brewing Company               Eagle
## 514         Great Divide Brewing Company              Denver
## 515              Wynkoop Brewing Company              Denver
## 516              Bonfire Brewing Company               Eagle
## 517              Wynkoop Brewing Company              Denver
## 518                   Big Choice Brewing          Broomfield
## 519                   Big Choice Brewing          Broomfield
## 520              Upslope Brewing Company             Boulder
## 521                   Big Choice Brewing          Broomfield
## 522                  Oskar Blues Brewery            Longmont
## 523                Dad & Dude's Breweria              Aurora
## 524                   Pug Ryan's Brewery              Dillon
## 525          New Belgium Brewing Company        Fort Collins
## 526                 Boulder Beer Company             Boulder
## 527                   Pug Ryan's Brewery              Dillon
## 528              Upslope Brewing Company             Boulder
## 529                  Oskar Blues Brewery            Longmont
## 530              Wynkoop Brewing Company              Denver
## 531              Wynkoop Brewing Company              Denver
## 532          New Belgium Brewing Company        Fort Collins
## 533         Great Divide Brewing Company              Denver
## 534                  Oskar Blues Brewery            Longmont
## 535          New Belgium Brewing Company        Fort Collins
## 538        Thomas Hooker Brewing Company          Bloomfield
## 554          New England Brewing Company          Woodbridge
## 557          New England Brewing Company          Woodbridge
## 558            Back East Brewing Company          Bloomfield
## 559          New England Brewing Company          Woodbridge
## 560                     Cottrell Brewing           Pawcatuck
## 561            Two Roads Brewing Company           Stratford
## 562          New England Brewing Company          Woodbridge
## 567              DC Brau Brewing Company          Washington
## 568              DC Brau Brewing Company          Washington
## 569              DC Brau Brewing Company          Washington
## 570              DC Brau Brewing Company          Washington
## 572           Twin Lakes Brewing Company          Greenville
## 579                  Intuition Ale Works        Jacksonville
## 585           Cigar City Brewing Company               Tampa
## 589           Cigar City Brewing Company               Tampa
## 593           Two Henrys Brewing Company          Plant City
## 594                Miami Brewing Company               Miami
## 595           Cigar City Brewing Company               Tampa
## 596           Cigar City Brewing Company               Tampa
## 597                   Swamp Head Brewery         Gainesville
## 598                   Swamp Head Brewery         Gainesville
## 599           Cigar City Brewing Company               Tampa
## 600           Cigar City Brewing Company               Tampa
## 601                    Bold City Brewery        Jacksonville
## 602           Cigar City Brewing Company               Tampa
## 603                     Brew Bus Brewing               Tampa
## 605            Tampa Bay Brewing Company               Tampa
## 606                Miami Brewing Company               Miami
## 607                  Intuition Ale Works        Jacksonville
## 608           Cigar City Brewing Company               Tampa
## 609                   Swamp Head Brewery         Gainesville
## 610                  3 Daughters Brewing       St Petersburg
## 611                   Swamp Head Brewery         Gainesville
## 612                    Engine 15 Brewing  Jacksonville Beach
## 613                    Bold City Brewery        Jacksonville
## 614           Cigar City Brewing Company               Tampa
## 615                     Brew Bus Brewing               Tampa
## 616           Cigar City Brewing Company               Tampa
## 617            Big Storm Brewing Company              Odessa
## 618           Cigar City Brewing Company               Tampa
## 619                     Brew Bus Brewing               Tampa
## 620           Cigar City Brewing Company               Tampa
## 621                Miami Brewing Company               Miami
## 622                     Brew Bus Brewing               Tampa
## 623                Miami Brewing Company               Miami
## 624                  Intuition Ale Works        Jacksonville
## 625           Cigar City Brewing Company               Tampa
## 626                           7venth Sun             Dunedin
## 627           Cigar City Brewing Company               Tampa
## 628           Cigar City Brewing Company               Tampa
## 629            Tampa Bay Brewing Company               Tampa
## 630                   Swamp Head Brewery         Gainesville
## 632                      Orpheus Brewing             Atlanta
## 634           SweetWater Brewing Company             Atlanta
## 637                      Orpheus Brewing             Atlanta
## 638           SweetWater Brewing Company             Atlanta
## 640                   Macon Beer Company               Macon
## 641                   Macon Beer Company               Macon
## 642           SweetWater Brewing Company             Atlanta
## 643           SweetWater Brewing Company             Atlanta
## 644          Coastal Empire Beer Company            Savannah
## 645          Coastal Empire Beer Company            Savannah
## 646             Red Hare Brewing Company            Marietta
## 649                 Kona Brewing Company                Kona
## 656                 Maui Brewing Company             Lahaina
## 657              Hawai'i Nui Brewing Co.                Hilo
## 658              Hawai'i Nui Brewing Co.                Hilo
## 659                 Maui Brewing Company             Lahaina
## 660                 Maui Brewing Company             Lahaina
## 661                   Mehana Brewing Co.                Hilo
## 662                 Maui Brewing Company             Lahaina
## 663                   Mehana Brewing Co.                Hilo
## 664                 Maui Brewing Company             Lahaina
## 665              Hawai'i Nui Brewing Co.                Hilo
## 666                 Maui Brewing Company             Lahaina
## 667                   Mehana Brewing Co.                Hilo
## 668                 Maui Brewing Company             Lahaina
## 669                   Mehana Brewing Co.                Hilo
## 670              Hawai'i Nui Brewing Co.                Hilo
## 671                 Maui Brewing Company             Lahaina
## 672                   Mehana Brewing Co.                Hilo
## 673                 Maui Brewing Company             Lahaina
## 676           Confluence Brewing Company          Des Moines
## 679              Okoboji Brewing Company         Spirit Lake
## 680              Okoboji Brewing Company         Spirit Lake
## 681              Okoboji Brewing Company         Spirit Lake
## 682                  Great River Brewery           Davenport
## 683                  Great River Brewery           Davenport
## 684               Kalona Brewing Company              Kalona
## 685                  Great River Brewery           Davenport
## 686              Okoboji Brewing Company         Spirit Lake
## 687                  Great River Brewery           Davenport
## 688              Okoboji Brewing Company         Spirit Lake
## 689                  Great River Brewery           Davenport
## 690                  Great River Brewery           Davenport
## 691                  Great River Brewery           Davenport
## 692                  Great River Brewery           Davenport
## 693                  Great River Brewery           Davenport
## 694                  Great River Brewery           Davenport
## 695           Peace Tree Brewing Company           Knoxville
## 696                  Great River Brewery           Davenport
## 697                  Great River Brewery           Davenport
## 698                  Great River Brewery           Davenport
## 699                  Great River Brewery           Davenport
## 700                  Great River Brewery           Davenport
## 701                  Great River Brewery           Davenport
## 702              Okoboji Brewing Company         Spirit Lake
## 703                  Great River Brewery           Davenport
## 706         Slanted Rock Brewing Company            Meridian
## 709              Sockeye Brewing Company               Boise
## 710              Sockeye Brewing Company               Boise
## 714              Payette Brewing Company         Garden City
## 717         Slanted Rock Brewing Company            Meridian
## 718              Sockeye Brewing Company               Boise
## 719              Sockeye Brewing Company               Boise
## 720              Sockeye Brewing Company               Boise
## 721              Payette Brewing Company         Garden City
## 722              Sockeye Brewing Company               Boise
## 723              Sockeye Brewing Company               Boise
## 724              Sockeye Brewing Company               Boise
## 725         Laughing Dog Brewing Company            Ponderay
## 726        Crooked Fence Brewing Company         Garden City
## 727              Payette Brewing Company         Garden City
## 728              Sockeye Brewing Company               Boise
## 729        Crooked Fence Brewing Company         Garden City
## 730              Sockeye Brewing Company               Boise
## 731        Crooked Fence Brewing Company         Garden City
## 732              Sockeye Brewing Company               Boise
## 733              Sockeye Brewing Company               Boise
## 786         Two Brothers Brewing Company         Warrenville
## 787                 Finch's Beer Company             Chicago
## 788             Spiteful Brewing Company             Chicago
## 789         Two Brothers Brewing Company         Warrenville
## 790           Wild Onion Brewing Company     Lake Barrington
## 791             Spiteful Brewing Company             Chicago
## 792            Pollyanna Brewing Company              Lemont
## 793         Two Brothers Brewing Company         Warrenville
## 794           Wild Onion Brewing Company     Lake Barrington
## 795           Revolution Brewing Company             Chicago
## 796           Revolution Brewing Company             Chicago
## 797         Two Brothers Brewing Company         Warrenville
## 798            Pipeworks Brewing Company             Chicago
## 799                 Finch's Beer Company             Chicago
## 800           Wild Onion Brewing Company     Lake Barrington
## 801             Spiteful Brewing Company             Chicago
## 802                      Destihl Brewery         Bloomington
## 803                 Finch's Beer Company             Chicago
## 804           Revolution Brewing Company             Chicago
## 805                   Mikerphone Brewing             Chicago
## 806                      Destihl Brewery         Bloomington
## 807               Half Acre Beer Company             Chicago
## 808               Half Acre Beer Company             Chicago
## 809         Goose Island Brewery Company             Chicago
## 810           Wild Onion Brewing Company     Lake Barrington
## 811                   BuckleDown Brewing               Lyons
## 812         Goose Island Brewing Company             Chicago
## 813           Revolution Brewing Company             Chicago
## 814                      Destihl Brewery         Bloomington
## 815           Revolution Brewing Company             Chicago
## 816           Revolution Brewing Company             Chicago
## 817           Wild Onion Brewing Company     Lake Barrington
## 818           Revolution Brewing Company             Chicago
## 819           Wild Onion Brewing Company     Lake Barrington
## 820         Two Brothers Brewing Company         Warrenville
## 821                 Finch's Beer Company             Chicago
## 822                   Mikerphone Brewing             Chicago
## 823                    Big Muddy Brewing         Murphysboro
## 824             Spiteful Brewing Company             Chicago
## 855                   Evil Czech Brewery           Mishawaka
## 861                    Flat 12 Bierwerks        Indianapolis
## 869              Tin Man Brewing Company          Evansville
## 872             Sun King Brewing Company        Indianapolis
## 873             Sun King Brewing Company        Indianapolis
## 874             Sun King Brewing Company        Indianapolis
## 875                    Flat 12 Bierwerks        Indianapolis
## 876             Sun King Brewing Company        Indianapolis
## 877              Cutters Brewing Company                Avon
## 878              Cutters Brewing Company                Avon
## 879               Great Crescent Brewery              Aurora
## 880               Great Crescent Brewery              Aurora
## 881             Sun King Brewing Company        Indianapolis
## 882                    Chapman's Brewing              Angola
## 883                     Burn 'Em Brewing       Michigan City
## 884             Sun King Brewing Company        Indianapolis
## 885              Tin Man Brewing Company          Evansville
## 886                  18th Street Brewery                Gary
## 887                  18th Street Brewery                Gary
## 888               Great Crescent Brewery              Aurora
## 889               Great Crescent Brewery              Aurora
## 890             Sun King Brewing Company        Indianapolis
## 891             Sun King Brewing Company        Indianapolis
## 892                  18th Street Brewery                Gary
## 893                 Indiana City Brewing        Indianapolis
## 894               Black Acre Brewing Co.        Indianapolis
## 895                     Burn 'Em Brewing       Michigan City
## 896             Sun King Brewing Company        Indianapolis
## 897                     Burn 'Em Brewing       Michigan City
## 898             Sun King Brewing Company        Indianapolis
## 899                    Chapman's Brewing              Angola
## 900            450 North Brewing Company            Columbus
## 901                  Three Pints Brewing        Martinsville
## 902               Great Crescent Brewery              Aurora
## 903                   Bare Hands Brewery             Granger
## 904            450 North Brewing Company            Columbus
## 905            450 North Brewing Company            Columbus
## 906                     Burn 'Em Brewing       Michigan City
## 907              Tin Man Brewing Company          Evansville
## 908              Tin Man Brewing Company          Evansville
## 909              Tin Man Brewing Company          Evansville
## 910                    Chapman's Brewing              Angola
## 911             Sun King Brewing Company        Indianapolis
## 912                     Burn 'Em Brewing       Michigan City
## 913             Sun King Brewing Company        Indianapolis
## 914                  18th Street Brewery                Gary
## 915             Sun King Brewing Company        Indianapolis
## 916            450 North Brewing Company            Columbus
## 917              Cutters Brewing Company                Avon
## 919                  18th Street Brewery                Gary
## 920             Sun King Brewing Company        Indianapolis
## 921               Great Crescent Brewery              Aurora
## 922             Sun King Brewing Company        Indianapolis
## 923             Sun King Brewing Company        Indianapolis
## 924                  18th Street Brewery                Gary
## 925              Cutters Brewing Company                Avon
## 926                Four Fathers Brewing           Valparaiso
## 927              Warbird Brewing Company          Fort Wayne
## 928                Four Fathers Brewing           Valparaiso
## 929             Sun King Brewing Company        Indianapolis
## 930             Sun King Brewing Company        Indianapolis
## 931                Four Fathers Brewing           Valparaiso
## 932             Sun King Brewing Company        Indianapolis
## 933               Upland Brewing Company         Bloomington
## 934                  Three Pints Brewing        Martinsville
## 935               Great Crescent Brewery              Aurora
## 936               Upland Brewing Company         Bloomington
## 937               Great Crescent Brewery              Aurora
## 938                  18th Street Brewery                Gary
## 939               Great Crescent Brewery              Aurora
## 940               Great Crescent Brewery              Aurora
## 941             Sun King Brewing Company        Indianapolis
## 942             Sun King Brewing Company        Indianapolis
## 943        Four Horsemen Brewing Company          South Bend
## 944             Sun King Brewing Company        Indianapolis
## 945             Sun King Brewing Company        Indianapolis
## 946                  Three Pints Brewing        Martinsville
## 947              Tin Man Brewing Company          Evansville
## 948             Sun King Brewing Company        Indianapolis
## 949             Sun King Brewing Company        Indianapolis
## 950               Great Crescent Brewery              Aurora
## 951               Great Crescent Brewery              Aurora
## 952            450 North Brewing Company            Columbus
## 953               Upland Brewing Company         Bloomington
## 954             Sun King Brewing Company        Indianapolis
## 955             Sun King Brewing Company        Indianapolis
## 956               Taxman Brewing Company        Bargersville
## 957                Four Fathers Brewing           Valparaiso
## 958             Sun King Brewing Company        Indianapolis
## 959               Great Crescent Brewery              Aurora
## 960                  Three Pints Brewing        Martinsville
## 962             Sun King Brewing Company        Indianapolis
## 963             Sun King Brewing Company        Indianapolis
## 968            Tallgrass Brewing Company           Manhattan
## 969         High Noon Saloon And Brewery         Leavenworth
## 970         High Noon Saloon And Brewery         Leavenworth
## 971            Tallgrass Brewing Company           Manhattan
## 972            Tallgrass Brewing Company           Manhattan
## 973             Defiance Brewing Company                Hays
## 974            Tallgrass Brewing Company           Manhattan
## 975            Tallgrass Brewing Company           Manhattan
## 976            Tallgrass Brewing Company           Manhattan
## 977            Tallgrass Brewing Company           Manhattan
## 978            Tallgrass Brewing Company           Manhattan
## 979            Tallgrass Brewing Company           Manhattan
## 980            Tallgrass Brewing Company           Manhattan
## 981            Tallgrass Brewing Company           Manhattan
## 982            Tallgrass Brewing Company           Manhattan
## 983            Tallgrass Brewing Company           Manhattan
## 984             Defiance Brewing Company                Hays
## 985            Tallgrass Brewing Company           Manhattan
## 986            Tallgrass Brewing Company           Manhattan
## 989  Alltech's Lexington Brewing Company           Lexington
## 994            Against the Grain Brewery          Louisville
## 995                   West Sixth Brewing           Lexington
## 996            Against the Grain Brewery          Louisville
## 997            Against the Grain Brewery          Louisville
## 998            Against the Grain Brewery          Louisville
## 999            Against the Grain Brewery          Louisville
## 1000                  West Sixth Brewing           Lexington
## 1001           Against The Grain Brewery          Louisville
## 1002           Against the Grain Brewery          Louisville
## 1003           Against the Grain Brewery          Louisville
## 1004           Against the Grain Brewery          Louisville
## 1005           Against The Grain Brewery          Louisville
## 1006           Against the Grain Brewery          Louisville
## 1007           Against the Grain Brewery          Louisville
## 1009            Tin Roof Brewing Company         Baton Rouge
## 1010 New Orleans Lager & Ale Brewing ...         New Orleans
## 1011 New Orleans Lager & Ale Brewing ...         New Orleans
## 1015               Abita Brewing Company       Abita Springs
## 1017 New Orleans Lager & Ale Brewing ...         New Orleans
## 1018            Tin Roof Brewing Company         Baton Rouge
## 1019            Tin Roof Brewing Company         Baton Rouge
## 1020               Abita Brewing Company       Abita Springs
## 1021               Abita Brewing Company       Abita Springs
## 1022            Tin Roof Brewing Company         Baton Rouge
## 1023 New Orleans Lager & Ale Brewing ...         New Orleans
## 1024            Tin Roof Brewing Company         Baton Rouge
## 1025                 Covington Brewhouse           Covington
## 1026            Tin Roof Brewing Company         Baton Rouge
## 1035                     Big Elm Brewing           Sheffield
## 1050           Cambridge Brewing Company           Cambridge
## 1052                 Boston Beer Company              Boston
## 1057               Notch Brewing Company             Ipswich
## 1058                       Cisco Brewers           Nantucket
## 1059           Berkshire Brewing Company     South Deerfield
## 1060                 Northampton Brewery         Northamtpon
## 1061                  Beer Works Brewery              Lowell
## 1062                     Harpoon Brewery              Boston
## 1063                     Big Elm Brewing           Sheffield
## 1064           Wachusett Brewing Company         Westminster
## 1065     Westfield River Brewing Company           Westfield
## 1066            Cape Ann Brewing Company          Gloucester
## 1067                 Boston Beer Company              Boston
## 1068            Cape Ann Brewing Company          Gloucester
## 1069           Wachusett Brewing Company         Westminster
## 1070         Newburyport Brewing Company         Newburyport
## 1071                 Boston Beer Company              Boston
## 1072                  Blue Hills Brewery              Canton
## 1073            Jack's Abby Craft Lagers          Framingham
## 1074                Downeast Cider House          Leominster
## 1075            Cape Ann Brewing Company          Gloucester
## 1076            Jack's Abby Craft Lagers          Framingham
## 1077                     Harpoon Brewery              Boston
## 1078                 Banner Beer Company        Williamsburg
## 1079                 Banner Beer Company        Williamsburg
## 1080                     Harpoon Brewery              Boston
## 1081                       Cisco Brewers           Nantucket
## 1082                 Boston Beer Company              Boston
## 1083                  Beer Works Brewery              Lowell
## 1084                     Harpoon Brewery              Boston
## 1085                  Beer Works Brewery              Lowell
## 1086                    Wormtown Brewery           Worcester
## 1087                     Harpoon Brewery              Boston
## 1088                       Cisco Brewers           Nantucket
## 1089                     Harpoon Brewery              Boston
## 1090            Cape Ann Brewing Company          Gloucester
## 1091           Wachusett Brewing Company         Westminster
## 1092                  Blackrocks Brewery           Marquette
## 1093           Wachusett Brewing Company         Westminster
## 1094                  Beer Works Brewery              Lowell
## 1095                       Cisco Brewers           Nantucket
## 1096                       Cisco Brewers           Nantucket
## 1097           Wachusett Brewing Company         Westminster
## 1098           Wachusett Brewing Company         Westminster
## 1099                     Harpoon Brewery              Boston
## 1100           Wachusett Brewing Company         Westminster
## 1101     Westfield River Brewing Company           Westfield
## 1102           Wachusett Brewing Company         Westminster
## 1103           Wachusett Brewing Company         Westminster
## 1104             Sherwood Forest Brewers         Marlborough
## 1105                 Ipswich Ale Brewery             Ipswich
## 1106                       Cisco Brewers           Nantucket
## 1107                       Cisco Brewers           Nantucket
## 1108           Wachusett Brewing Company         Westminster
## 1115                 Union Craft Brewing           Baltimore
## 1118 Red Shedman Farm Brewery and Hop...            Mt. Airy
## 1120                 Union Craft Brewing           Baltimore
## 1121           Stillwater Artisanal Ales           Baltimore
## 1122 Red Shedman Farm Brewery and Hop...            Mt. Airy
## 1123           Stillwater Artisanal Ales           Baltimore
## 1124                     Heavy Seas Beer          Halethorpe
## 1125                    The Brewer's Art           Baltimore
## 1126                 Union Craft Brewing           Baltimore
## 1127                 Union Craft Brewing           Baltimore
## 1128                     Heavy Seas Beer          Halethorpe
## 1129           Jailbreak Brewing Company              Laurel
## 1138            Shipyard Brewing Company            Portland
## 1141         Rising Tide Brewing Company            Portland
## 1142        Peak Organic Brewing Company            Portland
## 1150             Sea Dog Brewing Company            Portland
## 1151      Marshall Wharf Brewing Company             Belfast
## 1152      Marshall Wharf Brewing Company             Belfast
## 1153          D.L. Geary Brewing Company            Portland
## 1154        Peak Organic Brewing Company            Portland
## 1155      Marshall Wharf Brewing Company             Belfast
## 1156              Baxter Brewing Company            Lewiston
## 1158                      Brewery Vivant        Grand Rapids
## 1174                      Brewery Vivant        Grand Rapids
## 1196              Perrin Brewing Company       Comstock Park
## 1203                  Blackrocks Brewery           Marquette
## 1209                    Big Lake Brewing             Holland
## 1213                      Brewery Vivant        Grand Rapids
## 1216            Founders Brewing Company        Grand Rapids
## 1220                     Atwater Brewery             Detroit
## 1225     Rochester Mills Brewing Company           Rochester
## 1229     Wolverine State Brewing Company           Ann Arbor
## 1236           Cheboygan Brewing Company           Cheboygan
## 1239                      Brewery Vivant        Grand Rapids
## 1246        Griffin Claw Brewing Company          Birmingham
## 1266                      Brewery Vivant        Grand Rapids
## 1273                  Vander Mill Ciders         Spring Lake
## 1276         Latitude 42 Brewing Company             Portage
## 1281                      Brewery Vivant        Grand Rapids
## 1282                  Blackrocks Brewery           Marquette
## 1283        Griffin Claw Brewing Company          Birmingham
## 1285                      Brewery Vivant        Grand Rapids
## 1286        Griffin Claw Brewing Company          Birmingham
## 1287                      Brewery Vivant        Grand Rapids
## 1288                      Brewery Vivant        Grand Rapids
## 1289                      Brewery Vivant        Grand Rapids
## 1290                    Petoskey Brewing            Petoskey
## 1291                      Bell's Brewery           Kalamazoo
## 1292                      Brewery Vivant        Grand Rapids
## 1293                      Brewery Vivant        Grand Rapids
## 1294        Griffin Claw Brewing Company          Birmingham
## 1295                      Brewery Vivant        Grand Rapids
## 1296                    Meckley's Cidery     Somerset Center
## 1297                  Blackrocks Brewery           Marquette
## 1298     Rochester Mills Brewing Company           Rochester
## 1299                    Meckley's Cidery     Somerset Center
## 1300         Witch's Hat Brewing Company          South Lyon
## 1301                      Brewery Vivant        Grand Rapids
## 1302                      Brewery Vivant        Grand Rapids
## 1303     Uncle John's Fruit House Winery          St. John's
## 1304                      Brewery Vivant        Grand Rapids
## 1305                      Brewery Vivant        Grand Rapids
## 1306                      Brewery Vivant        Grand Rapids
## 1307        Griffin Claw Brewing Company          Birmingham
## 1308                      Brewery Vivant        Grand Rapids
## 1309                      Brewery Vivant        Grand Rapids
## 1310                      Brewery Vivant        Grand Rapids
## 1311             The Right Brain Brewery       Traverse City
## 1312         Latitude 42 Brewing Company             Portage
## 1313         Witch's Hat Brewing Company          South Lyon
## 1314     Rochester Mills Brewing Company           Rochester
## 1315           Saugatuck Brewing Company             Douglas
## 1316             The Right Brain Brewery       Traverse City
## 1317         Latitude 42 Brewing Company             Portage
## 1318                      Bell's Brewery           Kalamazoo
## 1325              Indeed Brewing Company         Minneapolis
## 1327         Bent Paddle Brewing Company              Duluth
## 1328               Surly Brewing Company     Brooklyn Center
## 1329                  NorthGate Brewing          Minneapolis
## 1330                  NorthGate Brewing          Minneapolis
## 1331                   Bauhaus Brew Labs         Minneapolis
## 1332         Lift Bridge Brewing Company          Stillwater
## 1333               Surly Brewing Company     Brooklyn Center
## 1334                  NorthGate Brewing          Minneapolis
## 1335              Third Street Brewhouse         Cold Spring
## 1336              Indeed Brewing Company         Minneapolis
## 1337              Summit Brewing Company            St. Paul
## 1338              Indeed Brewing Company         Minneapolis
## 1339               Surly Brewing Company     Brooklyn Center
## 1340               Surly Brewing Company     Brooklyn Center
## 1341              Third Street Brewhouse         Cold Spring
## 1342              Summit Brewing Company            St. Paul
## 1343               Surly Brewing Company     Brooklyn Center
## 1344                    Big Wood Brewery     Vadnais Heights
## 1345                   Bauhaus Brew Labs         Minneapolis
## 1346                    Big Wood Brewery     Vadnais Heights
## 1347                  NorthGate Brewing          Minneapolis
## 1348              Summit Brewing Company             St Paul
## 1349                    Big Wood Brewery     Vadnais Heights
## 1350                   Bent Brewstillery           Roseville
## 1351                  NorthGate Brewing          Minneapolis
## 1352                   Bauhaus Brew Labs         Minneapolis
## 1353                   Bent Brewstillery           Roseville
## 1354         Bent Paddle Brewing Company              Duluth
## 1355               Surly Brewing Company     Brooklyn Center
## 1356                    Big Wood Brewery     Vadnais Heights
## 1357                    Big Wood Brewery     Vadnais Heights
## 1358               Surly Brewing Company     Brooklyn Center
## 1359                  Tonka Beer Company          Minnetonka
## 1360                  Tonka Beer Company          Minnetonka
## 1361         Bent Paddle Brewing Company              Duluth
## 1362         Bent Paddle Brewing Company              Duluth
## 1363               Surly Brewing Company     Brooklyn Center
## 1364               Surly Brewing Company     Brooklyn Center
## 1365               Surly Brewing Company     Brooklyn Center
## 1366         Bent Paddle Brewing Company              Duluth
## 1367                   Bauhaus Brew Labs         Minneapolis
## 1368                  NorthGate Brewing          Minneapolis
## 1369              Summit Brewing Company            St. Paul
## 1370              Third Street Brewhouse         Cold Spring
## 1371                   Bent Brewstillery           Roseville
## 1372              Third Street Brewhouse         Cold Spring
## 1373         Bent Paddle Brewing Company              Duluth
## 1378            Schlafly Brewing Company         Saint Louis
## 1382              Weston Brewing Company              Weston
## 1387            Schlafly Brewing Company         Saint Louis
## 1388    Kirkwood Station Brewing Company            Kirkwood
## 1389         Piney River Brewing Company             Bucryus
## 1390         Piney River Brewing Company             Bucryus
## 1391         Piney River Brewing Company             Bucryus
## 1392               Morgan Street Brewery         Saint Louis
## 1393         Piney River Brewing Company             Bucryus
## 1394               Morgan Street Brewery         Saint Louis
## 1395                    Mother's Brewing         Springfield
## 1396         Piney River Brewing Company             Bucryus
## 1397             4 Hands Brewing Company         Saint Louis
## 1398              Weston Brewing Company              Weston
## 1399         Piney River Brewing Company             Bucryus
## 1400              Weston Brewing Company              Weston
## 1401            Schlafly Brewing Company         Saint Louis
## 1402         Piney River Brewing Company             Bucryus
## 1403                    Mother's Brewing         Springfield
## 1404             4 Hands Brewing Company         Saint Louis
## 1405               Morgan Street Brewery         Saint Louis
## 1406           Boulevard Brewing Company         Kansas City
## 1407         Piney River Brewing Company             Bucryus
## 1408            Schlafly Brewing Company         Saint Louis
## 1409              Weston Brewing Company              Weston
## 1411            Schlafly Brewing Company         Saint Louis
## 1412             4 Hands Brewing Company         Saint Louis
## 1413             4 Hands Brewing Company         Saint Louis
## 1414            Schlafly Brewing Company         Saint Louis
## 1416 Southern Prohibition Brewing Com...         Hattiesburg
## 1417 Southern Prohibition Brewing Com...         Hattiesburg
## 1418 Southern Prohibition Brewing Com...         Hattiesburg
## 1419 Southern Prohibition Brewing Com...         Hattiesburg
## 1420          Lucky Town Brewing Company             Jackson
## 1421          Lucky Town Brewing Company             Jackson
## 1422 Southern Prohibition Brewing Com...         Hattiesburg
## 1423 Southern Prohibition Brewing Com...         Hattiesburg
## 1424 Southern Prohibition Brewing Com...         Hattiesburg
## 1425 Southern Prohibition Brewing Com...         Hattiesburg
## 1426 Southern Prohibition Brewing Com...         Hattiesburg
## 1427             Bozeman Brewing Company             Bozeman
## 1429     Lewis and Clark Brewing Company              Helena
## 1432             Bozeman Brewing Company             Bozeman
## 1434             Bozeman Brewing Company             Bozeman
## 1438            Wildwood Brewing Company        Stevensville
## 1443            Tamarack Brewing Company            Lakeside
## 1444        Kettle House Brewing Company            Missoula
## 1445     Lewis and Clark Brewing Company              Helena
## 1446             Bozeman Brewing Company             Bozeman
## 1447            Wildwood Brewing Company        Stevensville
## 1448             Big Sky Brewing Company            Missoula
## 1449             Big Sky Brewing Company            Missoula
## 1450        Kettle House Brewing Company            Missoula
## 1451                 Bitter Root Brewing            Hamilton
## 1452            Tamarack Brewing Company            Lakeside
## 1454             Big Sky Brewing Company            Missoula
## 1455             Bozeman Brewing Company             Bozeman
## 1456     Lewis and Clark Brewing Company              Helena
## 1457             Big Sky Brewing Company            Missoula
## 1458        Kettle House Brewing Company            Missoula
## 1459      Great Northern Brewing Company           Whitefish
## 1460      Great Northern Brewing Company           Whitefish
## 1461                 Bitter Root Brewing            Hamilton
## 1462     Lewis and Clark Brewing Company              Helena
## 1463        Kettle House Brewing Company            Missoula
## 1464             Big Sky Brewing Company            Missoula
## 1465                 Bitter Root Brewing            Hamilton
## 1466     Lewis and Clark Brewing Company              Helena
## 1468            Carolina Beer & Beverage         Mooresville
## 1472             Aviator Brewing Company       Fuquay-Varina
## 1476 Oskar Blues Brewery (North Carol...             Brevard
## 1480              Pisgah Brewing Company      Black Mountain
## 1482             Aviator Brewing Company       Fuquay-Varina
## 1490              Howard Brewing Company              Lenoir
## 1494        Appalachian Mountain Brewery               Boone
## 1497              Howard Brewing Company              Lenoir
## 1498 Oskar Blues Brewery (North Carol...             Brevard
## 1499             Aviator Brewing Company       Fuquay-Varina
## 1500        Appalachian Mountain Brewery               Boone
## 1501           Lonerider Brewing Company             Raleigh
## 1502             Aviator Brewing Company       Fuquay-Varina
## 1503        Mother Earth Brewing Company             Kinston
## 1504                    Carolina Brewery           Pittsboro
## 1505        Appalachian Mountain Brewery               Boone
## 1506                NoDa Brewing Company           Charlotte
## 1507           Lonerider Brewing Company             Raleigh
## 1508             Catawba Brewing Company           Morganton
## 1509             Catawba Brewing Company           Morganton
## 1510                    Carolina Brewery           Pittsboro
## 1511           Lonerider Brewing Company             Raleigh
## 1512                French Broad Brewery           Asheville
## 1513            Triangle Brewing Company              Durham
## 1514                NoDa Brewing Company           Charlotte
## 1515            Carolina Beer & Beverage         Mooresville
## 1516                    Carolina Brewery           Pittsboro
## 1517           Asheville Brewing Company           Asheville
## 1518                French Broad Brewery           Asheville
## 1519            Birdsong Brewing Company           Charlotte
## 1520             Catawba Brewing Company           Morganton
## 1521        Mother Earth Brewing Company             Kinston
## 1522             Aviator Brewing Company       Fuquay-Varina
## 1523             Catawba Brewing Company           Morganton
## 1524             Catawba Brewing Company           Morganton
## 1525            Triangle Brewing Company              Durham
## 1526               Fargo Brewing Company               Fargo
## 1527               Fargo Brewing Company               Fargo
## 1528               Fargo Brewing Company               Fargo
## 1532          Blue Blood Brewing Company             Lincoln
## 1540                Modern Monks Brewery             Lincoln
## 1544            Nebraska Brewing Company           Papillion
## 1545          Blue Blood Brewing Company             Lincoln
## 1547            Nebraska Brewing Company           Papillion
## 1548          Blue Blood Brewing Company             Lincoln
## 1549          Blue Blood Brewing Company             Lincoln
## 1550            Nebraska Brewing Company           Papillion
## 1551          Blue Blood Brewing Company             Lincoln
## 1552          Blue Blood Brewing Company             Lincoln
## 1553          Blue Blood Brewing Company             Lincoln
## 1556 Moat Mountain Smoke House & Brew...        North Conway
## 1560                 White Birch Brewing            Hooksett
## 1561                 White Birch Brewing            Hooksett
## 1562                Bolero Snort Brewery     Ridgefield Park
## 1563              Carton Brewing Company  Atlantic Highlands
## 1564              Carton Brewing Company  Atlantic Highlands
## 1565                 Forgotten Boardwalk         Cherry Hill
## 1566              Carton Brewing Company  Atlantic Highlands
## 1567                 Forgotten Boardwalk         Cherry Hill
## 1568              Carton Brewing Company  Atlantic Highlands
## 1569                Bolero Snort Brewery     Ridgefield Park
## 1570                      Marble Brewery         Albuquerque
## 1572                      Marble Brewery         Albuquerque
## 1575            Santa Fe Brewing Company            Santa Fe
## 1577            Santa Fe Brewing Company            Santa Fe
## 1578            Santa Fe Brewing Company            Santa Fe
## 1579             Tractor Brewing Company         Albuquerque
## 1580             Tractor Brewing Company         Albuquerque
## 1581           La Cumbre Brewing Company         Albuquerque
## 1582             Tractor Brewing Company         Albuquerque
## 1583           La Cumbre Brewing Company         Albuquerque
## 1587            Buckbean Brewing Company                Reno
## 1589            Buckbean Brewing Company                Reno
## 1590            Buckbean Brewing Company                Reno
## 1591            Buckbean Brewing Company                Reno
## 1592        Joseph James Brewing Company           Henderson
## 1593        Joseph James Brewing Company           Henderson
## 1594        Joseph James Brewing Company           Henderson
## 1600                 Sixpoint Craft Ales            Brooklyn
## 1621           Southampton Publick House         Southampton
## 1623                  KelSo Beer Company            Brooklyn
## 1624          Blue Point Brewing Company           Patchogue
## 1625                Matt Brewing Company               Utica
## 1626             Upstate Brewing Company              Elmira
## 1627                    Brooklyn Brewery            Brooklyn
## 1628                 Sixpoint Craft Ales            Brooklyn
## 1629                   The Bronx Brewery               Bronx
## 1630                 Sixpoint Craft Ales            Brooklyn
## 1631                   Evil Twin Brewing            Brooklyn
## 1632                 Sixpoint Craft Ales            Brooklyn
## 1633                 Sixpoint Craft Ales            Brooklyn
## 1634                 Sixpoint Craft Ales            Brooklyn
## 1635                Matt Brewing Company               Utica
## 1636             Upstate Brewing Company              Elmira
## 1637                     Chatham Brewing             Chatham
## 1638                 Sixpoint Craft Ales            Brooklyn
## 1639              Dundee Brewing Company           Rochester
## 1640                 Sixpoint Craft Ales            Brooklyn
## 1641                    Brooklyn Brewery            Brooklyn
## 1642                   The Bronx Brewery               Bronx
## 1643                   Evil Twin Brewing            Brooklyn
## 1644                 Sixpoint Craft Ales            Brooklyn
## 1645                 Sixpoint Craft Ales            Brooklyn
## 1646                 Sixpoint Craft Ales            Brooklyn
## 1647                Matt Brewing Company               Utica
## 1648             Montauk Brewing Company             Montauk
## 1649                  KelSo Beer Company            Brooklyn
## 1650                Matt Brewing Company               Utica
## 1651                 Sixpoint Craft Ales            Brooklyn
## 1652                Matt Brewing Company               Utica
## 1653                  KelSo Beer Company            Brooklyn
## 1654             Montauk Brewing Company             Montauk
## 1655                Matt Brewing Company               Utica
## 1656                   Evil Twin Brewing            Brooklyn
## 1657                    Brooklyn Brewery            Brooklyn
## 1658                 Sixpoint Craft Ales            Brooklyn
## 1659                    Brooklyn Brewery            Brooklyn
## 1661                Matt Brewing Company               Utica
## 1662                 Sixpoint Craft Ales            Brooklyn
## 1663                 Sixpoint Craft Ales            Brooklyn
## 1664                    Brooklyn Brewery            Brooklyn
## 1665                 Sixpoint Craft Ales            Brooklyn
## 1666                     Chatham Brewing             Chatham
## 1667                 Sixpoint Craft Ales            Brooklyn
## 1668                 Sixpoint Craft Ales            Brooklyn
## 1675             Madtree Brewing Company          Cincinnati
## 1680            Jackie O's Pub & Brewery              Athens
## 1683              Catawba Island Brewing        Port Clinton
## 1686             Madtree Brewing Company          Cincinnati
## 1687             Madtree Brewing Company          Cincinnati
## 1688         Seventh Son Brewing Company            Columbus
## 1689            Elevator Brewing Company            Columbus
## 1690             Madtree Brewing Company          Cincinnati
## 1691         Four String Brewing Company            Columbus
## 1692                  Fat Head's Brewery  Middleburg Heights
## 1693                  Fat Head's Brewery  Middleburg Heights
## 1694             Madtree Brewing Company          Cincinnati
## 1695                  Rhinegeist Brewery          Cincinnati
## 1696           Rivertown Brewing Company            Lockland
## 1697         Angry Orchard Cider Company          Cincinnati
## 1698             Madtree Brewing Company          Cincinnati
## 1699                  Rhinegeist Brewery          Cincinnati
## 1700         Seventh Son Brewing Company            Columbus
## 1701             Madtree Brewing Company          Cincinnati
## 1702                     Buckeye Brewing           Cleveland
## 1703                  Rhinegeist Brewery          Cincinnati
## 1704             Madtree Brewing Company          Cincinnati
## 1705           Rivertown Brewing Company            Lockland
## 1706         Warped Wing Brewing Company              Dayton
## 1707         Warped Wing Brewing Company              Dayton
## 1708               Platform Beer Company           Cleveland
## 1709         Seventh Son Brewing Company            Columbus
## 1710             Madtree Brewing Company          Cincinnati
## 1711                  Rhinegeist Brewery          Cincinnati
## 1712  Christian Moerlein Brewing Company          Cincinnati
## 1713                    Portside Brewery           Cleveland
## 1714         Warped Wing Brewing Company              Dayton
## 1715            Jackie O's Pub & Brewery              Athens
## 1716         Angry Orchard Cider Company          Cincinnati
## 1717         Warped Wing Brewing Company              Dayton
## 1719                      COOP Ale Works       Oklahoma City
## 1723              Anthem Brewing Company       Oklahoma City
## 1726        Dead Armadillo Craft Brewing               Tulsa
## 1727             Mustang Brewing Company             Mustang
## 1728              Anthem Brewing Company       Oklahoma City
## 1729                      COOP Ale Works       Oklahoma City
## 1730             Mustang Brewing Company             Mustang
## 1731              Anthem Brewing Company       Oklahoma City
## 1732             Mustang Brewing Company             Mustang
## 1733           RoughTail Brewing Company        Midwest City
## 1734           RoughTail Brewing Company        Midwest City
## 1735           RoughTail Brewing Company        Midwest City
## 1736                      COOP Ale Works       Oklahoma City
## 1737           10 Barrel Brewing Company                Bend
## 1746             Caldera Brewing Company             Ashland
## 1751            Fearless Brewing Company            Estacada
## 1753                  2 Towns Ciderhouse           Corvallis
## 1759               Base Camp Brewing Co.            Portland
## 1763             Astoria Brewing Company             Astoria
## 1775              Hopworks Urban Brewery            Portland
## 1776              Hopworks Urban Brewery            Portland
## 1777              Hopworks Urban Brewery            Portland
## 1778              Red Tank Cider Company                Bend
## 1779                Burnside Brewing Co.            Portland
## 1780     Southern Oregon Brewing Company             Medford
## 1781            Fearless Brewing Company            Estacada
## 1782            Fearless Brewing Company            Estacada
## 1783                 Fort George Brewery             Astoria
## 1784              Hopworks Urban Brewery            Portland
## 1785              Hopworks Urban Brewery            Portland
## 1786          Occidental Brewing Company            Portland
## 1787          Occidental Brewing Company            Portland
## 1788              Worthy Brewing Company                Bend
## 1789     Widmer Brothers Brewing Company            Portland
## 1790            Fearless Brewing Company            Estacada
## 1791              Worthy Brewing Company                Bend
## 1792            Fearless Brewing Company            Estacada
## 1793            Fearless Brewing Company            Estacada
## 1794              Hopworks Urban Brewery            Portland
## 1795              Hopworks Urban Brewery            Portland
## 1796              Hopworks Urban Brewery            Portland
## 1797           Good Life Brewing Company                Bend
## 1798                      Natian Brewery            Portland
## 1799              Hopworks Urban Brewery            Portland
## 1800              Hopworks Urban Brewery            Portland
## 1801          Occidental Brewing Company            Portland
## 1802                       Blue Dog Mead              Eugene
## 1803                       Blue Dog Mead              Eugene
## 1804          Cascadia Ciderworks United            Portland
## 1805          Cascadia Ciderworks United            Portland
## 1806              Hopworks Urban Brewery            Portland
## 1807              Hopworks Urban Brewery            Portland
## 1808                 Fort George Brewery             Astoria
## 1809                 Fort George Brewery             Astoria
## 1810           Good Life Brewing Company                Bend
## 1811                      Natian Brewery            Portland
## 1812                 Fort George Brewery             Astoria
## 1813                 Fort George Brewery             Astoria
## 1814              Hopworks Urban Brewery            Portland
## 1815                 Fort George Brewery             Astoria
## 1816              Worthy Brewing Company                Bend
## 1817              Worthy Brewing Company                Bend
## 1818     Widmer Brothers Brewing Company            Portland
## 1819              Hopworks Urban Brewery            Portland
## 1820                 Fort George Brewery             Astoria
## 1821             Caldera Brewing Company             Ashland
## 1822        MacTarnahans Brewing Company            Portland
## 1823          Hop Valley Brewing Company         Springfield
## 1824          Hop Valley Brewing Company         Springfield
## 1825                Three Creeks Brewing             Sisters
## 1826                Three Creeks Brewing             Sisters
## 1827                 Fort George Brewery             Astoria
## 1828              Worthy Brewing Company                Bend
## 1829                 Fort George Brewery             Astoria
## 1830                 Fort George Brewery             Astoria
## 1831                 Fort George Brewery             Astoria
## 1832                    Oakshire Brewing              Eugene
## 1833             Caldera Brewing Company             Ashland
## 1834                    Oakshire Brewing              Eugene
## 1835                    Oakshire Brewing              Eugene
## 1836                Three Creeks Brewing             Sisters
## 1837              Hopworks Urban Brewery            Portland
## 1838                      Natian Brewery            Portland
## 1839                      Natian Brewery            Portland
## 1840          Hop Valley Brewing Company         Springfield
## 1841                      Natian Brewery            Portland
## 1842              Hopworks Urban Brewery            Portland
## 1843          Hop Valley Brewing Company         Springfield
## 1844        MacTarnahans Brewing Company            Portland
## 1845           Coalition Brewing Company            Portland
## 1846     Widmer Brothers Brewing Company            Portland
## 1847                          Rogue Ales             Newport
## 1848                      Natian Brewery            Portland
## 1849          Hop Valley Brewing Company         Springfield
## 1850          Hop Valley Brewing Company         Springfield
## 1851                    Oakshire Brewing              Eugene
## 1852                Goodlife Brewing Co.                Bend
## 1853              Hopworks Urban Brewery            Portland
## 1854              Hopworks Urban Brewery            Portland
## 1855             Caldera Brewing Company             Ashland
## 1856          Hop Valley Brewing Company         Springfield
## 1857              Hopworks Urban Brewery            Portland
## 1858           Coalition Brewing Company            Portland
## 1859                   Deschutes Brewery                Bend
## 1860             Caldera Brewing Company             Ashland
## 1861              Hopworks Urban Brewery            Portland
## 1875                      Straub Brewery           St Mary's
## 1891                      Straub Brewery           St Mary's
## 1913             Sly Fox Brewing Company           Pottstown
## 1915            Hop Farm Brewing Company          Pittsburgh
## 1916        Spring House Brewing Company           Conestoga
## 1917             Sly Fox Brewing Company           Pottstown
## 1918 Jack's Hard Cider (Hauser Estate...         Biglerville
## 1919                  Round Guys Brewing            Lansdale
## 1920             Sly Fox Brewing Company        Phoenixville
## 1921              Lavery Brewing Company                Erie
## 1922             Sly Fox Brewing Company           Pottstown
## 1923                           Mikkeller           Pottstown
## 1924             Sly Fox Brewing Company           Pottstown
## 1925              Boxcar Brewing Company        West Chester
## 1926          Rivertowne Brewing Company              Export
## 1927           Old Forge Brewing Company            Danville
## 1928             Sly Fox Brewing Company           Pottstown
## 1929           Lancaster Brewing Company           Lancaster
## 1930                  Round Guys Brewing            Lansdale
## 1931          Rivertowne Brewing Company              Export
## 1932             Sly Fox Brewing Company           Pottstown
## 1933                      Voodoo Brewery           Meadville
## 1934               Vault Brewing Company             Yardley
## 1935          Rivertowne Brewing Company              Export
## 1936              Boxcar Brewing Company        West Chester
## 1937              Tröegs Brewing Company             Hershey
## 1938             Sly Fox Brewing Company           Pottstown
## 1940            Hop Farm Brewing Company          Pittsburgh
## 1941            Manayunk Brewing Company        Philadelphia
## 1942            Manayunk Brewing Company        Philadelphia
## 1943     Neshaminy Creek Brewing Company             Croydon
## 1944            Manayunk Brewing Company        Philadelphia
## 1945 Jack's Hard Cider (Hauser Estate...         Biglerville
## 1946           Old Forge Brewing Company            Danville
## 1947           Old Forge Brewing Company            Danville
## 1948                 Liquid Hero Brewery                York
## 1949           Old Forge Brewing Company            Danville
## 1951              Lavery Brewing Company                Erie
## 1952                           Mikkeller           Pottstown
## 1953           Old Forge Brewing Company            Danville
## 1954          Rivertowne Brewing Company              Export
## 1955          Rivertowne Brewing Company              Export
## 1956              Tröegs Brewing Company             Hershey
## 1957     Neshaminy Creek Brewing Company             Croydon
## 1958           Old Forge Brewing Company            Danville
## 1959             Sly Fox Brewing Company           Pottstown
## 1960        Swashbuckler Brewing Company             Manheim
## 1969     Coastal Extreme Brewing Company             Newport
## 1970   Grey Sail Brewing of Rhode Island            Westerly
## 1971        Narragansett Brewing Company          Providence
## 1972   Grey Sail Brewing of Rhode Island            Westerly
## 1973        Narragansett Brewing Company          Providence
## 1974        Narragansett Brewing Company          Providence
## 1975        Narragansett Brewing Company          Providence
## 1976     Coastal Extreme Brewing Company             Newport
## 1977        Narragansett Brewing Company          Providence
## 1978        Narragansett Brewing Company          Providence
## 1979     Coastal Extreme Brewing Company             Newport
## 1980           Foolproof Brewing Company           Pawtucket
## 1981   Grey Sail Brewing of Rhode Island            Westerly
## 1982   Grey Sail Brewing of Rhode Island            Westerly
## 1983        Narragansett Brewing Company          Providence
## 1984           Grey Sail Brewing Company            Westerly
## 1985        Narragansett Brewing Company          Providence
## 1986        Narragansett Brewing Company          Providence
## 1987           Foolproof Brewing Company           Pawtucket
## 1988   Grey Sail Brewing of Rhode Island            Westerly
## 1991           Westbrook Brewing Company        Mt. Pleasant
## 1993           Westbrook Brewing Company        Mt. Pleasant
## 1995           New South Brewing Company        Myrtle Beach
## 1998               COAST Brewing Company          Charleston
## 1999               Quest Brewing Company          Greenville
## 2000           New South Brewing Company        Myrtle Beach
## 2001               COAST Brewing Company          Charleston
## 2002               Quest Brewing Company          Greenville
## 2005           Crow Peak Brewing Company           Spearfish
## 2006           Crow Peak Brewing Company           Spearfish
## 2008           Crow Peak Brewing Company           Spearfish
## 2011           Jackalope Brewing Company           Nashville
## 2012            Wiseacre Brewing Company             Memphis
## 2013            Wiseacre Brewing Company             Memphis
## 2014            Wiseacre Brewing Company             Memphis
## 2015           Big River Brewing Company         Chattanooga
## 2019           Twisted X Brewing Company    Dripping Springs
## 2021                 Cedar Creek Brewery        Seven Points
## 2027            Freetail Brewing Company         San Antonio
## 2057           Twisted X Brewing Company    Dripping Springs
## 2058 Uncle Billy's Brewery and Smokeh...              Austin
## 2059             Karbach Brewing Company             Houston
## 2060       Buffalo Bayou Brewing Company             Houston
## 2061         Oasis Texas Brewing Company              Austin
## 2062                South Austin Brewery        South Austin
## 2063            Real Ale Brewing Company              Blanco
## 2064                  Texian Brewing Co.            Richmond
## 2065        Martin House Brewing Company          Fort Worth
## 2066            Big Bend Brewing Company              Alpine
## 2067                Hops & Grain Brewery              Austin
## 2068             Karbach Brewing Company             Houston
## 2069          Deep Ellum Brewing Company              Dallas
## 2070                  Texian Brewing Co.            Richmond
## 2071        Four Corners Brewing Company              Dallas
## 2073          Deep Ellum Brewing Company              Dallas
## 2074        Martin House Brewing Company          Fort Worth
## 2075         Oasis Texas Brewing Company              Austin
## 2076       Southern Star Brewing Company              Conroe
## 2078            Freetail Brewing Company         San Antonio
## 2079        Four Corners Brewing Company              Dallas
## 2080                    Austin Beerworks              Austin
## 2081            Real Ale Brewing Company              Blanco
## 2082       Southern Star Brewing Company              Conroe
## 2083         Oasis Texas Brewing Company              Austin
## 2085       Southern Star Brewing Company              Conroe
## 2086         Oasis Texas Brewing Company              Austin
## 2087                 Cedar Creek Brewery        Seven Points
## 2088                 Cedar Creek Brewery        Seven Points
## 2089       Buffalo Bayou Brewing Company             Houston
## 2090            Freetail Brewing Company         San Antonio
## 2091            Big Bend Brewing Company              Alpine
## 2092       Southern Star Brewing Company              Conroe
## 2093            Freetail Brewing Company         San Antonio
## 2094           Twisted X Brewing Company    Dripping Springs
## 2095                 Cedar Creek Brewery        Seven Points
## 2096          Deep Ellum Brewing Company              Dallas
## 2098          Deep Ellum Brewing Company              Dallas
## 2099        Martin House Brewing Company          Fort Worth
## 2100              Pete's Brewing Company         San Antonio
## 2101            Real Ale Brewing Company              Blanco
## 2102            Freetail Brewing Company         San Antonio
## 2103        Martin House Brewing Company          Fort Worth
## 2104            Freetail Brewing Company         San Antonio
## 2105            Freetail Brewing Company         San Antonio
## 2106              Pete's Brewing Company         San Antonio
## 2107                    Austin Beerworks              Austin
## 2108            Real Ale Brewing Company              Blanco
## 2109                South Austin Brewery        South Austin
## 2110        Martin House Brewing Company          Fort Worth
## 2112                South Austin Brewery        South Austin
## 2113        Martin House Brewing Company          Fort Worth
## 2114        Martin House Brewing Company          Fort Worth
## 2115       Southern Star Brewing Company              Conroe
## 2116       Southern Star Brewing Company              Conroe
## 2117                Hops & Grain Brewery              Austin
## 2118        Martin House Brewing Company          Fort Worth
## 2119            Freetail Brewing Company         San Antonio
## 2120            Real Ale Brewing Company              Blanco
## 2121                    Austin Beerworks              Austin
## 2122       Southern Star Brewing Company              Conroe
## 2123       Southern Star Brewing Company              Conroe
## 2124          Deep Ellum Brewing Company              Dallas
## 2125       Southern Star Brewing Company              Conroe
## 2126                    Austin Beerworks              Austin
## 2127            Real Ale Brewing Company              Blanco
## 2128            Real Ale Brewing Company              Blanco
## 2129                Hops & Grain Brewery              Austin
## 2130         Rahr & Sons Brewing Company          Fort Worth
## 2131       Hops & Grains Brewing Company              Austin
## 2132          Deep Ellum Brewing Company              Dallas
## 2133         Rahr & Sons Brewing Company          Fort Worth
## 2134        Independence Brewing Company              Austin
## 2135            Infamous Brewing Company              Austin
## 2136                Hops & Grain Brewery              Austin
## 2137        New Republic Brewing Company     College Station
## 2138        New Republic Brewing Company     College Station
## 2139       Southern Star Brewing Company              Conroe
## 2140        Independence Brewing Company              Austin
## 2141       Southern Star Brewing Company              Conroe
## 2142       Southern Star Brewing Company              Conroe
## 2143            Infamous Brewing Company              Austin
## 2144        Independence Brewing Company              Austin
## 2145       Southern Star Brewing Company              Conroe
## 2151               Uinta Brewing Company      Salt Lake City
## 2152            Utah Brewers Cooperative      Salt Lake City
## 2154               Uinta Brewing Company      Salt Lake City
## 2155                        Moab Brewery                Moab
## 2158               Uinta Brewing Company      Salt Lake City
## 2159               Uinta Brewing Company      Salt Lake City
## 2161            Utah Brewers Cooperative      Salt Lake City
## 2162            Utah Brewers Cooperative      Salt Lake City
## 2163                        Moab Brewery                Moab
## 2164                    Bohemian Brewery             Midvale
## 2165                    Bohemian Brewery             Midvale
## 2166               Uinta Brewing Company      Salt Lake City
## 2167            Utah Brewers Cooperative      Salt Lake City
## 2168               Uinta Brewing Company      Salt Lake City
## 2169                        Moab Brewery                Moab
## 2170                    Bohemian Brewery             Midvale
## 2171               Uinta Brewing Company      Salt Lake City
## 2172          Smartmouth Brewing Company             Norfolk
## 2173       Three Notch'd Brewing Company     Charlottesville
## 2176          Smartmouth Brewing Company             Norfolk
## 2177            Champion Brewing Company     Charlottesville
## 2178    Devil's Backbone Brewing Company           Lexington
## 2179       Three Notch'd Brewing Company     Charlottesville
## 2180            Champion Brewing Company     Charlottesville
## 2181 Center of the Universe Brewing C...             Ashland
## 2182           Wild Wolf Brewing Company          Nellysford
## 2183            Champion Brewing Company     Charlottesville
## 2184           Wild Wolf Brewing Company          Nellysford
## 2185               Blue Mountain Brewery               Afton
## 2186    Devil's Backbone Brewing Company           Lexington
## 2187               Blue Mountain Brewery               Afton
## 2188        Hardywood Park Craft Brewery            Richmond
## 2189            Champion Brewing Company     Charlottesville
## 2190          Lost Rhino Brewing Company             Ashburn
## 2191               Blue Mountain Brewery               Afton
## 2192               Beach Brewing Company      Virginia Beach
## 2193                  Starr Hill Brewery              Crozet
## 2194          Lost Rhino Brewing Company             Ashburn
## 2195         Sunken City Brewing Company               Hardy
## 2196          Smartmouth Brewing Company             Norfolk
## 2197                  Starr Hill Brewery              Crozet
## 2198               Blue Mountain Brewery               Afton
## 2199                  Starr Hill Brewery              Crozet
## 2200 Center of the Universe Brewing C...             Ashland
## 2201                Flying Mouse Brewery          Troutville
## 2202                  Starr Hill Brewery              Crozet
## 2203        Hardywood Park Craft Brewery            Richmond
## 2204        Hardywood Park Craft Brewery            Richmond
## 2205          Wolf Hills Brewing Company            Abingdon
## 2206                Flying Mouse Brewery          Troutville
## 2207           Wild Wolf Brewing Company          Nellysford
## 2208         Sunken City Brewing Company               Hardy
## 2209               Blue Mountain Brewery           Arrington
## 2210 Center of the Universe Brewing C...             Ashland
## 2211           Roanoke Railhouse Brewery             Roanoke
## 2216          Fiddlehead Brewing Company           Shelburne
## 2222          Long Trail Brewing Company Bridgewater Corners
## 2223                       The Alchemist           Waterbury
## 2224          Long Trail Brewing Company Bridgewater Corners
## 2225                       The Alchemist           Waterbury
## 2226                 Lost Nation Brewing      East Fairfield
## 2227          Long Trail Brewing Company Bridgewater Corners
## 2228                       The Alchemist           Waterbury
## 2229                 Otter Creek Brewing          Middlebury
## 2230                 Otter Creek Brewing           Waterbury
## 2231                Woodchuck Hard Cider          Middlebury
## 2232                       The Alchemist           Waterbury
## 2233                       The Alchemist           Waterbury
## 2234                       The Alchemist           Waterbury
## 2235          Long Trail Brewing Company Bridgewater Corners
## 2236           Magic Hat Brewing Company    South Burlington
## 2237           Magic Hat Brewing Company    South Burlington
## 2238                 Lost Nation Brewing      East Fairfield
## 2242             Fremont Brewing Company             Seattle
## 2247               Aslan Brewing Company          Bellingham
## 2264             Fremont Brewing Company             Seattle
## 2265                 Schilling & Company             Seattle
## 2266             Orlison Brewing Company      Airway Heights
## 2267           Two Beers Brewing Company             Seattle
## 2268               Seattle Cider Company             Seattle
## 2269           Two Beers Brewing Company             Seattle
## 2270             Fremont Brewing Company             Seattle
## 2271                 Everybody's Brewing        White Salmon
## 2272           Two Beers Brewing Company             Seattle
## 2273                     Hilliard's Beer             Seattle
## 2274           Two Beers Brewing Company             Seattle
## 2275                     Hilliard's Beer             Seattle
## 2276             Fremont Brewing Company             Seattle
## 2277              7 Seas Brewing Company          Gig Harbor
## 2278                     Redhook Brewery         Woodinville
## 2279              7 Seas Brewing Company          Gig Harbor
## 2280                     Redhook Brewery         Woodinville
## 2281               Seattle Cider Company             Seattle
## 2282             Fremont Brewing Company             Seattle
## 2283           Northwest Brewing Company             Pacific
## 2284        Bale Breaker Brewing Company              Yakima
## 2285             Airways Brewing Company                Kent
## 2286           Two Beers Brewing Company             Seattle
## 2287           Two Beers Brewing Company             Seattle
## 2288             Airways Brewing Company                Kent
## 2289           Two Beers Brewing Company             Seattle
## 2290                 Schilling & Company             Seattle
## 2291             Orlison Brewing Company      Airway Heights
## 2292             Amnesia Brewing Company           Washougal
## 2293           Two Beers Brewing Company             Seattle
## 2294                   Pyramid Breweries             Seattle
## 2295              7 Seas Brewing Company          Gig Harbor
## 2296             Airways Brewing Company                Kent
## 2297               Churchkey Can Company             Seattle
## 2298                     Kulshan Brewery          Bellingham
## 2299                     Hilliard's Beer             Seattle
## 2300           Two Beers Brewing Company             Seattle
## 2301                 Schilling & Company             Seattle
## 2302           Two Beers Brewing Company             Seattle
## 2303                     Hilliard's Beer             Seattle
## 2304              Dick's Brewing Company           Centralia
## 2305           Northwest Brewing Company             Pacific
## 2306        Dirty Bucket Brewing Company         Woodinville
## 2323                     Capital Brewery           Middleton
## 2326               Stevens Point Brewery       Stevens Point
## 2352           Milwaukee Brewing Company           Milwaukee
## 2353                  Northwoods Brewpub          Eau Claire
## 2354          James Page Brewing Company       Stevens Point
## 2355               Stevens Point Brewery       Stevens Point
## 2356           Milwaukee Brewing Company           Milwaukee
## 2357                Minhas Craft Brewery              Monroe
## 2358               Stevens Point Brewery       Stevens Point
## 2359             Lucette Brewing Company           Menominie
## 2360             Lucette Brewing Company           Menominie
## 2361                Minhas Craft Brewery              Monroe
## 2362               Stevens Point Brewery       Stevens Point
## 2363                 Horny Goat Brew Pub           Milwaukee
## 2364                     Capital Brewery           Middleton
## 2365                  Hinterland Brewery           Green Bay
## 2366               Stevens Point Brewery       Stevens Point
## 2367                     Dave's Brewfarm              Wilson
## 2368            Sprecher Brewing Company            Glendale
## 2369          James Page Brewing Company       Stevens Point
## 2370               Stevens Point Brewery       Stevens Point
## 2371               Stevens Point Brewery       Stevens Point
## 2372               Stevens Point Brewery       Stevens Point
## 2373               Stevens Point Brewery       Stevens Point
## 2374                Minhas Craft Brewery              Monroe
## 2375                Minhas Craft Brewery              Monroe
## 2376               Stevens Point Brewery       Stevens Point
## 2377               Stevens Point Brewery       Stevens Point
## 2378          James Page Brewing Company       Stevens Point
## 2379           Milwaukee Brewing Company           Milwaukee
## 2380            Sprecher Brewing Company            Glendale
## 2381                        Angry Minnow             Hayward
## 2382           Milwaukee Brewing Company           Milwaukee
## 2383               Stevens Point Brewery       Stevens Point
## 2384                Minhas Craft Brewery              Monroe
## 2385                Minhas Craft Brewery              Monroe
## 2386                   Lazy Monk Brewing          Eau Claire
## 2387           Milwaukee Brewing Company           Milwaukee
## 2388               Stevens Point Brewery       Stevens Point
## 2389               Stevens Point Brewery       Stevens Point
## 2390               Stevens Point Brewery       Stevens Point
## 2391               Stevens Point Brewery       Stevens Point
## 2392          James Page Brewing Company       Stevens Point
## 2393           Milwaukee Brewing Company           Milwaukee
## 2394   Greenbrier Valley Brewing Company           Lewisburg
## 2395   Greenbrier Valley Brewing Company           Lewisburg
## 2396         Black Tooth Brewing Company            Sheridan
## 2397     The Black Tooth Brewing Company            Sheridan
## 2398     The Black Tooth Brewing Company            Sheridan
## 2399     The Black Tooth Brewing Company            Sheridan
## 2400     The Black Tooth Brewing Company            Sheridan
## 2401         Black Tooth Brewing Company            Sheridan
## 2402         Snake River Brewing Company             Jackson
## 2403          Wind River Brewing Company            Pinedale
## 2404         Snake River Brewing Company             Jackson
## 2405          Wind River Brewing Company            Pinedale
## 2406         Snake River Brewing Company             Jackson
## 2407         Snake River Brewing Company             Jackson
## 2408         Snake River Brewing Company             Jackson
## 2409         Snake River Brewing Company             Jackson
## 2410         Snake River Brewing Company             Jackson
##                     State
## 3                  Alaska
## 4                  Alaska
## 6                  Alaska
## 7                  Alaska
## 8                  Alaska
## 9                  Alaska
## 10                 Alaska
## 11                 Alaska
## 12                 Alaska
## 13                 Alaska
## 14                 Alaska
## 15                 Alaska
## 16                 Alaska
## 17                 Alaska
## 18                 Alaska
## 19                 Alaska
## 20                 Alaska
## 21                 Alaska
## 22                 Alaska
## 23                 Alaska
## 24                 Alaska
## 25                 Alaska
## 27                Alabama
## 28                Alabama
## 29                Alabama
## 30                Alabama
## 31                Alabama
## 32                Alabama
## 33                Alabama
## 34                Alabama
## 35                Alabama
## 36               Arkansas
## 38               Arkansas
## 40               Arkansas
## 48                Arizona
## 65                Arizona
## 66                Arizona
## 67                Arizona
## 68                Arizona
## 69                Arizona
## 70                Arizona
## 71                Arizona
## 72                Arizona
## 73                Arizona
## 74                Arizona
## 75                Arizona
## 77                Arizona
## 78                Arizona
## 79                Arizona
## 80                Arizona
## 81                Arizona
## 82                Arizona
## 83                Arizona
## 84                Arizona
## 85                Arizona
## 86                Arizona
## 87                Arizona
## 96             California
## 136            California
## 137            California
## 138            California
## 139            California
## 140            California
## 141            California
## 142            California
## 143            California
## 144            California
## 145            California
## 146            California
## 147            California
## 148            California
## 149            California
## 150            California
## 151            California
## 152            California
## 153            California
## 154            California
## 155            California
## 156            California
## 157            California
## 158            California
## 159            California
## 160            California
## 161            California
## 162            California
## 163            California
## 164            California
## 165            California
## 166            California
## 167            California
## 168            California
## 169            California
## 170            California
## 171            California
## 172            California
## 173            California
## 174            California
## 175            California
## 176            California
## 177            California
## 178            California
## 179            California
## 180            California
## 181            California
## 182            California
## 183            California
## 184            California
## 185            California
## 186            California
## 187            California
## 188            California
## 189            California
## 190            California
## 191            California
## 192            California
## 193            California
## 194            California
## 195            California
## 196            California
## 197            California
## 198            California
## 199            California
## 200            California
## 201            California
## 202            California
## 203            California
## 204            California
## 205            California
## 206            California
## 207            California
## 208            California
## 209            California
## 210            California
## 211            California
## 212            California
## 213            California
## 214            California
## 215            California
## 216            California
## 217            California
## 218            California
## 219            California
## 220            California
## 221            California
## 222            California
## 223            California
## 224            California
## 225            California
## 226            California
## 227            California
## 228            California
## 229            California
## 230            California
## 231            California
## 232            California
## 233            California
## 234            California
## 235            California
## 236            California
## 237            California
## 238            California
## 239            California
## 240            California
## 241            California
## 242            California
## 243            California
## 244            California
## 245            California
## 246            California
## 247            California
## 248            California
## 249            California
## 250            California
## 251            California
## 252            California
## 253            California
## 254            California
## 256            California
## 257            California
## 258            California
## 259            California
## 260            California
## 261            California
## 262            California
## 263            California
## 264            California
## 265            California
## 266            California
## 267            California
## 268            California
## 269            California
## 270            California
## 390              Colorado
## 391              Colorado
## 392              Colorado
## 393              Colorado
## 394              Colorado
## 395              Colorado
## 396              Colorado
## 397              Colorado
## 399              Colorado
## 400              Colorado
## 402              Colorado
## 403              Colorado
## 404              Colorado
## 405              Colorado
## 406              Colorado
## 407              Colorado
## 408              Colorado
## 409              Colorado
## 410              Colorado
## 411              Colorado
## 412              Colorado
## 413              Colorado
## 414              Colorado
## 415              Colorado
## 417              Colorado
## 419              Colorado
## 420              Colorado
## 421              Colorado
## 422              Colorado
## 423              Colorado
## 424              Colorado
## 425              Colorado
## 426              Colorado
## 427              Colorado
## 428              Colorado
## 429              Colorado
## 430              Colorado
## 431              Colorado
## 432              Colorado
## 433              Colorado
## 434              Colorado
## 435              Colorado
## 436              Colorado
## 437              Colorado
## 438              Colorado
## 439              Colorado
## 440              Colorado
## 441              Colorado
## 442              Colorado
## 443              Colorado
## 444              Colorado
## 446              Colorado
## 448              Colorado
## 449              Colorado
## 450              Colorado
## 451              Colorado
## 452              Colorado
## 453              Colorado
## 454              Colorado
## 455              Colorado
## 456              Colorado
## 457              Colorado
## 459              Colorado
## 460              Colorado
## 461              Colorado
## 462              Colorado
## 463              Colorado
## 464              Colorado
## 465              Colorado
## 466              Colorado
## 467              Colorado
## 468              Colorado
## 469              Colorado
## 470              Colorado
## 471              Colorado
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## 473              Colorado
## 474              Colorado
## 476              Colorado
## 477              Colorado
## 478              Colorado
## 479              Colorado
## 480              Colorado
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## 482              Colorado
## 483              Colorado
## 484              Colorado
## 486              Colorado
## 487              Colorado
## 488              Colorado
## 489              Colorado
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## 491              Colorado
## 492              Colorado
## 493              Colorado
## 494              Colorado
## 495              Colorado
## 496              Colorado
## 497              Colorado
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## 500              Colorado
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## 503              Colorado
## 504              Colorado
## 505              Colorado
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## 512              Colorado
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## 529              Colorado
## 530              Colorado
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## 532              Colorado
## 533              Colorado
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## 538           Connecticut
## 554           Connecticut
## 557           Connecticut
## 558           Connecticut
## 559           Connecticut
## 560           Connecticut
## 561           Connecticut
## 562           Connecticut
## 567  District of Columbia
## 568  District of Columbia
## 569  District of Columbia
## 570  District of Columbia
## 572              Delaware
## 579               Florida
## 585               Florida
## 589               Florida
## 593               Florida
## 594               Florida
## 595               Florida
## 596               Florida
## 597               Florida
## 598               Florida
## 599               Florida
## 600               Florida
## 601               Florida
## 602               Florida
## 603               Florida
## 605               Florida
## 606               Florida
## 607               Florida
## 608               Florida
## 609               Florida
## 610               Florida
## 611               Florida
## 612               Florida
## 613               Florida
## 614               Florida
## 615               Florida
## 616               Florida
## 617               Florida
## 618               Florida
## 619               Florida
## 620               Florida
## 621               Florida
## 622               Florida
## 623               Florida
## 624               Florida
## 625               Florida
## 626               Florida
## 627               Florida
## 628               Florida
## 629               Florida
## 630               Florida
## 632               Georgia
## 634               Georgia
## 637               Georgia
## 638               Georgia
## 640               Georgia
## 641               Georgia
## 642               Georgia
## 643               Georgia
## 644               Georgia
## 645               Georgia
## 646               Georgia
## 649                Hawaii
## 656                Hawaii
## 657                Hawaii
## 658                Hawaii
## 659                Hawaii
## 660                Hawaii
## 661                Hawaii
## 662                Hawaii
## 663                Hawaii
## 664                Hawaii
## 665                Hawaii
## 666                Hawaii
## 667                Hawaii
## 668                Hawaii
## 669                Hawaii
## 670                Hawaii
## 671                Hawaii
## 672                Hawaii
## 673                Hawaii
## 676                  Iowa
## 679                  Iowa
## 680                  Iowa
## 681                  Iowa
## 682                  Iowa
## 683                  Iowa
## 684                  Iowa
## 685                  Iowa
## 686                  Iowa
## 687                  Iowa
## 688                  Iowa
## 689                  Iowa
## 690                  Iowa
## 691                  Iowa
## 692                  Iowa
## 693                  Iowa
## 694                  Iowa
## 695                  Iowa
## 696                  Iowa
## 697                  Iowa
## 698                  Iowa
## 699                  Iowa
## 700                  Iowa
## 701                  Iowa
## 702                  Iowa
## 703                  Iowa
## 706                 Idaho
## 709                 Idaho
## 710                 Idaho
## 714                 Idaho
## 717                 Idaho
## 718                 Idaho
## 719                 Idaho
## 720                 Idaho
## 721                 Idaho
## 722                 Idaho
## 723                 Idaho
## 724                 Idaho
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## 726                 Idaho
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## 728                 Idaho
## 729                 Idaho
## 730                 Idaho
## 731                 Idaho
## 732                 Idaho
## 733                 Idaho
## 786              Illinois
## 787              Illinois
## 788              Illinois
## 789              Illinois
## 790              Illinois
## 791              Illinois
## 792              Illinois
## 793              Illinois
## 794              Illinois
## 795              Illinois
## 796              Illinois
## 797              Illinois
## 798              Illinois
## 799              Illinois
## 800              Illinois
## 801              Illinois
## 802              Illinois
## 803              Illinois
## 804              Illinois
## 805              Illinois
## 806              Illinois
## 807              Illinois
## 808              Illinois
## 809              Illinois
## 810              Illinois
## 811              Illinois
## 812              Illinois
## 813              Illinois
## 814              Illinois
## 815              Illinois
## 816              Illinois
## 817              Illinois
## 818              Illinois
## 819              Illinois
## 820              Illinois
## 821              Illinois
## 822              Illinois
## 823              Illinois
## 824              Illinois
## 855               Indiana
## 861               Indiana
## 869               Indiana
## 872               Indiana
## 873               Indiana
## 874               Indiana
## 875               Indiana
## 876               Indiana
## 877               Indiana
## 878               Indiana
## 879               Indiana
## 880               Indiana
## 881               Indiana
## 882               Indiana
## 883               Indiana
## 884               Indiana
## 885               Indiana
## 886               Indiana
## 887               Indiana
## 888               Indiana
## 889               Indiana
## 890               Indiana
## 891               Indiana
## 892               Indiana
## 893               Indiana
## 894               Indiana
## 895               Indiana
## 896               Indiana
## 897               Indiana
## 898               Indiana
## 899               Indiana
## 900               Indiana
## 901               Indiana
## 902               Indiana
## 903               Indiana
## 904               Indiana
## 905               Indiana
## 906               Indiana
## 907               Indiana
## 908               Indiana
## 909               Indiana
## 910               Indiana
## 911               Indiana
## 912               Indiana
## 913               Indiana
## 914               Indiana
## 915               Indiana
## 916               Indiana
## 917               Indiana
## 919               Indiana
## 920               Indiana
## 921               Indiana
## 922               Indiana
## 923               Indiana
## 924               Indiana
## 925               Indiana
## 926               Indiana
## 927               Indiana
## 928               Indiana
## 929               Indiana
## 930               Indiana
## 931               Indiana
## 932               Indiana
## 933               Indiana
## 934               Indiana
## 935               Indiana
## 936               Indiana
## 937               Indiana
## 938               Indiana
## 939               Indiana
## 940               Indiana
## 941               Indiana
## 942               Indiana
## 943               Indiana
## 944               Indiana
## 945               Indiana
## 946               Indiana
## 947               Indiana
## 948               Indiana
## 949               Indiana
## 950               Indiana
## 951               Indiana
## 952               Indiana
## 953               Indiana
## 954               Indiana
## 955               Indiana
## 956               Indiana
## 957               Indiana
## 958               Indiana
## 959               Indiana
## 960               Indiana
## 962               Indiana
## 963               Indiana
## 968                Kansas
## 969                Kansas
## 970                Kansas
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## 972                Kansas
## 973                Kansas
## 974                Kansas
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## 976                Kansas
## 977                Kansas
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## 980                Kansas
## 981                Kansas
## 982                Kansas
## 983                Kansas
## 984                Kansas
## 985                Kansas
## 986                Kansas
## 989              Kentucky
## 994              Kentucky
## 995              Kentucky
## 996              Kentucky
## 997              Kentucky
## 998              Kentucky
## 999              Kentucky
## 1000             Kentucky
## 1001             Kentucky
## 1002             Kentucky
## 1003             Kentucky
## 1004             Kentucky
## 1005             Kentucky
## 1006             Kentucky
## 1007             Kentucky
## 1009            Louisiana
## 1010            Louisiana
## 1011            Louisiana
## 1015            Louisiana
## 1017            Louisiana
## 1018            Louisiana
## 1019            Louisiana
## 1020            Louisiana
## 1021            Louisiana
## 1022            Louisiana
## 1023            Louisiana
## 1024            Louisiana
## 1025            Louisiana
## 1026            Louisiana
## 1035        Massachusetts
## 1050        Massachusetts
## 1052        Massachusetts
## 1057        Massachusetts
## 1058        Massachusetts
## 1059        Massachusetts
## 1060        Massachusetts
## 1061        Massachusetts
## 1062        Massachusetts
## 1063        Massachusetts
## 1064        Massachusetts
## 1065        Massachusetts
## 1066        Massachusetts
## 1067        Massachusetts
## 1068        Massachusetts
## 1069        Massachusetts
## 1070        Massachusetts
## 1071        Massachusetts
## 1072        Massachusetts
## 1073        Massachusetts
## 1074        Massachusetts
## 1075        Massachusetts
## 1076        Massachusetts
## 1077        Massachusetts
## 1078        Massachusetts
## 1079        Massachusetts
## 1080        Massachusetts
## 1081        Massachusetts
## 1082        Massachusetts
## 1083        Massachusetts
## 1084        Massachusetts
## 1085        Massachusetts
## 1086        Massachusetts
## 1087        Massachusetts
## 1088        Massachusetts
## 1089        Massachusetts
## 1090        Massachusetts
## 1091        Massachusetts
## 1092        Massachusetts
## 1093        Massachusetts
## 1094        Massachusetts
## 1095        Massachusetts
## 1096        Massachusetts
## 1097        Massachusetts
## 1098        Massachusetts
## 1099        Massachusetts
## 1100        Massachusetts
## 1101        Massachusetts
## 1102        Massachusetts
## 1103        Massachusetts
## 1104        Massachusetts
## 1105        Massachusetts
## 1106        Massachusetts
## 1107        Massachusetts
## 1108        Massachusetts
## 1115             Maryland
## 1118             Maryland
## 1120             Maryland
## 1121             Maryland
## 1122             Maryland
## 1123             Maryland
## 1124             Maryland
## 1125             Maryland
## 1126             Maryland
## 1127             Maryland
## 1128             Maryland
## 1129             Maryland
## 1138                Maine
## 1141                Maine
## 1142                Maine
## 1150                Maine
## 1151                Maine
## 1152                Maine
## 1153                Maine
## 1154                Maine
## 1155                Maine
## 1156                Maine
## 1158             Michigan
## 1174             Michigan
## 1196             Michigan
## 1203             Michigan
## 1209             Michigan
## 1213             Michigan
## 1216             Michigan
## 1220             Michigan
## 1225             Michigan
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## 1236             Michigan
## 1239             Michigan
## 1246             Michigan
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## 1282             Michigan
## 1283             Michigan
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## 1287             Michigan
## 1288             Michigan
## 1289             Michigan
## 1290             Michigan
## 1291             Michigan
## 1292             Michigan
## 1293             Michigan
## 1294             Michigan
## 1295             Michigan
## 1296             Michigan
## 1297             Michigan
## 1298             Michigan
## 1299             Michigan
## 1300             Michigan
## 1301             Michigan
## 1302             Michigan
## 1303             Michigan
## 1304             Michigan
## 1305             Michigan
## 1306             Michigan
## 1307             Michigan
## 1308             Michigan
## 1309             Michigan
## 1310             Michigan
## 1311             Michigan
## 1312             Michigan
## 1313             Michigan
## 1314             Michigan
## 1315             Michigan
## 1316             Michigan
## 1317             Michigan
## 1318             Michigan
## 1325            Minnesota
## 1327            Minnesota
## 1328            Minnesota
## 1329            Minnesota
## 1330            Minnesota
## 1331            Minnesota
## 1332            Minnesota
## 1333            Minnesota
## 1334            Minnesota
## 1335            Minnesota
## 1336            Minnesota
## 1337            Minnesota
## 1338            Minnesota
## 1339            Minnesota
## 1340            Minnesota
## 1341            Minnesota
## 1342            Minnesota
## 1343            Minnesota
## 1344            Minnesota
## 1345            Minnesota
## 1346            Minnesota
## 1347            Minnesota
## 1348            Minnesota
## 1349            Minnesota
## 1350            Minnesota
## 1351            Minnesota
## 1352            Minnesota
## 1353            Minnesota
## 1354            Minnesota
## 1355            Minnesota
## 1356            Minnesota
## 1357            Minnesota
## 1358            Minnesota
## 1359            Minnesota
## 1360            Minnesota
## 1361            Minnesota
## 1362            Minnesota
## 1363            Minnesota
## 1364            Minnesota
## 1365            Minnesota
## 1366            Minnesota
## 1367            Minnesota
## 1368            Minnesota
## 1369            Minnesota
## 1370            Minnesota
## 1371            Minnesota
## 1372            Minnesota
## 1373            Minnesota
## 1378             Missouri
## 1382             Missouri
## 1387             Missouri
## 1388             Missouri
## 1389             Missouri
## 1390             Missouri
## 1391             Missouri
## 1392             Missouri
## 1393             Missouri
## 1394             Missouri
## 1395             Missouri
## 1396             Missouri
## 1397             Missouri
## 1398             Missouri
## 1399             Missouri
## 1400             Missouri
## 1401             Missouri
## 1402             Missouri
## 1403             Missouri
## 1404             Missouri
## 1405             Missouri
## 1406             Missouri
## 1407             Missouri
## 1408             Missouri
## 1409             Missouri
## 1411             Missouri
## 1412             Missouri
## 1413             Missouri
## 1414             Missouri
## 1416          Mississippi
## 1417          Mississippi
## 1418          Mississippi
## 1419          Mississippi
## 1420          Mississippi
## 1421          Mississippi
## 1422          Mississippi
## 1423          Mississippi
## 1424          Mississippi
## 1425          Mississippi
## 1426          Mississippi
## 1427              Montana
## 1429              Montana
## 1432              Montana
## 1434              Montana
## 1438              Montana
## 1443              Montana
## 1444              Montana
## 1445              Montana
## 1446              Montana
## 1447              Montana
## 1448              Montana
## 1449              Montana
## 1450              Montana
## 1451              Montana
## 1452              Montana
## 1454              Montana
## 1455              Montana
## 1456              Montana
## 1457              Montana
## 1458              Montana
## 1459              Montana
## 1460              Montana
## 1461              Montana
## 1462              Montana
## 1463              Montana
## 1464              Montana
## 1465              Montana
## 1466              Montana
## 1468       North Carolina
## 1472       North Carolina
## 1476       North Carolina
## 1480       North Carolina
## 1482       North Carolina
## 1490       North Carolina
## 1494       North Carolina
## 1497       North Carolina
## 1498       North Carolina
## 1499       North Carolina
## 1500       North Carolina
## 1501       North Carolina
## 1502       North Carolina
## 1503       North Carolina
## 1504       North Carolina
## 1505       North Carolina
## 1506       North Carolina
## 1507       North Carolina
## 1508       North Carolina
## 1509       North Carolina
## 1510       North Carolina
## 1511       North Carolina
## 1512       North Carolina
## 1513       North Carolina
## 1514       North Carolina
## 1515       North Carolina
## 1516       North Carolina
## 1517       North Carolina
## 1518       North Carolina
## 1519       North Carolina
## 1520       North Carolina
## 1521       North Carolina
## 1522       North Carolina
## 1523       North Carolina
## 1524       North Carolina
## 1525       North Carolina
## 1526         North Dakota
## 1527         North Dakota
## 1528         North Dakota
## 1532             Nebraska
## 1540             Nebraska
## 1544             Nebraska
## 1545             Nebraska
## 1547             Nebraska
## 1548             Nebraska
## 1549             Nebraska
## 1550             Nebraska
## 1551             Nebraska
## 1552             Nebraska
## 1553             Nebraska
## 1556        New Hampshire
## 1560        New Hampshire
## 1561        New Hampshire
## 1562           New Jersey
## 1563           New Jersey
## 1564           New Jersey
## 1565           New Jersey
## 1566           New Jersey
## 1567           New Jersey
## 1568           New Jersey
## 1569           New Jersey
## 1570           New Mexico
## 1572           New Mexico
## 1575           New Mexico
## 1577           New Mexico
## 1578           New Mexico
## 1579           New Mexico
## 1580           New Mexico
## 1581           New Mexico
## 1582           New Mexico
## 1583           New Mexico
## 1587               Nevada
## 1589               Nevada
## 1590               Nevada
## 1591               Nevada
## 1592               Nevada
## 1593               Nevada
## 1594               Nevada
## 1600             New York
## 1621             New York
## 1623             New York
## 1624             New York
## 1625             New York
## 1626             New York
## 1627             New York
## 1628             New York
## 1629             New York
## 1630             New York
## 1631             New York
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## 1636             New York
## 1637             New York
## 1638             New York
## 1639             New York
## 1640             New York
## 1641             New York
## 1642             New York
## 1643             New York
## 1644             New York
## 1645             New York
## 1646             New York
## 1647             New York
## 1648             New York
## 1649             New York
## 1650             New York
## 1651             New York
## 1652             New York
## 1653             New York
## 1654             New York
## 1655             New York
## 1656             New York
## 1657             New York
## 1658             New York
## 1659             New York
## 1661             New York
## 1662             New York
## 1663             New York
## 1664             New York
## 1665             New York
## 1666             New York
## 1667             New York
## 1668             New York
## 1675                 Ohio
## 1680                 Ohio
## 1683                 Ohio
## 1686                 Ohio
## 1687                 Ohio
## 1688                 Ohio
## 1689                 Ohio
## 1690                 Ohio
## 1691                 Ohio
## 1692                 Ohio
## 1693                 Ohio
## 1694                 Ohio
## 1695                 Ohio
## 1696                 Ohio
## 1697                 Ohio
## 1698                 Ohio
## 1699                 Ohio
## 1700                 Ohio
## 1701                 Ohio
## 1702                 Ohio
## 1703                 Ohio
## 1704                 Ohio
## 1705                 Ohio
## 1706                 Ohio
## 1707                 Ohio
## 1708                 Ohio
## 1709                 Ohio
## 1710                 Ohio
## 1711                 Ohio
## 1712                 Ohio
## 1713                 Ohio
## 1714                 Ohio
## 1715                 Ohio
## 1716                 Ohio
## 1717                 Ohio
## 1719             Oklahoma
## 1723             Oklahoma
## 1726             Oklahoma
## 1727             Oklahoma
## 1728             Oklahoma
## 1729             Oklahoma
## 1730             Oklahoma
## 1731             Oklahoma
## 1732             Oklahoma
## 1733             Oklahoma
## 1734             Oklahoma
## 1735             Oklahoma
## 1736             Oklahoma
## 1737               Oregon
## 1746               Oregon
## 1751               Oregon
## 1753               Oregon
## 1759               Oregon
## 1763               Oregon
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## 1776               Oregon
## 1777               Oregon
## 1778               Oregon
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## 1780               Oregon
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## 1783               Oregon
## 1784               Oregon
## 1785               Oregon
## 1786               Oregon
## 1787               Oregon
## 1788               Oregon
## 1789               Oregon
## 1790               Oregon
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## 1792               Oregon
## 1793               Oregon
## 1794               Oregon
## 1795               Oregon
## 1796               Oregon
## 1797               Oregon
## 1798               Oregon
## 1799               Oregon
## 1800               Oregon
## 1801               Oregon
## 1802               Oregon
## 1803               Oregon
## 1804               Oregon
## 1805               Oregon
## 1806               Oregon
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## 1808               Oregon
## 1809               Oregon
## 1810               Oregon
## 1811               Oregon
## 1812               Oregon
## 1813               Oregon
## 1814               Oregon
## 1815               Oregon
## 1816               Oregon
## 1817               Oregon
## 1818               Oregon
## 1819               Oregon
## 1820               Oregon
## 1821               Oregon
## 1822               Oregon
## 1823               Oregon
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## 1830               Oregon
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## 1840               Oregon
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## 1842               Oregon
## 1843               Oregon
## 1844               Oregon
## 1845               Oregon
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## 1847               Oregon
## 1848               Oregon
## 1849               Oregon
## 1850               Oregon
## 1851               Oregon
## 1852               Oregon
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## 1854               Oregon
## 1855               Oregon
## 1856               Oregon
## 1857               Oregon
## 1858               Oregon
## 1859               Oregon
## 1860               Oregon
## 1861               Oregon
## 1875         Pennsylvania
## 1891         Pennsylvania
## 1913         Pennsylvania
## 1915         Pennsylvania
## 1916         Pennsylvania
## 1917         Pennsylvania
## 1918         Pennsylvania
## 1919         Pennsylvania
## 1920         Pennsylvania
## 1921         Pennsylvania
## 1922         Pennsylvania
## 1923         Pennsylvania
## 1924         Pennsylvania
## 1925         Pennsylvania
## 1926         Pennsylvania
## 1927         Pennsylvania
## 1928         Pennsylvania
## 1929         Pennsylvania
## 1930         Pennsylvania
## 1931         Pennsylvania
## 1932         Pennsylvania
## 1933         Pennsylvania
## 1934         Pennsylvania
## 1935         Pennsylvania
## 1936         Pennsylvania
## 1937         Pennsylvania
## 1938         Pennsylvania
## 1940         Pennsylvania
## 1941         Pennsylvania
## 1942         Pennsylvania
## 1943         Pennsylvania
## 1944         Pennsylvania
## 1945         Pennsylvania
## 1946         Pennsylvania
## 1947         Pennsylvania
## 1948         Pennsylvania
## 1949         Pennsylvania
## 1951         Pennsylvania
## 1952         Pennsylvania
## 1953         Pennsylvania
## 1954         Pennsylvania
## 1955         Pennsylvania
## 1956         Pennsylvania
## 1957         Pennsylvania
## 1958         Pennsylvania
## 1959         Pennsylvania
## 1960         Pennsylvania
## 1969         Rhode Island
## 1970         Rhode Island
## 1971         Rhode Island
## 1972         Rhode Island
## 1973         Rhode Island
## 1974         Rhode Island
## 1975         Rhode Island
## 1976         Rhode Island
## 1977         Rhode Island
## 1978         Rhode Island
## 1979         Rhode Island
## 1980         Rhode Island
## 1981         Rhode Island
## 1982         Rhode Island
## 1983         Rhode Island
## 1984         Rhode Island
## 1985         Rhode Island
## 1986         Rhode Island
## 1987         Rhode Island
## 1988         Rhode Island
## 1991       South Carolina
## 1993       South Carolina
## 1995       South Carolina
## 1998       South Carolina
## 1999       South Carolina
## 2000       South Carolina
## 2001       South Carolina
## 2002       South Carolina
## 2005         South Dakota
## 2006         South Dakota
## 2008         South Dakota
## 2011            Tennessee
## 2012            Tennessee
## 2013            Tennessee
## 2014            Tennessee
## 2015            Tennessee
## 2019                Texas
## 2021                Texas
## 2027                Texas
## 2057                Texas
## 2058                Texas
## 2059                Texas
## 2060                Texas
## 2061                Texas
## 2062                Texas
## 2063                Texas
## 2064                Texas
## 2065                Texas
## 2066                Texas
## 2067                Texas
## 2068                Texas
## 2069                Texas
## 2070                Texas
## 2071                Texas
## 2073                Texas
## 2074                Texas
## 2075                Texas
## 2076                Texas
## 2078                Texas
## 2079                Texas
## 2080                Texas
## 2081                Texas
## 2082                Texas
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## 2085                Texas
## 2086                Texas
## 2087                Texas
## 2088                Texas
## 2089                Texas
## 2090                Texas
## 2091                Texas
## 2092                Texas
## 2093                Texas
## 2094                Texas
## 2095                Texas
## 2096                Texas
## 2098                Texas
## 2099                Texas
## 2100                Texas
## 2101                Texas
## 2102                Texas
## 2103                Texas
## 2104                Texas
## 2105                Texas
## 2106                Texas
## 2107                Texas
## 2108                Texas
## 2109                Texas
## 2110                Texas
## 2112                Texas
## 2113                Texas
## 2114                Texas
## 2115                Texas
## 2116                Texas
## 2117                Texas
## 2118                Texas
## 2119                Texas
## 2120                Texas
## 2121                Texas
## 2122                Texas
## 2123                Texas
## 2124                Texas
## 2125                Texas
## 2126                Texas
## 2127                Texas
## 2128                Texas
## 2129                Texas
## 2130                Texas
## 2131                Texas
## 2132                Texas
## 2133                Texas
## 2134                Texas
## 2135                Texas
## 2136                Texas
## 2137                Texas
## 2138                Texas
## 2139                Texas
## 2140                Texas
## 2141                Texas
## 2142                Texas
## 2143                Texas
## 2144                Texas
## 2145                Texas
## 2151                 Utah
## 2152                 Utah
## 2154                 Utah
## 2155                 Utah
## 2158                 Utah
## 2159                 Utah
## 2161                 Utah
## 2162                 Utah
## 2163                 Utah
## 2164                 Utah
## 2165                 Utah
## 2166                 Utah
## 2167                 Utah
## 2168                 Utah
## 2169                 Utah
## 2170                 Utah
## 2171                 Utah
## 2172             Virginia
## 2173             Virginia
## 2176             Virginia
## 2177             Virginia
## 2178             Virginia
## 2179             Virginia
## 2180             Virginia
## 2181             Virginia
## 2182             Virginia
## 2183             Virginia
## 2184             Virginia
## 2185             Virginia
## 2186             Virginia
## 2187             Virginia
## 2188             Virginia
## 2189             Virginia
## 2190             Virginia
## 2191             Virginia
## 2192             Virginia
## 2193             Virginia
## 2194             Virginia
## 2195             Virginia
## 2196             Virginia
## 2197             Virginia
## 2198             Virginia
## 2199             Virginia
## 2200             Virginia
## 2201             Virginia
## 2202             Virginia
## 2203             Virginia
## 2204             Virginia
## 2205             Virginia
## 2206             Virginia
## 2207             Virginia
## 2208             Virginia
## 2209             Virginia
## 2210             Virginia
## 2211             Virginia
## 2216              Vermont
## 2222              Vermont
## 2223              Vermont
## 2224              Vermont
## 2225              Vermont
## 2226              Vermont
## 2227              Vermont
## 2228              Vermont
## 2229              Vermont
## 2230              Vermont
## 2231              Vermont
## 2232              Vermont
## 2233              Vermont
## 2234              Vermont
## 2235              Vermont
## 2236              Vermont
## 2237              Vermont
## 2238              Vermont
## 2242           Washington
## 2247           Washington
## 2264           Washington
## 2265           Washington
## 2266           Washington
## 2267           Washington
## 2268           Washington
## 2269           Washington
## 2270           Washington
## 2271           Washington
## 2272           Washington
## 2273           Washington
## 2274           Washington
## 2275           Washington
## 2276           Washington
## 2277           Washington
## 2278           Washington
## 2279           Washington
## 2280           Washington
## 2281           Washington
## 2282           Washington
## 2283           Washington
## 2284           Washington
## 2285           Washington
## 2286           Washington
## 2287           Washington
## 2288           Washington
## 2289           Washington
## 2290           Washington
## 2291           Washington
## 2292           Washington
## 2293           Washington
## 2294           Washington
## 2295           Washington
## 2296           Washington
## 2297           Washington
## 2298           Washington
## 2299           Washington
## 2300           Washington
## 2301           Washington
## 2302           Washington
## 2303           Washington
## 2304           Washington
## 2305           Washington
## 2306           Washington
## 2323            Wisconsin
## 2326            Wisconsin
## 2352            Wisconsin
## 2353            Wisconsin
## 2354            Wisconsin
## 2355            Wisconsin
## 2356            Wisconsin
## 2357            Wisconsin
## 2358            Wisconsin
## 2359            Wisconsin
## 2360            Wisconsin
## 2361            Wisconsin
## 2362            Wisconsin
## 2363            Wisconsin
## 2364            Wisconsin
## 2365            Wisconsin
## 2366            Wisconsin
## 2367            Wisconsin
## 2368            Wisconsin
## 2369            Wisconsin
## 2370            Wisconsin
## 2371            Wisconsin
## 2372            Wisconsin
## 2373            Wisconsin
## 2374            Wisconsin
## 2375            Wisconsin
## 2376            Wisconsin
## 2377            Wisconsin
## 2378            Wisconsin
## 2379            Wisconsin
## 2380            Wisconsin
## 2381            Wisconsin
## 2382            Wisconsin
## 2383            Wisconsin
## 2384            Wisconsin
## 2385            Wisconsin
## 2386            Wisconsin
## 2387            Wisconsin
## 2388            Wisconsin
## 2389            Wisconsin
## 2390            Wisconsin
## 2391            Wisconsin
## 2392            Wisconsin
## 2393            Wisconsin
## 2394        West Virginia
## 2395        West Virginia
## 2396              Wyoming
## 2397              Wyoming
## 2398              Wyoming
## 2399              Wyoming
## 2400              Wyoming
## 2401              Wyoming
## 2402              Wyoming
## 2403              Wyoming
## 2404              Wyoming
## 2405              Wyoming
## 2406              Wyoming
## 2407              Wyoming
## 2408              Wyoming
## 2409              Wyoming
## 2410              Wyoming
# Scatter plot
ggplot(lmerged_data3, aes(x = ABV, y = IBU)) +
  geom_point(shape=1) +
   geom_smooth(method=lm) + # add linear regression line
  theme_bw() + 
  scale_color_economist()+
  theme(axis.text.x=element_text(size=rel(1.0)))+
ggtitle("Correlation between ABV and IBU (Medians)") +
  labs(x="ABV",y="IBU")
## `geom_smooth()` using formula = 'y ~ x'

lmerged_data3
## # A tibble: 2,410 × 14
## # Groups:   Abbr [51]
##    Abbr  Beer_Name      Beer_ID   ABV   IBU Brewery_id Style Ounces Brewery_Name
##    <chr> <chr>            <int> <dbl> <dbl>      <int> <chr>  <dbl> <chr>       
##  1 AK    Northern Ligh…     921 0.05     38        494 Amer…     12 Broken Toot…
##  2 AK    Pleasure Town     2093 0.063    38        224 Amer…     12 Midnight Su…
##  3 AK    King Street H…    1666 0.057    30        103 Hefe…     12 King Street…
##  4 AK    Amber Ale         2436 0.051    63        103 Amer…     12 King Street…
##  5 AK    King Street B…    1665 0.049    38        103 Amer…     12 King Street…
##  6 AK    King Street P…    1706 0.055    71        103 Czec…     12 King Street…
##  7 AK    Snowshoe Whit…     587 0.048    70        224 Witb…     12 Midnight Su…
##  8 AK    Pleasure Town…    1814 0.063    70        224 Amer…     12 Midnight Su…
##  9 AK    Kodiak Brown …     586 0.05     64        224 Amer…     12 Midnight Su…
## 10 AK    Alaskan Amber     1920 0.053    61        271 Altb…     12 Alaskan Bre…
## # ℹ 2,400 more rows
## # ℹ 5 more variables: City <chr>, State <chr>, state_name <chr>, lat <dbl>,
## #   lng <dbl>
# Scatter plot - original data with NAs removed
ggplot(merged_data6, aes(x = ABV, y = IBU)) +
  geom_point(shape=1) +
   geom_smooth(method=lm) + # add linear regression line
  theme_bw() + 
  scale_color_economist()+
  theme(axis.text.x=element_text(size=rel(1.0)))+
ggtitle("Correlation between ABV and IBU (Original data with NA values dropped) ") +
  labs(x="ABV",y="IBU")
## `geom_smooth()` using formula = 'y ~ x'

merged_data5
## # A tibble: 2,410 × 11
## # Groups:   Abbr [51]
##    Abbr  Beer_Name      Beer_ID   ABV   IBU Brewery_id Style Ounces Brewery_Name
##    <chr> <chr>            <int> <dbl> <dbl>      <int> <chr>  <dbl> <chr>       
##  1 AK    Northern Ligh…     921 0.05     38        494 Amer…     12 Broken Toot…
##  2 AK    Pleasure Town     2093 0.063    38        224 Amer…     12 Midnight Su…
##  3 AK    King Street H…    1666 0.057    30        103 Hefe…     12 King Street…
##  4 AK    Amber Ale         2436 0.051    63        103 Amer…     12 King Street…
##  5 AK    King Street B…    1665 0.049    38        103 Amer…     12 King Street…
##  6 AK    King Street P…    1706 0.055    71        103 Czec…     12 King Street…
##  7 AK    Snowshoe Whit…     587 0.048    70        224 Witb…     12 Midnight Su…
##  8 AK    Pleasure Town…    1814 0.063    70        224 Amer…     12 Midnight Su…
##  9 AK    Kodiak Brown …     586 0.05     64        224 Amer…     12 Midnight Su…
## 10 AK    Alaskan Amber     1920 0.053    61        271 Altb…     12 Alaskan Bre…
## # ℹ 2,400 more rows
## # ℹ 2 more variables: City <chr>, State <chr>
merged_data7 <- merged_data5
#arrange(merged_data6, Style)

# Check the unique values for errors
cat("Unique values in 'Style' column:\n")
## Unique values in 'Style' column:
unique_styles <- unique(merged_data6$Style)
unique_styles
##  [1] "Hefeweizen"                          "American Amber / Red Ale"           
##  [3] "Czech Pilsener"                      "Witbier"                            
##  [5] "American IPA"                        "American Brown Ale"                 
##  [7] "Altbier"                             "American Pale Ale (APA)"            
##  [9] "American Blonde Ale"                 "Cream Ale"                          
## [11] "Scottish Ale"                        "Irish Red Ale"                      
## [13] "Irish Dry Stout"                     "English Pale Ale"                   
## [15] "American Double / Imperial IPA"      "Oatmeal Stout"                      
## [17] "Kölsch"                              "Milk / Sweet Stout"                 
## [19] "American Pilsner"                    ""                                   
## [21] "Winter Warmer"                       "American Porter"                    
## [23] "Fruit / Vegetable Beer"              "Märzen / Oktoberfest"               
## [25] "Belgian IPA"                         "Herbed / Spiced Beer"               
## [27] "Tripel"                              "American Double / Imperial Stout"   
## [29] "German Pilsener"                     "American Amber / Red Lager"         
## [31] "Gose"                                "Baltic Porter"                      
## [33] "American Barleywine"                 "Vienna Lager"                       
## [35] "American Pale Wheat Ale"             "American Black Ale"                 
## [37] "California Common / Steam Beer"      "Kristalweizen"                      
## [39] "Munich Helles Lager"                 "Wheat Ale"                          
## [41] "English India Pale Ale (IPA)"        "Saison / Farmhouse Ale"             
## [43] "English Brown Ale"                   "Maibock / Helles Bock"              
## [45] "American Pale Lager"                 "American Stout"                     
## [47] "Pumpkin Ale"                         "Rye Beer"                           
## [49] "Belgian Pale Ale"                    "Scotch Ale / Wee Heavy"             
## [51] "Low Alcohol Beer"                    "Mead"                               
## [53] "American Strong Ale"                 "Belgian Strong Pale Ale"            
## [55] "Munich Dunkel Lager"                 "Chile Beer"                         
## [57] "American Wild Ale"                   "Roggenbier"                         
## [59] "Schwarzbier"                         "American White IPA"                 
## [61] "Russian Imperial Stout"              "Foreign / Export Stout"             
## [63] "Old Ale"                             "Berliner Weissbier"                 
## [65] "Bock"                                "Belgian Strong Dark Ale"            
## [67] "Doppelbock"                          "Dortmunder / Export Lager"          
## [69] "Abbey Single Ale"                    "English Barleywine"                 
## [71] "English Strong Ale"                  "Belgian Dark Ale"                   
## [73] "English Dark Mild Ale"               "English Stout"                      
## [75] "Extra Special / Strong Bitter (ESB)" "Flanders Oud Bruin"                 
## [77] "Euro Dark Lager"                     "Dubbel"                             
## [79] "English Pale Mild Ale"               "Cider"                              
## [81] "American India Pale Lager"           "Light Lager"                        
## [83] "Other"                               "Quadrupel (Quad)"                   
## [85] "Bière de Garde"                      "American Adjunct Lager"             
## [87] "English Bitter"                      "Shandy"                             
## [89] "Keller Bier / Zwickel Bier"          "American Dark Wheat Ale"            
## [91] "Dunkelweizen"                        "Radler"                             
## [93] "Grisette"                            "Smoked Beer"                        
## [95] "Euro Pale Lager"                     "American Malt Liquor"
# add a new column for analyzing Ale styles
merged_data6$Ale_Style <- ifelse(grepl("India Pale Ale|IPA", merged_data6$Style), "IPA", ifelse(grepl("Ale", merged_data6$Style) & !grepl("India Pale Ale|IPA", merged_data6$Style), "Ale", "other beer"))

merged_data6 
##      Abbr                                           Beer_Name Beer_ID   ABV IBU
## 3      AK                              King Street Hefeweizen    1666 0.057  30
## 4      AK                                           Amber Ale    2436 0.051  63
## 6      AK                                 King Street Pilsner    1706 0.055  71
## 7      AK                                  Snowshoe White Ale     587 0.048  70
## 8      AK                                   Pleasure Town IPA    1814 0.063  70
## 9      AK                                    Kodiak Brown Ale     586 0.050  64
## 10     AK                                       Alaskan Amber    1920 0.053  61
## 11     AK                                        Freeride APA    1921 0.053  61
## 12     AK                     Peninsula Brewers Reserve (PBR)    1187 0.050  55
## 13     AK                                     Fairweather IPA     648 0.061  46
## 14     AK                        Twister Creek India Pale Ale     947 0.065  46
## 15     AK                                 Chugach Session Ale     919 0.048  40
## 16     AK                          Skilak Scottish Ale (2011)     348 0.058  36
## 17     AK                                   Single Engine Red     929 0.058  36
## 18     AK                                     Sockeye Red IPA     434 0.057  24
## 19     AK                                      Polar Pale Ale     920 0.052  18
## 20     AK                                 Skilak Scottish Ale    1193 0.058  17
## 21     AK                                     King Street IPA    1667 0.060  15
## 22     AK                                          Mother Ale    1159 0.056  15
## 23     AK                                         Chuli Stout    1213 0.059  13
## 24     AK                           Urban Wilderness Pale Ale      30 0.049  12
## 25     AK                                   Sunken Island IPA     349 0.068  10
## 27     AL                            Snake Handler Double IPA     312 0.093 103
## 28     AL                                Coffee Oatmeal Stout     311 0.060  70
## 29     AL                                      Monkeynaut IPA     637 0.072  64
## 30     AL                              Sand Island Lighthouse    1410 0.051  54
## 31     AL                               Lily Flagg Milk Stout     925 0.050  43
## 32     AL                                     Good People IPA     309 0.060  36
## 33     AL                      Good People American Brown Ale     308 0.058  36
## 34     AL                                  Naked Pig Pale Ale    1875 0.060  30
## 35     AL                                Good People Pale Ale    1000 0.056  25
## 36     AR                                        Arkansas Red    1650 0.052  16
## 38     AR                                            Behemoth    2351 0.050  36
## 40     AR                                  Core Oatmeal Stout    1337 0.057  39
## 48     AZ                      Kilt Lifter Scottish-Style Ale    1635 0.060  25
## 65     AZ                        Winter Warmer (Vault Series)    2073 0.095  85
## 66     AZ                                         Noche Dulce    2062 0.071  85
## 67     AZ                                         Devil’s Ale     850 0.055  60
## 68     AZ                                       Mr. Pineapple     777 0.050  60
## 69     AZ                                Barrio Tucson Blonde    1343 0.045  47
## 70     AZ                                       Sunbru Kölsch     178 0.052  45
## 71     AZ                                         Oktoberfest    1995 0.055  45
## 72     AZ               Kilt Lifter Scottish-Style Ale (2009)     179 0.060  45
## 73     AZ                                         Sex Panther    2599 0.069  25
## 74     AZ                                   SanTan HefeWeizen    1072 0.050  21
## 75     AZ                                       Hop Shock IPA    1071 0.070  21
## 77     AZ                                      Lumberyard IPA     355 0.061  20
## 78     AZ                                    Supermonk I.P.A.    1299 0.065  20
## 79     AZ                         Count Hopula (Vault Series)    2063 0.091  20
## 80     AZ                           American Idiot Ale (2012)     764 0.055  20
## 81     AZ                                  Devil’s Ale (2010)     285 0.055  20
## 82     AZ                                  Lumberyard Pilsner    1153 0.053  17
## 83     AZ                                         Knotty Pine    2311 0.054  16
## 84     AZ                          Epicenter Amber Ale (2010)     124 0.055  15
## 85     AZ                      Rail Slide Imperial Spiced Ale     839 0.081  15
## 86     AZ                            SanTan HefeWeizen (2010)     286 0.050  15
## 87     AZ                                Hop Shock IPA (2010)     317 0.070   9
## 96     CA                                 Blur India Pale Ale    1302 0.074  19
## 136    CA                                  Hill 88 Double IPA    1893 0.088 115
## 137    CA                      Real McCoy Amber Ale (Current)      73 0.045 101
## 138    CA                        He Said Belgian-Style Tripel    1592 0.082 100
## 139    CA                                          Hop Crisis     432 0.097 100
## 140    CA                        Ex Umbris Rye Imperial Stout     904 0.099  99
## 141    CA                                         Chronic Ale    1457 0.049  95
## 142    CA                                          Union Jack    2463 0.075  94
## 143    CA                                       Pilsner Ukiah      98 0.055  93
## 144    CA                                        TailGate IPA     662 0.050  92
## 145    CA                                 1881 California Red    1479 0.056  92
## 146    CA         21st Amendment Watermelon Wheat Beer (2006)     800 0.049  88
## 147    CA                      El Conquistador Extra Pale Ale    1460 0.048  88
## 148    CA                          Barney Flats Oatmeal Stout    1221 0.057  86
## 149    CA                                  Better Weather IPA    1641 0.094  85
## 150    CA                                       Cali Creamin'    2413 0.052  85
## 151    CA                                             Torpedo     426 0.072  85
## 152    CA                          Sprocket Blonde Ale (2006)    1735 0.050  85
## 153    CA                                             Grazias    2663 0.063  85
## 154    CA                                    California Lager    2103 0.049  80
## 155    CA                         Monkey Paw Oatmeal Pale Ale     717 0.058  80
## 156    CA                               Saint Archer Pale Ale    1865 0.052  77
## 157    CA                                  Jacaranada Rye IPA    1772 0.067  77
## 158    CA                                         Sculpin IPA    1018 0.070  75
## 159    CA                                         Mission IPA    2441 0.068  75
## 160    CA                                           Mo's Gose    1172 0.052  75
## 161    CA                                Wolf Among Weeds IPA    1698 0.080  75
## 162    CA                       Golden Road Hefeweizen (2012)     548 0.046  75
## 163    CA                                       Manzanita IPA    1673 0.080  75
## 164    CA                                    Saint Archer IPA    1867 0.068  74
## 165    CA                         He Said Baltic-Style Porter    1593 0.082  70
## 166    CA                                       Lower De Boom    1036 0.099  70
## 167    CA                              Bitter American (2011)     353 0.044  70
## 168    CA                                Fireside Chat (2010)     321 0.079  70
## 169    CA                                   Blood Orange Gose    2291 0.042  70
## 170    CA                                        TailGate IPA     663 0.050  70
## 171    CA                              Boont Amber Ale (2011)      78 0.058  70
## 172    CA                Hell or High Watermelon Wheat (2009)     802 0.049  66
## 173    CA                                            Groupe G    1895 0.076  66
## 174    CA                                     Boont Amber Ale    1326 0.058  65
## 175    CA                           21st Amendment IPA (2006)     799 0.070  65
## 176    CA                              El Steinber Dark Lager    1217 0.055  65
## 177    CA                              Baby Daddy Session IPA    2486 0.047  65
## 178    CA                                           Westfalia    2660 0.056  65
## 179    CA                              Boont Amber Ale (2010)     811 0.058  65
## 180    CA                                       Baltic Porter     346 0.078  60
## 181    CA                                        Summer Wheat    2577 0.045  60
## 182    CA                                       Back in Black     173 0.068  60
## 183    CA                                   Brotherhood Steam    2102 0.056  60
## 184    CA                                    Weiss Weiss Baby    2591 0.045  60
## 185    CA                                 TailGate Hefeweizen     623 0.049  55
## 186    CA                                      CAPT Black IPA    1478 0.073  55
## 187    CA                                 TailGate Hefeweizen     361 0.049  53
## 188    CA                                        Orange Wheat    1016 0.046  52
## 189    CA                              Hangar 24 Helles Lager    1015 0.043  50
## 190    CA                                Golden Trout Pilsner      74 0.042  49
## 191    CA                                            Jucundus    2666 0.060  47
## 192    CA                                      PONTO S.I.P.A.    1589 0.045  46
## 193    CA                                  Grapefruit Sculpin    2593 0.070  45
## 194    CA                                         Casinos IPA    1362 0.070  45
## 195    CA                                        Double Trunk    1561 0.099  45
## 196    CA                                     TailGate Saison    1164 0.050  44
## 197    CA                               Hop Ottin' IPA (2011)     367 0.070  44
## 198    CA                                       Longfin Lager    1019 0.046  44
## 199    CA                                              Oneida    2156 0.052  44
## 200    CA                             Burning Bush Smoked IPA     750 0.080  44
## 201    CA                                             Aurora     2154 0.067  42
## 202    CA                         Wolf Among Weeds IPA (2012)     749 0.080  42
## 203    CA                                            Lomaland    1495 0.055  42
## 204    CA                                 Sweet Georgia Brown     719 0.054  42
## 205    CA                                       Blazing World    1492 0.065  40
## 206    CA                                     Dread Brown Ale    1683 0.054  40
## 207    CA                                             Habitus    2664 0.080  40
## 208    CA                           Dodgy Knight Imperial IPA    1229 0.080  40
## 209    CA                               South Bay Session IPA    2034 0.050  37
## 210    CA                                     Grandma's Pecan    1562 0.069  37
## 211    CA                           Pit Stop Chocolate Porter    1237 0.037  36
## 212    CA                                       Czech Yo Self    2590 0.055  35
## 213    CA                Hell or High Watermelon Wheat (2009)     801 0.049  35
## 214    CA                                         Yonder Bock    1919 0.060  35
## 215    CA                                      Hop Ottin' IPA    1327 0.070  35
## 216    CA                        Brew Free! or Die IPA (2008)     797 0.070  35
## 217    CA                             Pt. Bonita Rustic Lager    1894 0.062  35
## 218    CA                                          Giant DIPA    2002 0.089  35
## 219    CA                       Mucho Aloha Hawaiian Pale Ale     668 0.056  34
## 220    CA                                Riverwalk Blonde Ale    1672 0.060  34
## 221    CA                                                 IPA    2578 0.065  30
## 222    CA                Summer Solstice Cerveza Crema (2009)     753 0.056  30
## 223    CA                              Sierra Nevada Pale Ale     400 0.056  30
## 224    CA                                     Winter Solstice     523 0.069  28
## 225    CA                                    Deadicated Amber     924 0.054  28
## 226    CA                              Summer Solstice (2011)      77 0.056  28
## 227    CA                   Ruhstaller's Gilt Edge Lager Beer    1370 0.048  28
## 228    CA                                      CAPT Black IPA     883 0.073  28
## 229    CA                      High Country Pilsner (Current)     511 0.042  27
## 230    CA                                            Epic IPA      75 0.065  26
## 231    CA                              Shipwrecked Double IPA    1459 0.092  25
## 232    CA                                         Black House    1493 0.058  25
## 233    CA                                               Solis    2667 0.075  24
## 234    CA                              Saint Archer White Ale    1868 0.050  23
## 235    CA                                         Liberty Ale    2592 0.059  22
## 236    CA                             Terrace Hill Double IPA    1647 0.095  21
## 237    CA                                            Catch 23    1646 0.075  21
## 238    CA                                 Keebarlin' Pale Ale    1818 0.042  20
## 239    CA                                        Fall Hornin'    1563 0.060  20
## 240    CA                          Barney Flats Oatmeal Stout    1520 0.057  20
## 241    CA                                             Torpedo    2239 0.072  19
## 242    CA                                     Summer Solstice    1350 0.056  19
## 243    CA                                           Surfrider    2594 0.052  19
## 244    CA                                 Gillespie Brown Ale    1671 0.095  17
## 245    CA                                     Bacon Brown Ale     543 0.068  17
## 246    CA                                  Chaotic Double IPA    1674 0.099  17
## 247    CA                                       Lucky Day IPA    1648 0.072  17
## 248    CA                                  CANfusion Rye Bock    1918 0.060  17
## 249    CA              the Kimmie, the Yink and the Holy Gose    1738 0.048  17
## 250    CA                   Barney Flats Oatmeal Stout (2012)     572 0.057  16
## 251    CA                                            Villager    2658 0.063  16
## 252    CA                                      Kolschtal Eddy    2035 0.055  16
## 253    CA                                                Park    2661 0.047  15
## 254    CA                        Poleeko Gold Pale Ale (2009)      76 0.055  15
## 256    CA                                                 KSA    2659 0.046  15
## 257    CA                             1881 California Red Ale     882 0.056  15
## 258    CA                                   Fortunate Islands    1494 0.047  15
## 259    CA                                      Habitus (2014)    2668 0.080  15
## 260    CA                              Big Eye India Pale Ale    1400 0.070  14
## 261    CA                                            Chai Ale    1649 0.051  13
## 262    CA                                    Golden State Ale     347 0.064  13
## 263    CA                                              Nooner    2474 0.052  13
## 264    CA                            Point the Way IPA (2012)     549 0.059  12
## 265    CA                                Full Boar Scotch Ale     647 0.074  10
## 266    CA                     Back in the Saddle Rye Pale Ale    1047 0.037   8
## 267    CA                              Sierra Nevada Pale Ale    1905 0.056   6
## 268    CA                       Pace Setter Belgian Style Wit    1236 0.037   4
## 269    CA                         California Sunshine Rye IPA     730 0.071   4
## 270    CA                                         Scotty K NA     606 0.001   4
## 390    CO                                    Upslope Pale Ale      80 0.058 104
## 391    CO                                All American Red Ale    1218 0.050 100
## 392    CO                                     Sunshine Nectar    1374 0.080 100
## 393    CO                      Third Eye Enlightened Pale Ale    2386 0.065 100
## 394    CO                                     Hop Abomination     881 0.066 100
## 395    CO                          5:00 O'Clock Afternoon Ale    1005 0.050 100
## 396    CO                                 Dry Dock Hefeweizen     872 0.043  98
## 397    CO                             Stout Ol' Friend (2012)    1075 0.064  98
## 399    CO                                Pinner Throwback IPA    2302 0.049  94
## 400    CO                                  Brush Creek Blonde     798 0.048  90
## 402    CO                          Firestarter India Pale Ale     633 0.066  85
## 403    CO                                Avery India Pale Ale     107 0.063  85
## 404    CO                               Live Local Golden Ale    1421 0.047  85
## 405    CO                           Ornery Amber Lager (2003)     736 0.055  85
## 406    CO                                This Season's Blonde     597 0.056  85
## 407    CO                               Mistress Winter Wheat    1023 0.064  85
## 408    CO                                             Colette    2643 0.073  83
## 409    CO                                   Awry Rye Pale Ale     997 0.058  75
## 410    CO                                   oSKAr the G'Rauch     992 0.085  75
## 411    CO                                      Summertime Ale     681 0.052  74
## 412    CO                                 Face Down Brown Ale     973 0.057  74
## 413    CO                                   Euphoria Pale Ale      69 0.061  72
## 414    CO                                          Rustic Red    1268 0.052  72
## 415    CO                                Snowcat Coffee Stout    1689 0.059  72
## 417    CO                                     Dale's Pale Ale       1 0.065  70
## 419    CO                                               Shift    1987 0.050  70
## 420    CO                          Gordon Imperial Red (2010)     806 0.087  70
## 421    CO                                       Lava Lake Wit     685 0.052  70
## 422    CO                             Laimas Kölsch Style Ale    1452 0.050  69
## 423    CO                     HGH (Home Grown Hops): Part Duh     585 0.080  68
## 424    CO                                 American Red Saison    1848 0.078  68
## 425    CO                                  Sanitas Saison Ale    1392 0.058  68
## 426    CO                                   Sanitas Black IPA    1391 0.068  67
## 427    CO    Lee Hill Series Vol. 4 - Manhattan Style Rye Ale    2564 0.104  65
## 428    CO                                      Old Chub NITRO    1859 0.080  65
## 429    CO                                           Slow Ride    2475 0.045  65
## 430    CO                        Morning Wood Wheat (Current)     130 0.059  65
## 431    CO               Denver Pale Ale (Artist Series No. 1)    2650 0.050  65
## 432    CO                             All American Blonde Ale    1219 0.050  65
## 433    CO                           Fat Tire Amber Ale (2008)      71 0.052  65
## 434    CO                                     Dale's Pale Ale    1444 0.065  65
## 435    CO                                     Modus Hoperandi    1521 0.068  65
## 436    CO                               Moirai India Pale Ale    1451 0.070  65
## 437    CO                                  Third Eye Pale Ale      90 0.065  65
## 438    CO                                  Deviant Dale's IPA     565 0.080  65
## 439    CO                                       Perzik Saison    2546 0.064  65
## 440    CO                             Hula Hoppie Session IPA    1684 0.048  65
## 441    CO                                   Upslope Brown Ale     345 0.067  65
## 442    CO                                            Old Soul    2355 0.075  65
## 443    CO                                        White Rascal     108 0.056  65
## 444    CO                            Mama's Little Yella Pils       7 0.053  65
## 446    CO                                      Dirtbag Dunkel    1184 0.049  60
## 448    CO                             Crank Yanker IPA (2011)     395 0.078  60
## 449    CO                            Mama's Little Yella Pils    1167 0.053  58
## 450    CO                                   oSKAr the G'Rauch     993 0.085  58
## 451    CO                               Graham Cracker Porter    1943 0.050  51
## 452    CO                            Tent Pole Vanilla Porter     998 0.061  49
## 453    CO                                           The Deuce     933 0.070  48
## 454    CO                             Kilt Dropper Scotch Ale    1727 0.075  46
## 455    CO                           Centennial State Pale Ale    1883 0.052  45
## 456    CO                               Wood Splitter Pilsner    1614 0.048  45
## 457    CO                          Pallavicini Pilsner (2009)     188 0.058  45
## 459    CO                                  Nectar of the Hops    1375 0.080  44
## 460    CO                                       One Nut Brown    1751 0.050  43
## 461    CO                          Sunshine Wheat Beer (2009)      72 0.048  42
## 462    CO                                     Dale's Pale Ale    1252 0.065  40
## 463    CO                          Firestarter India Pale Ale    2422 0.066  40
## 464    CO                                      Apricot Blonde     880 0.051  40
## 465    CO                                          Aprè Shred    2104 0.081  40
## 466    CO                               South Ridge Amber Ale    1057 0.060  38
## 467    CO                                   Elephant Rock IPA    1384 0.070  36
## 468    CO                                 Neomexicanus Native    2538 0.060  35
## 469    CO                                   Gordon Ale (2009)       4 0.087  35
## 470    CO                              Hazed & Infused (2010)      81 0.049  35
## 471    CO                            Slow & Steady Golden Ale    1548 0.047  35
## 472    CO      Lee Hill Series Vol. 1 - Barrel Aged Brown Ale    2561 0.076  35
## 473    CO                                Ranger IPA (Current)     115 0.065  35
## 474    CO                                 Blood Orange Saison    2560 0.060  35
## 476    CO                               Independence Pass Ale     596 0.070  35
## 477    CO                                Rail Yard Ale (2009)      84 0.052  35
## 478    CO                                Incredible Pedal IPA    1944 0.070  34
## 479    CO                                      Peach Pale Ale    2434 0.057  33
## 480    CO                                        Hop Syndrome    2004 0.050  33
## 481    CO                        Wood Splitter Pilsner (2012)     931 0.048  31
## 482    CO                              Crabtree Oatmeal Stout     659 0.075  30
## 483    CO                        Morning Wood Wheat (Current)    2360 0.059  30
## 484    CO                                     Hoopla Pale Ale     808 0.057  30
## 486    CO Lee Hill Series Vol. 3 - Barrel Aged Imperial Stout    2562 0.099  29
## 487    CO                                  Patty's Chile Beer    1345 0.042  29
## 488    CO                                 Wynkoop Pumpkin Ale    1045 0.055  29
## 489    CO                                            Orabelle    2646 0.083  29
## 490    CO                  Ferus Fluxus Wild Belgian Pale Ale    1853 0.075  28
## 491    CO                                    Norns Roggenbier    1453 0.050  27
## 492    CO                                 Upslope Pumpkin Ale     906 0.077  26
## 493    CO                                   Eclipse Black IPA     556 0.077  26
## 494    CO                  Top Rope Mexican-style Craft Lager     466 0.048  26
## 495    CO                                     B3K Black Lager     620 0.055  25
## 496    CO                                  Trigger Blonde Ale     716 0.048  25
## 497    CO                              Over the Rail Pale Ale     711 0.057  25
## 498    CO                Lee Hill Series Vol. 2 - Wild Saison    2563 0.068  25
## 499    CO                                  Fat Tire Amber Ale     563 0.052  24
## 500    CO                                               Shift     578 0.050  24
## 501    CO                                              Rumble    2647 0.071  23
## 502    CO                                Thai Style White IPA    1932 0.065  23
## 503    CO                         Rocky Mountain Oyster Stout    1035 0.075  22
## 504    CO                     Upslope Imperial India Pale Ale    1315 0.099  22
## 505    CO                             Ten Fidy Imperial Stout       8 0.099  22
## 506    CO                         Upslope Foreign Style Stout     614 0.069  21
## 507    CO                                            Dank IPA    1224 0.065  21
## 508    CO                               River North White Ale    1180 0.050  21
## 509    CO                                      One Hit Wonder     391 0.090  21
## 510    CO                Avery Joe’s Premium American Pilsner     146 0.047  20
## 511    CO                                          Ranger IPA     564 0.065  20
## 512    CO                                     Dead Eye Dunkel    1462 0.060  20
## 513    CO                         Farmer Wirtz India Pale Ale    1549 0.070  20
## 514    CO                                          Whitewater    2648 0.061  19
## 515    CO                           Colorojo Imperial Red Ale    1316 0.082  19
## 516    CO                                        Gyptoberfest    1613 0.056  18
## 517    CO                                 Silverback Pale Ale     145 0.055  18
## 518    CO              West Portal Colorado Common Summer Ale    1422 0.041  18
## 519    CO                                  Hemlock Double IPA    1762 0.095  18
## 520    CO                      Upslope Belgian Style Pale Ale     683 0.075  18
## 521    CO                                    Disconnected Red    1067 0.067  17
## 522    CO                                   G'KNIGHT (12 oz.)     388 0.087  17
## 523    CO                                     Dank IPA (2012)     964 0.065  17
## 524    CO                                      Hideout Helles    1463 0.069  17
## 525    CO                                  Fat Tire Amber Ale    1586 0.052  17
## 526    CO                                     Hazed & Infused    1395 0.049  15
## 527    CO                                  Peacemaker Pilsner    1461 0.058  15
## 528    CO                               Upslope Christmas Ale     907 0.082  15
## 529    CO                                  GUBNA Imperial IPA       6 0.099  15
## 530    CO                                       Rail Yard Ale     807 0.052  15
## 531    CO                                           Belgorado     928 0.067  14
## 532    CO                           Fat Tire Amber Ale (2011)     748 0.052  14
## 533    CO                                     Hibernation Ale    2649 0.087  12
## 534    CO                                            Old Chub       5 0.080  10
## 535    CO                                           Shift (1)     952 0.050   9
## 538    CT                                      Watermelon Ale    2421 0.051  33
## 554    CT                      Gandhi-Bot Double IPA (12 oz.)     320 0.088  65
## 557    CT                                 Weiss Trash Culture    1417 0.034  85
## 558    CT                                       Palate Mallet    2058 0.086  85
## 559    CT                               Elm City Lager (2007)      41 0.050  40
## 560    CT                               Chester's Beer (2005)     737 0.038  18
## 561    CT                              Road 2 Ruin Double IPA    1171 0.072  11
## 562    CT                           Atlantic Amber Ale (2007)      40 0.050   6
## 567    DC                                          The Public     184 0.060 115
## 568    DC                                      The Corruption     186 0.065  80
## 569    DC                                         The Citizen     185 0.070  15
## 570    DC                                      El Hefe Speaks    1263 0.053  11
## 572    DE                                 Greenville Pale Ale     433 0.055  52
## 579    FL                                   People's Pale Ale     553 0.053  21
## 585    FL                                          Sugar Plum    2012 0.055  25
## 589    FL                   Hopped on the High Seas (Ahtanum)    1692 0.070  35
## 593    FL                                      The Gilded Age    2037 0.045  12
## 594    FL                                      Miami Vice IPA    1506 0.071  82
## 595    FL                         Florida Cracker Belgian Wit     545 0.050  81
## 596    FL                                        Jai Alai IPA     546 0.075  80
## 597    FL                                          Wild Night    1238 0.059  75
## 598    FL                                        Midnight Oil    1239 0.050  70
## 599    FL                          José Martí American Porter    1140 0.080  70
## 600    FL                      Jai Alai IPA Aged on White Oak    1141 0.075  70
## 601    FL                          Duke's Cold Nose Brown Ale    1188 0.060  65
## 602    FL     Dry-Hopped On The High Seas Caribbean-Style IPA    1694 0.070  65
## 603    FL                                Rollin Dirty Red Ale    1800 0.050  65
## 605    FL                               Old Elephant Foot IPA     544 0.070  62
## 606    FL                                          Shark Bait    1508 0.053  60
## 607    FL                                Jon Boat Coastal Ale     559 0.045  60
## 608    FL                            Hotter Than Helles Lager     570 0.050  60
## 609    FL                                        Cotton Mouth    1241 0.050  60
## 610    FL                                      Rod Bender Red    2517 0.059  60
## 611    FL                              Stump Knocker Pale Ale    1240 0.056  60
## 612    FL                         Nut Sack Imperial Brown Ale    1107 0.070  55
## 613    FL                              Killer Whale Cream Ale    1568 0.055  50
## 614    FL                   Hopped on the High Seas (Calypso)    1725 0.070  38
## 615    FL                                       Last Stop IPA    1801 0.072  38
## 616    FL                      Wiregrass Post-Prohibition Ale    1695 0.063  35
## 617    FL                                           Arcus IPA    2096 0.069  30
## 618    FL                                         Oktoberfest    2011 0.055  30
## 619    FL                                Are Wheat There Yet?    1799 0.055  28
## 620    FL                                     Cubano Espresso    2349 0.055  28
## 621    FL                                Gator Tail Brown Ale    1507 0.053  25
## 622    FL                                 You're My Boy, Blue    1802 0.050  25
## 623    FL                                 Big Rod Coconut Ale    1325 0.053  25
## 624    FL                                            I-10 IPA     558 0.068  21
## 625    FL                               Puppy's Breath Porter    2010 0.060  20
## 626    FL                                  Wolfman's Berliner    1583 0.038  18
## 627    FL                  Hopped on the High Seas (Hop #529)    1726 0.070  18
## 628    FL                                       Happening Now    2009 0.045  16
## 629    FL                                         Loafin Bräu     936 0.055  11
## 630    FL                                            Big Nose    1242 0.073  10
## 632    GA                                            Atalanta    2112 0.053  20
## 634    GA                                  420 Extra Pale Ale    1709 0.054  25
## 637    GA                                           Lyric Ale    2113 0.065  35
## 638    GA                                         Waterkeeper    2551 0.057  50
## 640    GA                                  Macon Progress Ale    1475 0.050  65
## 641    GA                                   Macon History Ale    1008 0.055  55
## 642    GA                                      SweetWater IPA    1710 0.064  55
## 643    GA                                       Take Two Pils    2568 0.055  55
## 644    GA                                 Tybee Island Blonde    1407 0.047  42
## 645    GA                                  Savannah Brown Ale    1406 0.062  35
## 646    GA                                 Watership Brown Ale    1021 0.072  17
## 649    HI                              Longboard Island Lager    1274 0.046  36
## 656    HI                                   Lemongrass Saison    1271 0.050  75
## 657    HI                                   Kaua'i Golden Ale    2183 0.049  75
## 658    HI                                        Sunset Amber    2182 0.054  68
## 659    HI                                 Bikini Blonde Lager      33 0.045  65
## 660    HI                                      Aloha B’ak’tun     713 0.070  42
## 661    HI                                         Tsunami IPA    2186 0.072  30
## 662    HI                                  Lahaina Town Brown    1578 0.051  27
## 663    HI                                 Humpback Blonde Ale    2184 0.042  24
## 664    HI                                          Mana Wheat     313 0.055  23
## 665    HI                                      Hapa Brown Ale    2181 0.064  22
## 666    HI                                    Pau Hana Pilsner    1429 0.055  20
## 667    HI                                Hawaiian Crow Porter    2178 0.052  18
## 668    HI                                   Liquid Breadfruit     712 0.082  18
## 669    HI                                  Mauna Kea Pale Ale    2176 0.054  18
## 670    HI                                      Hapa Brown Ale    2180 0.064  18
## 671    HI                                    La Perouse White     547 0.050  18
## 672    HI                                     Volcano Red Ale    2177 0.052  15
## 673    HI                              Sobrehumano Palena'ole     690 0.060  12
## 676    IA                       Farmer John's Multi-Grain Ale     968 0.056  18
## 679    IA                          The Hole in Hadrian's Wall    1059 0.095  99
## 680    IA                                 33 Select Brown Ale    1058 0.065  75
## 681    IA                       Winter Games Select #32 Stout     601 0.057  70
## 682    IA                          Dirty Blonde Chocolate Ale    1275 0.048  48
## 683    IA                                     Aaah Bock Lager    1028 0.060  48
## 684    IA                       Lewbricator Wheat Dopplebock     2162 0.075  45
## 685    IA                              Great River Golden Ale    1446 0.048  36
## 686    IA                                  Boji Blue Pale Ale     602 0.050  30
## 687    IA                                        Dos Pistolas    1244 0.048  30
## 688    IA                         Midwest Charm Farmhouse Ale     603 0.060  30
## 689    IA                                  Barrel Aged Farmer    1574 0.070  29
## 690    IA                                         Oktoberfest     539 0.059  26
## 691    IA                           Owney Irish Style Red Ale    1064 0.050  26
## 692    IA                                       Redband Stout     371 0.060  25
## 693    IA    40th Annual Bix Street Fest Copper Ale (Current)     517 0.048  25
## 694    IA                                        Big Cock IPA     540 0.070  24
## 695    IA                                    Side Kick Kölsch    1087 0.050  23
## 696    IA                                 483 Pale Ale (2010)     190 0.053  22
## 697    IA                                      Widespread Wit     865 0.055  22
## 698    IA                                 Chickawawa Lemonale    1604 0.050  22
## 699    IA                                    Farmer Brown Ale     655 0.070  21
## 700    IA                           Roller Dam Red Ale (2010)     189 0.054  20
## 701    IA              Hop A Potamus Double Dark Rye Pale Ale     672 0.090  19
## 702    IA                           Boji Beach Golden Rye Ale     600 0.050  10
## 703    IA                                        483 Pale Ale     863 0.053   5
## 706    ID                        Initial Point India Pale Ale    1609 0.071  75
## 709    ID                                       Galena Golden    1152 0.043  73
## 710    ID                                  Power House Porter    1076 0.057  19
## 714    ID                                  Rodeo Rye Pale Ale    1805 0.042  17
## 717    ID                                   Iron Butt Red Ale    1792 0.058 100
## 718    ID                                    Dagger Falls IPA     879 0.063 100
## 719    ID                                   Old Devil's Tooth    1160 0.099 100
## 720    ID                                    Thanksgiving Ale    1798 0.050 100
## 721    ID                                    North Fork Lager    1043 0.044  92
## 722    ID                             Hopnoxious Imperial IPA    1447 0.079  90
## 723    ID             Barrel Aged Seven Devils Imperial Stout    1425 0.099  66
## 724    ID                                     Sockeye Maibock    1181 0.064  65
## 725    ID                                       Two-One Niner    1397 0.048  39
## 726    ID                                 Rusty Nail Pale Ale    1104 0.056  35
## 727    ID                                          Outlaw IPA    1048 0.062  35
## 728    ID                                    Dagger Falls IPA    1595 0.063  32
## 729    ID                                     3 Picket Porter    1105 0.055  25
## 730    ID                          Double Dagger Imperial IPA    1655 0.092  25
## 731    ID                            Aviator Raspberry Blonde    2293 0.049  12
## 732    ID                    Sockeye Belgian Style Summer Ale    1298 0.050  12
## 733    ID                           Boise Co-Op Two Score Ale    1424 0.055   9
## 786    IL                               Hobnob B & B Pale Ale    1040 0.065 100
## 787    IL                                 Secret Stache Stout     941 0.053 100
## 788    IL                                          Alley Time    1634 0.060 100
## 789    IL                                      Dog Days Lager    1284 0.051  85
## 790    IL                       Wild Onion Pumpkin Ale (2010)     334 0.045  80
## 791    IL                             Working for the Weekend    2135 0.079  76
## 792    IL                                              Mazzie    2553 0.054  72
## 793    IL                                        Atom Smasher    1042 0.077  70
## 794    IL                                         Pumpkin Ale    1618 0.045  69
## 795    IL                               Bottom Up Belgian Wit     414 0.050  68
## 796    IL                                         Fistmas Ale     418 0.061  60
## 797    IL                                       Cane and Ebel     861 0.070  55
## 798    IL                                Blood of the Unicorn    2559 0.065  45
## 799    IL                                         Sobek & Set    1664 0.080  43
## 800    IL                                         Phat Chance     971 0.052  43
## 801    IL                             Bitter Biker Double IPA    1821 0.096  41
## 802    IL                             Abbey's Single (2015- )    2505 0.049  40
## 803    IL                          Wet Hot American Wheat Ale    1662 0.050  36
## 804    IL                                   Rosa Hibiscus Ale     609 0.058  31
## 805    IL                                      Disco Superfly    2534 0.080  30
## 806    IL                                          Vertex IPA    2025 0.063  30
## 807    IL                                            Over Ale     352 0.060  28
## 808    IL                               Daisy Cutter Pale Ale     148 0.052  27
## 809    IL                         Goose Island India Pale Ale    2198 0.059  25
## 810    IL                               Wild Onion Summer Wit     398 0.042  23
## 811    IL                                      Painted Turtle    2552 0.045  23
## 812    IL                                  312 Urban Pale Ale    2457 0.054  22
## 813    IL                              Oktoberfest Revolution     417 0.057  22
## 814    IL                        Abbey's Single Ale (Current)    1887 0.049  22
## 815    IL                                       Eugene Porter     416 0.068  20
## 816    IL                                      A Little Crazy    1133 0.068  18
## 817    IL                                          Jack Stout     366 0.060  18
## 818    IL                                           Fist City    2576 0.055  17
## 819    IL                                 Big Bowl Blonde Ale    1364 0.050  16
## 820    IL                             Sidekick Extra Pale Ale    1121 0.051  15
## 821    IL                                      Threadless IPA     481 0.075  14
## 822    IL                                En Parfaite Harmonie    2531 0.065  13
## 823    IL                                          Galaxy IPA    2585 0.075  12
## 824    IL                                        Spiteful IPA    1819 0.062   8
## 855    IN                                           Lucky Dog    2430 0.052  10
## 861    IN                               Hinchtown Hammer Down    2284 0.050  40
## 869    IN                        Klingon Warnog Roggen Dunkel    1817 0.055  85
## 872    IN                                Sun King Oktoberfest     874 0.055  40
## 873    IN                          Indianapolis Indians Lager     739 0.052 115
## 874    IN                        Indians Victory Lager (2012)     698 0.052 115
## 875    IN                                      Half Cycle IPA    1610 0.060 104
## 876    IN                                Johan the Barleywine     394 0.099  91
## 877    IN                                      Half Court IPA    1786 0.063  90
## 878    IN                                       Floyd's Folly    1787 0.080  90
## 879    IN                       Great Crescent Coconut Porter    1269 0.056  86
## 880    IN                    Great Crescent Oktoberfest Lager     930 0.057  77
## 881    IN                                 Fistful Of Hops Red    2001 0.064  77
## 882    IN                                           Enlighten    2019 0.045  77
## 883    IN                                        Pale Alement    2478 0.055  75
## 884    IN                                Fistful Of Hops Blue    1999 0.064  75
## 885    IN                                3 Gear Robust Porter     949 0.052  75
## 886    IN                               Regional Ring Of Fire    2098 0.073  75
## 887    IN                                        Bitter Bitch    1979 0.061  75
## 888    IN                  Bourbon Barrel Aged Coconut Porter    1702 0.056  75
## 889    IN                                        Aurora Lager    1700 0.057  66
## 890    IN                      Grapefruit Jungle (GFJ) (2011)     532 0.075  65
## 891    IN                                   Wee Muckle (2011)     584 0.090  65
## 892    IN                                         Devil's Cup    2265 0.066  64
## 893    IN                                             Tribute    2609 0.058  62
## 894    IN                                      Saucy Intruder    2620 0.072  61
## 895    IN                                             Mr. Tea    2606 0.078  60
## 896    IN                                Port Barrel Wee Mac     2081 0.053  60
## 897    IN                                    Hopkick Dropkick    2471 0.099  60
## 898    IN                              Fistful of Hops Orange    2000 0.063  60
## 899    IN                                          Englishman    2016 0.045  60
## 900    IN                                           Barn Yeti    2220 0.090  58
## 901    IN                                         Citra Faced    2617 0.055  55
## 902    IN                                  Great Crescent IPA    1701 0.062  50
## 903    IN                                            Thai.p.a    2618 0.070  50
## 904    IN                                           Scarecrow    2219 0.069  50
## 905    IN                                             Ironman    2218 0.090  50
## 906    IN                                        Black Beer'd    2607 0.068  50
## 907    IN                              Damascene Apricot Sour    2622 0.052  48
## 908    IN                                                Csar    2621 0.120  46
## 909    IN                                          Cafe Leche    2623 0.058  45
## 910    IN                                           Ale Cider    2018 0.065  40
## 911    IN                                Bourbon Barrel Johan    1049 0.099  40
## 912    IN                                        Pale Alement    2054 0.055  37
## 913    IN                                          Wee Muckle    1656 0.090  36
## 914    IN                                          Garce Selé    2097 0.069  36
## 915    IN                                               Chaka     660 0.080  36
## 916    IN                                    Copperhead Amber    2216 0.052  35
## 917    IN                               Lost River Blonde Ale    1789 0.049  33
## 919    IN                                            Sinister    2263 0.090  33
## 920    IN                                    PV Muckle (2013)    2084 0.083  31
## 921    IN                    Great Crescent Blonde Ale (2011)     389 0.053  30
## 922    IN    Bourbon Barrel Batch 666: Sympathy for the Devil    2083 0.099  30
## 923    IN                              Bourbon Barrel Wee Mac    1127 0.054  30
## 924    IN                                     Troll Destroyer    1980 0.085  30
## 925    IN                                         Monon Wheat    1788 0.054  29
## 926    IN                              Feel Like Maplin' Love    2613 0.055  27
## 927    IN                                  T-6 Red Ale (2004)     780 0.047  27
## 928    IN                                            The 26th    2611 0.060  27
## 929    IN                                     Popcorn Pilsner    1314 0.054  27
## 930    IN                                      Ring of Dingle    1128 0.071  27
## 931    IN                                       Father's Beer    2612 0.050  26
## 932    IN                                          Whip Fight    2082 0.090  25
## 933    IN                                    Upland Wheat Ale    1951 0.045  25
## 934    IN                                     Pole Barn Stout    2616 0.055  24
## 935    IN                           Great Crescent IPA (2011)     436 0.062  24
## 936    IN                                Campside Session IPA    2190 0.045  24
## 937    IN                             Great Crescent Mild Ale     439 0.042  23
## 938    IN                                 Rise of the Phoenix    2264 0.071  23
## 939    IN                                Great Crescent Stout     442 0.080  23
## 940    IN                Great Crescent Coconut Porter (2012)     441 0.056  23
## 941    IN                       Hop Up Offa That Brett (2014)    2085 0.058  23
## 942    IN                                          Royal Brat    1599 0.065  23
## 943    IN                                    Leprechaun Lager    1657 0.040  23
## 944    IN                                                Isis     651 0.091  23
## 945    IN                               Fistful of Hops Green    1996 0.064  23
## 946    IN                                                Pale    2615 0.054  23
## 947    IN                            Circuit Bohemian Pilsner     948 0.045  22
## 948    IN                          Bourbon Barrel Aged Timmie    1367 0.099  22
## 949    IN                                Stupid Sexy Flanders    1366 0.063  22
## 950    IN                              Bourbon's Barrel Stout     455 0.075  22
## 951    IN                           Great Crescent Dark Lager     440 0.057  22
## 952    IN                                        Honey Kolsch    2217 0.046  20
## 953    IN                                       Dragonfly IPA    1950 0.060  20
## 954    IN                             Grapefruit Jungle (GFJ)    1420 0.075  20
## 955    IN                                            Java Mac    2215 0.054  18
## 956    IN                                           Deduction    2601 0.080  18
## 957    IN                                          The Gadget    2610 0.064  18
## 958    IN                                             Tip Off    2605 0.052  16
## 959    IN                    Great Crescent Belgian Style Wit     478 0.051  15
## 960    IN                                      Yoshi's Nectar    2614 0.053  15
## 962    IN                                     Osiris Pale Ale    1389 0.056  12
## 963    IN                                             Cowbell    2164 0.054   8
## 968    KS                             Wild Plum Farmhouse Ale    1196 0.056 110
## 969    KS                                   Annie's Amber Ale      96 0.055  93
## 970    KS                              Tonganoxie Honey Wheat     824 0.044  93
## 971    KS                                   Tallgrass Pub Ale    1009 0.044  60
## 972    KS                                               Oasis     912 0.072  44
## 973    KS                     Thrasher Session India Pale Ale    1886 0.045  35
## 974    KS                                       Zombie Monkie    1736 0.062  34
## 975    KS                                Buffalo Sweat (2010)     102 0.050  22
## 976    KS                                       Buffalo Sweat     765 0.050  22
## 977    KS                                       Tallgrass Ale     103 0.044  20
## 978    KS                                      8-Bit Pale Ale     595 0.052  20
## 979    KS                                        Oasis (2010)     104 0.072  20
## 980    KS                                      Wooden Rooster    2575 0.085  20
## 981    KS                                           Ethos IPA    1017 0.068  20
## 982    KS                                      Velvet Rooster     537 0.085  20
## 983    KS                                 Ginger Peach Saison    2555 0.048  20
## 984    KS                        Gutch English Style Mild Ale    1885 0.050  16
## 985    KS                            Halcyon Unfiltered Wheat     412 0.050  16
## 986    KS                                   Köld Lager (2010)     105 0.050  12
## 989    KY                                        Kentucky IPA    1149 0.065  45
## 994    KY                                      Kamen Knuddeln    2676 0.065  80
## 995    KY                         Pay It Forward Cocoa Porter    2356 0.070  68
## 996    KY                                         Bloody Show    2679 0.055  68
## 997    KY                                            Sho'nuff    2680 0.040  68
## 998    KY                                       Flesh Gourd'n    2681 0.066  65
## 999    KY                                    Coq de la Marche    2677 0.051  42
## 1000   KY                                West Sixth Amber Ale    1069 0.055  38
## 1001   KY                                      Citra Ass Down    2540 0.082  25
## 1002   KY                                              A Beer    2683 0.042  25
## 1003   KY                                      Citra Ass Down    2686 0.080  21
## 1004   KY                                      London Balling    2685 0.125  20
## 1005   KY                                      The Brown Note    2539 0.050  20
## 1006   KY                                     Rules are Rules    2682 0.050  17
## 1007   KY                                                35 K    2684 0.077  13
## 1009   LA                                      Juke Joint IPA    1755 0.070  48
## 1010   LA                                    Rebirth Pale Ale    2272 0.050  41
## 1011   LA                                     NOLA Blonde Ale     484 0.049  22
## 1015   LA                                         Purple Haze     515 0.042  28
## 1017   LA                                 Irish Channel Stout    1582 0.068  60
## 1018   LA                         Parade Ground Coffee Porter    1754 0.070  52
## 1019   LA                                 Tin Roof Blonde Ale     529 0.045  49
## 1020   LA                                         Abita Amber     514 0.045  37
## 1021   LA                                         Jockamo IPA     516 0.065  35
## 1022   LA                                 Turnrow Harvest Ale    2321 0.055  28
## 1023   LA                                       MechaHopzilla    1114 0.088  21
## 1024   LA                           Tin Roof Watermelon Wheat    1428 0.050  18
## 1025   LA                                  Heiner Brau Kölsch     129 0.050  17
## 1026   LA                                   Perfect Tin Amber     494 0.045  13
## 1035   MA                                     Gerry Dog Stout    1002 0.065  70
## 1050   MA                                     Remain in Light    2257 0.050  22
## 1052   MA                                           Rebel IPA    1629 0.065  13
## 1057   MA                                Left of the Dial IPA    1917 0.043  40
## 1058   MA                                      Pumple Drumkin    1365 0.060 130
## 1059   MA                           Steel Rail Extra Pale Ale    1317 0.053  85
## 1060   MA                                      Blue Boots IPA    1854 0.069  85
## 1061   MA                                        Back Bay IPA    2420 0.068  80
## 1062   MA                             The Long Thaw White IPA    1653 0.062  80
## 1063   MA                                         Big Elm IPA    1003 0.070  69
## 1064   MA                                       Wachusett IPA    1844 0.056  65
## 1065   MA                           Pop's Old Fashioned Lager    1551 0.052  64
## 1066   MA                                     Fisherman's IPA    2066 0.055  55
## 1067   MA                            Samuel Adams Octoberfest    1281 0.053  55
## 1068   MA                                    Fisherman's Brew    2064 0.055  55
## 1069   MA                                 Wachusett Light IPA    1846 0.040  50
## 1070   MA                           Plum Island Belgian White     914 0.054  45
## 1071   MA                                        Boston Lager    1349 0.049  45
## 1072   MA                             Quarter Mile Double IPA    1812 0.080  45
## 1073   MA                                        Leisure Time    2672 0.048  45
## 1074   MA                                       Orignal Blend     977 0.051  45
## 1075   MA                                    Fisherman's Pils    2065 0.054  43
## 1076   MA                                      Hoponius Union    2670 0.067  42
## 1077   MA                                  Harpoon IPA (2012)     770 0.059  42
## 1078   MA                                 Banner American Ale    1643 0.035  42
## 1079   MA                                     All Nighter Ale    1776 0.045  40
## 1080   MA                                           UFO White     610 0.048  37
## 1081   MA                           Shark Tracker Light lager    2338 0.048  37
## 1082   MA                                        Boston Lager    1310 0.049  35
## 1083   MA                          Bunker Hill Blueberry Ale     2419 0.048  35
## 1084   MA                                  Harpoon IPA (2010)     126 0.059  30
## 1085   MA                                      Watermelon Ale    2435 0.050  30
## 1086   MA                                        Be Hoppy IPA    1697 0.065  30
## 1087   MA                                         Honey Cider    1558 0.048  30
## 1088   MA                                           Grey Lady    1094 0.045  30
## 1089   MA                          Harpoon Summer Beer (2012)     769 0.050  28
## 1090   MA                              Imperial Pumpkin Stout    2068 0.099  28
## 1091   MA                                    Wachusett Summer    1038 0.047  28
## 1092   MA                                       Flying Sailor    2449 0.073  22
## 1093   MA                                    Country Pale Ale    1030 0.051  20
## 1094   MA                            Fenway American Pale Ale    2423 0.058  20
## 1095   MA                                     Summer of Lager     657 0.062  20
## 1096   MA                               Whale's Tale Pale Ale      56 0.056  20
## 1097   MA                          Wachusett Light IPA (2013)    1029 0.040  18
## 1098   MA                                    Green Monsta IPA     618 0.060  17
## 1099   MA                          Harpoon Summer Beer (2010)     192 0.050  16
## 1100   MA                                             Pumpkan     908 0.052  15
## 1101   MA                               Westfield Octoberfest    1645 0.057  15
## 1102   MA                             Wachusett Blueberry Ale     619 0.045  15
## 1103   MA                                  Larry Imperial IPA    1418 0.085  10
## 1104   MA                                 Archer's Ale (2004)     738 0.050  10
## 1105   MA                                          Summer Ale    2376 0.049  10
## 1106   MA                                 Sankaty Light Lager     359 0.038  10
## 1107   MA                                      Indie Pale Ale     656 0.065   8
## 1108   MA                                    Strawberry White    1843 0.047   7
## 1115   MD                                      Double Duckpin    2507 0.085  55
## 1118   MD                                  Suicide Blonde IPA    2514 0.070  18
## 1120   MD                                             Old Pro    2506 0.042  90
## 1121   MD                                           Classique    1344 0.045  60
## 1122   MD                                           Honey Rye    2512 0.058  45
## 1123   MD                                            Brontide    1631 0.050  45
## 1124   MD                                        Loose Cannon     990 0.072  30
## 1125   MD                                                Ozzy    1079 0.073  28
## 1126   MD                                    Duckpin Pale Ale     829 0.055  25
## 1127   MD                                        Balt Altbier     582 0.060  18
## 1128   MD                                     AARGHtoberfest!     989 0.060  17
## 1129   MD                                 Welcome to Scoville    2408 0.069  10
## 1138   ME                                     Pumpkinhead Ale     814 0.047  35
## 1141   ME                                                Gose    2580 0.035   8
## 1142   ME                                  Summer Session Ale    1930 0.050 108
## 1150   ME                    Sea Dog Wild Blueberry Wheat Ale     815 0.047  70
## 1151   ME                                       Toughcats IPA    1783 0.072  69
## 1152   ME                                        Tug Pale Ale    1717 0.050  65
## 1153   ME                                    Geary's Pale Ale    1763 0.045  61
## 1154   ME                                   Fresh Cut Pilsner    1931 0.046  42
## 1155   ME                          Ace Hole American Pale Ale    1516 0.063  35
## 1156   ME                           Celsius Summer Ale (2012)     707 0.047  28
## 1158   MI                                          Undertaker    1977 0.067  18
## 1174   MI                                                Mela    2091 0.062  15
## 1196   MI                                      Grapefruit IPA    2628 0.050  35
## 1203   MI                                       Grand Rabbits    1480 0.055  15
## 1209   MI                                              Ryecoe    2469 0.062  20
## 1213   MI                                               Paris    2481 0.090  20
## 1216   MI                                      Centennial IPA    1565 0.072  12
## 1220   MI                                     Atwater's Lager     527 0.050   5
## 1225   MI                                     Milkshake Stout     363 0.050  23
## 1229   MI                             Wolverine Premium Lager    1468 0.047  21
## 1236   MI                                             IPA #11    2380 0.057  32
## 1239   MI             Plow Horse Belgian Style Imperial Stout    1031 0.095  65
## 1246   MI                                          3 Scrooges    2143 0.065  12
## 1266   MI                    Hubris Quadrupel Anniversary Ale    1033 0.099  77
## 1273   MI                                         Nunica Pine    2245 0.068  40
## 1276   MI                                            I.P. Eh!    2493 0.068  30
## 1281   MI                                            Solitude     385 0.060 115
## 1282   MI                                           Honey Lav    1953 0.052  74
## 1283   MI                           Grand Trunk Bohemian Pils    2141 0.050  72
## 1285   MI                                              Kludde     627 0.085  65
## 1286   MI                                        Mr. Blue Sky    2375 0.045  65
## 1287   MI                                              Verdun    2542 0.077  62
## 1288   MI                                      Le Flaneur Ale    1785 0.073  58
## 1289   MI                                     Tropical Saison    2500 0.065  55
## 1290   MI                                  North 45 Amber Ale    1404 0.059  55
## 1291   MI                                        Winter White    2022 0.050  54
## 1292   MI                                        Black Rabbit    1267 0.050  51
## 1293   MI                             Tart Side of the Barrel    2598 0.098  50
## 1294   MI                                 Lemon Shandy Tripel    1570 0.090  47
## 1295   MI                                          Psychopomp    2416 0.062  42
## 1296   MI                                         Weim-R-Iner    1985 0.069  40
## 1297   MI                                           Nordskye     2634 0.048  35
## 1298   MI                                     Lazy Daze Lager      97 0.055  35
## 1299   MI                                   Bushwhacker Cider    1986 0.069  35
## 1300   MI                               Edward’s Portly Brown    2626 0.045  35
## 1301   MI                                         Tree Bucket    1947 0.093  30
## 1302   MI                                        Dubbelicious    2418 0.065  25
## 1303   MI                            Draught Hard Apple Cider     877 0.065  25
## 1304   MI                                   Maize & Blueberry    1651 0.056  25
## 1305   MI                                           Farm Hand     387 0.055  20
## 1306   MI                                  Linnaeus Mango IPA    2597 0.060  18
## 1307   MI                              Norm's Raggedy Ass IPA    2139 0.075  17
## 1308   MI                                Trebuchet Double IPA    1443 0.093  15
## 1309   MI                                       Contemplation    1352 0.065  15
## 1310   MI                                              Zaison    1266 0.090  12
## 1311   MI                                           CEO Stout    1277 0.059  12
## 1312   MI                            10 Degrees of Separation    2491 0.055  12
## 1313   MI                                        Train Hopper    2627 0.058  11
## 1314   MI                                     Cornerstone IPA     158 0.070  11
## 1315   MI                               Oval Beach Blonde Ale    1477 0.050  10
## 1316   MI                             Northern Hawk Owl Amber    1278 0.058  10
## 1317   MI                                   Schoolhouse Honey    2492 0.050   8
## 1318   MI                                         Two Hearted    1988 0.070   6
## 1325   MN                                     Let It Ride IPA    1903 0.068  40
## 1327   MN                                        Venture Pils    1253 0.050  83
## 1328   MN                                              BLAKKR    1739 0.099 120
## 1329   MN                                       Maggie's Leap    2691 0.049 100
## 1330   MN                                          Wall's End    2690 0.048  99
## 1331   MN                                         Wagon Party    1966 0.054  90
## 1332   MN                                             Getaway    2036 0.052  90
## 1333   MN                                    Todd the Axe Man    2543 0.072  87
## 1334   MN                                          Stronghold    2688 0.060  85
## 1335   MN                                     Rise to the Top    1780 0.041  85
## 1336   MN                              Shenanigans Summer Ale    1115 0.046  80
## 1337   MN                              Unchained #18 Hop Silo    2415 0.083  76
## 1338   MN                                      Midnight Ryder     729 0.065  70
## 1339   MN                                       Coffee Bender      17 0.051  69
## 1340   MN                                              Bender      16 0.051  68
## 1341   MN                                Lost Trout Brown Ale    1779 0.049  55
## 1342   MN                                          Make It So    2549 0.053  55
## 1343   MN                                           SurlyFest      18 0.055  50
## 1344   MN                     Forest Fire Imperial Smoked Rye    1256 0.099  50
## 1345   MN                                         Wonderstuff    1963 0.054  49
## 1346   MN                                    Jack Pine Savage    1257 0.053  48
## 1347   MN                                             Pumpion    2689 0.060  47
## 1348   MN                                      Extra Pale Ale    2352 0.053  45
## 1349   MN                                Bad Axe Imperial IPA    1255 0.098  45
## 1350   MN                              Uber Lupin Schwarz IPA    2557 0.083  45
## 1351   MN                                         Parapet ESB    2687 0.056  44
## 1352   MN                                            Sky-Five    1965 0.067  43
## 1353   MN                                       Nordic Blonde    2556 0.057  40
## 1354   MN                                          Cold Press    2496 0.060  38
## 1355   MN                                            CynicAle      13 0.067  38
## 1356   MN                                        Morning Wood     986 0.055  37
## 1357   MN                                       Bark Bite IPA     985 0.066  35
## 1358   MN                                       Bitter Brewer      19 0.040  34
## 1359   MN                                    Preservation IPA    1026 0.068  34
## 1360   MN                                   Big Island Shandy    1027 0.050  33
## 1361   MN                               Bent Paddle Black Ale    1261 0.060  32
## 1362   MN                                  Harness the Winter    2410 0.072  30
## 1363   MN                                             Furious      12 0.062  30
## 1364   MN                                        Abrasive Ale      15 0.097  28
## 1365   MN                                                Hell      14 0.051  27
## 1366   MN                                            14° ESB     1902 0.056  27
## 1367   MN                                          Stargrazer    1964 0.050  26
## 1368   MN                                        Get Together    2692 0.045  25
## 1369   MN                                 Hopvale Organic Ale    2473 0.047  22
## 1370   MN                                      Hunny Do Wheat    2347 0.048  20
## 1371   MN                                                Moar    2558 0.044  19
## 1372   MN                                  Three Way Pale Ale    1781 0.052  18
## 1373   MN                                 Bent Hop Golden IPA    1901 0.062  10
## 1378   MO                               Schlafly Summer Lager      53 0.045  70
## 1382   MO                            Rip Van Winkle (Current)    2348 0.080  38
## 1387   MO                                 Schlafly Hefeweizen     588 0.041  89
## 1388   MO                                    Blackberry Wheat    2459 0.048  80
## 1389   MO                                   Masked Bandit IPA    1540 0.070  70
## 1390   MO                                      Old Tom Porter     847 0.055  70
## 1391   MO                                      Float Trip Ale    1335 0.045  66
## 1392   MO                                         Honey Wheat    1052 0.047  65
## 1393   MO                             McKinney Eddy Amber Ale     521 0.055  45
## 1394   MO                           Morgan Street Oktoberfest    1617 0.049  35
## 1395   MO                                             Towhead    2237 0.052  30
## 1396   MO                                        Hot Date Ale    1791 0.060  30
## 1397   MO                                           Send Help    2544 0.045  28
## 1398   MO                                      O’Malley’s IPA    2343 0.075  28
## 1399   MO                        Missouri Mule India Pale Ale     479 0.070  25
## 1400   MO                                       Drop Kick Ale    2340 0.052  24
## 1401   MO                                        Schlafly IPA    1078 0.045  24
## 1402   MO                                  Black Walnut Wheat     846 0.045  24
## 1403   MO                                         Lil' Helper    2208 0.070  21
## 1404   MO                                         Resurrected    2285 0.065  20
## 1405   MO                            When Helles Freezes Over    1756 0.056  20
## 1406   MO                                       Heavy Lifting    2596 0.062  18
## 1407   MO                                    Sweet Potato Ale    1491 0.060  18
## 1408   MO                           Schlafly Yakima Wheat Ale    1324 0.050  18
## 1409   MO                          L'il Lucy's Hot Pepper Ale    2341 0.049  18
## 1411   MO                         Schlafly American Brown Ale    1077 0.050  16
## 1412   MO                                         Divided Sky    2286 0.065  14
## 1413   MO                             Cast Iron Oatmeal Brown    2324 0.055  11
## 1414   MO                                Schlafly Black Lager    1323 0.050  11
## 1416   MS                                Mississippi Fire Ant    1745 0.080  80
## 1417   MS                             Suzy B Dirty Blonde Ale    2296 0.050  72
## 1418   MS                      Devil's Harvest Extra Pale Ale    2297 0.058  65
## 1419   MS                                     Jack the Sipper    2320 0.053  60
## 1420   MS                                             Pub Ale    2033 0.038  60
## 1421   MS                                    Ballistic Blonde    2032 0.051  45
## 1422   MS                      Devil's Harvest Extra Pale Ale    1117 0.058  40
## 1423   MS                                   Hipster Breakfast    1120 0.058  31
## 1424   MS                         Sinister Minister Black IPA    2346 0.077  20
## 1425   MS                             Suzy B Dirty Blonde Ale    1118 0.050  20
## 1426   MS                              2014 IPA Cicada Series    2362 0.075  18
## 1427   MT                                     Plum St. Porter    1573 0.057  42
## 1429   MT                             Lewis & Clark Amber Ale     473 0.050  15
## 1432   MT                                  Bozone Hefe Weizen    1288 0.060  36
## 1434   MT                                     Plum St. Porter    2107 0.060  70
## 1438   MT                                     Ambitious Lager     813 0.050  27
## 1443   MT                                 Yard Sale Amber Ale    1432 0.056  45
## 1444   MT                              Double Haul IPA (2006)     758 0.065  80
## 1445   MT                             Miner's Gold Hefeweizen     472 0.050  65
## 1446   MT                                  Bozone HopZone IPA    1289 0.070  65
## 1447   MT                                      Bodacious Bock     825 0.075  65
## 1448   MT                          Scape Goat Pale Ale (2010)     159 0.050  65
## 1449   MT                        Moose Drool Brown Ale (2009)      34 0.051  65
## 1450   MT                              Double Haul IPA (2009)     759 0.065  60
## 1451   MT                                        Sawtooth Ale    1411 0.054  52
## 1452   MT                                   Hat Trick Hop IPA    1433 0.068  52
## 1454   MT                             Powder Hound Winter Ale    1456 0.072  40
## 1455   MT                             Bozone Select Amber Ale     470 0.055  40
## 1456   MT                                      Tumbleweed IPA     474 0.057  35
## 1457   MT                                  Big Sky IPA (2012)     579 0.062  35
## 1458   MT                                   Eddy Out Pale Ale      87 0.055  35
## 1459   MT      Black Star Double Hopped Golden Lager (24 oz.)     404 0.045  26
## 1460   MT      Black Star Double Hopped Golden Lager (12 oz.)     164 0.045  26
## 1461   MT                                     Blown Out Brown    1441 0.052  26
## 1462   MT                           Back Country Scottish Ale     471 0.057  25
## 1463   MT                                     Double Haul IPA      86 0.065  15
## 1464   MT                     Montana Trout Slayer Ale (2009)      35 0.050  15
## 1465   MT                                      Single Hop Ale    1413 0.063  11
## 1466   MT                              Yellowstone Golden Ale     475 0.051  11
## 1468   NC                          Carolina Lighthouse (2007)     784 0.040  35
## 1472   NC                             Hog Wild India Pale Ale     705 0.067  20
## 1476   NC                                  Deviant Dale's IPA    1328 0.080  65
## 1480   NC                                     Pisgah Pale Ale    1759 0.057  50
## 1482   NC                       Devils Tramping Ground Tripel     704 0.092  50
## 1490   NC                                Trail Maker Pale Ale    1251 0.065  60
## 1494   NC                    Porter (a/k/a Black Gold Porter)    2509 0.060   5
## 1497   NC                                    Action Man Lager    1250 0.055  85
## 1498   NC                                     Dale's Pale Ale    1166 0.065  85
## 1499   NC                                           Mad Beach    1228 0.048  80
## 1500   NC                                 Honey Badger Blonde    2510 0.047  75
## 1501   NC                                 Peacemaker Pale Ale    2329 0.057  73
## 1502   NC                                       Pumpkin Beast    1620 0.062  69
## 1503   NC                                Second Wind Pale Ale     419 0.050  65
## 1504   NC                                        Flagship IPA     530 0.057  65
## 1505   NC                                           Long Leaf    2511 0.071  51
## 1506   NC                                         Jam Session    1622 0.051  47
## 1507   NC                                        Deadeye Jack    2332 0.060  45
## 1508   NC                          King Winterbolt Winter Ale    1719 0.070  42
## 1509   NC                            Firewater India Pale Ale     507 0.052  41
## 1510   NC                                      Santa's Secret    2255 0.059  35
## 1511   NC                                     Pistols at Dawn    2330 0.075  32
## 1512   NC                             Wee-Heavy-Er Scotch Ale    1260 0.070  31
## 1513   NC                         Triangle Belgian Golden Ale     113 0.080  31
## 1514   NC                                Hop Drop 'N Roll IPA    1621 0.072  30
## 1515   NC                        Carolina Blonde Light (2005)     782 0.035  27
## 1516   NC                                 Sky Blue Golden Ale     427 0.051  26
## 1517   NC                                         Rocket Girl     550 0.032  24
## 1518   NC                                       13 Rebels ESB    1259 0.052  23
## 1519   NC                                   Jalapeno Pale Ale    2508 0.055  23
## 1520   NC                            Firewater India Pale Ale    1743 0.052  22
## 1521   NC                                          Sunny Haze     408 0.050  22
## 1522   NC                                        OktoberBeast    1579 0.072  19
## 1523   NC                              Farmer Ted's Cream Ale    1744 0.056  17
## 1524   NC                                    White Zombie Ale    1742 0.047  11
## 1525   NC                                  Triangle White Ale     114 0.050   5
## 1526   ND                                   Stone's Throw IPA    1435 0.045  70
## 1527   ND                                 Iron Horse Pale Ale    1722 0.050  32
## 1528   ND                         Wood Chipper India Pale Ale    1434 0.067  19
## 1532   NE                                   467 Ethan's Stout    1012 0.050  50
## 1540   NE                                          Monkadelic    2236 0.042  70
## 1544   NE                                   Cardinal Pale Ale    1145 0.057 100
## 1545   NE                                Brewerhood Brown Ale    1321 0.055  65
## 1547   NE                                     Wick For Brains    1705 0.061  37
## 1548   NE                                    834 Happy As Ale     611 0.046  37
## 1549   NE                                      1327 Pod's ESB     888 0.056  35
## 1550   NE                                      EOS Hefeweizen    1147 0.048  29
## 1551   NE               543 Skull Creek Fresh Hopped Pale Ale     937 0.045  15
## 1552   NE                                      1327 Pod's ESB     612 0.056  11
## 1553   NE                                      1327 Pod's ESB     886 0.056  10
## 1556   NH                                Boneshaker Brown Ale     337 0.055  30
## 1560   NH                                     Berliner Weisse    2570 0.055  82
## 1561   NH                           Raspberry Berliner Weisse    2573 0.055  15
## 1562   NJ                                          Lucky Buck    1890 0.040 100
## 1563   NJ                                               077XX    1940 0.078  80
## 1564   NJ                                           Boat Beer    1439 0.042  65
## 1565   NJ                                 What the Butler Saw    2111 0.050  35
## 1566   NJ                            Monkey Chased the Weasel    1941 0.039  34
## 1567   NJ                                   1916 Shore Shiver    2110 0.069  30
## 1568   NJ                                             Epitome    2094 0.099  18
## 1569   NJ                                         Longhop IPA    1891 0.042   9
## 1570   NM                               Marble India Pale Ale     845 0.062  55
## 1572   NM                                      Marble Pilsner    1262 0.047  50
## 1575   NM                                    Happy Camper IPA     217 0.066  26
## 1577   NM                                           Saison 88    1519 0.055  25
## 1578   NM                                           Black IPA     967 0.071 100
## 1579   NM                                Farmer's Tan Red Ale    1936 0.060  95
## 1580   NM                                Milk Mustachio Stout    1937 0.065  72
## 1581   NM                                        Elevated IPA     664 0.072  30
## 1582   NM                                         Almanac IPA    1938 0.062  30
## 1583   NM                                    A Slice of Hefen    1741 0.054  15
## 1587   NV                   Tour de Nez Belgian IPA (Current)     538 0.080  90
## 1589   NV                           Black Adder IBA (Current)     383 0.073  50
## 1590   NV                         Black Noddy Lager (Current)      26 0.052  42
## 1591   NV                          Very Noddy Lager (Current)      29 0.099  40
## 1592   NV                                           Weize Guy    2060 0.050  35
## 1593   NV                                Hop Box Imperial IPA     468 0.093  15
## 1594   NV                            Fox Tail Gluten Free Ale     469 0.050  15
## 1600   NY                                       Bengali Tiger    1385 0.064  18
## 1621   NY                                       Montauk Light    2024 0.035  63
## 1623   NY                                       KelSo Pilsner    1348 0.055 111
## 1624   NY                                Blue Point White IPA     692 0.060 103
## 1625   NY                                      Saranac Shandy    1359 0.042  85
## 1626   NY                                      Upstate I.P.W.     381 0.065  74
## 1627   NY                             Brooklyn Lager (12 oz.)      65 0.052  70
## 1628   NY                                          Brownstone     778 0.059  70
## 1629   NY                                      Bronx Pale Ale    1037 0.063  69
## 1630   NY                                        Sweet Action    1387 0.052  69
## 1631   NY                     Hipster Ale (Two Roads Brewing)    1287 0.055  64
## 1632   NY                                       Global Warmer    1608 0.070  62
## 1633   NY                                       Sensi Harvest    1962 0.047  62
## 1634   NY                                             Bengali    2090 0.065  62
## 1635   NY                    Saranac Traditional Lager (2000)     957 0.048  60
## 1636   NY                    Common Sense Kentucky Common Ale     382 0.053  60
## 1637   NY                                            8 Barrel    2080 0.080  57
## 1638   NY                                              Diesel     525 0.063  57
## 1639   NY                            Dundee Summer Wheat Beer     457 0.045  52
## 1640   NY                                              Apollo     630 0.052  50
## 1641   NY                          Brooklyn Summer Ale (2011)     328 0.045  50
## 1642   NY                                Bronx Black Pale Ale    1747 0.057  49
## 1643   NY                                       Nomader Weiss    2283 0.040  48
## 1644   NY                                               Resin     628 0.091  47
## 1645   NY                                           Harbinger     629 0.049  47
## 1646   NY                                              Hi-Res    1696 0.099  47
## 1647   NY                            Pomegranate Wheat (2008)     956 0.047  46
## 1648   NY                                       Driftwood Ale    1906 0.060  42
## 1649   NY                               KelSo Nut Brown Lager    1678 0.057  42
## 1650   NY                     Saranac Adirondack Light (2002)     959 0.045  40
## 1651   NY                        Autumnation (2011-12) (2011)     512 0.060  40
## 1652   NY                                Blueberry Blonde Ale     773 0.050  35
## 1653   NY                                KelSo India Pale Ale    1572 0.060  35
## 1654   NY                                  Montauk Summer Ale    1907 0.056  34
## 1655   NY                           Saranac Pale Ale (12 oz.)     150 0.055  34
## 1656   NY                                         Bikini Beer    1286 0.027  28
## 1657   NY                             Brooklyn Lager (16 oz.)      66 0.052  28
## 1658   NY                                              4Beans    2574 0.100  27
## 1659   NY                                 Brooklyn Summer Ale     756 0.045  23
## 1661   NY                                    DAX Light (1998)     958 0.045  19
## 1662   NY                                              Jammer    2479 0.042  18
## 1663   NY                                    The Crisp (2011)     425 0.054  16
## 1664   NY                                 East India Pale Ale     566 0.068  16
## 1665   NY                                Righteous Ale (2011)     423 0.063  16
## 1666   NY                                         Oktoberfest    2079 0.055  12
## 1667   NY                                Bengali Tiger (2011)     422 0.064  11
## 1668   NY                                 Sweet Action (2011)     424 0.052   7
## 1675   OH                                         Happy Amber    1124 0.060  33
## 1680   OH                                            Hop Ryot    2363 0.065 120
## 1683   OH                                 Seiche Scottish Ale    1881 0.078  23
## 1686   OH                                         Psychopathy    1126 0.069 126
## 1687   OH                                         Galaxy High    2454 0.099  80
## 1688   OH                       Humulus Nimbus Super Pale Ale    1766 0.060  75
## 1689   OH                            Bleeding Buckeye Red Ale    1642 0.057  70
## 1690   OH                                        Gnarly Brown    1125 0.070  70
## 1691   OH                          Four String Vanilla Porter    2428 0.060  68
## 1692   OH                           Hop Stalker Fresh Hop IPA    2088 0.070  67
## 1693   OH                                          Trail Head    2089 0.063  60
## 1694   OH                                                LIFT    1816 0.047  60
## 1695   OH                                                 Dad    2132 0.060  55
## 1696   OH                                            Lil SIPA    1771 0.050  55
## 1697   OH                           Angry Orchard Crisp Apple    1292 0.050  53
## 1698   OH                                               SPRYE    1815 0.050  45
## 1699   OH                                              Hustle    2452 0.057  42
## 1700   OH                        Seventh Son of a Seventh Son    2250 0.077  42
## 1701   OH                                   The Great Pumpcan    1994 0.079  40
## 1702   OH                            Cleveland Beer Week 2013    1627 0.053  40
## 1703   OH                                               Franz    1992 0.052  40
## 1704   OH                                        Thunder Snow    2133 0.085  36
## 1705   OH                             Hop Bomber Rye Pale Ale    1654 0.055  35
## 1706   OH                                          Flyin' Rye    2221 0.070  32
## 1707   OH                                             Ermal's    2223 0.054  30
## 1708   OH                              New Cleveland Palesner    2336 0.050  28
## 1709   OH                          Seventh Son Hopped Red Ale    1767 0.077  25
## 1710   OH                                         Sol Drifter    2209 0.043  21
## 1711   OH                                           Pure Fury    2451 0.055  20
## 1712   OH                     Bay of Bengal Double IPA (2014)    2440 0.089  20
## 1713   OH                                Big Chuck Barleywine    1909 0.099  18
## 1714   OH                                              10 Ton    2222 0.070  18
## 1715   OH                                          Razz Wheat    2453 0.055  16
## 1716   OH                           Angry Orchard Crisp Apple    1293 0.050  16
## 1717   OH                                        Self Starter    2450 0.052  11
## 1719   OK                                  Horny Toad Cerveza    2214 0.053  26
## 1723   OK                                          Golden One    2207 0.068  74
## 1726   OK                            Dead Armadillo Amber Ale    1746 0.063 100
## 1727   OK                                  Mustang Golden Ale     421 0.053  80
## 1728   OK                                              Arjuna    2040 0.060  78
## 1729   OK                           Horny Toad Cerveza (2013)     169 0.053  37
## 1730   OK                                   Mustang Sixty-Six    1598 0.050  35
## 1731   OK                                            Uroboros    2039 0.085  35
## 1732   OK                                         Mustang '33     862 0.040  25
## 1733   OK                                          12th Round    1577 0.076  25
## 1734   OK                                   Polar Night Stout    1575 0.080  14
## 1735   OK                                       RoughTail IPA    1576 0.070  10
## 1736   OK                                              F5 IPA    1442 0.068   9
## 1737   OR                                            Pub Beer    1436 0.050  15
## 1746   OR                                     Lawnmower Lager     878 0.039   4
## 1751   OR                                     Peaches & Cream    1731 0.046  50
## 1753   OR                                       Cherried Away    2170 0.060  70
## 1759   OR                           In-Tents India Pale Lager    2189 0.068  45
## 1763   OR                           Bitter Bitch Imperial IPA     980 0.082  50
## 1775   OR                                      Survival Stout    2200 0.058 138
## 1776   OR                                        Hopworks IPA    2199 0.066 105
## 1777   OR                               Abominable Winter Ale    2193 0.073 103
## 1778   OR                                         Happy Cider    1467 0.055 100
## 1779   OR                                  Couch Select Lager    2196 0.050  97
## 1780   OR                                   Na Zdraví Pilsner    1283 0.048  94
## 1781   OR                                Mjolnir Imperial IPA     682 0.069  94
## 1782   OR                               Fearless Scottish Ale     112 0.050  94
## 1783   OR                                        Java the Hop    1803 0.065  90
## 1784   OR                                     Nonstop Hef Hop    2392 0.039  90
## 1785   OR                                     Nonstop Hef Hop    2391 0.039  86
## 1786   OR                                   Occidental Dunkel    1130 0.051  86
## 1787   OR                                  Occidental Altbier    1129 0.050  82
## 1788   OR                                          Worthy IPA    2194 0.069  75
## 1789   OR                                          Hefe Lemon    1838 0.049  75
## 1790   OR                                        Loki Red Ale    2191 0.075  75
## 1791   OR                                   Worthy IPA (2013)    1512 0.069  70
## 1792   OR                       Quaff India Style Session Ale    1022 0.051  70
## 1793   OR                                 Loki Red Ale (2013)     895 0.075  70
## 1794   OR                                     Nonstop Hef Hop    2395 0.039  70
## 1795   OR                                     Nonstop Hef Hop    2394 0.039  70
## 1796   OR                                     Nonstop Hef Hop    2393 0.039  70
## 1797   OR                                Sweet As Pacific Ale    1108 0.060  69
## 1798   OR          Old Grogham Imperial India Pale Ale (2012)     747 0.085  69
## 1799   OR                                     Nonstop Hef Hop    2390 0.039  65
## 1800   OR                                     Nonstop Hef Hop    2389 0.039  62
## 1801   OR                                   Occidental Kölsch    1081 0.045  60
## 1802   OR                                       Yellow Collar    1372 0.059  60
## 1803   OR                                        Green Collar    1371 0.059  60
## 1804   OR                       Granny Smith Hard Apple Cider    1465 0.069  60
## 1805   OR                                Dry Hard Apple Cider    1464 0.069  60
## 1806   OR                                     Nonstop Hef Hop    2396 0.039  55
## 1807   OR                                  Rise-Up Red (2014)    1085 0.058  55
## 1808   OR                                        The Optimist    2171 0.062  55
## 1809   OR                                 Suicide Squeeze IPA    1911 0.045  55
## 1810   OR                                       Descender IPA    1109 0.070  55
## 1811   OR                 Old Grogham Imperial India Pale Ale    1265 0.085  55
## 1812   OR                                    3-Way IPA (2013)    1515 0.067  55
## 1813   OR                           Tender Loving Empire NWPA    1214 0.058  53
## 1814   OR                                         Rise Up Red    2388 0.058  53
## 1815   OR                            Sunrise Oatmeal Pale Ale     562 0.055  50
## 1816   OR                                     Easy Day Kolsch    1514 0.045  45
## 1817   OR                Lights Out Vanilla Cream Extra Stout    1513 0.077  40
## 1818   OR                                          Hefe Black    1837 0.049  40
## 1819   OR                         Pigwar White India Pale Ale    1398 0.060  40
## 1820   OR                                           Quick WIT    2172 0.052  40
## 1821   OR                             Caldera Pale Ale (2005)     789 0.056  36
## 1822   OR               Mac's Scottish Style Amber Ale (2000)     961 0.051  35
## 1823   OR                               Alphadelic IPA (2011)     499 0.065  35
## 1824   OR                              Double D Blonde (2011)     498 0.049  35
## 1825   OR                                   Knotty Blonde Ale    2319 0.040  32
## 1826   OR                           Fivepine Chocolate Porter    2317 0.062  32
## 1827   OR                          Quick Wit Belgianesque Ale     674 0.052  32
## 1828   OR                                         Worthy Pale    1511 0.060  30
## 1829   OR                                      Cavatica Stout     552 0.088  30
## 1830   OR                                          1811 Lager     319 0.051  30
## 1831   OR                                          Vortex IPA     318 0.074  30
## 1832   OR                                       Watershed IPA    2331 0.067  27
## 1833   OR                             Caldera Pale Ale (2009)     790 0.056  25
## 1834   OR                                  Oakshire Amber Ale    1669 0.054  24
## 1835   OR                             Overcast Espresso Stout    1668 0.058  24
## 1836   OR                                   Hoodoo Voodoo IPA    2316 0.062  24
## 1837   OR                                     Nonstop Hef Hop    2397 0.039  22
## 1838   OR                             CuDa Cascadian Dark Ale    1536 0.074  21
## 1839   OR                      CuDa Cascadian Dark Ale (2012)     746 0.074  20
## 1840   OR                                         Proxima IPA    1543 0.063  20
## 1841   OR                             Undun Blonde Ale (2012)     654 0.053  20
## 1842   OR                                          Hard Cider    2483 0.068  20
## 1843   OR                                 Festeroo Winter Ale    1605 0.078  20
## 1844   OR                    Mac's Highlander Pale Ale (2000)     962 0.050  20
## 1845   OR                                  Cascadian Dark Ale    1393 0.060  20
## 1846   OR                          Widmer Brothers Hefeweizen    1836 0.049  20
## 1847   OR                            Rogue American Amber Ale    1860 0.051  20
## 1848   OR                                    Undun Blonde Ale    1537 0.053  20
## 1849   OR                                      Alphadelic IPA    1353 0.065  20
## 1850   OR                              Double D Blonde (2013)    1390 0.049  20
## 1851   OR                                Watershed IPA (2013)     999 0.067  20
## 1852   OR                            Mountain Rescue Pale Ale    2205 0.055  20
## 1853   OR                                     Nonstop Hef Hop    2398 0.039  20
## 1854   OR                                      Totally Radler    2482 0.027  20
## 1855   OR                             Caldera Pale Ale (2010)     791 0.056  20
## 1856   OR                                  541 American Lager    1354 0.048  18
## 1857   OR                                     Nonstop Hef Hop    2399 0.039  18
## 1858   OR                                    Wheat the People     893 0.044  16
## 1859   OR                                Mirror Pond Pale Ale    1210 0.050  14
## 1860   OR                                  Caldera IPA (2007)     792 0.061  13
## 1861   OR                                     Nonstop Hef Hop    2400 0.039  13
## 1875   PA                                      American Light    2231 0.032  20
## 1891   PA                                      American Lager    2233 0.041  25
## 1913   PA                                    Phoenix Pale Ale      20 0.051  25
## 1915   PA                                        Hop Farm IPA    1833 0.058 113
## 1916   PA                                Seven Gates Pale Ale    1587 0.056 100
## 1917   PA                                Odyssey Imperial IPA     894 0.084  95
## 1918   PA                                   Jack's Hard Cider     823 0.051  93
## 1919   PA                                             Sundown    2304 0.071  90
## 1920   PA                                       Homefront IPA    2305 0.060  85
## 1921   PA                                         Madra Allta    1675 0.064  85
## 1922   PA                                 Helles Golden Lager    1123 0.049  85
## 1923   PA                                    Keeper (Current)    1612 0.050  85
## 1924   PA                                        Dunkel Lager      23 0.053  75
## 1925   PA                                        Mango Ginger    2299 0.058  70
## 1926   PA                                            RT Lager    1100 0.055  70
## 1927   PA                                        Overbite IPA     891 0.075  65
## 1928   PA                   Sly Fox Christmas Ale 2012 (2012)     926 0.055  45
## 1929   PA                              Rumspringa Golden Bock     392 0.066  45
## 1930   PA                              Fear of a Brett Planet    2053 0.051  44
## 1931   PA                                      Grateful White    1101 0.061  42
## 1932   PA                          Sly Fox Christmas Ale 2013    1588 0.055  40
## 1933   PA                                   Voodoo Love Child    1770 0.092  40
## 1934   PA                              Nitro Can Coffee Stout    2411 0.052  40
## 1935   PA                                         Oktoberfest    2373 0.062  36
## 1936   PA                                                1492    2300 0.065  31
## 1937   PA                                       Nugget Nectar    2444 0.075  30
## 1938   PA                                 360° India Pale Ale    1211 0.062  30
## 1940   PA                                           Provision    1835 0.042  28
## 1941   PA                                 Monk from the 'Yunk    1356 0.090  28
## 1942   PA                                    Schuylkill Punch    1355 0.060  25
## 1943   PA                                     Trauger Pilsner    1757 0.048  25
## 1944   PA                                 Dreamin' Double IPA    1334 0.085  25
## 1945   PA                                       Helen's Blend    1405 0.050  25
## 1946   PA                                     T-Rail Pale Ale     509 0.055  25
## 1947   PA                                     Endless Sun Ale    1381 0.045  25
## 1948   PA                                    Irregardless IPA    1686 0.065  23
## 1949   PA                           Endless Summer Ale (2011)     508 0.048  21
## 1951   PA                             Duluchan India Pale Ale    1249 0.056  20
## 1952   PA                                         Better Half    1611 0.068  20
## 1953   PA                                    Plowshare Porter    1485 0.055  18
## 1954   PA                                             Jah Mon    2579 0.050  18
## 1955   PA                                     Old Wylie's IPA    1099 0.062  16
## 1956   PA                                         Troegenator    2445 0.082  16
## 1957   PA                                     County Line IPA    1758 0.066  14
## 1958   PA                               Old Forge Pumpkin Ale    1394 0.046  13
## 1959   PA                                            Grisette    1363 0.056  11
## 1960   PA                        Bermuda Triangle Ginger Beer    1554 0.045   8
## 1969   RI                                 Hurricane Amber Ale     120 0.052  75
## 1970   RI                                        Flagship Ale     631 0.049  69
## 1971   RI                          Autocrat Coffee Milk Stout    1775 0.053  54
## 1972   RI                     Bring Back the Beach Blonde Ale    1185 0.055  54
## 1973   RI                             Narragansett Summer Ale     403 0.042  35
## 1974   RI                                       Bohemian Pils    2224 0.052  34
## 1975   RI                       Narragansett Bohemian Pilsner    1291 0.086  32
## 1976   RI                                   Newport Storm IPA    2437 0.065  30
## 1977   RI                                   Narragansett Bock     315 0.065  30
## 1978   RI                                 Narragansett Porter     316 0.070  24
## 1979   RI                              Rhode Island Blueberry    2438 0.046  24
## 1980   RI                      La Ferme Urbaine Farmhouse Ale    1899 0.078  24
## 1981   RI                          Hazy Day Belgian-Style Wit    1186 0.040  24
## 1982   RI                         Flying Jenny Extra Pale Ale    1505 0.060  22
## 1983   RI                             Narragansett Fest Lager     314 0.055  22
## 1984   RI                                  Captain's Daughter    2044 0.085  22
## 1985   RI                                       Gansett Light    2345 0.037  20
## 1986   RI                             Narragansett Summer Ale    1093 0.042  15
## 1987   RI                        Barstool American Golden Ale     981 0.045  11
## 1988   RI                                        Autumn Winds    1567 0.058  10
## 1991   SC                                       Westbrook IPA     575 0.068  80
## 1993   SC                                          White Thai     576 0.050  75
## 1995   SC                                           White Ale     165 0.046  30
## 1998   SC                                            Rye Knot    2656 0.062  65
## 1999   SC                                      Smoking Mirror    2030 0.055  35
## 2000   SC                                       Nut Brown Ale     646 0.054  30
## 2001   SC                                          Blackbeard    2657 0.093  16
## 2002   SC                                       Golden Fleece    2031 0.045   5
## 2005   SD                                       11th Hour IPA     271 0.060  10
## 2006   SD                                  Pile O'Dirt Porter     272 0.069  26
## 2008   SD                           Red Water Irish Style Red    2145 0.065  25
## 2011   TN                                         Thunder Ann    1793 0.055  61
## 2012   TN                               Ananda India Pale Ale    1470 0.062  55
## 2013   TN                                           Tiny Bomb    1469 0.045  37
## 2014   TN                                            Tarasque    2047 0.059  32
## 2015   TN                                     House Brand IPA     632 0.060  23
## 2019   TX                                           Twisted X    2212 0.051  20
## 2021   TX                                          Gone A-Rye    2600 0.085  27
## 2027   TX                                             Rye Wit    2522 0.042  18
## 2057   TX                                          Chupahopra    2458 0.075 118
## 2058   TX                                      The Green Room    2372 0.060 110
## 2059   TX                            Weekend Warrior Pale Ale    1557 0.055 110
## 2060   TX                                        Summer's Wit    2124 0.060 100
## 2061   TX                                           Slow Ride    2069 0.048 100
## 2062   TX                                     6 String Saison    1970 0.080 100
## 2063   TX                                 Four Squared (2015)    1086 0.060  90
## 2064   TX                                         Battle LIne    2118 0.063  85
## 2065   TX                                 There Will Be Stout    1231 0.065  85
## 2066   TX                                      Terlingua Gold    1154 0.060  75
## 2067   TX                               The One They Call Zoe    1004 0.051  75
## 2068   TX                                 Weisse Versa (2012)    2374 0.052  73
## 2069   TX                              Rye Pils Session Lager    1161 0.046  70
## 2070   TX                                              Brutus    2116 0.071  70
## 2071   TX                                          Local Buzz    1872 0.052  70
## 2073   TX                            Dream Crusher Double IPA    2166 0.085  69
## 2074   TX                                      Rubberneck Red    2197 0.050  63
## 2075   TX                                 London Homesick Ale    2071 0.049  60
## 2076   TX                                    Bombshell Blonde      44 0.050  52
## 2078   TX                                            Original    2523 0.068  50
## 2079   TX                           Block Party Robust Porter    1873 0.057  50
## 2080   TX                                      Fire Eagle IPA     343 0.062  50
## 2081   TX                             The Sword Iron Swan Ale    1290 0.059  50
## 2082   TX                                  Pine Belt Pale Ale    2387 0.065  47
## 2083   TX                                        Lake Monster    2247 0.082  45
## 2085   TX                                      Le Mort Vivant    1740 0.069  45
## 2086   TX                                       Luchesa Lager    2070 0.048  42
## 2087   TX                                     The Lawn Ranger    1050 0.050  40
## 2088   TX                                Scruffy's Smoked Alt    1584 0.051  40
## 2089   TX                                                1836    2125 0.060  40
## 2090   TX                                       OktoberFiesta    2527 0.053  40
## 2091   TX                                    Number 22 Porter    1156 0.064  40
## 2092   TX                                    Bombshell Blonde     856 0.050  40
## 2093   TX                                          Soul Doubt    2521 0.059  40
## 2094   TX                                           Cow Creek    2588 0.054  36
## 2095   TX                                         Dankosaurus    2052 0.068  35
## 2096   TX                                       Farmhouse Wit    1202 0.048  35
## 2098   TX                                Oak Cliff Coffee Ale    2251 0.075  35
## 2099   TX                                  The Imperial Texan    1234 0.080  35
## 2100   TX                    Pete's Wicked Summer Brew (1995)    1061 0.047  35
## 2101   TX                                   Hans' Pils (2015)    1091 0.053  33
## 2102   TX                                      Pinata Protest    2525 0.060  33
## 2103   TX                                       Pretzel Stout    2268 0.065  32
## 2104   TX                                           Texicali     2526 0.065  30
## 2105   TX                                    Bat Outta Helles    2524 0.042  27
## 2106   TX                             Pete's ESP Lager (1998)    1062 0.051  27
## 2107   TX                                       Black Thunder     340 0.052  27
## 2108   TX                       Firemans #4 Blonde Ale (2013)    1718 0.051  26
## 2109   TX                                          LuckenBock    1972 0.070  25
## 2110   TX                    Day Break 4-Grain Breakfast Beer    1233 0.050  25
## 2112   TX                                Texas Pale Ale (TPA)    1971 0.055  25
## 2113   TX                                  The Imperial Texan    2120 0.080  25
## 2114   TX                                  River House Saison    1232 0.050  25
## 2115   TX                                 Valkyrie Double IPA    1497 0.092  23
## 2116   TX                                PRO-AM (2012) (2012)     853 0.099  23
## 2117   TX                          Green House India Pale Ale    1501 0.070  23
## 2118   TX                                         River House    2308 0.050  23
## 2119   TX                                  Yo Soy Un Berliner    2520 0.044  22
## 2120   TX                                              BLAKKR    1861 0.099  21
## 2121   TX                                          Peacemaker     342 0.051  21
## 2122   TX                                Buried Hatchet Stout      46 0.083  21
## 2123   TX                                    Red Cockaded Ale    1728 0.085  21
## 2124   TX                                      Deep Ellum IPA     943 0.070  20
## 2125   TX                                  Pine Belt Pale Ale      45 0.065  20
## 2126   TX           Heavy Machinery IPA Series #1: Heavy Fist    1409 0.070  20
## 2127   TX                                        White (2015)    2211 0.046  20
## 2128   TX                               18th Anniversary Gose    2370 0.044  20
## 2129   TX                                          Alteration     502 0.051  20
## 2130   TX                                       Rahr's Blonde    2269 0.046  20
## 2131   TX                                      Porter Culture    2357 0.065  20
## 2132   TX                                       Dallas Blonde     946 0.052  20
## 2133   TX                             Pride of Texas Pale Ale    2229 0.058  20
## 2134   TX                                       Oklahoma Suks    2350 0.048  20
## 2135   TX                                        Infamous IPA    2038 0.070  19
## 2136   TX                                            Pale Dog     501 0.060  18
## 2137   TX                                             Kadigan    2042 0.056  18
## 2138   TX                                         Dammit Jim!    2041 0.052  17
## 2139   TX                               Le Mort Vivant (2011)     555 0.069  16
## 2140   TX                                       White Rabbit     1904 0.059  15
## 2141   TX                                       Old Potentate    1010 0.072  12
## 2142   TX                             Red Cockaded Ale (2013)    1011 0.085  12
## 2143   TX                                              Hijack    1774 0.055  10
## 2144   TX                                       Power & Light    2301 0.055   5
## 2145   TX                                      Walloon (2014)     691 0.055   5
## 2151   UT                                  Trader Session IPA    1925 0.040  18
## 2152   UT                        Wasatch Ghostrider White IPA    1823 0.060  60
## 2154   UT                                               SUM'R    1212 0.040  40
## 2155   UT                          Rocket Bike American Lager     645 0.040  40
## 2158   UT                                 WYLD Extra Pale Ale     974 0.040   9
## 2159   UT                                        Hop Nosh IPA    1723 0.073  45
## 2161   UT                          Wasatch Apricot Hefeweizen    1681 0.040  83
## 2162   UT              Squatters Hop Rising Double IPA (2014)    1680 0.090  82
## 2163   UT                          Squeaky Bike Nut Brown Ale    1476 0.040  75
## 2164   UT                                         Cherny Bock     344 0.040  75
## 2165   UT                                      Viennese Lager      88 0.050  42
## 2166   UT                              Yard Sale Winter Lager    2100 0.040  34
## 2167   UT                     Squatters Hop Rising Double IPA    1825 0.090  32
## 2168   UT                                Hop Notch IPA (2013)    1089 0.073  29
## 2169   UT                               Johnny's American IPA     644 0.040  22
## 2170   UT                                       Czech Pilsner      89 0.050  17
## 2171   UT                            Organic Baba Black Lager    1097 0.040  10
## 2172   VA                                          Alter Ego     2405 0.062  15
## 2173   VA                                      Hydraulion Red    1913 0.053  40
## 2176   VA                                        Murphy's Law    2406 0.058  65
## 2177   VA                                      Black Me Stout    2056 0.060 135
## 2178   VA                                    Bravo Four Point    2051 0.044 108
## 2179   VA                                         40 Mile IPA    1912 0.060  88
## 2180   VA                                  Stickin' In My Rye    2057 0.070  70
## 2181   VA                                  Ray Ray’s Pale Ale    1247 0.052  70
## 2182   VA                                           Alpha Ale    1194 0.051  65
## 2183   VA                                       Killer Kolsch    2055 0.050  65
## 2184   VA                                        Blonde Hunny    2253 0.068  60
## 2185   VA                                    Steel Wheels ESB    1546 0.065  60
## 2186   VA                               Striped Bass Pale Ale    1201 0.052  55
## 2187   VA                         Blue Mountain Classic Lager    1545 0.053  55
## 2188   VA                                    The Great Return    1677 0.075  52
## 2189   VA                                         Missile IPA    1933 0.070  52
## 2190   VA                                      Face Plant IPA    1309 0.062  50
## 2191   VA                                Full Nelson Pale Ale    1547 0.059  45
## 2192   VA                                 Hoptopus Double IPA    1806 0.088  45
## 2193   VA                                          Starr Pils    1544 0.042  45
## 2194   VA                               Rhino Chasers Pilsner    1308 0.056  42
## 2195   VA                                        Red Clay IPA    1206 0.070  40
## 2196   VA                                          Rule G IPA    2407 0.070  40
## 2197   VA                      Northern Lights India Pale Ale     368 0.065  35
## 2198   VA                         Full Nelson Pale Ale (2010)     119 0.059  33
## 2199   VA                                              Festie     369 0.048  30
## 2200   VA                              Chin Music Amber Lager    1839 0.045  26
## 2201   VA                                      Flying Mouse 4    2566 0.070  25
## 2202   VA                      Northern Lights India Pale Ale    1205 0.065  24
## 2203   VA                              Capital Trail Pale Ale    1270 0.056  22
## 2204   VA                                 Hardywood Cream Ale    1331 0.044  22
## 2205   VA                                  Troopers Alley IPA    1676 0.059  22
## 2206   VA                                      Flying Mouse 8    2567 0.040  21
## 2207   VA              Wild Wolf Wee Heavy Scottish Style Ale    1318 0.057  20
## 2208   VA                                           Dam Lager    1207 0.045  20
## 2209   VA                                          Kölsch 151    1408 0.049  18
## 2210   VA                               Main St. Virginia Ale    2377 0.050  16
## 2211   VA                                 Track 1 Amber Lager    1330 0.045  12
## 2216   VT                                          Mastermind    2289 0.081  50
## 2222   VT                                          Double Bag    1090 0.072 120
## 2223   VT                                        Petit Mutant    1916 0.060 120
## 2224   VT                                      Long Trail IPA    1926 0.059  80
## 2225   VT                                         The Crusher    1915 0.096  55
## 2226   VT                                                Gose    2584 0.046  45
## 2227   VT                                      Long Trail Ale    1924 0.046  45
## 2228   VT                                        Heady Topper     379 0.080  42
## 2229   VT                               Fresh Slice White IPA    1908 0.055  33
## 2230   VT                         Overgrown American Pale Ale    1946 0.055  30
## 2231   VT                          Woodchuck Amber Hard Cider     822 0.050  30
## 2232   VT                                        Heady Topper    1111 0.080  30
## 2233   VT                                        Focal Banger    1810 0.070  20
## 2234   VT                                           Beelzebub    1914 0.080  20
## 2235   VT                                    Blackbeary Wheat     574 0.040  20
## 2236   VT                                                  #9     360 0.051  13
## 2237   VT                                         Elder Betty    1113 0.055   8
## 2238   VT                                         Lost Galaxy    2581 0.045   8
## 2242   WA                                      Interurban IPA     857 0.065  33
## 2247   WA                                           Aslan IPA    1639 0.077  29
## 2264   WA                                         Harvest Ale     901 0.065  83
## 2265   WA                                      Oak Aged Cider    1503 0.065  82
## 2266   WA                                         Lizzy's Red    1529 0.055  80
## 2267   WA                          Immersion Amber Ale (2011)     518 0.052  80
## 2268   WA                                      Dry Hard Cider    1415 0.065  75
## 2269   WA                             Evolutionary IPA (2011)     505 0.062  72
## 2270   WA                                      Abominable Ale     994 0.080  70
## 2271   WA               Little Sister India Style Session Ale    2292 0.043  70
## 2272   WA                                    Persnickety Pale     560 0.057  70
## 2273   WA                                Hilliard's Amber Ale     497 0.055  70
## 2274   WA                             Evolutionary IPA (2012)    1173 0.062  67
## 2275   WA                                   Hilliard's Saison     496 0.066  60
## 2276   WA                            Fremont Organic Pale Ale    1116 0.045  60
## 2277   WA                                    British Pale Ale      48 0.054  48
## 2278   WA                                     Long Hammer IPA     945 0.065  48
## 2279   WA                             British Pale Ale (2010)     866 0.054  45
## 2280   WA                                     Long Hammer IPA     583 0.065  44
## 2281   WA                                           Dry Cider    1416 0.065  44
## 2282   WA                77 Fremont Select Spring Session IPA    1174 0.040  43
## 2283   WA                           Three Skulls Ale Pale Ale    1226 0.063  42
## 2284   WA                            Topcutter India Pale Ale     966 0.068  41
## 2285   WA                                         Oatmeal PSA    1162 0.050  38
## 2286   WA            Trailhead India Style Session Ale (2011)     482 0.048  36
## 2287   WA                                             Evo IPA    1659 0.062  35
## 2288   WA                                  Pre Flight Pilsner    1137 0.052  35
## 2289   WA                                       Trailhead ISA    1661 0.048  35
## 2290   WA                                        Ginger Cider    1466 0.065  34
## 2291   WA                            Orlison India Pale Lager    1528 0.067  33
## 2292   WA                                      Desolation IPA     837 0.062  32
## 2293   WA                                   Presidential Pils    1438 0.048  31
## 2294   WA                           Pyramid Hefeweizen (2011)     399 0.052  30
## 2295   WA                                     Rude Parrot IPA     972 0.059  30
## 2296   WA                             Maylani's Coconut Stout    1594 0.053  30
## 2297   WA                        Churchkey Pilsner Style Beer     567 0.049  30
## 2298   WA             Bellingham Beer Week 2013 Collaboration    1637 0.080  29
## 2299   WA                                   Hilliard's Blonde     724 0.049  27
## 2300   WA                                     Immersion Amber    1660 0.052  27
## 2301   WA                                Schilling Hard Cider    1245 0.065  27
## 2302   WA                                      SoDo Brown Ale     519 0.054  25
## 2303   WA                                     Hilliard's Pils     889 0.055  20
## 2304   WA                                     12 Man Pale Ale    1773 0.045  20
## 2305   WA                                     Hoppy Bitch IPA    1227 0.063  18
## 2306   WA                                  Filthy Hoppin' IPA    1795 0.065  18
## 2323   WI                                Ghost Ship White IPA    1954 0.056  25
## 2326   WI                                       Point Special    2365 0.047  52
## 2352   WI                                           Hop Freak    1884 0.087  80
## 2353   WI                                    Floppin' Crappie     109 0.045  80
## 2354   WI                                  Casper White Stout    1523 0.060  70
## 2355   WI                                   Point Oktoberfest    1357 0.057  64
## 2356   WI                                Booyah Farmhouse Ale     932 0.065  60
## 2357   WI                                   Huber Bock (2014)    2359 0.054  55
## 2358   WI                             Point Special (Current)    2366 0.047  51
## 2359   WI                               The Farmer's Daughter     700 0.048  50
## 2360   WI                                 Ride Again Pale Ale    1122 0.052  38
## 2361   WI                                     Clear Creek Ice    2280 0.062  33
## 2362   WI                                 Point Special Lager    2115 0.047  33
## 2363   WI                                         Oktoberfest    2383 0.060  32
## 2364   WI                                     Wisconsin Amber    2226 0.052  31
## 2365   WI                                 White Cap White IPA    1652 0.042  29
## 2366   WI                       Point Nude Beach Summer Wheat     816 0.050  28
## 2367   WI                        BrewFarm Select Golden Lager     110 0.055  26
## 2368   WI                                       Special Amber     445 0.050  24
## 2369   WI                      A Capella Gluten Free Pale Ale    1524 0.055  24
## 2370   WI                                 Point Amber Classic     139 0.047  22
## 2371   WI                Point Nude Beach Summer Wheat (2011)     772 0.050  22
## 2372   WI                       Point Cascade Pale Ale (2013)    2270 0.054  20
## 2373   WI                Point Nude Beach Summer Wheat (2010)     141 0.050  18
## 2374   WI                                 Minhas Light (2012)    2358 0.040  18
## 2375   WI                                     Clear Creek Ice    2281 0.062  18
## 2376   WI                           St. Benedict's Winter Ale    1450 0.062  17
## 2377   WI                                   Point Oktoberfest     456 0.057  15
## 2378   WI                         Yabba Dhaba Chai Tea Porter    1525 0.055  15
## 2379   WI                                           Hop Happy    1080 0.075  15
## 2380   WI                                       Special Amber     855 0.050  14
## 2381   WI                                   Charlie's Rye IPA    2337 0.060  13
## 2382   WI                                               O-Gii     776 0.092   9
## 2383   WI                                      2012 Black Ale     357 0.054   9
## 2384   WI                                               Huber    2282 0.050   9
## 2385   WI                                Axe Head Malt Liquor    2361 0.099   9
## 2386   WI                          Lazy Monk Bohemian Pilsner    1445 0.050   9
## 2387   WI                         Flaming Damsel Lager (2010)     172 0.048   9
## 2388   WI                              Point Cascade Pale Ale     140 0.054   9
## 2389   WI                                     Three Kings Ale     650 0.049   9
## 2390   WI                                    Drop Dead Blonde     684 0.035   7
## 2391   WI                       Point Nude Beach Summer Wheat    1225 0.052   7
## 2392   WI                                             Healani    2480 0.045   7
## 2393   WI                    Louie’s Demise Immort-Ale (2010)     171 0.051   7
## 2394   WV                                   Mothman Black IPA    2313 0.067  71
## 2395   WV                                 Wild Trail Pale Ale    2314 0.057  44
## 2396   WY                           Bomber Mountain Amber Ale    2484 0.046  38
## 2397   WY                    Bomber Mountain Amber Ale (2013)    1200 0.046  15
## 2398   WY                               Indian Paintbrush IPA    1199 0.070  90
## 2399   WY                       Saddle Bronc Brown Ale (2013)    1198 0.048  75
## 2400   WY                                Wagon Box Wheat Beer    1197 0.059  60
## 2401   WY                              Saddle Bronc Brown Ale    2485 0.048  55
## 2402   WY                                        Zonker Stout     617 0.054  36
## 2403   WY                               Wind River Blonde Ale     323 0.050  32
## 2404   WY                                        Pako’s EyePA     393 0.068  22
## 2405   WY                                    Wyoming Pale Ale     324 0.072  20
## 2406   WY                                   Snake River Lager     406 0.050  20
## 2407   WY                                  Snow King Pale Ale    1606 0.060  18
## 2408   WY                                     Monarch Pilsner    2234 0.050  16
## 2409   WY                                    OB-1 Organic Ale     407 0.050  16
## 2410   WY                                Snake River Pale Ale     402 0.052  15
##      Brewery_id                               Style Ounces
## 3           103                          Hefeweizen   12.0
## 4           103            American Amber / Red Ale   12.0
## 6           103                      Czech Pilsener   12.0
## 7           224                             Witbier   12.0
## 8           224                        American IPA   12.0
## 9           224                  American Brown Ale   12.0
## 10          271                             Altbier   12.0
## 11          271             American Pale Ale (APA)   12.0
## 12          459                 American Blonde Ale   12.0
## 13          494                        American IPA   12.0
## 14          454                        American IPA   12.0
## 15          494                           Cream Ale   12.0
## 16          459                        Scottish Ale   12.0
## 17          454                       Irish Red Ale   12.0
## 18          224                        American IPA   12.0
## 19          494             American Pale Ale (APA)   12.0
## 20          459                        Scottish Ale   12.0
## 21          103                        American IPA   12.0
## 22          454                 American Blonde Ale   12.0
## 23          454                     Irish Dry Stout   12.0
## 24          558                    English Pale Ale   12.0
## 25          459                        American IPA   12.0
## 27          479      American Double / Imperial IPA   12.0
## 28          479                       Oatmeal Stout   12.0
## 29          413                        American IPA   12.0
## 30          413                              Kölsch   12.0
## 31          413                  Milk / Sweet Stout   12.0
## 32          479                        American IPA   12.0
## 33          479                  American Brown Ale   12.0
## 34          287             American Pale Ale (APA)   12.0
## 35          479             American Pale Ale (APA)   12.0
## 36          140            American Amber / Red Ale   12.0
## 38          140                    American Pilsner   12.0
## 40          140                       Oatmeal Stout   12.0
## 48          161                                       12.0
## 65           31                       Winter Warmer   16.0
## 66          232                     American Porter   16.0
## 67           31             American Pale Ale (APA)   12.0
## 68           31              Fruit / Vegetable Beer   12.0
## 69          252                 American Blonde Ale   12.0
## 70          161                              Kölsch   12.0
## 71           31                Märzen / Oktoberfest   12.0
## 72          161                        Scottish Ale   12.0
## 73           31                     American Porter   12.0
## 74           31                          Hefeweizen   12.0
## 75           31                        American IPA   12.0
## 77          159                        American IPA   12.0
## 78           31                         Belgian IPA   12.0
## 79           31      American Double / Imperial IPA   16.0
## 80           31             American Pale Ale (APA)   12.0
## 81           31             American Pale Ale (APA)   12.0
## 82          159                    American Pilsner   12.0
## 83          159             American Pale Ale (APA)   12.0
## 84           31            American Amber / Red Ale   12.0
## 85           31                Herbed / Spiced Beer   12.0
## 86           31                          Hefeweizen   12.0
## 87           31                        American IPA   12.0
## 96          433                        American IPA   12.0
## 136         281      American Double / Imperial IPA   16.0
## 137         535            American Amber / Red Ale   12.0
## 138         369                              Tripel   12.0
## 139         369      American Double / Imperial IPA   12.0
## 140         424    American Double / Imperial Stout   16.0
## 141         371            American Amber / Red Ale   16.0
## 142          49                        American IPA   12.0
## 143         556                     German Pilsener   12.0
## 144         450                        American IPA   12.0
## 145         398            American Amber / Red Ale   12.0
## 146         369              Fruit / Vegetable Beer   12.0
## 147          99             American Pale Ale (APA)   32.0
## 148         172                       Oatmeal Stout   12.0
## 149         241                        American IPA   16.0
## 150         112                           Cream Ale   12.0
## 151          84                        American IPA   16.0
## 152         334                 American Blonde Ale   12.0
## 153           4                           Cream Ale   16.0
## 154          36          American Amber / Red Lager   12.0
## 155         515             American Pale Ale (APA)   16.0
## 156         289             American Pale Ale (APA)   12.0
## 157         321                        American IPA   16.0
## 158          35                        American IPA   12.0
## 159          99                        American IPA   32.0
## 160         462                                Gose   16.0
## 161         241                        American IPA   16.0
## 162         241                          Hefeweizen   16.0
## 163         347                        American IPA   12.0
## 164         289                        American IPA   12.0
## 165         369                       Baltic Porter   12.0
## 166         369                 American Barleywine    8.4
## 167         369             American Pale Ale (APA)   12.0
## 168         369                       Winter Warmer   12.0
## 169         172                                Gose   12.0
## 170         450                        American IPA   24.0
## 171         172            American Amber / Red Ale   12.0
## 172         369              Fruit / Vegetable Beer   12.0
## 173         281                         Belgian IPA   16.0
## 174         172            American Amber / Red Ale   12.0
## 175         369                        American IPA   12.0
## 176         172                        Vienna Lager   16.0
## 177          79                        American IPA   12.0
## 178           5            American Amber / Red Ale   12.0
## 179         172            American Amber / Red Ale   12.0
## 180         523                       Baltic Porter   16.0
## 181          36             American Pale Wheat Ale   12.0
## 182         369                  American Black Ale   12.0
## 183          36      California Common / Steam Beer   12.0
## 184          37                       Kristalweizen   12.0
## 185         450                          Hefeweizen   24.0
## 186         398                  American Black Ale   12.0
## 187         450                          Hefeweizen   12.0
## 188         477              Fruit / Vegetable Beer   12.0
## 189         477                 Munich Helles Lager   12.0
## 190         535                     German Pilsener   12.0
## 191           4                           Wheat Ale   16.0
## 192         371                        American IPA   16.0
## 193          35                        American IPA   12.0
## 194         253        English India Pale Ale (IPA)   16.0
## 195          34      American Double / Imperial IPA   16.0
## 196         450              Saison / Farmhouse Ale   12.0
## 197         172                        American IPA   12.0
## 198          35                 Munich Helles Lager   12.0
## 199         210             American Pale Ale (APA)   16.0
## 200         241                        American IPA   16.0
## 201         210            American Amber / Red Ale   16.0
## 202         241                        American IPA   16.0
## 203         210              Saison / Farmhouse Ale   16.0
## 204         515                  American Brown Ale   16.0
## 205         210            American Amber / Red Ale   16.0
## 206         253                  American Brown Ale   12.0
## 207           4      American Double / Imperial IPA   16.0
## 208         450      American Double / Imperial IPA   12.0
## 209          34                        American IPA   16.0
## 210          34                   English Brown Ale   16.0
## 211         449                     American Porter   12.0
## 212          37                      Czech Pilsener   12.0
## 213         369              Fruit / Vegetable Beer   12.0
## 214          84               Maibock / Helles Bock   12.0
## 215         172                        American IPA   12.0
## 216         369                        American IPA   12.0
## 217         281                 American Pale Lager   16.0
## 218         253      American Double / Imperial IPA   16.0
## 219         518             American Pale Ale (APA)   12.0
## 220         347                 American Blonde Ale   12.0
## 221          36                        American IPA   12.0
## 222         172                           Cream Ale   12.0
## 223          84             American Pale Ale (APA)   12.0
## 224         172                       Winter Warmer   12.0
## 225         492            American Amber / Red Ale   16.0
## 226         172                           Cream Ale   12.0
## 227         398          American Amber / Red Lager   12.0
## 228         398                  American Black Ale   16.0
## 229         535                     German Pilsener   12.0
## 230         535                        American IPA   12.0
## 231          99      American Double / Imperial IPA   32.0
## 232         210                      American Stout   16.0
## 233           4                        American IPA   16.0
## 234         289                             Witbier   12.0
## 235          36                        American IPA   12.0
## 236         351      American Double / Imperial IPA   16.0
## 237         351                  American Black Ale   16.0
## 238         172             American Pale Ale (APA)   12.0
## 239         172                         Pumpkin Ale   12.0
## 240         172                       Oatmeal Stout   12.0
## 241          84                        American IPA   12.0
## 242         172                           Cream Ale   12.0
## 243          34             American Pale Ale (APA)   16.0
## 244         347                  American Brown Ale   12.0
## 245         523                  American Brown Ale   16.0
## 246         347      American Double / Imperial IPA   12.0
## 247         351                        American IPA   16.0
## 248          84                            Rye Beer   12.0
## 249         172                                Gose   12.0
## 250         172                       Oatmeal Stout   12.0
## 251           5                        American IPA   12.0
## 252          34                              Kölsch   16.0
## 253           5             American Pale Wheat Ale   12.0
## 254         172             American Pale Ale (APA)   12.0
## 256           5                              Kölsch   12.0
## 257         398            American Amber / Red Ale   16.0
## 258         210             American Pale Wheat Ale   16.0
## 259           4      American Double / Imperial IPA   16.0
## 260          35                        American IPA   12.0
## 261         351                Herbed / Spiced Beer   16.0
## 262         523                    Belgian Pale Ale   16.0
## 263          84                     German Pilsener   12.0
## 264         241                        American IPA   16.0
## 265         492              Scotch Ale / Wee Heavy   16.0
## 266         449             American Pale Ale (APA)   12.0
## 267          84             American Pale Ale (APA)   16.0
## 268         449                             Witbier   12.0
## 269         492                        American IPA   16.0
## 270         523                    Low Alcohol Beer   16.0
## 390          52             American Pale Ale (APA)   12.0
## 391         453            American Amber / Red Ale   12.0
## 392         422                                Mead   16.0
## 393         120             American Pale Ale (APA)   12.0
## 394         497                        American IPA   12.0
## 395         111                 American Blonde Ale   16.0
## 396         497                          Hefeweizen   12.0
## 397         387                      American Stout   16.0
## 399         167                        American IPA   12.0
## 400         108                 American Blonde Ale   16.0
## 402         108                        American IPA   16.0
## 403          38                        American IPA   12.0
## 404         108                 American Blonde Ale   12.0
## 405         292                        Vienna Lager   12.0
## 406         524                 American Blonde Ale   12.0
## 407         108                       Winter Warmer   12.0
## 408           7              Saison / Farmhouse Ale   12.0
## 409         108             American Pale Ale (APA)   12.0
## 410         167                        American IPA   16.0
## 411         473                              Kölsch   16.0
## 412         481                  American Brown Ale   12.0
## 413         265             American Pale Ale (APA)   12.0
## 414         442                       Irish Red Ale   16.0
## 415          64                      American Stout   12.0
## 417         167             American Pale Ale (APA)   12.0
## 419          83                 American Pale Lager   12.0
## 420         167      American Double / Imperial IPA   12.0
## 421          64                             Witbier   12.0
## 422         406                              Kölsch   16.0
## 423         167                 American Strong Ale   12.0
## 424         295              Saison / Farmhouse Ale   12.0
## 425         420              Saison / Farmhouse Ale   12.0
## 426         420                  American Black Ale   12.0
## 427          52                            Rye Beer   19.2
## 428         167              Scotch Ale / Wee Heavy   16.0
## 429          83                        American IPA   12.0
## 430         136             American Pale Wheat Ale   12.0
## 431           7             American Pale Ale (APA)   12.0
## 432         453                 American Blonde Ale   12.0
## 433          83            American Amber / Red Ale   12.0
## 434         167             American Pale Ale (APA)   12.0
## 435         265                        American IPA   12.0
## 436         406                        American IPA   16.0
## 437         120                        American IPA   12.0
## 438         167      American Double / Imperial IPA   16.0
## 439          38              Saison / Farmhouse Ale   12.0
## 440         342                        American IPA   12.0
## 441          52                   English Brown Ale   12.0
## 442          64             Belgian Strong Pale Ale   12.0
## 443          38                             Witbier   12.0
## 444         167                      Czech Pilsener   12.0
## 446         108                 Munich Dunkel Lager   16.0
## 448         370                        American IPA   16.0
## 449         167                      Czech Pilsener   19.2
## 450         167                        American IPA   19.2
## 451         264                     American Porter   12.0
## 452         108                     American Porter   16.0
## 453         167                  American Brown Ale   16.0
## 454         108              Scotch Ale / Wee Heavy   16.0
## 455         167             American Pale Ale (APA)   19.2
## 456         108                      Czech Pilsener   16.0
## 457         136                      Czech Pilsener   12.0
## 459         422                                Mead   16.0
## 460         167                   English Brown Ale   12.0
## 461          83             American Pale Wheat Ale   12.0
## 462         167             American Pale Ale (APA)   12.0
## 463         108                        American IPA   12.0
## 464         497              Fruit / Vegetable Beer   12.0
## 465         221                 American Strong Ale   16.0
## 466         473            American Amber / Red Ale   16.0
## 467         356                        American IPA   12.0
## 468          64             American Pale Ale (APA)   12.0
## 469         167      American Double / Imperial IPA   12.0
## 470         418             American Pale Ale (APA)   12.0
## 471         108                 American Blonde Ale   12.0
## 472          52                  American Brown Ale   19.2
## 473          83                        American IPA   12.0
## 474          52              Saison / Farmhouse Ale   12.0
## 476         524                        American IPA   12.0
## 477         425            American Amber / Red Ale   12.0
## 478         264                        American IPA   12.0
## 479         105             American Pale Ale (APA)   12.0
## 480          82                 American Pale Lager   12.0
## 481         108                      Czech Pilsener   12.0
## 482         516                       Oatmeal Stout   16.0
## 483         136             American Pale Wheat Ale   12.0
## 484         418             American Pale Ale (APA)   12.0
## 486          52    American Double / Imperial Stout   19.2
## 487         425                          Chile Beer   12.0
## 488         425                         Pumpkin Ale   12.0
## 489           7                              Tripel   12.0
## 490          52                   American Wild Ale   19.2
## 491         406                          Roggenbier   16.0
## 492          52                         Pumpkin Ale   16.0
## 493         516                  American Black Ale   16.0
## 494          52                        Vienna Lager   12.0
## 495         425                         Schwarzbier   12.0
## 496         516                 American Blonde Ale   16.0
## 497         136             American Pale Ale (APA)   12.0
## 498          52                   American Wild Ale   19.2
## 499          83            American Amber / Red Ale   16.0
## 500          83                 American Pale Lager   16.0
## 501           7                        American IPA   12.0
## 502          52                  American White IPA   12.0
## 503         425                      American Stout   12.0
## 504          52      American Double / Imperial IPA   19.2
## 505         167              Russian Imperial Stout   12.0
## 506          52              Foreign / Export Stout   12.0
## 507         452                        American IPA   16.0
## 508         460                             Witbier   16.0
## 509         167      American Double / Imperial IPA   12.0
## 510          38                     German Pilsener   12.0
## 511          83                        American IPA   16.0
## 512         136                 Munich Dunkel Lager   12.0
## 513         108        English India Pale Ale (IPA)   16.0
## 514           7             American Pale Wheat Ale   12.0
## 515         425                 American Strong Ale   12.0
## 516         108                Märzen / Oktoberfest   12.0
## 517         425             American Pale Ale (APA)   12.0
## 518         221      California Common / Steam Beer   16.0
## 519         221      American Double / Imperial IPA   12.0
## 520          52                    Belgian Pale Ale   12.0
## 521         221            American Amber / Red Ale   16.0
## 522         167      American Double / Imperial IPA   12.0
## 523         452                        American IPA   16.0
## 524         136                 Munich Helles Lager   12.0
## 525          83            American Amber / Red Ale   12.0
## 526         418             American Pale Ale (APA)   12.0
## 527         136                      Czech Pilsener   12.0
## 528          52                       Winter Warmer   16.0
## 529         167      American Double / Imperial IPA   12.0
## 530         425            American Amber / Red Ale   12.0
## 531         425                         Belgian IPA   12.0
## 532          83            American Amber / Red Ale   12.0
## 533           7                             Old Ale   12.0
## 534         167                        Scottish Ale   12.0
## 535          83                 American Pale Lager   12.0
## 538         109              Fruit / Vegetable Beer   12.0
## 554         411      American Double / Imperial IPA   12.0
## 557         411                  Berliner Weissbier   12.0
## 558         236      American Double / Imperial IPA   12.0
## 559         411                    American Pilsner   12.0
## 560         513                 American Pale Lager   12.0
## 561         436      American Double / Imperial IPA   12.0
## 562         411            American Amber / Red Ale   12.0
## 567         228             American Pale Ale (APA)   12.0
## 568         228                        American IPA   12.0
## 569         228                    Belgian Pale Ale   12.0
## 570         228                          Hefeweizen   12.0
## 572         540             American Pale Ale (APA)   12.0
## 579         528             American Pale Ale (APA)   12.0
## 585         142                  American Brown Ale   12.0
## 589         142                        American IPA   12.0
## 593         244                 Munich Helles Lager   12.0
## 594         394                        American IPA   12.0
## 595         142                             Witbier   12.0
## 596         142                        American IPA   12.0
## 597         448                           Cream Ale   12.0
## 598         448                       Oatmeal Stout   12.0
## 599         142                     American Porter   12.0
## 600         142                        American IPA   12.0
## 601         379                  American Brown Ale   12.0
## 602         142                        American IPA   12.0
## 603         309                       Irish Red Ale   12.0
## 605         491                        American IPA   16.0
## 606         394              Fruit / Vegetable Beer   12.0
## 607         528                 American Blonde Ale   12.0
## 608         142                 Munich Helles Lager   12.0
## 609         448                             Witbier   12.0
## 610          68            American Amber / Red Ale   12.0
## 611         448             American Pale Ale (APA)   12.0
## 612         466                  American Brown Ale   12.0
## 613         379                           Cream Ale   12.0
## 614         142                        American IPA   12.0
## 615         309                        American IPA   12.0
## 616         142             American Pale Ale (APA)   12.0
## 617         222                        American IPA   12.0
## 618         142                Märzen / Oktoberfest   12.0
## 619         309             American Pale Wheat Ale   12.0
## 620         142                                Bock   12.0
## 621         394                  American Brown Ale   12.0
## 622         309              Fruit / Vegetable Beer   12.0
## 623         394                 American Blonde Ale   12.0
## 624         528                        American IPA   12.0
## 625         142                     American Porter   12.0
## 626         374                  Berliner Weissbier   12.0
## 627         142                        American IPA   12.0
## 628         142                        American IPA   12.0
## 629         491                             Altbier   16.0
## 630         448                        American IPA   12.0
## 632         217              Saison / Farmhouse Ale   12.0
## 634          50             American Pale Ale (APA)   12.0
## 637         217              Saison / Farmhouse Ale   12.0
## 638          50                          Hefeweizen   12.0
## 640         401             American Pale Ale (APA)   12.0
## 641         401                  American Brown Ale   12.0
## 642          50                        American IPA   12.0
## 643          50                     German Pilsener   12.0
## 644         416                 American Blonde Ale   12.0
## 645         416                  American Brown Ale   12.0
## 646         476                  American Brown Ale   12.0
## 649         440          American Amber / Red Lager   24.0
## 656         376              Saison / Farmhouse Ale   12.0
## 657         205                 American Blonde Ale   12.0
## 658         205             American Pale Ale (APA)   12.0
## 659         376                 Munich Helles Lager   12.0
## 660         376             Belgian Strong Dark Ale   12.0
## 661         204                        American IPA   19.2
## 662         376                  American Brown Ale   12.0
## 663         204                 American Blonde Ale   12.0
## 664         376             American Pale Wheat Ale   12.0
## 665         205                  American Brown Ale   19.2
## 666         376                      Czech Pilsener   12.0
## 667         204                     American Porter   12.0
## 668         376              Fruit / Vegetable Beer   12.0
## 669         204             American Pale Ale (APA)   12.0
## 670         205                  American Brown Ale   12.0
## 671         376                             Witbier   12.0
## 672         204            American Amber / Red Ale   12.0
## 673         376            American Amber / Red Ale   12.0
## 676         483                 American Blonde Ale   16.0
## 679         472                        Scottish Ale   16.0
## 680         472                  American Brown Ale   16.0
## 681         472                      American Stout   16.0
## 682         366                 American Blonde Ale   12.0
## 683         366                        Vienna Lager   16.0
## 684         209                          Doppelbock   12.0
## 685         366                 American Blonde Ale   12.0
## 686         472             American Pale Ale (APA)   16.0
## 687         366                        Vienna Lager   12.0
## 688         472              Saison / Farmhouse Ale   16.0
## 689         366                  American Brown Ale   16.0
## 690         366                Märzen / Oktoberfest   16.0
## 691         366                       Irish Red Ale   16.0
## 692         366                      American Stout   16.0
## 693         366            American Amber / Red Ale   16.0
## 694         366                        American IPA   16.0
## 695         469                              Kölsch   12.0
## 696         366             American Pale Ale (APA)   16.0
## 697         366                             Witbier   16.0
## 698         366              Fruit / Vegetable Beer   12.0
## 699         366                  American Brown Ale   16.0
## 700         366                       Irish Red Ale   16.0
## 701         366                            Rye Beer   16.0
## 702         472                            Rye Beer   16.0
## 703         366             American Pale Ale (APA)   16.0
## 706         314                        American IPA   12.0
## 709         310                 American Blonde Ale   12.0
## 710         310                     American Porter   12.0
## 714         308             American Pale Ale (APA)   12.0
## 717         314            American Amber / Red Ale   12.0
## 718         310                        American IPA   12.0
## 719         310                 American Barleywine   12.0
## 720         310                              Kölsch   12.0
## 721         308                 American Pale Lager   12.0
## 722         310      American Double / Imperial IPA   12.0
## 723         310    American Double / Imperial Stout   12.0
## 724         310               Maibock / Helles Bock   12.0
## 725         219                    American Pilsner   12.0
## 726         170             American Pale Ale (APA)   12.0
## 727         308                        American IPA   12.0
## 728         310                        American IPA   12.0
## 729         170                     American Porter   12.0
## 730         310      American Double / Imperial IPA   12.0
## 731         170                 American Blonde Ale   12.0
## 732         310                             Witbier   16.0
## 733         310              Saison / Farmhouse Ale   16.0
## 786          75             American Pale Ale (APA)   12.0
## 787         257                      American Stout   16.0
## 788         176             American Pale Ale (APA)   12.0
## 789          75           Dortmunder / Export Lager   12.0
## 790         362                         Pumpkin Ale   12.0
## 791         176      American Double / Imperial IPA   16.0
## 792          56             American Pale Ale (APA)   12.0
## 793          75                Märzen / Oktoberfest   12.0
## 794         362                         Pumpkin Ale   12.0
## 795          45                             Witbier   12.0
## 796          45                Herbed / Spiced Beer   12.0
## 797          75                 American Strong Ale   12.0
## 798          53            American Amber / Red Ale   16.0
## 799         257                  American Black Ale   16.0
## 800         362                 American Blonde Ale   12.0
## 801         176      American Double / Imperial IPA   12.0
## 802          58                    Abbey Single Ale   12.0
## 803         257             American Pale Wheat Ale   16.0
## 804          45                Herbed / Spiced Beer   12.0
## 805          66                        American IPA   24.0
## 806          58                        American IPA   12.0
## 807         328                  American Brown Ale   16.0
## 808         328             American Pale Ale (APA)   16.0
## 809         197                        American IPA   12.0
## 810         362                             Witbier   12.0
## 811          57             American Pale Ale (APA)   12.0
## 812          89             American Pale Ale (APA)   16.0
## 813          45                Märzen / Oktoberfest   12.0
## 814          58                    Abbey Single Ale   12.0
## 815          45                     American Porter   12.0
## 816          45                    Belgian Pale Ale   12.0
## 817         362                       Oatmeal Stout   12.0
## 818          45             American Pale Ale (APA)   12.0
## 819         362                  American Brown Ale   12.0
## 820          75             American Pale Ale (APA)   12.0
## 821         257                        American IPA   16.0
## 822          66              Saison / Farmhouse Ale   24.0
## 823          41                        American IPA   16.0
## 824         176                        American IPA   12.0
## 855          27             American Pale Ale (APA)   16.0
## 861          17                 American Blonde Ale   16.0
## 869          18                          Roggenbier   16.0
## 872          26                Märzen / Oktoberfest   16.0
## 873          26           Dortmunder / Export Lager   16.0
## 874          26           Dortmunder / Export Lager   16.0
## 875          17                        American IPA   16.0
## 876          26                  English Barleywine   16.0
## 877         316                        American IPA   16.0
## 878         316                        Scottish Ale   16.0
## 879         166                     American Porter   16.0
## 880         166                Märzen / Oktoberfest   16.0
## 881          26                        American IPA   16.0
## 882         251                              Kölsch   16.0
## 883          25             American Pale Ale (APA)   12.0
## 884          26                        American IPA   16.0
## 885          18                     American Porter   16.0
## 886         178              Saison / Farmhouse Ale   12.0
## 887         178             American Pale Ale (APA)   12.0
## 888         166                     American Porter   16.0
## 889         166           Dortmunder / Export Lager   16.0
## 890          26                        American IPA   16.0
## 891          26              Scotch Ale / Wee Heavy   16.0
## 892         178             American Pale Ale (APA)   12.0
## 893          24             American Pale Ale (APA)   12.0
## 894          19                            Rye Beer   16.0
## 895          25              Fruit / Vegetable Beer   24.0
## 896          26              Scotch Ale / Wee Heavy   16.0
## 897          25      American Double / Imperial IPA   12.0
## 898          26                        American IPA   16.0
## 899         251                   English Brown Ale   16.0
## 900          28             Belgian Strong Dark Ale   16.0
## 901          22             American Pale Wheat Ale   16.0
## 902         166                        American IPA   16.0
## 903          21                        American IPA   16.0
## 904          28                        American IPA   16.0
## 905          28                  English Strong Ale   16.0
## 906          25                  American Black Ale   16.0
## 907          18              Fruit / Vegetable Beer   16.0
## 908          18              Russian Imperial Stout   16.0
## 909          18                     American Porter   16.0
## 910         251              Fruit / Vegetable Beer   16.0
## 911          26                  English Barleywine   16.0
## 912          25             American Pale Ale (APA)   16.0
## 913          26              Scotch Ale / Wee Heavy   16.0
## 914         178              Saison / Farmhouse Ale   12.0
## 915          26             Belgian Strong Pale Ale   16.0
## 916          28                    Belgian Dark Ale   16.0
## 917         316                 American Blonde Ale   16.0
## 919         178      American Double / Imperial IPA   12.0
## 920          26              Scotch Ale / Wee Heavy   16.0
## 921         166                 American Blonde Ale   16.0
## 922          26                    Belgian Dark Ale   16.0
## 923          26                        Scottish Ale   16.0
## 924         178                         Belgian IPA   12.0
## 925         316                             Witbier   16.0
## 926          23                       Oatmeal Stout   16.0
## 927         507            American Amber / Red Ale   12.0
## 928          23                        American IPA   16.0
## 929          26                     German Pilsener   16.0
## 930          26                     Irish Dry Stout   16.0
## 931          23                    Belgian Pale Ale   16.0
## 932          26              Scotch Ale / Wee Heavy   16.0
## 933         203                             Witbier   16.0
## 934          22                       Oatmeal Stout   16.0
## 935         166                        American IPA   16.0
## 936         203                        American IPA   16.0
## 937         166               English Dark Mild Ale   16.0
## 938         178                        American IPA   12.0
## 939         166                       English Stout   16.0
## 940         166                     American Porter   16.0
## 941          26                    Belgian Pale Ale   16.0
## 942          26 Extra Special / Strong Bitter (ESB)   16.0
## 943         349                 American Pale Lager   12.0
## 944          26      American Double / Imperial IPA   16.0
## 945          26                        American IPA   16.0
## 946          22             American Pale Ale (APA)   16.0
## 947          18                      Czech Pilsener   16.0
## 948          26              Russian Imperial Stout   16.0
## 949          26                  Flanders Oud Bruin   16.0
## 950         166                      American Stout   16.0
## 951         166                     Euro Dark Lager   16.0
## 952          28                              Kölsch   16.0
## 953         203                        American IPA   16.0
## 954          26                        American IPA   16.0
## 955          26                        Scottish Ale   16.0
## 956          29                              Dubbel   12.0
## 957          23                        American IPA   16.0
## 958          26                             Altbier   16.0
## 959         166                             Witbier   16.0
## 960          22      California Common / Steam Beer   16.0
## 962          26             American Pale Ale (APA)   16.0
## 963          26                     American Porter   16.0
## 968          46              Saison / Farmhouse Ale   16.0
## 969         501            American Amber / Red Ale   12.0
## 970         501             American Pale Wheat Ale   12.0
## 971          46                  American Brown Ale   16.0
## 972          46 Extra Special / Strong Bitter (ESB)   16.0
## 973         284                        American IPA   12.0
## 974          46                     American Porter   16.0
## 975          46                  Milk / Sweet Stout   16.0
## 976          46                  Milk / Sweet Stout   16.0
## 977          46                  American Brown Ale   16.0
## 978          46             American Pale Ale (APA)   16.0
## 979          46      American Double / Imperial IPA   16.0
## 980          46                              Tripel   16.9
## 981          46                        American IPA   16.0
## 982          46                              Tripel   16.0
## 983          46              Saison / Farmhouse Ale   16.0
## 984         284               English Pale Mild Ale   12.0
## 985          46             American Pale Wheat Ale   12.0
## 986          46                     German Pilsener   16.0
## 989         389                        American IPA   16.0
## 994           2                   American Wild Ale   16.0
## 995         101                     American Porter   12.0
## 996           2                    American Pilsner   16.0
## 997           2                    Belgian Pale Ale   16.0
## 998           2                         Pumpkin Ale   16.0
## 999           2              Saison / Farmhouse Ale   16.0
## 1000        101            American Amber / Red Ale   12.0
## 1001         63                        American IPA   16.0
## 1002          2             American Pale Ale (APA)   16.0
## 1003          2      American Double / Imperial IPA   16.0
## 1004          2                  English Barleywine   16.0
## 1005         63                  American Brown Ale   16.0
## 1006          2                     German Pilsener   16.0
## 1007          2                  Milk / Sweet Stout   16.0
## 1009        153                        American IPA   12.0
## 1010        175             American Pale Ale (APA)   12.0
## 1011        175                 American Blonde Ale   12.0
## 1015        534              Fruit / Vegetable Beer   12.0
## 1017        175                      American Stout   16.0
## 1018        153                     American Porter   12.0
## 1019        153                 American Blonde Ale   12.0
## 1020        534          American Amber / Red Lager   12.0
## 1021        534                        American IPA   12.0
## 1022        153                 American Blonde Ale   12.0
## 1023        175      American Double / Imperial IPA   16.0
## 1024        153              Fruit / Vegetable Beer   12.0
## 1025        554                              Kölsch   12.0
## 1026        153            American Amber / Red Ale   12.0
## 1035        478                      American Stout   12.0
## 1050        179                    American Pilsner   12.0
## 1052        301                        American IPA   16.0
## 1057        272                        American IPA   12.0
## 1058        146                         Pumpkin Ale   12.0
## 1059        279             American Pale Ale (APA)   12.0
## 1060        294                        American IPA   16.0
## 1061        104                        American IPA   12.0
## 1062        235                  American White IPA   12.0
## 1063        478                        American IPA   12.0
## 1064        296                        American IPA   12.0
## 1065        352          American Amber / Red Lager   12.0
## 1066        231                        American IPA   12.0
## 1067        301                Märzen / Oktoberfest   12.0
## 1068        231            American Amber / Red Ale   12.0
## 1069        296                        American IPA   12.0
## 1070        496                             Witbier   12.0
## 1071        301                        Vienna Lager   16.0
## 1072        305      American Double / Imperial IPA   12.0
## 1073          3                 American Pale Lager   12.0
## 1074        447                               Cider   12.0
## 1075        231                     German Pilsener   12.0
## 1076          3           American India Pale Lager   12.0
## 1077        235                        American IPA   12.0
## 1078        319            American Amber / Red Ale   12.0
## 1079        319 Extra Special / Strong Bitter (ESB)   12.0
## 1080        235             American Pale Wheat Ale   12.0
## 1081        146                         Light Lager   12.0
## 1082        301                        Vienna Lager   12.0
## 1083        104                               Other   12.0
## 1084        235                        American IPA   12.0
## 1085        104              Fruit / Vegetable Beer   12.0
## 1086        340                        American IPA   16.0
## 1087        235                               Cider   12.0
## 1088        146                             Witbier   12.0
## 1089        235                              Kölsch   12.0
## 1090        231                         Pumpkin Ale   16.0
## 1091        296             American Pale Wheat Ale   12.0
## 1092         96                            Rye Beer   12.0
## 1093        296                    English Pale Ale   12.0
## 1094        104             American Pale Ale (APA)   12.0
## 1095        146                 Munich Helles Lager   12.0
## 1096        146                    English Pale Ale   12.0
## 1097        296                        American IPA   12.0
## 1098        296                        American IPA   12.0
## 1099        235                              Kölsch   12.0
## 1100        296                         Pumpkin Ale   12.0
## 1101        352                Märzen / Oktoberfest   12.0
## 1102        296              Fruit / Vegetable Beer   12.0
## 1103        296      American Double / Imperial IPA   12.0
## 1104        512                    English Pale Ale   12.0
## 1105        124                 American Blonde Ale   12.0
## 1106        146                         Light Lager   12.0
## 1107        146                        American IPA   12.0
## 1108        296                             Witbier   12.0
## 1115         72      American Double / Imperial IPA   12.0
## 1118         69                         Belgian IPA   16.0
## 1120         72                                Gose   12.0
## 1121        256              Saison / Farmhouse Ale   12.0
## 1122         69                            Rye Beer   16.0
## 1123        256                  American Black Ale   12.0
## 1124        480                        American IPA   12.0
## 1125        263                    Belgian Pale Ale   12.0
## 1126         72             American Pale Ale (APA)   12.0
## 1127         72                             Altbier   12.0
## 1128        480                Märzen / Oktoberfest   12.0
## 1129        115                        American IPA   12.0
## 1138        386                         Pumpkin Ale   12.0
## 1141         43                                Gose   16.0
## 1142        267             American Pale Wheat Ale   12.0
## 1150        503              Fruit / Vegetable Beer   12.0
## 1151        318                        American IPA   16.0
## 1152        318             American Pale Ale (APA)   16.0
## 1153        324                    English Pale Ale   12.0
## 1154        267                    American Pilsner   12.0
## 1155        318             American Pale Ale (APA)   16.0
## 1156        293             American Pale Wheat Ale   12.0
## 1158         11                    Belgian Dark Ale   16.0
## 1174         11                    Belgian Dark Ale   16.0
## 1196         14                        American IPA   12.0
## 1203         13                           Cream Ale   12.0
## 1209          9                        American IPA   16.0
## 1213         11              Saison / Farmhouse Ale   16.0
## 1216         16                        American IPA   12.0
## 1220         73                 Munich Helles Lager   12.0
## 1225        230                  Milk / Sweet Stout   16.0
## 1229        403                 American Pale Lager   12.0
## 1236        122                        American IPA   16.0
## 1239         11    American Double / Imperial Stout   16.0
## 1246        125                       Winter Warmer   16.0
## 1266         11                    Quadrupel (Quad)   16.0
## 1273        186                               Cider   16.0
## 1276         60                        American IPA   12.0
## 1281         11                    Belgian Pale Ale   16.0
## 1282         13             American Pale Wheat Ale   12.0
## 1283        125                      Czech Pilsener   16.0
## 1285         11             Belgian Strong Dark Ale   16.0
## 1286        125             American Pale Wheat Ale   16.0
## 1287         11                      Bière de Garde   16.0
## 1288         11                   American Wild Ale   16.0
## 1289         11              Saison / Farmhouse Ale   16.0
## 1290         12            American Amber / Red Ale   16.0
## 1291         77                             Witbier   16.0
## 1292         11                  American Black Ale   16.0
## 1293         11    American Double / Imperial Stout   16.0
## 1294        125                              Tripel   16.0
## 1295         11                    Belgian Dark Ale   16.0
## 1296        255                               Cider   16.0
## 1297         13                        American IPA   12.0
## 1298        230              American Adjunct Lager   12.0
## 1299        255                               Cider   16.0
## 1300         15                  American Brown Ale   12.0
## 1301         11                         Belgian IPA   16.0
## 1302         11                              Dubbel   16.0
## 1303        339                               Cider   16.0
## 1304         11              Fruit / Vegetable Beer   16.0
## 1305         11              Saison / Farmhouse Ale   16.0
## 1306         11                        American IPA   16.0
## 1307        125                        American IPA   16.0
## 1308         11      American Double / Imperial IPA   16.0
## 1309         11                      Bière de Garde   16.0
## 1310         11              Saison / Farmhouse Ale   16.0
## 1311        439                      American Stout   16.0
## 1312         60                   English Brown Ale   12.0
## 1313         15                        American IPA   12.0
## 1314        230                        American IPA   16.0
## 1315        399                 American Blonde Ale   16.0
## 1316        439            American Amber / Red Ale   12.0
## 1317         60            American Amber / Red Ale   12.0
## 1318         77                        American IPA   16.0
## 1325        278                        American IPA   12.0
## 1327         76                     German Pilsener   12.0
## 1328         62                  American Black Ale   16.0
## 1329          1                  Milk / Sweet Stout   16.0
## 1330          1                   English Brown Ale   16.0
## 1331        259      California Common / Steam Beer   12.0
## 1332        245                     German Pilsener   16.0
## 1333         62                        American IPA   16.0
## 1334          1                     American Porter   16.0
## 1335        143                           Cream Ale   12.0
## 1336        278             American Pale Wheat Ale   12.0
## 1337         59      American Double / Imperial IPA   16.0
## 1338        278                  American Black Ale   12.0
## 1339         62                  American Brown Ale   16.0
## 1340         62                  American Brown Ale   16.0
## 1341        143                  American Brown Ale   12.0
## 1342         59 Extra Special / Strong Bitter (ESB)   12.0
## 1343         62                            Rye Beer   16.0
## 1344        445                            Rye Beer   16.0
## 1345        259                     German Pilsener   12.0
## 1346        445             American Pale Ale (APA)   16.0
## 1347          1                         Pumpkin Ale   16.0
## 1348        139             American Pale Ale (APA)   12.0
## 1349        445      American Double / Imperial IPA   16.0
## 1350         54      American Double / Imperial IPA   16.0
## 1351          1 Extra Special / Strong Bitter (ESB)   16.0
## 1352        259                        American IPA   12.0
## 1353         54                 American Blonde Ale   12.0
## 1354         76                  American Black Ale   12.0
## 1355         62              Saison / Farmhouse Ale   16.0
## 1356        445                       Oatmeal Stout   16.0
## 1357        445                        American IPA   16.0
## 1358         62                      English Bitter   16.0
## 1359        475                        American IPA   16.0
## 1360        475                              Shandy   16.0
## 1361         76                  American Black Ale   12.0
## 1362         76                        American IPA   12.0
## 1363         62                        American IPA   16.0
## 1364         62      American Double / Imperial IPA   16.0
## 1365         62          Keller Bier / Zwickel Bier   16.0
## 1366         76 Extra Special / Strong Bitter (ESB)   12.0
## 1367        259                         Schwarzbier   12.0
## 1368          1                        American IPA   16.0
## 1369         59             American Pale Ale (APA)   16.0
## 1370        143             American Pale Wheat Ale   12.0
## 1371         54        English India Pale Ale (IPA)   12.0
## 1372        143             American Pale Ale (APA)   12.0
## 1373         76                        American IPA   12.0
## 1378        429                 Munich Helles Lager   12.0
## 1382        133                                Bock   12.0
## 1387        429                          Hefeweizen   12.0
## 1388         88             American Pale Wheat Ale   16.0
## 1389        315                  American Black Ale   16.0
## 1390        315                     American Porter   16.0
## 1391        315                 American Blonde Ale   16.0
## 1392        327             American Pale Wheat Ale   12.0
## 1393        315            American Amber / Red Ale   16.0
## 1394        327                Märzen / Oktoberfest   12.0
## 1395        189                 American Blonde Ale   12.0
## 1396        315                          Chile Beer   16.0
## 1397         61                 American Blonde Ale   12.0
## 1398        133                        American IPA   12.0
## 1399        315                        American IPA   16.0
## 1400        133            American Amber / Red Ale   12.0
## 1401        429                        American IPA   12.0
## 1402        315             American Dark Wheat Ale   16.0
## 1403        189                        American IPA   12.0
## 1404         61                        American IPA   12.0
## 1405        327                 Munich Helles Lager   12.0
## 1406         32                        American IPA   12.0
## 1407        315              Fruit / Vegetable Beer   16.0
## 1408        429             American Pale Wheat Ale   12.0
## 1409        133                          Chile Beer   12.0
## 1411        429                  American Brown Ale   12.0
## 1412         61                        American IPA   12.0
## 1413         61                  American Brown Ale   12.0
## 1414        429                         Schwarzbier   12.0
## 1416        134            American Amber / Red Ale   16.0
## 1417        134                 American Blonde Ale   12.0
## 1418        134             American Pale Ale (APA)   12.0
## 1419        134 Extra Special / Strong Bitter (ESB)   12.0
## 1420        246               English Dark Mild Ale   12.0
## 1421        246                    Belgian Pale Ale   12.0
## 1422        134             American Pale Ale (APA)   16.0
## 1423        134                       Oatmeal Stout   16.0
## 1424        134                        American IPA   16.0
## 1425        134                 American Blonde Ale   16.0
## 1426        134                        American IPA   16.0
## 1427        220                     American Porter   12.0
## 1429        538            American Amber / Red Ale   12.0
## 1432        220                          Hefeweizen   12.0
## 1434        220                     American Porter   12.0
## 1438        500                 Munich Helles Lager   16.0
## 1443        410            American Amber / Red Ale   16.0
## 1444        511                        American IPA   16.0
## 1445        538                          Hefeweizen   12.0
## 1446        220                        American IPA   12.0
## 1447        500                                Bock   16.0
## 1448        337                    English Pale Ale   12.0
## 1449        337                  American Brown Ale   12.0
## 1450        511                        American IPA   16.0
## 1451        408                 American Blonde Ale   12.0
## 1452        410                        American IPA   16.0
## 1454        337                  English Strong Ale   12.0
## 1455        220            American Amber / Red Ale   12.0
## 1456        538                        American IPA   12.0
## 1457        337                        American IPA   12.0
## 1458        511             American Pale Ale (APA)   16.0
## 1459        544                 American Pale Lager   24.0
## 1460        544                 American Pale Lager   12.0
## 1461        408                  American Brown Ale   12.0
## 1462        538                        Scottish Ale   12.0
## 1463        511                        American IPA   16.0
## 1464        337             American Pale Wheat Ale   12.0
## 1465        408             American Pale Ale (APA)   12.0
## 1466        538                              Kölsch   12.0
## 1468        505                 American Blonde Ale   12.0
## 1472        361                        American IPA   12.0
## 1476        390      American Double / Imperial IPA   16.0
## 1480        325             American Pale Ale (APA)   12.0
## 1482        361                              Tripel   12.0
## 1490        446             American Pale Ale (APA)   12.0
## 1494         70                     American Porter   16.0
## 1497        446                        Vienna Lager   12.0
## 1498        390             American Pale Ale (APA)   19.2
## 1499        361             American Pale Wheat Ale   12.0
## 1500         70                 American Blonde Ale   16.0
## 1501        150             American Pale Ale (APA)   12.0
## 1502        361                         Pumpkin Ale   12.0
## 1503        541             American Pale Ale (APA)   12.0
## 1504        180        English India Pale Ale (IPA)   12.0
## 1505         70                        American IPA   16.0
## 1506        360             American Pale Ale (APA)   16.0
## 1507        150                     American Porter   12.0
## 1508        332                       Winter Warmer   12.0
## 1509        332                        American IPA   12.0
## 1510        180                       Winter Warmer   16.0
## 1511        150                      American Stout   16.0
## 1512        434              Scotch Ale / Wee Heavy   12.0
## 1513        525             Belgian Strong Pale Ale   12.0
## 1514        360                        American IPA   16.0
## 1515        505                 American Blonde Ale   12.0
## 1516        180                              Kölsch   12.0
## 1517        529                              Kölsch   12.0
## 1518        434 Extra Special / Strong Bitter (ESB)   12.0
## 1519         71             American Pale Ale (APA)   16.0
## 1520        332                        American IPA   12.0
## 1521        541                          Hefeweizen   12.0
## 1522        361                Märzen / Oktoberfest   12.0
## 1523        332                           Cream Ale   12.0
## 1524        332                             Witbier   12.0
## 1525        525                             Witbier   12.0
## 1526        336                        Scottish Ale   12.0
## 1527        336             American Pale Ale (APA)   12.0
## 1528        336                        American IPA   12.0
## 1532        381                      American Stout   12.0
## 1540        190             American Pale Ale (APA)   12.0
## 1544        338             American Pale Ale (APA)   12.0
## 1545        381                  American Brown Ale   12.0
## 1547        338                         Pumpkin Ale   12.0
## 1548        381             American Pale Ale (APA)   12.0
## 1549        381 Extra Special / Strong Bitter (ESB)   12.0
## 1550        338                          Hefeweizen   12.0
## 1551        381             American Pale Ale (APA)   12.0
## 1552        381 Extra Special / Strong Bitter (ESB)   12.0
## 1553        381 Extra Special / Strong Bitter (ESB)   12.0
## 1556        548                   English Brown Ale   24.0
## 1560         48                  Berliner Weissbier   12.0
## 1561         48                  Berliner Weissbier   12.0
## 1562        282                     Irish Dry Stout   16.0
## 1563        223      American Double / Imperial IPA   16.0
## 1564        223                        American IPA   12.0
## 1565        218                             Witbier   12.0
## 1566        223                  Berliner Weissbier   16.0
## 1567        218                        American IPA   12.0
## 1568        223                  American Black Ale   16.0
## 1569        282                        American IPA   16.0
## 1570        444                        American IPA   12.0
## 1572        444                     German Pilsener   12.0
## 1575        393                        American IPA   12.0
## 1577        393              Saison / Farmhouse Ale   12.0
## 1578        393                  American Black Ale   12.0
## 1579        266            American Amber / Red Ale   12.0
## 1580        266                  Milk / Sweet Stout   12.0
## 1581        333                        American IPA   16.0
## 1582        266                        American IPA   12.0
## 1583        333                          Hefeweizen   16.0
## 1587        531                         Belgian IPA   16.0
## 1589        531                  American Black Ale   16.0
## 1590        531                         Schwarzbier   16.0
## 1591        531                         Schwarzbier   16.0
## 1592        234                          Hefeweizen   12.0
## 1593        234      American Double / Imperial IPA   12.0
## 1594        234             American Pale Ale (APA)   12.0
## 1600         47                        American IPA   16.0
## 1621        250                         Light Lager   12.0
## 1623        343                      Czech Pilsener   12.0
## 1624        490                  American White IPA   12.0
## 1625        300                              Shandy   12.0
## 1626        547                        American IPA   12.0
## 1627        438          American Amber / Red Lager   12.0
## 1628         47                  American Brown Ale   16.0
## 1629        330             American Pale Ale (APA)   16.0
## 1630         47                           Cream Ale   16.0
## 1631        174             American Pale Ale (APA)   12.0
## 1632         47                 American Strong Ale   12.0
## 1633         47             American Pale Ale (APA)   12.0
## 1634         47                        American IPA   24.0
## 1635        300                 American Pale Lager   12.0
## 1636        547                  American Brown Ale   16.0
## 1637        227                 American Strong Ale   16.0
## 1638         47                      American Stout   16.0
## 1639        539             American Pale Wheat Ale   12.0
## 1640         47             American Pale Wheat Ale   16.0
## 1641        438               English Pale Mild Ale   12.0
## 1642        330                  American Black Ale   16.0
## 1643        174                  Berliner Weissbier   12.0
## 1644         47      American Double / Imperial IPA   12.0
## 1645         47              Saison / Farmhouse Ale   16.0
## 1646         47      American Double / Imperial IPA   12.0
## 1647        300              Fruit / Vegetable Beer   12.0
## 1648        277 Extra Special / Strong Bitter (ESB)   12.0
## 1649        343                     Euro Dark Lager   12.0
## 1650        300                         Light Lager   12.0
## 1651         47                         Pumpkin Ale   16.0
## 1652        300                 American Blonde Ale   12.0
## 1653        343                        American IPA   12.0
## 1654        277                 American Blonde Ale   12.0
## 1655        300                    English Pale Ale   12.0
## 1656        174                        American IPA   12.0
## 1657        438          American Amber / Red Lager   16.0
## 1658         47                       Baltic Porter   12.0
## 1659        438               English Pale Mild Ale   12.0
## 1661        300                         Light Lager   12.0
## 1662         47                                Gose   12.0
## 1663         47                     German Pilsener   16.0
## 1664        438        English India Pale Ale (IPA)   12.0
## 1665         47                            Rye Beer   16.0
## 1666        227                Märzen / Oktoberfest   16.0
## 1667         47                        American IPA   16.0
## 1668         47                           Cream Ale   16.0
## 1675         92            American Amber / Red Ale   12.0
## 1680         93                        American IPA   12.0
## 1683        286                        Scottish Ale   16.0
## 1686         92                        American IPA   12.0
## 1687         92      American Double / Imperial IPA   12.0
## 1688        184             American Pale Ale (APA)   16.0
## 1689        353 Extra Special / Strong Bitter (ESB)   16.0
## 1690         92                  American Brown Ale   12.0
## 1691        106                     American Porter   12.0
## 1692        225                        American IPA   16.0
## 1693        225             American Pale Ale (APA)   12.0
## 1694         92                              Kölsch   12.0
## 1695         94            American Amber / Red Ale   12.0
## 1696        322                        American IPA   16.0
## 1697        435                               Cider   12.0
## 1698         92             American Pale Ale (APA)   12.0
## 1699         94            American Amber / Red Ale   12.0
## 1700        184                 American Strong Ale   16.0
## 1701         92              Fruit / Vegetable Beer   16.0
## 1702        358                 Munich Helles Lager   16.0
## 1703         94                Märzen / Oktoberfest   12.0
## 1704         92                       Winter Warmer   12.0
## 1705        322             American Pale Ale (APA)   16.0
## 1706         95                        American IPA   16.0
## 1707         95                           Cream Ale   16.0
## 1708        148                    American Pilsner   12.0
## 1709        184            American Amber / Red Ale   16.0
## 1710         92                 American Blonde Ale   12.0
## 1711         94             American Pale Ale (APA)   12.0
## 1712        100      American Double / Imperial IPA   12.0
## 1713        275                 American Barleywine   12.0
## 1714         95                       Oatmeal Stout   16.0
## 1715         93              Fruit / Vegetable Beer   12.0
## 1716        435                               Cider   16.0
## 1717         95                        American IPA   16.0
## 1719        183                 American Blonde Ale   16.0
## 1723        194                    Belgian Pale Ale   12.0
## 1726        331            American Amber / Red Ale   12.0
## 1727        367                 American Blonde Ale   12.0
## 1728        194                             Witbier   12.0
## 1729        183                 American Blonde Ale   16.0
## 1730        367          American Amber / Red Lager   12.0
## 1731        194                      American Stout   12.0
## 1732        367                 American Pale Lager   12.0
## 1733        377                 American Strong Ale   16.0
## 1734        377                      American Stout   16.0
## 1735        377                        American IPA   16.0
## 1736        183                        American IPA   16.0
## 1737        409                 American Pale Lager   12.0
## 1746        156              American Adjunct Lager   12.0
## 1751        202              Fruit / Vegetable Beer   16.0
## 1753        155                               Cider   12.0
## 1759        117                 American Pale Lager   12.0
## 1763        375      American Double / Imperial IPA   12.0
## 1775         81                      American Stout   16.0
## 1776         81                        American IPA   16.0
## 1777         81                 American Strong Ale   16.0
## 1778        404                               Cider   16.0
## 1779        198                 American Pale Lager   12.0
## 1780        437                      Czech Pilsener   16.0
## 1781        202      American Double / Imperial IPA   16.0
## 1782        202                        Scottish Ale   16.0
## 1783        207                        American IPA   16.0
## 1784         81             American Pale Wheat Ale   16.0
## 1785         81             American Pale Wheat Ale   16.0
## 1786        201                        Dunkelweizen   16.0
## 1787        201                             Altbier   16.0
## 1788        200                        American IPA   12.0
## 1789        297                              Radler   12.0
## 1790        202            American Amber / Red Ale   16.0
## 1791        200                        American IPA   12.0
## 1792        202                        American IPA   16.0
## 1793        202            American Amber / Red Ale   16.0
## 1794         81             American Pale Wheat Ale   16.0
## 1795         81             American Pale Wheat Ale   16.0
## 1796         81             American Pale Wheat Ale   16.0
## 1797        465             American Pale Wheat Ale   12.0
## 1798        388      American Double / Imperial IPA   16.0
## 1799         81             American Pale Wheat Ale   16.0
## 1800         81             American Pale Wheat Ale   16.0
## 1801        201                              Kölsch   16.0
## 1802        423                                Mead   12.0
## 1803        423                                Mead   12.0
## 1804        405                               Cider   16.0
## 1805        405                               Cider   16.0
## 1806         81             American Pale Wheat Ale   16.0
## 1807         81            American Amber / Red Ale   16.0
## 1808        207                        American IPA   12.0
## 1809        207                        American IPA   16.0
## 1810        465                        American IPA   12.0
## 1811        388      American Double / Imperial IPA   16.0
## 1812        207                        American IPA   16.0
## 1813        207             American Pale Ale (APA)   16.0
## 1814         81            American Amber / Red Ale   16.0
## 1815        207             American Pale Ale (APA)   16.0
## 1816        200                              Kölsch   12.0
## 1817        200      American Double / Imperial IPA   12.0
## 1818        297                          Hefeweizen   12.0
## 1819         81                  American White IPA   16.0
## 1820        207                    Belgian Pale Ale   12.0
## 1821        156             American Pale Ale (APA)   12.0
## 1822        486            American Amber / Red Ale   12.0
## 1823        199                        American IPA   12.0
## 1824        199                 American Blonde Ale   12.0
## 1825        154                 American Blonde Ale   12.0
## 1826        154                     American Porter   12.0
## 1827        207                             Witbier   16.0
## 1828        200             American Pale Ale (APA)   12.0
## 1829        207    American Double / Imperial Stout   16.0
## 1830        207          American Amber / Red Lager   16.0
## 1831        207                        American IPA   16.0
## 1832        151                        American IPA   12.0
## 1833        156             American Pale Ale (APA)   12.0
## 1834        151            American Amber / Red Ale   12.0
## 1835        151                      American Stout   12.0
## 1836        154                        American IPA   12.0
## 1837         81             American Pale Wheat Ale   16.0
## 1838        388                  American Black Ale   16.0
## 1839        388                  American Black Ale   16.0
## 1840        199                        American IPA   12.0
## 1841        388                 American Blonde Ale   16.0
## 1842         81                               Cider   16.0
## 1843        199                 American Strong Ale   12.0
## 1844        486             American Pale Ale (APA)   12.0
## 1845        419                  American Black Ale   12.0
## 1846        297                          Hefeweizen   12.0
## 1847        290            American Amber / Red Ale   16.0
## 1848        388                 American Blonde Ale   16.0
## 1849        199                        American IPA   12.0
## 1850        199                 American Blonde Ale   12.0
## 1851        151                        American IPA   12.0
## 1852        195             American Pale Ale (APA)   12.0
## 1853         81             American Pale Wheat Ale   16.0
## 1854         81                              Radler   16.0
## 1855        156             American Pale Ale (APA)   12.0
## 1856        199                 American Pale Lager   12.0
## 1857         81             American Pale Wheat Ale   16.0
## 1858        419             American Pale Wheat Ale   16.0
## 1859        455             American Pale Ale (APA)   12.0
## 1860        156                        American IPA   12.0
## 1861         81             American Pale Wheat Ale   16.0
## 1875        130                         Light Lager   12.0
## 1891        130              American Adjunct Lager   12.0
## 1913        372             American Pale Ale (APA)   12.0
## 1915        298                        American IPA   12.0
## 1916        373             American Pale Ale (APA)   12.0
## 1917        372      American Double / Imperial IPA   12.0
## 1918        417                               Cider   12.0
## 1919        165              Saison / Farmhouse Ale   12.0
## 1920        164                        American IPA   12.0
## 1921        346                        American IPA   12.0
## 1922        372                 Munich Helles Lager   12.0
## 1923        364                    American Pilsner   12.0
## 1924        372                 Munich Dunkel Lager   12.0
## 1925        168                        American IPA   12.0
## 1926         44          American Amber / Red Lager   12.0
## 1927        302                        American IPA   16.0
## 1928        372                       Winter Warmer   12.0
## 1929        546               Maibock / Helles Bock   12.0
## 1930        165             American Pale Ale (APA)   12.0
## 1931         44                             Witbier   12.0
## 1932        372                       Winter Warmer   12.0
## 1933        323                              Tripel   12.0
## 1934        114                      American Stout   12.0
## 1935         44                Märzen / Oktoberfest   12.0
## 1936        168             American Pale Ale (APA)   12.0
## 1937         98            American Amber / Red Ale   16.0
## 1938        372                        American IPA   12.0
## 1940        298              Saison / Farmhouse Ale   12.0
## 1941        357                              Tripel   12.0
## 1942        357              Fruit / Vegetable Beer   12.0
## 1943        326                     German Pilsener   12.0
## 1944        357      American Double / Imperial IPA   12.0
## 1945        417                               Cider   12.0
## 1946        302             American Pale Ale (APA)   16.0
## 1947        302             American Pale Wheat Ale   16.0
## 1948        299                        American IPA   12.0
## 1949        302             American Pale Wheat Ale   16.0
## 1951        346                        American IPA   12.0
## 1952        364                        American IPA   12.0
## 1953        302                     American Porter   16.0
## 1954         44                        American IPA   12.0
## 1955         44                        American IPA   12.0
## 1956         98                          Doppelbock   16.0
## 1957        326                        American IPA   12.0
## 1958        302                         Pumpkin Ale   16.0
## 1959        372                            Grisette   12.0
## 1960        382                Herbed / Spiced Beer   12.0
## 1969        102            American Amber / Red Ale   12.0
## 1970        380                           Cream Ale   12.0
## 1971        144                  Milk / Sweet Stout   16.0
## 1972        380                 American Blonde Ale   16.0
## 1973        144             American Pale Wheat Ale   16.0
## 1974        144                    American Pilsner   16.0
## 1975        144                     German Pilsener   16.0
## 1976        102                        American IPA   12.0
## 1977        144                                Bock   16.0
## 1978        144                     American Porter   16.0
## 1979        102                              Kölsch   12.0
## 1980        280              Saison / Farmhouse Ale   12.0
## 1981        380                             Witbier   16.0
## 1982        380             American Pale Ale (APA)   12.0
## 1983        144                Märzen / Oktoberfest   16.0
## 1984         87      American Double / Imperial IPA   12.0
## 1985        144                         Light Lager   16.0
## 1986        144             American Pale Wheat Ale   12.0
## 1987        280                 American Blonde Ale   12.0
## 1988        380                Märzen / Oktoberfest   16.0
## 1991        385                        American IPA   12.0
## 1993        385                             Witbier   12.0
## 1995        519                             Witbier   12.0
## 1998          6                  American Brown Ale   12.0
## 1999        247                     American Porter   12.0
## 2000        519                   English Brown Ale   12.0
## 2001          6    American Double / Imperial Stout   12.0
## 2002        247                    Belgian Pale Ale   12.0
## 2005        213                        American IPA   12.0
## 2006        213                     American Porter   12.0
## 2008        213            American Amber / Red Ale   12.0
## 2011        313             American Pale Ale (APA)   12.0
## 2012        240                        American IPA   12.0
## 2013        240                    American Pilsner   12.0
## 2014        240              Saison / Farmhouse Ale   12.0
## 2015        520                        American IPA   12.0
## 2019         39              American Adjunct Lager   12.0
## 2021         30      American Double / Imperial IPA   16.0
## 2027         67                             Witbier   12.0
## 2057         39                        American IPA   12.0
## 2058        127                        American IPA   16.0
## 2059        126             American Pale Ale (APA)   12.0
## 2060        215                             Witbier   12.0
## 2061        185             American Pale Ale (APA)   12.0
## 2062        258              Saison / Farmhouse Ale   16.0
## 2063        129                 American Blonde Ale   12.0
## 2064        216                  American Brown Ale   12.0
## 2065        162                      American Stout   12.0
## 2066        464                 American Blonde Ale   12.0
## 2067        396                 American Pale Lager   12.0
## 2068        126                          Hefeweizen   12.0
## 2069        128                     German Pilsener   12.0
## 2070        216        English India Pale Ale (IPA)   12.0
## 2071        288                 American Blonde Ale   12.0
## 2073        128      American Double / Imperial IPA   12.0
## 2074        162            American Amber / Red Ale   16.0
## 2075        185                      English Bitter   12.0
## 2076        119                 American Blonde Ale   12.0
## 2078         67            American Amber / Red Ale   12.0
## 2079        288                     American Porter   12.0
## 2080        414                        American IPA   12.0
## 2081        129                    English Pale Ale   12.0
## 2082        119             American Pale Ale (APA)   12.0
## 2083        185                       Baltic Porter   16.0
## 2085        119                      Bière de Garde   12.0
## 2086        185          Keller Bier / Zwickel Bier   12.0
## 2087         30                           Cream Ale   16.0
## 2088         30                         Smoked Beer   16.0
## 2089        215                 American Blonde Ale   12.0
## 2090         67                                       12.0
## 2091        464                     American Porter   12.0
## 2092        119                 American Blonde Ale   16.0
## 2093         67                        American IPA   12.0
## 2094         39          American Amber / Red Lager   12.0
## 2095         30                        American IPA   16.0
## 2096        128              Saison / Farmhouse Ale   16.0
## 2098        128                  American Brown Ale   12.0
## 2099        162      American Double / Imperial IPA   12.0
## 2100        471             American Pale Wheat Ale   12.0
## 2101        129                     German Pilsener   12.0
## 2102         67                             Witbier   12.0
## 2103        162                      American Stout   16.0
## 2104         67                  American Brown Ale   12.0
## 2105         67                 Munich Helles Lager   12.0
## 2106        471                 American Pale Lager   12.0
## 2107        414                         Schwarzbier   12.0
## 2108        129                 American Blonde Ale   12.0
## 2109        258                                Bock   16.0
## 2110        162                            Rye Beer   16.0
## 2112        258                        American IPA   16.0
## 2113        162      American Double / Imperial IPA   16.0
## 2114        162              Saison / Farmhouse Ale   12.0
## 2115        119      American Double / Imperial IPA   12.0
## 2116        119      American Double / Imperial IPA   12.0
## 2117        396                        American IPA   12.0
## 2118        162              Saison / Farmhouse Ale   16.0
## 2119         67                  Berliner Weissbier   12.0
## 2120        129                  American Black Ale   12.0
## 2121        414             American Pale Ale (APA)   12.0
## 2122        119              Foreign / Export Stout   12.0
## 2123        119      American Double / Imperial IPA   12.0
## 2124        128                        American IPA   12.0
## 2125        119             American Pale Ale (APA)   16.0
## 2126        414                  American Black Ale   16.0
## 2127        129                             Witbier   12.0
## 2128        129                                Gose   12.0
## 2129        396                             Altbier   12.0
## 2130        177                 Munich Helles Lager   12.0
## 2131        137                     American Porter   12.0
## 2132        128                 American Blonde Ale   12.0
## 2133        177             American Pale Ale (APA)   12.0
## 2134        141            American Amber / Red Ale   12.0
## 2135        243                        American IPA   12.0
## 2136        396             American Pale Ale (APA)   12.0
## 2137        242                 American Blonde Ale   12.0
## 2138        242            American Amber / Red Ale   12.0
## 2139        119                      Bière de Garde   12.0
## 2140        141                             Witbier   12.0
## 2141        119                             Old Ale   12.0
## 2142        119      American Double / Imperial IPA   12.0
## 2143        243                           Cream Ale   12.0
## 2144        141             American Pale Ale (APA)   12.0
## 2145        119              Saison / Farmhouse Ale   12.0
## 2151        160                        American IPA   12.0
## 2152        303                  American White IPA   12.0
## 2154        160                 American Blonde Ale   12.0
## 2155        400      California Common / Steam Beer   16.0
## 2158        160             American Pale Ale (APA)   12.0
## 2159        160                        American IPA   12.0
## 2161        303              Fruit / Vegetable Beer   12.0
## 2162        303      American Double / Imperial IPA   12.0
## 2163        400                  American Brown Ale   16.0
## 2164        365                         Schwarzbier   12.0
## 2165        365                        Vienna Lager   12.0
## 2166        160          American Amber / Red Lager   12.0
## 2167        303      American Double / Imperial IPA   12.0
## 2168        160                        American IPA   12.0
## 2169        400                        American IPA   16.0
## 2170        365                      Czech Pilsener   12.0
## 2171        160                         Schwarzbier   12.0
## 2172        116              Saison / Farmhouse Ale   12.0
## 2173        274                       Irish Red Ale   12.0
## 2176        116            American Amber / Red Ale   12.0
## 2177        237                      American Stout   12.0
## 2178        238             American Pale Ale (APA)   12.0
## 2179        274                        American IPA   12.0
## 2180        237                            Rye Beer   24.0
## 2181        123             American Pale Ale (APA)   12.0
## 2182        182             American Pale Ale (APA)   12.0
## 2183        237                              Kölsch   12.0
## 2184        182                    Belgian Pale Ale   12.0
## 2185        383 Extra Special / Strong Bitter (ESB)   12.0
## 2186        238             American Pale Ale (APA)   12.0
## 2187        383                     Euro Pale Lager   12.0
## 2188        344                        American IPA   16.0
## 2189        237                        American IPA   12.0
## 2190        431                        American IPA   12.0
## 2191        383             American Pale Ale (APA)   12.0
## 2192        307      American Double / Imperial IPA   16.0
## 2193        384                     German Pilsener   12.0
## 2194        431                      Czech Pilsener   12.0
## 2195        456                        American IPA   12.0
## 2196        116                        American IPA   12.0
## 2197        384                        American IPA   12.0
## 2198        383             American Pale Ale (APA)   12.0
## 2199        384                Märzen / Oktoberfest   12.0
## 2200        123          American Amber / Red Lager   12.0
## 2201         51                        American IPA   12.0
## 2202        384                        American IPA   16.0
## 2203        344             American Pale Ale (APA)   12.0
## 2204        344                           Cream Ale   12.0
## 2205        345                        American IPA   12.0
## 2206         51                     American Porter   12.0
## 2207        182              Scotch Ale / Wee Heavy   12.0
## 2208        456          American Amber / Red Lager   12.0
## 2209        415                              Kölsch   12.0
## 2210        123                             Altbier   12.0
## 2211        428          American Amber / Red Lager   16.0
## 2216        173      American Double / Imperial IPA   12.0
## 2222        269                             Altbier   16.0
## 2223        273                   American Wild Ale   16.0
## 2224        269        English India Pale Ale (IPA)   12.0
## 2225        273      American Double / Imperial IPA   16.0
## 2226         42                                Gose   16.0
## 2227        269            American Amber / Red Ale   12.0
## 2228        273      American Double / Imperial IPA   16.0
## 2229        276                  American White IPA   12.0
## 2230        262             American Pale Ale (APA)   12.0
## 2231        502                               Cider   12.0
## 2232        273      American Double / Imperial IPA   16.0
## 2233        273                        American IPA   16.0
## 2234        273    American Double / Imperial Stout   16.0
## 2235        269              Fruit / Vegetable Beer   12.0
## 2236        304              Fruit / Vegetable Beer   12.0
## 2237        304                          Hefeweizen   12.0
## 2238         42                        American IPA   16.0
## 2242        461                        American IPA   12.0
## 2247        354                        American IPA   16.0
## 2264        461              Saison / Farmhouse Ale   12.0
## 2265        395                               Cider   12.0
## 2266        391          American Amber / Red Lager   16.0
## 2267        191            American Amber / Red Ale   12.0
## 2268        412                               Cider   16.0
## 2269        191                        American IPA   12.0
## 2270        461                  English Strong Ale   12.0
## 2271        171                        American IPA   12.0
## 2272        191             American Pale Ale (APA)   12.0
## 2273        363            American Amber / Red Ale   16.0
## 2274        191                        American IPA   12.0
## 2275        363              Saison / Farmhouse Ale   16.0
## 2276        461             American Pale Ale (APA)   12.0
## 2277        482                    English Pale Ale   16.0
## 2278        488                        American IPA   16.0
## 2279        482                    English Pale Ale   16.0
## 2280        488                        American IPA   12.0
## 2281        412                               Cider   16.0
## 2282        461                        American IPA   12.0
## 2283        451             American Pale Ale (APA)   16.0
## 2284        484                        American IPA   12.0
## 2285        368             American Pale Ale (APA)   16.0
## 2286        191                        American IPA   12.0
## 2287        191                        American IPA   12.0
## 2288        368                    American Pilsner   16.0
## 2289        191                        American IPA   12.0
## 2290        395                               Cider   12.0
## 2291        391                 American Pale Lager   16.0
## 2292        402                        American IPA   16.0
## 2293        191                      Czech Pilsener   12.0
## 2294        545                          Hefeweizen   12.0
## 2295        482                        American IPA   16.0
## 2296        368                      American Stout   16.0
## 2297        527                    American Pilsner   12.0
## 2298        355             Belgian Strong Dark Ale   16.0
## 2299        363                 American Blonde Ale   16.0
## 2300        191            American Amber / Red Ale   12.0
## 2301        395                               Cider   12.0
## 2302        191                  American Brown Ale   12.0
## 2303        363                      Czech Pilsener   16.0
## 2304        320             American Pale Ale (APA)   12.0
## 2305        451                        American IPA   16.0
## 2306        312                        American IPA   16.0
## 2323        193                        American IPA   12.0
## 2326        132              American Adjunct Lager   12.0
## 2352        285      American Double / Imperial IPA   16.0
## 2353        530             American Pale Wheat Ale   12.0
## 2354         33                 American Blonde Ale   12.0
## 2355        132                Märzen / Oktoberfest   16.0
## 2356        285              Saison / Farmhouse Ale   16.0
## 2357        135                                Bock   16.0
## 2358        132              American Adjunct Lager   12.0
## 2359        457                 American Blonde Ale   16.0
## 2360        457             American Pale Ale (APA)   16.0
## 2361        135                 American Pale Lager   12.0
## 2362        132              American Adjunct Lager   16.0
## 2363        121                Märzen / Oktoberfest   16.0
## 2364        193                        Vienna Lager   12.0
## 2365        350                  American White IPA   16.0
## 2366        132             American Pale Wheat Ale   12.0
## 2367        555                 American Pale Lager   12.0
## 2368        499                        Vienna Lager   12.0
## 2369         33             American Pale Ale (APA)   12.0
## 2370        132          American Amber / Red Lager   12.0
## 2371        132             American Pale Wheat Ale   12.0
## 2372        132             American Pale Ale (APA)   12.0
## 2373        132             American Pale Wheat Ale   12.0
## 2374        135                         Light Lager   12.0
## 2375        135                 American Pale Lager   16.0
## 2376        132                       Winter Warmer   12.0
## 2377        132                Märzen / Oktoberfest   12.0
## 2378         33                     American Porter   12.0
## 2379        285                        American IPA   16.0
## 2380        499                        Vienna Lager   12.0
## 2381        147                        American IPA   16.0
## 2382        285                             Witbier   16.0
## 2383        132                  American Brown Ale   12.0
## 2384        135                 American Pale Lager   12.0
## 2385        135                American Malt Liquor   24.0
## 2386        407                      Czech Pilsener   16.0
## 2387        285                        Vienna Lager   16.0
## 2388        132             American Pale Ale (APA)   12.0
## 2389        132                              Kölsch   12.0
## 2390        132                 American Blonde Ale   12.0
## 2391        132             American Pale Wheat Ale   16.0
## 2392         33                          Hefeweizen   12.0
## 2393        285            American Amber / Red Ale   16.0
## 2394        157                  American Black Ale   12.0
## 2395        157             American Pale Ale (APA)   12.0
## 2396         80            American Amber / Red Ale   12.0
## 2397        458            American Amber / Red Ale   12.0
## 2398        458                        American IPA   12.0
## 2399        458                   English Brown Ale   12.0
## 2400        458             American Pale Wheat Ale   12.0
## 2401         80                  American Brown Ale   12.0
## 2402        192              Foreign / Export Stout   12.0
## 2403        551                 American Blonde Ale   16.0
## 2404        192                        American IPA   12.0
## 2405        551             American Pale Ale (APA)   16.0
## 2406        192                        Vienna Lager   12.0
## 2407        192             American Pale Ale (APA)   12.0
## 2408        192                    American Pilsner   12.0
## 2409        192                   English Brown Ale   12.0
## 2410        192             American Pale Ale (APA)   12.0
##                             Brewery_Name                City
## 3            King Street Brewing Company           Anchorage
## 4            King Street Brewing Company           Anchorage
## 6            King Street Brewing Company           Anchorage
## 7           Midnight Sun Brewing Company           Anchorage
## 8           Midnight Sun Brewing Company           Anchorage
## 9           Midnight Sun Brewing Company           Anchorage
## 10               Alaskan Brewing Company              Juneau
## 11               Alaskan Brewing Company              Juneau
## 12           Kenai River Brewing Company            Soldotna
## 13          Broken Tooth Brewing Company           Anchorage
## 14                Denali Brewing Company           Talkeetna
## 15          Broken Tooth Brewing Company           Anchorage
## 16           Kenai River Brewing Company            Soldotna
## 17                Denali Brewing Company           Talkeetna
## 18          Midnight Sun Brewing Company           Anchorage
## 19          Broken Tooth Brewing Company           Anchorage
## 20           Kenai River Brewing Company            Soldotna
## 21           King Street Brewing Company           Anchorage
## 22                Denali Brewing Company           Talkeetna
## 23                Denali Brewing Company           Talkeetna
## 24         Sleeping Lady Brewing Company           Anchorage
## 25           Kenai River Brewing Company            Soldotna
## 27           Good People Brewing Company          Birmingham
## 28           Good People Brewing Company          Birmingham
## 29                       Straight to Ale          Huntsville
## 30                       Straight to Ale          Huntsville
## 31                       Straight to Ale          Huntsville
## 32           Good People Brewing Company          Birmingham
## 33           Good People Brewing Company          Birmingham
## 34               Back Forty Beer Company             Gadsden
## 35           Good People Brewing Company          Birmingham
## 36     Core Brewing & Distilling Company          Springdale
## 38     Core Brewing & Distilling Company          Springdale
## 40     Core Brewing & Distilling Company          Springdale
## 48            Four Peaks Brewing Company               Tempe
## 65                SanTan Brewing Company            Chandler
## 66           Borderlands Brewing Company              Tucson
## 67                SanTan Brewing Company            Chandler
## 68                SanTan Brewing Company            Chandler
## 69                Barrio Brewing Company              Tucson
## 70            Four Peaks Brewing Company               Tempe
## 71                SanTan Brewing Company            Chandler
## 72            Four Peaks Brewing Company               Tempe
## 73                SanTan Brewing Company            Chandler
## 74                SanTan Brewing Company            Chandler
## 75                SanTan Brewing Company            Chandler
## 77            Lumberyard Brewing Company           Flagstaff
## 78                SanTan Brewing Company            Chandler
## 79                SanTan Brewing Company            Chandler
## 80                SanTan Brewing Company            Chandler
## 81                SanTan Brewing Company            Chandler
## 82            Lumberyard Brewing Company           Flagstaff
## 83            Lumberyard Brewing Company           Flagstaff
## 84                SanTan Brewing Company            Chandler
## 85                SanTan Brewing Company            Chandler
## 86                SanTan Brewing Company            Chandler
## 87                SanTan Brewing Company            Chandler
## 96                     Seabright Brewery          Santa Cruz
## 136            Headlands Brewing Company         Mill Valley
## 137              Mammoth Brewing Company       Mammoth Lakes
## 138               21st Amendment Brewery       San Francisco
## 139               21st Amendment Brewery       San Francisco
## 140                 Hess Brewing Company           San Diego
## 141           Pizza Port Brewing Company            Carlsbad
## 142     Firestone Walker Brewing Company         Paso Robles
## 143                Ukiah Brewing Company               Ukiah
## 144                        TailGate Beer           San Diego
## 145              Ruhstaller Beer Company          Sacramento
## 146               21st Amendment Brewery       San Francisco
## 147                      Mission Brewery           San Diego
## 148      Anderson Valley Brewing Company           Boonville
## 149                  Golden Road Brewing         Los Angeles
## 150            Mother Earth Brew Company               Vista
## 151        Sierra Nevada Brewing Company               Chico
## 152                    David's Ale Works     Diamond Springs
## 153            Mike Hess Brewing Company           San Diego
## 154               Anchor Brewing Company       San Francisco
## 155             Monkey Paw Pub & Brewery           San Diego
## 156                 Saint Archer Brewery           San Diego
## 157                 Claremont Craft Ales           Claremont
## 158        Ballast Point Brewing Company           San Diego
## 159                      Mission Brewery           San Diego
## 160            Armstrong Brewing Company South San Francisco
## 161                  Golden Road Brewing         Los Angeles
## 162                  Golden Road Brewing         Los Angeles
## 163            Manzanita Brewing Company              Santee
## 164                 Saint Archer Brewery           San Diego
## 165               21st Amendment Brewery       San Francisco
## 166               21st Amendment Brewery       San Francisco
## 167               21st Amendment Brewery       San Francisco
## 168               21st Amendment Brewery       San Francisco
## 169      Anderson Valley Brewing Company           Boonville
## 170                        TailGate Beer           San Diego
## 171      Anderson Valley Brewing Company           Boonville
## 172               21st Amendment Brewery       San Francisco
## 173            Headlands Brewing Company         Mill Valley
## 174      Anderson Valley Brewing Company           Boonville
## 175               21st Amendment Brewery       San Francisco
## 176      Anderson Valley Brewing Company           Boonville
## 177               Speakasy Ales & Lagers       San Francisco
## 178              Fort Point Beer Company       San Francisco
## 179      Anderson Valley Brewing Company           Boonville
## 180                     Uncommon Brewers          Santa Cruz
## 181               Anchor Brewing Company       San Francisco
## 182               21st Amendment Brewery       San Francisco
## 183               Anchor Brewing Company       San Francisco
## 184    Figueroa Mountain Brewing Company            Buellton
## 185                        TailGate Beer           San Diego
## 186              Ruhstaller Beer Company          Sacramento
## 187                        TailGate Beer           San Diego
## 188              Hangar 24 Craft Brewery            Redlands
## 189              Hangar 24 Craft Brewery            Redlands
## 190              Mammoth Brewing Company       Mammoth Lakes
## 191            Mike Hess Brewing Company           San Diego
## 192           Pizza Port Brewing Company            Carlsbad
## 193        Ballast Point Brewing Company           San Diego
## 194          Santa Cruz Mountain Brewing          Santa Cruz
## 195           The Dudes' Brewing Company            Torrance
## 196                        TailGate Beer           San Diego
## 197      Anderson Valley Brewing Company           Boonville
## 198        Ballast Point Brewing Company           San Diego
## 199                    Modern Times Beer           San Diego
## 200                  Golden Road Brewing         Los Angeles
## 201                    Modern Times Beer           San Diego
## 202                  Golden Road Brewing         Los Angeles
## 203                    Modern Times Beer           San Diego
## 204             Monkey Paw Pub & Brewery           San Diego
## 205                    Modern Times Beer           San Diego
## 206          Santa Cruz Mountain Brewing          Santa Cruz
## 207            Mike Hess Brewing Company           San Diego
## 208                        TailGate Beer           San Diego
## 209           The Dudes' Brewing Company            Torrance
## 210           The Dudes' Brewing Company            Torrance
## 211               Mavericks Beer Company       Half Moon Bay
## 212    Figueroa Mountain Brewing Company            Buellton
## 213               21st Amendment Brewery       San Francisco
## 214        Sierra Nevada Brewing Company               Chico
## 215      Anderson Valley Brewing Company           Boonville
## 216               21st Amendment Brewery       San Francisco
## 217            Headlands Brewing Company         Mill Valley
## 218          Santa Cruz Mountain Brewing          Santa Cruz
## 219                    Butcher's Brewing            Carlsbad
## 220            Manzanita Brewing Company              Santee
## 221               Anchor Brewing Company       San Francisco
## 222      Anderson Valley Brewing Company           Boonville
## 223        Sierra Nevada Brewing Company               Chico
## 224      Anderson Valley Brewing Company           Boonville
## 225               Devil's Canyon Brewery             Belmont
## 226      Anderson Valley Brewing Company           Boonville
## 227              Ruhstaller Beer Company          Sacramento
## 228              Ruhstaller Beer Company          Sacramento
## 229              Mammoth Brewing Company       Mammoth Lakes
## 230              Mammoth Brewing Company       Mammoth Lakes
## 231                      Mission Brewery           San Diego
## 232                    Modern Times Beer           San Diego
## 233            Mike Hess Brewing Company           San Diego
## 234                 Saint Archer Brewery           San Diego
## 235               Anchor Brewing Company       San Francisco
## 236        Central Coast Brewing Company     San Luis Obispo
## 237        Central Coast Brewing Company     San Luis Obispo
## 238      Anderson Valley Brewing Company           Boonville
## 239      Anderson Valley Brewing Company           Boonville
## 240      Anderson Valley Brewing Company           Boonville
## 241        Sierra Nevada Brewing Company               Chico
## 242      Anderson Valley Brewing Company           Boonville
## 243           The Dudes' Brewing Company            Torrance
## 244            Manzanita Brewing Company              Santee
## 245                     Uncommon Brewers          Santa Cruz
## 246            Manzanita Brewing Company              Santee
## 247        Central Coast Brewing Company     San Luis Obispo
## 248        Sierra Nevada Brewing Company               Chico
## 249      Anderson Valley Brewing Company           Boonville
## 250      Anderson Valley Brewing Company           Boonville
## 251              Fort Point Beer Company       San Francisco
## 252           The Dudes' Brewing Company            Torrance
## 253              Fort Point Beer Company       San Francisco
## 254      Anderson Valley Brewing Company           Boonville
## 256              Fort Point Beer Company       San Francisco
## 257              Ruhstaller Beer Company          Sacramento
## 258                    Modern Times Beer           San Diego
## 259            Mike Hess Brewing Company           San Diego
## 260        Ballast Point Brewing Company           San Diego
## 261        Central Coast Brewing Company     San Luis Obispo
## 262                     Uncommon Brewers          Santa Cruz
## 263        Sierra Nevada Brewing Company               Chico
## 264                  Golden Road Brewing         Los Angeles
## 265               Devil's Canyon Brewery             Belmont
## 266               Mavericks Beer Company       Half Moon Bay
## 267        Sierra Nevada Brewing Company               Chico
## 268               Mavericks Beer Company       Half Moon Bay
## 269               Devil's Canyon Brewery             Belmont
## 270                     Uncommon Brewers          Santa Cruz
## 390              Upslope Brewing Company             Boulder
## 391              Centennial Beer Company             Edwards
## 392                     Redstone Meadery             Boulder
## 393           Steamworks Brewing Company             Durango
## 394             Dry Dock Brewing Company              Aurora
## 395             Renegade Brewing Company              Denver
## 396             Dry Dock Brewing Company              Aurora
## 397                   Revolution Brewing              Paonia
## 399                  Oskar Blues Brewery            Longmont
## 400              Bonfire Brewing Company               Eagle
## 402              Bonfire Brewing Company               Eagle
## 403                Avery Brewing Company             Boulder
## 404              Bonfire Brewing Company               Eagle
## 405                 Tommyknocker Brewery       Idaho Springs
## 406                Aspen Brewing Company               Aspen
## 407              Bonfire Brewing Company               Eagle
## 408         Great Divide Brewing Company              Denver
## 409              Bonfire Brewing Company               Eagle
## 410                  Oskar Blues Brewery            Longmont
## 411      Crystal Springs Brewing Company             Boulder
## 412            Telluride Brewing Company           Telluride
## 413                  Ska Brewing Company             Durango
## 414        Pateros Creek Brewing Company        Fort Collins
## 415       Crazy Mountain Brewing Company             Edwards
## 417                  Oskar Blues Brewery            Longmont
## 419          New Belgium Brewing Company        Fort Collins
## 420                  Oskar Blues Brewery            Longmont
## 421       Crazy Mountain Brewing Company             Edwards
## 422                 Fate Brewing Company             Boulder
## 423                  Oskar Blues Brewery            Longmont
## 424          Black Shirt Brewing Company              Denver
## 425              Sanitas Brewing Company             Boulder
## 426              Sanitas Brewing Company             Boulder
## 427              Upslope Brewing Company             Boulder
## 428                  Oskar Blues Brewery            Longmont
## 429          New Belgium Brewing Company        Fort Collins
## 430                   Pug Ryan's Brewery              Dillon
## 431         Great Divide Brewing Company              Denver
## 432              Centennial Beer Company             Edwards
## 433          New Belgium Brewing Company        Fort Collins
## 434                  Oskar Blues Brewery            Longmont
## 435                  Ska Brewing Company             Durango
## 436                 Fate Brewing Company             Boulder
## 437           Steamworks Brewing Company             Durango
## 438                  Oskar Blues Brewery            Longmont
## 439                Avery Brewing Company             Boulder
## 440             Palisade Brewing Company            Palisade
## 441              Upslope Brewing Company             Boulder
## 442       Crazy Mountain Brewing Company             Edwards
## 443                Avery Brewing Company             Boulder
## 444                  Oskar Blues Brewery            Longmont
## 446              Bonfire Brewing Company               Eagle
## 448        Eddyline Brewery & Restaurant         Buena Vista
## 449                  Oskar Blues Brewery            Longmont
## 450                  Oskar Blues Brewery            Longmont
## 451                  Denver Beer Company              Denver
## 452              Bonfire Brewing Company               Eagle
## 453                  Oskar Blues Brewery            Longmont
## 454              Bonfire Brewing Company               Eagle
## 455                  Oskar Blues Brewery            Longmont
## 456              Bonfire Brewing Company               Eagle
## 457                   Pug Ryan's Brewery              Dillon
## 459                     Redstone Meadery             Boulder
## 460                  Oskar Blues Brewery            Longmont
## 461          New Belgium Brewing Company        Fort Collins
## 462                  Oskar Blues Brewery            Longmont
## 463              Bonfire Brewing Company               Eagle
## 464             Dry Dock Brewing Company              Aurora
## 465                   Big Choice Brewing          Broomfield
## 466      Crystal Springs Brewing Company             Boulder
## 467           Pikes Peak Brewing Company            Monument
## 468       Crazy Mountain Brewing Company             Edwards
## 469                  Oskar Blues Brewery            Longmont
## 470                 Boulder Beer Company             Boulder
## 471              Bonfire Brewing Company               Eagle
## 472              Upslope Brewing Company             Boulder
## 473          New Belgium Brewing Company        Fort Collins
## 474              Upslope Brewing Company             Boulder
## 476                Aspen Brewing Company               Aspen
## 477              Wynkoop Brewing Company              Denver
## 478                  Denver Beer Company              Denver
## 479            Lone Tree Brewing Company           Lone Tree
## 480                         Epic Brewing              Denver
## 481              Bonfire Brewing Company               Eagle
## 482             Crabtree Brewing Company             Greeley
## 483                   Pug Ryan's Brewery              Dillon
## 484                 Boulder Beer Company             Boulder
## 486              Upslope Brewing Company             Boulder
## 487              Wynkoop Brewing Company              Denver
## 488              Wynkoop Brewing Company              Denver
## 489         Great Divide Brewing Company              Denver
## 490              Upslope Brewing Company             Boulder
## 491                 Fate Brewing Company             Boulder
## 492              Upslope Brewing Company             Boulder
## 493             Crabtree Brewing Company             Greeley
## 494              Upslope Brewing Company             Boulder
## 495              Wynkoop Brewing Company              Denver
## 496             Crabtree Brewing Company             Greeley
## 497                   Pug Ryan's Brewery              Dillon
## 498              Upslope Brewing Company             Boulder
## 499          New Belgium Brewing Company        Fort Collins
## 500          New Belgium Brewing Company        Fort Collins
## 501         Great Divide Brewing Company              Denver
## 502              Upslope Brewing Company             Boulder
## 503              Wynkoop Brewing Company              Denver
## 504              Upslope Brewing Company             Boulder
## 505                  Oskar Blues Brewery            Longmont
## 506              Upslope Brewing Company             Boulder
## 507                Dad & Dude's Breweria              Aurora
## 508                  River North Brewery              Denver
## 509                  Oskar Blues Brewery            Longmont
## 510                Avery Brewing Company             Boulder
## 511          New Belgium Brewing Company        Fort Collins
## 512                   Pug Ryan's Brewery              Dillon
## 513              Bonfire Brewing Company               Eagle
## 514         Great Divide Brewing Company              Denver
## 515              Wynkoop Brewing Company              Denver
## 516              Bonfire Brewing Company               Eagle
## 517              Wynkoop Brewing Company              Denver
## 518                   Big Choice Brewing          Broomfield
## 519                   Big Choice Brewing          Broomfield
## 520              Upslope Brewing Company             Boulder
## 521                   Big Choice Brewing          Broomfield
## 522                  Oskar Blues Brewery            Longmont
## 523                Dad & Dude's Breweria              Aurora
## 524                   Pug Ryan's Brewery              Dillon
## 525          New Belgium Brewing Company        Fort Collins
## 526                 Boulder Beer Company             Boulder
## 527                   Pug Ryan's Brewery              Dillon
## 528              Upslope Brewing Company             Boulder
## 529                  Oskar Blues Brewery            Longmont
## 530              Wynkoop Brewing Company              Denver
## 531              Wynkoop Brewing Company              Denver
## 532          New Belgium Brewing Company        Fort Collins
## 533         Great Divide Brewing Company              Denver
## 534                  Oskar Blues Brewery            Longmont
## 535          New Belgium Brewing Company        Fort Collins
## 538        Thomas Hooker Brewing Company          Bloomfield
## 554          New England Brewing Company          Woodbridge
## 557          New England Brewing Company          Woodbridge
## 558            Back East Brewing Company          Bloomfield
## 559          New England Brewing Company          Woodbridge
## 560                     Cottrell Brewing           Pawcatuck
## 561            Two Roads Brewing Company           Stratford
## 562          New England Brewing Company          Woodbridge
## 567              DC Brau Brewing Company          Washington
## 568              DC Brau Brewing Company          Washington
## 569              DC Brau Brewing Company          Washington
## 570              DC Brau Brewing Company          Washington
## 572           Twin Lakes Brewing Company          Greenville
## 579                  Intuition Ale Works        Jacksonville
## 585           Cigar City Brewing Company               Tampa
## 589           Cigar City Brewing Company               Tampa
## 593           Two Henrys Brewing Company          Plant City
## 594                Miami Brewing Company               Miami
## 595           Cigar City Brewing Company               Tampa
## 596           Cigar City Brewing Company               Tampa
## 597                   Swamp Head Brewery         Gainesville
## 598                   Swamp Head Brewery         Gainesville
## 599           Cigar City Brewing Company               Tampa
## 600           Cigar City Brewing Company               Tampa
## 601                    Bold City Brewery        Jacksonville
## 602           Cigar City Brewing Company               Tampa
## 603                     Brew Bus Brewing               Tampa
## 605            Tampa Bay Brewing Company               Tampa
## 606                Miami Brewing Company               Miami
## 607                  Intuition Ale Works        Jacksonville
## 608           Cigar City Brewing Company               Tampa
## 609                   Swamp Head Brewery         Gainesville
## 610                  3 Daughters Brewing       St Petersburg
## 611                   Swamp Head Brewery         Gainesville
## 612                    Engine 15 Brewing  Jacksonville Beach
## 613                    Bold City Brewery        Jacksonville
## 614           Cigar City Brewing Company               Tampa
## 615                     Brew Bus Brewing               Tampa
## 616           Cigar City Brewing Company               Tampa
## 617            Big Storm Brewing Company              Odessa
## 618           Cigar City Brewing Company               Tampa
## 619                     Brew Bus Brewing               Tampa
## 620           Cigar City Brewing Company               Tampa
## 621                Miami Brewing Company               Miami
## 622                     Brew Bus Brewing               Tampa
## 623                Miami Brewing Company               Miami
## 624                  Intuition Ale Works        Jacksonville
## 625           Cigar City Brewing Company               Tampa
## 626                           7venth Sun             Dunedin
## 627           Cigar City Brewing Company               Tampa
## 628           Cigar City Brewing Company               Tampa
## 629            Tampa Bay Brewing Company               Tampa
## 630                   Swamp Head Brewery         Gainesville
## 632                      Orpheus Brewing             Atlanta
## 634           SweetWater Brewing Company             Atlanta
## 637                      Orpheus Brewing             Atlanta
## 638           SweetWater Brewing Company             Atlanta
## 640                   Macon Beer Company               Macon
## 641                   Macon Beer Company               Macon
## 642           SweetWater Brewing Company             Atlanta
## 643           SweetWater Brewing Company             Atlanta
## 644          Coastal Empire Beer Company            Savannah
## 645          Coastal Empire Beer Company            Savannah
## 646             Red Hare Brewing Company            Marietta
## 649                 Kona Brewing Company                Kona
## 656                 Maui Brewing Company             Lahaina
## 657              Hawai'i Nui Brewing Co.                Hilo
## 658              Hawai'i Nui Brewing Co.                Hilo
## 659                 Maui Brewing Company             Lahaina
## 660                 Maui Brewing Company             Lahaina
## 661                   Mehana Brewing Co.                Hilo
## 662                 Maui Brewing Company             Lahaina
## 663                   Mehana Brewing Co.                Hilo
## 664                 Maui Brewing Company             Lahaina
## 665              Hawai'i Nui Brewing Co.                Hilo
## 666                 Maui Brewing Company             Lahaina
## 667                   Mehana Brewing Co.                Hilo
## 668                 Maui Brewing Company             Lahaina
## 669                   Mehana Brewing Co.                Hilo
## 670              Hawai'i Nui Brewing Co.                Hilo
## 671                 Maui Brewing Company             Lahaina
## 672                   Mehana Brewing Co.                Hilo
## 673                 Maui Brewing Company             Lahaina
## 676           Confluence Brewing Company          Des Moines
## 679              Okoboji Brewing Company         Spirit Lake
## 680              Okoboji Brewing Company         Spirit Lake
## 681              Okoboji Brewing Company         Spirit Lake
## 682                  Great River Brewery           Davenport
## 683                  Great River Brewery           Davenport
## 684               Kalona Brewing Company              Kalona
## 685                  Great River Brewery           Davenport
## 686              Okoboji Brewing Company         Spirit Lake
## 687                  Great River Brewery           Davenport
## 688              Okoboji Brewing Company         Spirit Lake
## 689                  Great River Brewery           Davenport
## 690                  Great River Brewery           Davenport
## 691                  Great River Brewery           Davenport
## 692                  Great River Brewery           Davenport
## 693                  Great River Brewery           Davenport
## 694                  Great River Brewery           Davenport
## 695           Peace Tree Brewing Company           Knoxville
## 696                  Great River Brewery           Davenport
## 697                  Great River Brewery           Davenport
## 698                  Great River Brewery           Davenport
## 699                  Great River Brewery           Davenport
## 700                  Great River Brewery           Davenport
## 701                  Great River Brewery           Davenport
## 702              Okoboji Brewing Company         Spirit Lake
## 703                  Great River Brewery           Davenport
## 706         Slanted Rock Brewing Company            Meridian
## 709              Sockeye Brewing Company               Boise
## 710              Sockeye Brewing Company               Boise
## 714              Payette Brewing Company         Garden City
## 717         Slanted Rock Brewing Company            Meridian
## 718              Sockeye Brewing Company               Boise
## 719              Sockeye Brewing Company               Boise
## 720              Sockeye Brewing Company               Boise
## 721              Payette Brewing Company         Garden City
## 722              Sockeye Brewing Company               Boise
## 723              Sockeye Brewing Company               Boise
## 724              Sockeye Brewing Company               Boise
## 725         Laughing Dog Brewing Company            Ponderay
## 726        Crooked Fence Brewing Company         Garden City
## 727              Payette Brewing Company         Garden City
## 728              Sockeye Brewing Company               Boise
## 729        Crooked Fence Brewing Company         Garden City
## 730              Sockeye Brewing Company               Boise
## 731        Crooked Fence Brewing Company         Garden City
## 732              Sockeye Brewing Company               Boise
## 733              Sockeye Brewing Company               Boise
## 786         Two Brothers Brewing Company         Warrenville
## 787                 Finch's Beer Company             Chicago
## 788             Spiteful Brewing Company             Chicago
## 789         Two Brothers Brewing Company         Warrenville
## 790           Wild Onion Brewing Company     Lake Barrington
## 791             Spiteful Brewing Company             Chicago
## 792            Pollyanna Brewing Company              Lemont
## 793         Two Brothers Brewing Company         Warrenville
## 794           Wild Onion Brewing Company     Lake Barrington
## 795           Revolution Brewing Company             Chicago
## 796           Revolution Brewing Company             Chicago
## 797         Two Brothers Brewing Company         Warrenville
## 798            Pipeworks Brewing Company             Chicago
## 799                 Finch's Beer Company             Chicago
## 800           Wild Onion Brewing Company     Lake Barrington
## 801             Spiteful Brewing Company             Chicago
## 802                      Destihl Brewery         Bloomington
## 803                 Finch's Beer Company             Chicago
## 804           Revolution Brewing Company             Chicago
## 805                   Mikerphone Brewing             Chicago
## 806                      Destihl Brewery         Bloomington
## 807               Half Acre Beer Company             Chicago
## 808               Half Acre Beer Company             Chicago
## 809         Goose Island Brewery Company             Chicago
## 810           Wild Onion Brewing Company     Lake Barrington
## 811                   BuckleDown Brewing               Lyons
## 812         Goose Island Brewing Company             Chicago
## 813           Revolution Brewing Company             Chicago
## 814                      Destihl Brewery         Bloomington
## 815           Revolution Brewing Company             Chicago
## 816           Revolution Brewing Company             Chicago
## 817           Wild Onion Brewing Company     Lake Barrington
## 818           Revolution Brewing Company             Chicago
## 819           Wild Onion Brewing Company     Lake Barrington
## 820         Two Brothers Brewing Company         Warrenville
## 821                 Finch's Beer Company             Chicago
## 822                   Mikerphone Brewing             Chicago
## 823                    Big Muddy Brewing         Murphysboro
## 824             Spiteful Brewing Company             Chicago
## 855                   Evil Czech Brewery           Mishawaka
## 861                    Flat 12 Bierwerks        Indianapolis
## 869              Tin Man Brewing Company          Evansville
## 872             Sun King Brewing Company        Indianapolis
## 873             Sun King Brewing Company        Indianapolis
## 874             Sun King Brewing Company        Indianapolis
## 875                    Flat 12 Bierwerks        Indianapolis
## 876             Sun King Brewing Company        Indianapolis
## 877              Cutters Brewing Company                Avon
## 878              Cutters Brewing Company                Avon
## 879               Great Crescent Brewery              Aurora
## 880               Great Crescent Brewery              Aurora
## 881             Sun King Brewing Company        Indianapolis
## 882                    Chapman's Brewing              Angola
## 883                     Burn 'Em Brewing       Michigan City
## 884             Sun King Brewing Company        Indianapolis
## 885              Tin Man Brewing Company          Evansville
## 886                  18th Street Brewery                Gary
## 887                  18th Street Brewery                Gary
## 888               Great Crescent Brewery              Aurora
## 889               Great Crescent Brewery              Aurora
## 890             Sun King Brewing Company        Indianapolis
## 891             Sun King Brewing Company        Indianapolis
## 892                  18th Street Brewery                Gary
## 893                 Indiana City Brewing        Indianapolis
## 894               Black Acre Brewing Co.        Indianapolis
## 895                     Burn 'Em Brewing       Michigan City
## 896             Sun King Brewing Company        Indianapolis
## 897                     Burn 'Em Brewing       Michigan City
## 898             Sun King Brewing Company        Indianapolis
## 899                    Chapman's Brewing              Angola
## 900            450 North Brewing Company            Columbus
## 901                  Three Pints Brewing        Martinsville
## 902               Great Crescent Brewery              Aurora
## 903                   Bare Hands Brewery             Granger
## 904            450 North Brewing Company            Columbus
## 905            450 North Brewing Company            Columbus
## 906                     Burn 'Em Brewing       Michigan City
## 907              Tin Man Brewing Company          Evansville
## 908              Tin Man Brewing Company          Evansville
## 909              Tin Man Brewing Company          Evansville
## 910                    Chapman's Brewing              Angola
## 911             Sun King Brewing Company        Indianapolis
## 912                     Burn 'Em Brewing       Michigan City
## 913             Sun King Brewing Company        Indianapolis
## 914                  18th Street Brewery                Gary
## 915             Sun King Brewing Company        Indianapolis
## 916            450 North Brewing Company            Columbus
## 917              Cutters Brewing Company                Avon
## 919                  18th Street Brewery                Gary
## 920             Sun King Brewing Company        Indianapolis
## 921               Great Crescent Brewery              Aurora
## 922             Sun King Brewing Company        Indianapolis
## 923             Sun King Brewing Company        Indianapolis
## 924                  18th Street Brewery                Gary
## 925              Cutters Brewing Company                Avon
## 926                Four Fathers Brewing           Valparaiso
## 927              Warbird Brewing Company          Fort Wayne
## 928                Four Fathers Brewing           Valparaiso
## 929             Sun King Brewing Company        Indianapolis
## 930             Sun King Brewing Company        Indianapolis
## 931                Four Fathers Brewing           Valparaiso
## 932             Sun King Brewing Company        Indianapolis
## 933               Upland Brewing Company         Bloomington
## 934                  Three Pints Brewing        Martinsville
## 935               Great Crescent Brewery              Aurora
## 936               Upland Brewing Company         Bloomington
## 937               Great Crescent Brewery              Aurora
## 938                  18th Street Brewery                Gary
## 939               Great Crescent Brewery              Aurora
## 940               Great Crescent Brewery              Aurora
## 941             Sun King Brewing Company        Indianapolis
## 942             Sun King Brewing Company        Indianapolis
## 943        Four Horsemen Brewing Company          South Bend
## 944             Sun King Brewing Company        Indianapolis
## 945             Sun King Brewing Company        Indianapolis
## 946                  Three Pints Brewing        Martinsville
## 947              Tin Man Brewing Company          Evansville
## 948             Sun King Brewing Company        Indianapolis
## 949             Sun King Brewing Company        Indianapolis
## 950               Great Crescent Brewery              Aurora
## 951               Great Crescent Brewery              Aurora
## 952            450 North Brewing Company            Columbus
## 953               Upland Brewing Company         Bloomington
## 954             Sun King Brewing Company        Indianapolis
## 955             Sun King Brewing Company        Indianapolis
## 956               Taxman Brewing Company        Bargersville
## 957                Four Fathers Brewing           Valparaiso
## 958             Sun King Brewing Company        Indianapolis
## 959               Great Crescent Brewery              Aurora
## 960                  Three Pints Brewing        Martinsville
## 962             Sun King Brewing Company        Indianapolis
## 963             Sun King Brewing Company        Indianapolis
## 968            Tallgrass Brewing Company           Manhattan
## 969         High Noon Saloon And Brewery         Leavenworth
## 970         High Noon Saloon And Brewery         Leavenworth
## 971            Tallgrass Brewing Company           Manhattan
## 972            Tallgrass Brewing Company           Manhattan
## 973             Defiance Brewing Company                Hays
## 974            Tallgrass Brewing Company           Manhattan
## 975            Tallgrass Brewing Company           Manhattan
## 976            Tallgrass Brewing Company           Manhattan
## 977            Tallgrass Brewing Company           Manhattan
## 978            Tallgrass Brewing Company           Manhattan
## 979            Tallgrass Brewing Company           Manhattan
## 980            Tallgrass Brewing Company           Manhattan
## 981            Tallgrass Brewing Company           Manhattan
## 982            Tallgrass Brewing Company           Manhattan
## 983            Tallgrass Brewing Company           Manhattan
## 984             Defiance Brewing Company                Hays
## 985            Tallgrass Brewing Company           Manhattan
## 986            Tallgrass Brewing Company           Manhattan
## 989  Alltech's Lexington Brewing Company           Lexington
## 994            Against the Grain Brewery          Louisville
## 995                   West Sixth Brewing           Lexington
## 996            Against the Grain Brewery          Louisville
## 997            Against the Grain Brewery          Louisville
## 998            Against the Grain Brewery          Louisville
## 999            Against the Grain Brewery          Louisville
## 1000                  West Sixth Brewing           Lexington
## 1001           Against The Grain Brewery          Louisville
## 1002           Against the Grain Brewery          Louisville
## 1003           Against the Grain Brewery          Louisville
## 1004           Against the Grain Brewery          Louisville
## 1005           Against The Grain Brewery          Louisville
## 1006           Against the Grain Brewery          Louisville
## 1007           Against the Grain Brewery          Louisville
## 1009            Tin Roof Brewing Company         Baton Rouge
## 1010 New Orleans Lager & Ale Brewing ...         New Orleans
## 1011 New Orleans Lager & Ale Brewing ...         New Orleans
## 1015               Abita Brewing Company       Abita Springs
## 1017 New Orleans Lager & Ale Brewing ...         New Orleans
## 1018            Tin Roof Brewing Company         Baton Rouge
## 1019            Tin Roof Brewing Company         Baton Rouge
## 1020               Abita Brewing Company       Abita Springs
## 1021               Abita Brewing Company       Abita Springs
## 1022            Tin Roof Brewing Company         Baton Rouge
## 1023 New Orleans Lager & Ale Brewing ...         New Orleans
## 1024            Tin Roof Brewing Company         Baton Rouge
## 1025                 Covington Brewhouse           Covington
## 1026            Tin Roof Brewing Company         Baton Rouge
## 1035                     Big Elm Brewing           Sheffield
## 1050           Cambridge Brewing Company           Cambridge
## 1052                 Boston Beer Company              Boston
## 1057               Notch Brewing Company             Ipswich
## 1058                       Cisco Brewers           Nantucket
## 1059           Berkshire Brewing Company     South Deerfield
## 1060                 Northampton Brewery         Northamtpon
## 1061                  Beer Works Brewery              Lowell
## 1062                     Harpoon Brewery              Boston
## 1063                     Big Elm Brewing           Sheffield
## 1064           Wachusett Brewing Company         Westminster
## 1065     Westfield River Brewing Company           Westfield
## 1066            Cape Ann Brewing Company          Gloucester
## 1067                 Boston Beer Company              Boston
## 1068            Cape Ann Brewing Company          Gloucester
## 1069           Wachusett Brewing Company         Westminster
## 1070         Newburyport Brewing Company         Newburyport
## 1071                 Boston Beer Company              Boston
## 1072                  Blue Hills Brewery              Canton
## 1073            Jack's Abby Craft Lagers          Framingham
## 1074                Downeast Cider House          Leominster
## 1075            Cape Ann Brewing Company          Gloucester
## 1076            Jack's Abby Craft Lagers          Framingham
## 1077                     Harpoon Brewery              Boston
## 1078                 Banner Beer Company        Williamsburg
## 1079                 Banner Beer Company        Williamsburg
## 1080                     Harpoon Brewery              Boston
## 1081                       Cisco Brewers           Nantucket
## 1082                 Boston Beer Company              Boston
## 1083                  Beer Works Brewery              Lowell
## 1084                     Harpoon Brewery              Boston
## 1085                  Beer Works Brewery              Lowell
## 1086                    Wormtown Brewery           Worcester
## 1087                     Harpoon Brewery              Boston
## 1088                       Cisco Brewers           Nantucket
## 1089                     Harpoon Brewery              Boston
## 1090            Cape Ann Brewing Company          Gloucester
## 1091           Wachusett Brewing Company         Westminster
## 1092                  Blackrocks Brewery           Marquette
## 1093           Wachusett Brewing Company         Westminster
## 1094                  Beer Works Brewery              Lowell
## 1095                       Cisco Brewers           Nantucket
## 1096                       Cisco Brewers           Nantucket
## 1097           Wachusett Brewing Company         Westminster
## 1098           Wachusett Brewing Company         Westminster
## 1099                     Harpoon Brewery              Boston
## 1100           Wachusett Brewing Company         Westminster
## 1101     Westfield River Brewing Company           Westfield
## 1102           Wachusett Brewing Company         Westminster
## 1103           Wachusett Brewing Company         Westminster
## 1104             Sherwood Forest Brewers         Marlborough
## 1105                 Ipswich Ale Brewery             Ipswich
## 1106                       Cisco Brewers           Nantucket
## 1107                       Cisco Brewers           Nantucket
## 1108           Wachusett Brewing Company         Westminster
## 1115                 Union Craft Brewing           Baltimore
## 1118 Red Shedman Farm Brewery and Hop...            Mt. Airy
## 1120                 Union Craft Brewing           Baltimore
## 1121           Stillwater Artisanal Ales           Baltimore
## 1122 Red Shedman Farm Brewery and Hop...            Mt. Airy
## 1123           Stillwater Artisanal Ales           Baltimore
## 1124                     Heavy Seas Beer          Halethorpe
## 1125                    The Brewer's Art           Baltimore
## 1126                 Union Craft Brewing           Baltimore
## 1127                 Union Craft Brewing           Baltimore
## 1128                     Heavy Seas Beer          Halethorpe
## 1129           Jailbreak Brewing Company              Laurel
## 1138            Shipyard Brewing Company            Portland
## 1141         Rising Tide Brewing Company            Portland
## 1142        Peak Organic Brewing Company            Portland
## 1150             Sea Dog Brewing Company            Portland
## 1151      Marshall Wharf Brewing Company             Belfast
## 1152      Marshall Wharf Brewing Company             Belfast
## 1153          D.L. Geary Brewing Company            Portland
## 1154        Peak Organic Brewing Company            Portland
## 1155      Marshall Wharf Brewing Company             Belfast
## 1156              Baxter Brewing Company            Lewiston
## 1158                      Brewery Vivant        Grand Rapids
## 1174                      Brewery Vivant        Grand Rapids
## 1196              Perrin Brewing Company       Comstock Park
## 1203                  Blackrocks Brewery           Marquette
## 1209                    Big Lake Brewing             Holland
## 1213                      Brewery Vivant        Grand Rapids
## 1216            Founders Brewing Company        Grand Rapids
## 1220                     Atwater Brewery             Detroit
## 1225     Rochester Mills Brewing Company           Rochester
## 1229     Wolverine State Brewing Company           Ann Arbor
## 1236           Cheboygan Brewing Company           Cheboygan
## 1239                      Brewery Vivant        Grand Rapids
## 1246        Griffin Claw Brewing Company          Birmingham
## 1266                      Brewery Vivant        Grand Rapids
## 1273                  Vander Mill Ciders         Spring Lake
## 1276         Latitude 42 Brewing Company             Portage
## 1281                      Brewery Vivant        Grand Rapids
## 1282                  Blackrocks Brewery           Marquette
## 1283        Griffin Claw Brewing Company          Birmingham
## 1285                      Brewery Vivant        Grand Rapids
## 1286        Griffin Claw Brewing Company          Birmingham
## 1287                      Brewery Vivant        Grand Rapids
## 1288                      Brewery Vivant        Grand Rapids
## 1289                      Brewery Vivant        Grand Rapids
## 1290                    Petoskey Brewing            Petoskey
## 1291                      Bell's Brewery           Kalamazoo
## 1292                      Brewery Vivant        Grand Rapids
## 1293                      Brewery Vivant        Grand Rapids
## 1294        Griffin Claw Brewing Company          Birmingham
## 1295                      Brewery Vivant        Grand Rapids
## 1296                    Meckley's Cidery     Somerset Center
## 1297                  Blackrocks Brewery           Marquette
## 1298     Rochester Mills Brewing Company           Rochester
## 1299                    Meckley's Cidery     Somerset Center
## 1300         Witch's Hat Brewing Company          South Lyon
## 1301                      Brewery Vivant        Grand Rapids
## 1302                      Brewery Vivant        Grand Rapids
## 1303     Uncle John's Fruit House Winery          St. John's
## 1304                      Brewery Vivant        Grand Rapids
## 1305                      Brewery Vivant        Grand Rapids
## 1306                      Brewery Vivant        Grand Rapids
## 1307        Griffin Claw Brewing Company          Birmingham
## 1308                      Brewery Vivant        Grand Rapids
## 1309                      Brewery Vivant        Grand Rapids
## 1310                      Brewery Vivant        Grand Rapids
## 1311             The Right Brain Brewery       Traverse City
## 1312         Latitude 42 Brewing Company             Portage
## 1313         Witch's Hat Brewing Company          South Lyon
## 1314     Rochester Mills Brewing Company           Rochester
## 1315           Saugatuck Brewing Company             Douglas
## 1316             The Right Brain Brewery       Traverse City
## 1317         Latitude 42 Brewing Company             Portage
## 1318                      Bell's Brewery           Kalamazoo
## 1325              Indeed Brewing Company         Minneapolis
## 1327         Bent Paddle Brewing Company              Duluth
## 1328               Surly Brewing Company     Brooklyn Center
## 1329                  NorthGate Brewing          Minneapolis
## 1330                  NorthGate Brewing          Minneapolis
## 1331                   Bauhaus Brew Labs         Minneapolis
## 1332         Lift Bridge Brewing Company          Stillwater
## 1333               Surly Brewing Company     Brooklyn Center
## 1334                  NorthGate Brewing          Minneapolis
## 1335              Third Street Brewhouse         Cold Spring
## 1336              Indeed Brewing Company         Minneapolis
## 1337              Summit Brewing Company            St. Paul
## 1338              Indeed Brewing Company         Minneapolis
## 1339               Surly Brewing Company     Brooklyn Center
## 1340               Surly Brewing Company     Brooklyn Center
## 1341              Third Street Brewhouse         Cold Spring
## 1342              Summit Brewing Company            St. Paul
## 1343               Surly Brewing Company     Brooklyn Center
## 1344                    Big Wood Brewery     Vadnais Heights
## 1345                   Bauhaus Brew Labs         Minneapolis
## 1346                    Big Wood Brewery     Vadnais Heights
## 1347                  NorthGate Brewing          Minneapolis
## 1348              Summit Brewing Company             St Paul
## 1349                    Big Wood Brewery     Vadnais Heights
## 1350                   Bent Brewstillery           Roseville
## 1351                  NorthGate Brewing          Minneapolis
## 1352                   Bauhaus Brew Labs         Minneapolis
## 1353                   Bent Brewstillery           Roseville
## 1354         Bent Paddle Brewing Company              Duluth
## 1355               Surly Brewing Company     Brooklyn Center
## 1356                    Big Wood Brewery     Vadnais Heights
## 1357                    Big Wood Brewery     Vadnais Heights
## 1358               Surly Brewing Company     Brooklyn Center
## 1359                  Tonka Beer Company          Minnetonka
## 1360                  Tonka Beer Company          Minnetonka
## 1361         Bent Paddle Brewing Company              Duluth
## 1362         Bent Paddle Brewing Company              Duluth
## 1363               Surly Brewing Company     Brooklyn Center
## 1364               Surly Brewing Company     Brooklyn Center
## 1365               Surly Brewing Company     Brooklyn Center
## 1366         Bent Paddle Brewing Company              Duluth
## 1367                   Bauhaus Brew Labs         Minneapolis
## 1368                  NorthGate Brewing          Minneapolis
## 1369              Summit Brewing Company            St. Paul
## 1370              Third Street Brewhouse         Cold Spring
## 1371                   Bent Brewstillery           Roseville
## 1372              Third Street Brewhouse         Cold Spring
## 1373         Bent Paddle Brewing Company              Duluth
## 1378            Schlafly Brewing Company         Saint Louis
## 1382              Weston Brewing Company              Weston
## 1387            Schlafly Brewing Company         Saint Louis
## 1388    Kirkwood Station Brewing Company            Kirkwood
## 1389         Piney River Brewing Company             Bucryus
## 1390         Piney River Brewing Company             Bucryus
## 1391         Piney River Brewing Company             Bucryus
## 1392               Morgan Street Brewery         Saint Louis
## 1393         Piney River Brewing Company             Bucryus
## 1394               Morgan Street Brewery         Saint Louis
## 1395                    Mother's Brewing         Springfield
## 1396         Piney River Brewing Company             Bucryus
## 1397             4 Hands Brewing Company         Saint Louis
## 1398              Weston Brewing Company              Weston
## 1399         Piney River Brewing Company             Bucryus
## 1400              Weston Brewing Company              Weston
## 1401            Schlafly Brewing Company         Saint Louis
## 1402         Piney River Brewing Company             Bucryus
## 1403                    Mother's Brewing         Springfield
## 1404             4 Hands Brewing Company         Saint Louis
## 1405               Morgan Street Brewery         Saint Louis
## 1406           Boulevard Brewing Company         Kansas City
## 1407         Piney River Brewing Company             Bucryus
## 1408            Schlafly Brewing Company         Saint Louis
## 1409              Weston Brewing Company              Weston
## 1411            Schlafly Brewing Company         Saint Louis
## 1412             4 Hands Brewing Company         Saint Louis
## 1413             4 Hands Brewing Company         Saint Louis
## 1414            Schlafly Brewing Company         Saint Louis
## 1416 Southern Prohibition Brewing Com...         Hattiesburg
## 1417 Southern Prohibition Brewing Com...         Hattiesburg
## 1418 Southern Prohibition Brewing Com...         Hattiesburg
## 1419 Southern Prohibition Brewing Com...         Hattiesburg
## 1420          Lucky Town Brewing Company             Jackson
## 1421          Lucky Town Brewing Company             Jackson
## 1422 Southern Prohibition Brewing Com...         Hattiesburg
## 1423 Southern Prohibition Brewing Com...         Hattiesburg
## 1424 Southern Prohibition Brewing Com...         Hattiesburg
## 1425 Southern Prohibition Brewing Com...         Hattiesburg
## 1426 Southern Prohibition Brewing Com...         Hattiesburg
## 1427             Bozeman Brewing Company             Bozeman
## 1429     Lewis and Clark Brewing Company              Helena
## 1432             Bozeman Brewing Company             Bozeman
## 1434             Bozeman Brewing Company             Bozeman
## 1438            Wildwood Brewing Company        Stevensville
## 1443            Tamarack Brewing Company            Lakeside
## 1444        Kettle House Brewing Company            Missoula
## 1445     Lewis and Clark Brewing Company              Helena
## 1446             Bozeman Brewing Company             Bozeman
## 1447            Wildwood Brewing Company        Stevensville
## 1448             Big Sky Brewing Company            Missoula
## 1449             Big Sky Brewing Company            Missoula
## 1450        Kettle House Brewing Company            Missoula
## 1451                 Bitter Root Brewing            Hamilton
## 1452            Tamarack Brewing Company            Lakeside
## 1454             Big Sky Brewing Company            Missoula
## 1455             Bozeman Brewing Company             Bozeman
## 1456     Lewis and Clark Brewing Company              Helena
## 1457             Big Sky Brewing Company            Missoula
## 1458        Kettle House Brewing Company            Missoula
## 1459      Great Northern Brewing Company           Whitefish
## 1460      Great Northern Brewing Company           Whitefish
## 1461                 Bitter Root Brewing            Hamilton
## 1462     Lewis and Clark Brewing Company              Helena
## 1463        Kettle House Brewing Company            Missoula
## 1464             Big Sky Brewing Company            Missoula
## 1465                 Bitter Root Brewing            Hamilton
## 1466     Lewis and Clark Brewing Company              Helena
## 1468            Carolina Beer & Beverage         Mooresville
## 1472             Aviator Brewing Company       Fuquay-Varina
## 1476 Oskar Blues Brewery (North Carol...             Brevard
## 1480              Pisgah Brewing Company      Black Mountain
## 1482             Aviator Brewing Company       Fuquay-Varina
## 1490              Howard Brewing Company              Lenoir
## 1494        Appalachian Mountain Brewery               Boone
## 1497              Howard Brewing Company              Lenoir
## 1498 Oskar Blues Brewery (North Carol...             Brevard
## 1499             Aviator Brewing Company       Fuquay-Varina
## 1500        Appalachian Mountain Brewery               Boone
## 1501           Lonerider Brewing Company             Raleigh
## 1502             Aviator Brewing Company       Fuquay-Varina
## 1503        Mother Earth Brewing Company             Kinston
## 1504                    Carolina Brewery           Pittsboro
## 1505        Appalachian Mountain Brewery               Boone
## 1506                NoDa Brewing Company           Charlotte
## 1507           Lonerider Brewing Company             Raleigh
## 1508             Catawba Brewing Company           Morganton
## 1509             Catawba Brewing Company           Morganton
## 1510                    Carolina Brewery           Pittsboro
## 1511           Lonerider Brewing Company             Raleigh
## 1512                French Broad Brewery           Asheville
## 1513            Triangle Brewing Company              Durham
## 1514                NoDa Brewing Company           Charlotte
## 1515            Carolina Beer & Beverage         Mooresville
## 1516                    Carolina Brewery           Pittsboro
## 1517           Asheville Brewing Company           Asheville
## 1518                French Broad Brewery           Asheville
## 1519            Birdsong Brewing Company           Charlotte
## 1520             Catawba Brewing Company           Morganton
## 1521        Mother Earth Brewing Company             Kinston
## 1522             Aviator Brewing Company       Fuquay-Varina
## 1523             Catawba Brewing Company           Morganton
## 1524             Catawba Brewing Company           Morganton
## 1525            Triangle Brewing Company              Durham
## 1526               Fargo Brewing Company               Fargo
## 1527               Fargo Brewing Company               Fargo
## 1528               Fargo Brewing Company               Fargo
## 1532          Blue Blood Brewing Company             Lincoln
## 1540                Modern Monks Brewery             Lincoln
## 1544            Nebraska Brewing Company           Papillion
## 1545          Blue Blood Brewing Company             Lincoln
## 1547            Nebraska Brewing Company           Papillion
## 1548          Blue Blood Brewing Company             Lincoln
## 1549          Blue Blood Brewing Company             Lincoln
## 1550            Nebraska Brewing Company           Papillion
## 1551          Blue Blood Brewing Company             Lincoln
## 1552          Blue Blood Brewing Company             Lincoln
## 1553          Blue Blood Brewing Company             Lincoln
## 1556 Moat Mountain Smoke House & Brew...        North Conway
## 1560                 White Birch Brewing            Hooksett
## 1561                 White Birch Brewing            Hooksett
## 1562                Bolero Snort Brewery     Ridgefield Park
## 1563              Carton Brewing Company  Atlantic Highlands
## 1564              Carton Brewing Company  Atlantic Highlands
## 1565                 Forgotten Boardwalk         Cherry Hill
## 1566              Carton Brewing Company  Atlantic Highlands
## 1567                 Forgotten Boardwalk         Cherry Hill
## 1568              Carton Brewing Company  Atlantic Highlands
## 1569                Bolero Snort Brewery     Ridgefield Park
## 1570                      Marble Brewery         Albuquerque
## 1572                      Marble Brewery         Albuquerque
## 1575            Santa Fe Brewing Company            Santa Fe
## 1577            Santa Fe Brewing Company            Santa Fe
## 1578            Santa Fe Brewing Company            Santa Fe
## 1579             Tractor Brewing Company         Albuquerque
## 1580             Tractor Brewing Company         Albuquerque
## 1581           La Cumbre Brewing Company         Albuquerque
## 1582             Tractor Brewing Company         Albuquerque
## 1583           La Cumbre Brewing Company         Albuquerque
## 1587            Buckbean Brewing Company                Reno
## 1589            Buckbean Brewing Company                Reno
## 1590            Buckbean Brewing Company                Reno
## 1591            Buckbean Brewing Company                Reno
## 1592        Joseph James Brewing Company           Henderson
## 1593        Joseph James Brewing Company           Henderson
## 1594        Joseph James Brewing Company           Henderson
## 1600                 Sixpoint Craft Ales            Brooklyn
## 1621           Southampton Publick House         Southampton
## 1623                  KelSo Beer Company            Brooklyn
## 1624          Blue Point Brewing Company           Patchogue
## 1625                Matt Brewing Company               Utica
## 1626             Upstate Brewing Company              Elmira
## 1627                    Brooklyn Brewery            Brooklyn
## 1628                 Sixpoint Craft Ales            Brooklyn
## 1629                   The Bronx Brewery               Bronx
## 1630                 Sixpoint Craft Ales            Brooklyn
## 1631                   Evil Twin Brewing            Brooklyn
## 1632                 Sixpoint Craft Ales            Brooklyn
## 1633                 Sixpoint Craft Ales            Brooklyn
## 1634                 Sixpoint Craft Ales            Brooklyn
## 1635                Matt Brewing Company               Utica
## 1636             Upstate Brewing Company              Elmira
## 1637                     Chatham Brewing             Chatham
## 1638                 Sixpoint Craft Ales            Brooklyn
## 1639              Dundee Brewing Company           Rochester
## 1640                 Sixpoint Craft Ales            Brooklyn
## 1641                    Brooklyn Brewery            Brooklyn
## 1642                   The Bronx Brewery               Bronx
## 1643                   Evil Twin Brewing            Brooklyn
## 1644                 Sixpoint Craft Ales            Brooklyn
## 1645                 Sixpoint Craft Ales            Brooklyn
## 1646                 Sixpoint Craft Ales            Brooklyn
## 1647                Matt Brewing Company               Utica
## 1648             Montauk Brewing Company             Montauk
## 1649                  KelSo Beer Company            Brooklyn
## 1650                Matt Brewing Company               Utica
## 1651                 Sixpoint Craft Ales            Brooklyn
## 1652                Matt Brewing Company               Utica
## 1653                  KelSo Beer Company            Brooklyn
## 1654             Montauk Brewing Company             Montauk
## 1655                Matt Brewing Company               Utica
## 1656                   Evil Twin Brewing            Brooklyn
## 1657                    Brooklyn Brewery            Brooklyn
## 1658                 Sixpoint Craft Ales            Brooklyn
## 1659                    Brooklyn Brewery            Brooklyn
## 1661                Matt Brewing Company               Utica
## 1662                 Sixpoint Craft Ales            Brooklyn
## 1663                 Sixpoint Craft Ales            Brooklyn
## 1664                    Brooklyn Brewery            Brooklyn
## 1665                 Sixpoint Craft Ales            Brooklyn
## 1666                     Chatham Brewing             Chatham
## 1667                 Sixpoint Craft Ales            Brooklyn
## 1668                 Sixpoint Craft Ales            Brooklyn
## 1675             Madtree Brewing Company          Cincinnati
## 1680            Jackie O's Pub & Brewery              Athens
## 1683              Catawba Island Brewing        Port Clinton
## 1686             Madtree Brewing Company          Cincinnati
## 1687             Madtree Brewing Company          Cincinnati
## 1688         Seventh Son Brewing Company            Columbus
## 1689            Elevator Brewing Company            Columbus
## 1690             Madtree Brewing Company          Cincinnati
## 1691         Four String Brewing Company            Columbus
## 1692                  Fat Head's Brewery  Middleburg Heights
## 1693                  Fat Head's Brewery  Middleburg Heights
## 1694             Madtree Brewing Company          Cincinnati
## 1695                  Rhinegeist Brewery          Cincinnati
## 1696           Rivertown Brewing Company            Lockland
## 1697         Angry Orchard Cider Company          Cincinnati
## 1698             Madtree Brewing Company          Cincinnati
## 1699                  Rhinegeist Brewery          Cincinnati
## 1700         Seventh Son Brewing Company            Columbus
## 1701             Madtree Brewing Company          Cincinnati
## 1702                     Buckeye Brewing           Cleveland
## 1703                  Rhinegeist Brewery          Cincinnati
## 1704             Madtree Brewing Company          Cincinnati
## 1705           Rivertown Brewing Company            Lockland
## 1706         Warped Wing Brewing Company              Dayton
## 1707         Warped Wing Brewing Company              Dayton
## 1708               Platform Beer Company           Cleveland
## 1709         Seventh Son Brewing Company            Columbus
## 1710             Madtree Brewing Company          Cincinnati
## 1711                  Rhinegeist Brewery          Cincinnati
## 1712  Christian Moerlein Brewing Company          Cincinnati
## 1713                    Portside Brewery           Cleveland
## 1714         Warped Wing Brewing Company              Dayton
## 1715            Jackie O's Pub & Brewery              Athens
## 1716         Angry Orchard Cider Company          Cincinnati
## 1717         Warped Wing Brewing Company              Dayton
## 1719                      COOP Ale Works       Oklahoma City
## 1723              Anthem Brewing Company       Oklahoma City
## 1726        Dead Armadillo Craft Brewing               Tulsa
## 1727             Mustang Brewing Company             Mustang
## 1728              Anthem Brewing Company       Oklahoma City
## 1729                      COOP Ale Works       Oklahoma City
## 1730             Mustang Brewing Company             Mustang
## 1731              Anthem Brewing Company       Oklahoma City
## 1732             Mustang Brewing Company             Mustang
## 1733           RoughTail Brewing Company        Midwest City
## 1734           RoughTail Brewing Company        Midwest City
## 1735           RoughTail Brewing Company        Midwest City
## 1736                      COOP Ale Works       Oklahoma City
## 1737           10 Barrel Brewing Company                Bend
## 1746             Caldera Brewing Company             Ashland
## 1751            Fearless Brewing Company            Estacada
## 1753                  2 Towns Ciderhouse           Corvallis
## 1759               Base Camp Brewing Co.            Portland
## 1763             Astoria Brewing Company             Astoria
## 1775              Hopworks Urban Brewery            Portland
## 1776              Hopworks Urban Brewery            Portland
## 1777              Hopworks Urban Brewery            Portland
## 1778              Red Tank Cider Company                Bend
## 1779                Burnside Brewing Co.            Portland
## 1780     Southern Oregon Brewing Company             Medford
## 1781            Fearless Brewing Company            Estacada
## 1782            Fearless Brewing Company            Estacada
## 1783                 Fort George Brewery             Astoria
## 1784              Hopworks Urban Brewery            Portland
## 1785              Hopworks Urban Brewery            Portland
## 1786          Occidental Brewing Company            Portland
## 1787          Occidental Brewing Company            Portland
## 1788              Worthy Brewing Company                Bend
## 1789     Widmer Brothers Brewing Company            Portland
## 1790            Fearless Brewing Company            Estacada
## 1791              Worthy Brewing Company                Bend
## 1792            Fearless Brewing Company            Estacada
## 1793            Fearless Brewing Company            Estacada
## 1794              Hopworks Urban Brewery            Portland
## 1795              Hopworks Urban Brewery            Portland
## 1796              Hopworks Urban Brewery            Portland
## 1797           Good Life Brewing Company                Bend
## 1798                      Natian Brewery            Portland
## 1799              Hopworks Urban Brewery            Portland
## 1800              Hopworks Urban Brewery            Portland
## 1801          Occidental Brewing Company            Portland
## 1802                       Blue Dog Mead              Eugene
## 1803                       Blue Dog Mead              Eugene
## 1804          Cascadia Ciderworks United            Portland
## 1805          Cascadia Ciderworks United            Portland
## 1806              Hopworks Urban Brewery            Portland
## 1807              Hopworks Urban Brewery            Portland
## 1808                 Fort George Brewery             Astoria
## 1809                 Fort George Brewery             Astoria
## 1810           Good Life Brewing Company                Bend
## 1811                      Natian Brewery            Portland
## 1812                 Fort George Brewery             Astoria
## 1813                 Fort George Brewery             Astoria
## 1814              Hopworks Urban Brewery            Portland
## 1815                 Fort George Brewery             Astoria
## 1816              Worthy Brewing Company                Bend
## 1817              Worthy Brewing Company                Bend
## 1818     Widmer Brothers Brewing Company            Portland
## 1819              Hopworks Urban Brewery            Portland
## 1820                 Fort George Brewery             Astoria
## 1821             Caldera Brewing Company             Ashland
## 1822        MacTarnahans Brewing Company            Portland
## 1823          Hop Valley Brewing Company         Springfield
## 1824          Hop Valley Brewing Company         Springfield
## 1825                Three Creeks Brewing             Sisters
## 1826                Three Creeks Brewing             Sisters
## 1827                 Fort George Brewery             Astoria
## 1828              Worthy Brewing Company                Bend
## 1829                 Fort George Brewery             Astoria
## 1830                 Fort George Brewery             Astoria
## 1831                 Fort George Brewery             Astoria
## 1832                    Oakshire Brewing              Eugene
## 1833             Caldera Brewing Company             Ashland
## 1834                    Oakshire Brewing              Eugene
## 1835                    Oakshire Brewing              Eugene
## 1836                Three Creeks Brewing             Sisters
## 1837              Hopworks Urban Brewery            Portland
## 1838                      Natian Brewery            Portland
## 1839                      Natian Brewery            Portland
## 1840          Hop Valley Brewing Company         Springfield
## 1841                      Natian Brewery            Portland
## 1842              Hopworks Urban Brewery            Portland
## 1843          Hop Valley Brewing Company         Springfield
## 1844        MacTarnahans Brewing Company            Portland
## 1845           Coalition Brewing Company            Portland
## 1846     Widmer Brothers Brewing Company            Portland
## 1847                          Rogue Ales             Newport
## 1848                      Natian Brewery            Portland
## 1849          Hop Valley Brewing Company         Springfield
## 1850          Hop Valley Brewing Company         Springfield
## 1851                    Oakshire Brewing              Eugene
## 1852                Goodlife Brewing Co.                Bend
## 1853              Hopworks Urban Brewery            Portland
## 1854              Hopworks Urban Brewery            Portland
## 1855             Caldera Brewing Company             Ashland
## 1856          Hop Valley Brewing Company         Springfield
## 1857              Hopworks Urban Brewery            Portland
## 1858           Coalition Brewing Company            Portland
## 1859                   Deschutes Brewery                Bend
## 1860             Caldera Brewing Company             Ashland
## 1861              Hopworks Urban Brewery            Portland
## 1875                      Straub Brewery           St Mary's
## 1891                      Straub Brewery           St Mary's
## 1913             Sly Fox Brewing Company           Pottstown
## 1915            Hop Farm Brewing Company          Pittsburgh
## 1916        Spring House Brewing Company           Conestoga
## 1917             Sly Fox Brewing Company           Pottstown
## 1918 Jack's Hard Cider (Hauser Estate...         Biglerville
## 1919                  Round Guys Brewing            Lansdale
## 1920             Sly Fox Brewing Company        Phoenixville
## 1921              Lavery Brewing Company                Erie
## 1922             Sly Fox Brewing Company           Pottstown
## 1923                           Mikkeller           Pottstown
## 1924             Sly Fox Brewing Company           Pottstown
## 1925              Boxcar Brewing Company        West Chester
## 1926          Rivertowne Brewing Company              Export
## 1927           Old Forge Brewing Company            Danville
## 1928             Sly Fox Brewing Company           Pottstown
## 1929           Lancaster Brewing Company           Lancaster
## 1930                  Round Guys Brewing            Lansdale
## 1931          Rivertowne Brewing Company              Export
## 1932             Sly Fox Brewing Company           Pottstown
## 1933                      Voodoo Brewery           Meadville
## 1934               Vault Brewing Company             Yardley
## 1935          Rivertowne Brewing Company              Export
## 1936              Boxcar Brewing Company        West Chester
## 1937              Tröegs Brewing Company             Hershey
## 1938             Sly Fox Brewing Company           Pottstown
## 1940            Hop Farm Brewing Company          Pittsburgh
## 1941            Manayunk Brewing Company        Philadelphia
## 1942            Manayunk Brewing Company        Philadelphia
## 1943     Neshaminy Creek Brewing Company             Croydon
## 1944            Manayunk Brewing Company        Philadelphia
## 1945 Jack's Hard Cider (Hauser Estate...         Biglerville
## 1946           Old Forge Brewing Company            Danville
## 1947           Old Forge Brewing Company            Danville
## 1948                 Liquid Hero Brewery                York
## 1949           Old Forge Brewing Company            Danville
## 1951              Lavery Brewing Company                Erie
## 1952                           Mikkeller           Pottstown
## 1953           Old Forge Brewing Company            Danville
## 1954          Rivertowne Brewing Company              Export
## 1955          Rivertowne Brewing Company              Export
## 1956              Tröegs Brewing Company             Hershey
## 1957     Neshaminy Creek Brewing Company             Croydon
## 1958           Old Forge Brewing Company            Danville
## 1959             Sly Fox Brewing Company           Pottstown
## 1960        Swashbuckler Brewing Company             Manheim
## 1969     Coastal Extreme Brewing Company             Newport
## 1970   Grey Sail Brewing of Rhode Island            Westerly
## 1971        Narragansett Brewing Company          Providence
## 1972   Grey Sail Brewing of Rhode Island            Westerly
## 1973        Narragansett Brewing Company          Providence
## 1974        Narragansett Brewing Company          Providence
## 1975        Narragansett Brewing Company          Providence
## 1976     Coastal Extreme Brewing Company             Newport
## 1977        Narragansett Brewing Company          Providence
## 1978        Narragansett Brewing Company          Providence
## 1979     Coastal Extreme Brewing Company             Newport
## 1980           Foolproof Brewing Company           Pawtucket
## 1981   Grey Sail Brewing of Rhode Island            Westerly
## 1982   Grey Sail Brewing of Rhode Island            Westerly
## 1983        Narragansett Brewing Company          Providence
## 1984           Grey Sail Brewing Company            Westerly
## 1985        Narragansett Brewing Company          Providence
## 1986        Narragansett Brewing Company          Providence
## 1987           Foolproof Brewing Company           Pawtucket
## 1988   Grey Sail Brewing of Rhode Island            Westerly
## 1991           Westbrook Brewing Company        Mt. Pleasant
## 1993           Westbrook Brewing Company        Mt. Pleasant
## 1995           New South Brewing Company        Myrtle Beach
## 1998               COAST Brewing Company          Charleston
## 1999               Quest Brewing Company          Greenville
## 2000           New South Brewing Company        Myrtle Beach
## 2001               COAST Brewing Company          Charleston
## 2002               Quest Brewing Company          Greenville
## 2005           Crow Peak Brewing Company           Spearfish
## 2006           Crow Peak Brewing Company           Spearfish
## 2008           Crow Peak Brewing Company           Spearfish
## 2011           Jackalope Brewing Company           Nashville
## 2012            Wiseacre Brewing Company             Memphis
## 2013            Wiseacre Brewing Company             Memphis
## 2014            Wiseacre Brewing Company             Memphis
## 2015           Big River Brewing Company         Chattanooga
## 2019           Twisted X Brewing Company    Dripping Springs
## 2021                 Cedar Creek Brewery        Seven Points
## 2027            Freetail Brewing Company         San Antonio
## 2057           Twisted X Brewing Company    Dripping Springs
## 2058 Uncle Billy's Brewery and Smokeh...              Austin
## 2059             Karbach Brewing Company             Houston
## 2060       Buffalo Bayou Brewing Company             Houston
## 2061         Oasis Texas Brewing Company              Austin
## 2062                South Austin Brewery        South Austin
## 2063            Real Ale Brewing Company              Blanco
## 2064                  Texian Brewing Co.            Richmond
## 2065        Martin House Brewing Company          Fort Worth
## 2066            Big Bend Brewing Company              Alpine
## 2067                Hops & Grain Brewery              Austin
## 2068             Karbach Brewing Company             Houston
## 2069          Deep Ellum Brewing Company              Dallas
## 2070                  Texian Brewing Co.            Richmond
## 2071        Four Corners Brewing Company              Dallas
## 2073          Deep Ellum Brewing Company              Dallas
## 2074        Martin House Brewing Company          Fort Worth
## 2075         Oasis Texas Brewing Company              Austin
## 2076       Southern Star Brewing Company              Conroe
## 2078            Freetail Brewing Company         San Antonio
## 2079        Four Corners Brewing Company              Dallas
## 2080                    Austin Beerworks              Austin
## 2081            Real Ale Brewing Company              Blanco
## 2082       Southern Star Brewing Company              Conroe
## 2083         Oasis Texas Brewing Company              Austin
## 2085       Southern Star Brewing Company              Conroe
## 2086         Oasis Texas Brewing Company              Austin
## 2087                 Cedar Creek Brewery        Seven Points
## 2088                 Cedar Creek Brewery        Seven Points
## 2089       Buffalo Bayou Brewing Company             Houston
## 2090            Freetail Brewing Company         San Antonio
## 2091            Big Bend Brewing Company              Alpine
## 2092       Southern Star Brewing Company              Conroe
## 2093            Freetail Brewing Company         San Antonio
## 2094           Twisted X Brewing Company    Dripping Springs
## 2095                 Cedar Creek Brewery        Seven Points
## 2096          Deep Ellum Brewing Company              Dallas
## 2098          Deep Ellum Brewing Company              Dallas
## 2099        Martin House Brewing Company          Fort Worth
## 2100              Pete's Brewing Company         San Antonio
## 2101            Real Ale Brewing Company              Blanco
## 2102            Freetail Brewing Company         San Antonio
## 2103        Martin House Brewing Company          Fort Worth
## 2104            Freetail Brewing Company         San Antonio
## 2105            Freetail Brewing Company         San Antonio
## 2106              Pete's Brewing Company         San Antonio
## 2107                    Austin Beerworks              Austin
## 2108            Real Ale Brewing Company              Blanco
## 2109                South Austin Brewery        South Austin
## 2110        Martin House Brewing Company          Fort Worth
## 2112                South Austin Brewery        South Austin
## 2113        Martin House Brewing Company          Fort Worth
## 2114        Martin House Brewing Company          Fort Worth
## 2115       Southern Star Brewing Company              Conroe
## 2116       Southern Star Brewing Company              Conroe
## 2117                Hops & Grain Brewery              Austin
## 2118        Martin House Brewing Company          Fort Worth
## 2119            Freetail Brewing Company         San Antonio
## 2120            Real Ale Brewing Company              Blanco
## 2121                    Austin Beerworks              Austin
## 2122       Southern Star Brewing Company              Conroe
## 2123       Southern Star Brewing Company              Conroe
## 2124          Deep Ellum Brewing Company              Dallas
## 2125       Southern Star Brewing Company              Conroe
## 2126                    Austin Beerworks              Austin
## 2127            Real Ale Brewing Company              Blanco
## 2128            Real Ale Brewing Company              Blanco
## 2129                Hops & Grain Brewery              Austin
## 2130         Rahr & Sons Brewing Company          Fort Worth
## 2131       Hops & Grains Brewing Company              Austin
## 2132          Deep Ellum Brewing Company              Dallas
## 2133         Rahr & Sons Brewing Company          Fort Worth
## 2134        Independence Brewing Company              Austin
## 2135            Infamous Brewing Company              Austin
## 2136                Hops & Grain Brewery              Austin
## 2137        New Republic Brewing Company     College Station
## 2138        New Republic Brewing Company     College Station
## 2139       Southern Star Brewing Company              Conroe
## 2140        Independence Brewing Company              Austin
## 2141       Southern Star Brewing Company              Conroe
## 2142       Southern Star Brewing Company              Conroe
## 2143            Infamous Brewing Company              Austin
## 2144        Independence Brewing Company              Austin
## 2145       Southern Star Brewing Company              Conroe
## 2151               Uinta Brewing Company      Salt Lake City
## 2152            Utah Brewers Cooperative      Salt Lake City
## 2154               Uinta Brewing Company      Salt Lake City
## 2155                        Moab Brewery                Moab
## 2158               Uinta Brewing Company      Salt Lake City
## 2159               Uinta Brewing Company      Salt Lake City
## 2161            Utah Brewers Cooperative      Salt Lake City
## 2162            Utah Brewers Cooperative      Salt Lake City
## 2163                        Moab Brewery                Moab
## 2164                    Bohemian Brewery             Midvale
## 2165                    Bohemian Brewery             Midvale
## 2166               Uinta Brewing Company      Salt Lake City
## 2167            Utah Brewers Cooperative      Salt Lake City
## 2168               Uinta Brewing Company      Salt Lake City
## 2169                        Moab Brewery                Moab
## 2170                    Bohemian Brewery             Midvale
## 2171               Uinta Brewing Company      Salt Lake City
## 2172          Smartmouth Brewing Company             Norfolk
## 2173       Three Notch'd Brewing Company     Charlottesville
## 2176          Smartmouth Brewing Company             Norfolk
## 2177            Champion Brewing Company     Charlottesville
## 2178    Devil's Backbone Brewing Company           Lexington
## 2179       Three Notch'd Brewing Company     Charlottesville
## 2180            Champion Brewing Company     Charlottesville
## 2181 Center of the Universe Brewing C...             Ashland
## 2182           Wild Wolf Brewing Company          Nellysford
## 2183            Champion Brewing Company     Charlottesville
## 2184           Wild Wolf Brewing Company          Nellysford
## 2185               Blue Mountain Brewery               Afton
## 2186    Devil's Backbone Brewing Company           Lexington
## 2187               Blue Mountain Brewery               Afton
## 2188        Hardywood Park Craft Brewery            Richmond
## 2189            Champion Brewing Company     Charlottesville
## 2190          Lost Rhino Brewing Company             Ashburn
## 2191               Blue Mountain Brewery               Afton
## 2192               Beach Brewing Company      Virginia Beach
## 2193                  Starr Hill Brewery              Crozet
## 2194          Lost Rhino Brewing Company             Ashburn
## 2195         Sunken City Brewing Company               Hardy
## 2196          Smartmouth Brewing Company             Norfolk
## 2197                  Starr Hill Brewery              Crozet
## 2198               Blue Mountain Brewery               Afton
## 2199                  Starr Hill Brewery              Crozet
## 2200 Center of the Universe Brewing C...             Ashland
## 2201                Flying Mouse Brewery          Troutville
## 2202                  Starr Hill Brewery              Crozet
## 2203        Hardywood Park Craft Brewery            Richmond
## 2204        Hardywood Park Craft Brewery            Richmond
## 2205          Wolf Hills Brewing Company            Abingdon
## 2206                Flying Mouse Brewery          Troutville
## 2207           Wild Wolf Brewing Company          Nellysford
## 2208         Sunken City Brewing Company               Hardy
## 2209               Blue Mountain Brewery           Arrington
## 2210 Center of the Universe Brewing C...             Ashland
## 2211           Roanoke Railhouse Brewery             Roanoke
## 2216          Fiddlehead Brewing Company           Shelburne
## 2222          Long Trail Brewing Company Bridgewater Corners
## 2223                       The Alchemist           Waterbury
## 2224          Long Trail Brewing Company Bridgewater Corners
## 2225                       The Alchemist           Waterbury
## 2226                 Lost Nation Brewing      East Fairfield
## 2227          Long Trail Brewing Company Bridgewater Corners
## 2228                       The Alchemist           Waterbury
## 2229                 Otter Creek Brewing          Middlebury
## 2230                 Otter Creek Brewing           Waterbury
## 2231                Woodchuck Hard Cider          Middlebury
## 2232                       The Alchemist           Waterbury
## 2233                       The Alchemist           Waterbury
## 2234                       The Alchemist           Waterbury
## 2235          Long Trail Brewing Company Bridgewater Corners
## 2236           Magic Hat Brewing Company    South Burlington
## 2237           Magic Hat Brewing Company    South Burlington
## 2238                 Lost Nation Brewing      East Fairfield
## 2242             Fremont Brewing Company             Seattle
## 2247               Aslan Brewing Company          Bellingham
## 2264             Fremont Brewing Company             Seattle
## 2265                 Schilling & Company             Seattle
## 2266             Orlison Brewing Company      Airway Heights
## 2267           Two Beers Brewing Company             Seattle
## 2268               Seattle Cider Company             Seattle
## 2269           Two Beers Brewing Company             Seattle
## 2270             Fremont Brewing Company             Seattle
## 2271                 Everybody's Brewing        White Salmon
## 2272           Two Beers Brewing Company             Seattle
## 2273                     Hilliard's Beer             Seattle
## 2274           Two Beers Brewing Company             Seattle
## 2275                     Hilliard's Beer             Seattle
## 2276             Fremont Brewing Company             Seattle
## 2277              7 Seas Brewing Company          Gig Harbor
## 2278                     Redhook Brewery         Woodinville
## 2279              7 Seas Brewing Company          Gig Harbor
## 2280                     Redhook Brewery         Woodinville
## 2281               Seattle Cider Company             Seattle
## 2282             Fremont Brewing Company             Seattle
## 2283           Northwest Brewing Company             Pacific
## 2284        Bale Breaker Brewing Company              Yakima
## 2285             Airways Brewing Company                Kent
## 2286           Two Beers Brewing Company             Seattle
## 2287           Two Beers Brewing Company             Seattle
## 2288             Airways Brewing Company                Kent
## 2289           Two Beers Brewing Company             Seattle
## 2290                 Schilling & Company             Seattle
## 2291             Orlison Brewing Company      Airway Heights
## 2292             Amnesia Brewing Company           Washougal
## 2293           Two Beers Brewing Company             Seattle
## 2294                   Pyramid Breweries             Seattle
## 2295              7 Seas Brewing Company          Gig Harbor
## 2296             Airways Brewing Company                Kent
## 2297               Churchkey Can Company             Seattle
## 2298                     Kulshan Brewery          Bellingham
## 2299                     Hilliard's Beer             Seattle
## 2300           Two Beers Brewing Company             Seattle
## 2301                 Schilling & Company             Seattle
## 2302           Two Beers Brewing Company             Seattle
## 2303                     Hilliard's Beer             Seattle
## 2304              Dick's Brewing Company           Centralia
## 2305           Northwest Brewing Company             Pacific
## 2306        Dirty Bucket Brewing Company         Woodinville
## 2323                     Capital Brewery           Middleton
## 2326               Stevens Point Brewery       Stevens Point
## 2352           Milwaukee Brewing Company           Milwaukee
## 2353                  Northwoods Brewpub          Eau Claire
## 2354          James Page Brewing Company       Stevens Point
## 2355               Stevens Point Brewery       Stevens Point
## 2356           Milwaukee Brewing Company           Milwaukee
## 2357                Minhas Craft Brewery              Monroe
## 2358               Stevens Point Brewery       Stevens Point
## 2359             Lucette Brewing Company           Menominie
## 2360             Lucette Brewing Company           Menominie
## 2361                Minhas Craft Brewery              Monroe
## 2362               Stevens Point Brewery       Stevens Point
## 2363                 Horny Goat Brew Pub           Milwaukee
## 2364                     Capital Brewery           Middleton
## 2365                  Hinterland Brewery           Green Bay
## 2366               Stevens Point Brewery       Stevens Point
## 2367                     Dave's Brewfarm              Wilson
## 2368            Sprecher Brewing Company            Glendale
## 2369          James Page Brewing Company       Stevens Point
## 2370               Stevens Point Brewery       Stevens Point
## 2371               Stevens Point Brewery       Stevens Point
## 2372               Stevens Point Brewery       Stevens Point
## 2373               Stevens Point Brewery       Stevens Point
## 2374                Minhas Craft Brewery              Monroe
## 2375                Minhas Craft Brewery              Monroe
## 2376               Stevens Point Brewery       Stevens Point
## 2377               Stevens Point Brewery       Stevens Point
## 2378          James Page Brewing Company       Stevens Point
## 2379           Milwaukee Brewing Company           Milwaukee
## 2380            Sprecher Brewing Company            Glendale
## 2381                        Angry Minnow             Hayward
## 2382           Milwaukee Brewing Company           Milwaukee
## 2383               Stevens Point Brewery       Stevens Point
## 2384                Minhas Craft Brewery              Monroe
## 2385                Minhas Craft Brewery              Monroe
## 2386                   Lazy Monk Brewing          Eau Claire
## 2387           Milwaukee Brewing Company           Milwaukee
## 2388               Stevens Point Brewery       Stevens Point
## 2389               Stevens Point Brewery       Stevens Point
## 2390               Stevens Point Brewery       Stevens Point
## 2391               Stevens Point Brewery       Stevens Point
## 2392          James Page Brewing Company       Stevens Point
## 2393           Milwaukee Brewing Company           Milwaukee
## 2394   Greenbrier Valley Brewing Company           Lewisburg
## 2395   Greenbrier Valley Brewing Company           Lewisburg
## 2396         Black Tooth Brewing Company            Sheridan
## 2397     The Black Tooth Brewing Company            Sheridan
## 2398     The Black Tooth Brewing Company            Sheridan
## 2399     The Black Tooth Brewing Company            Sheridan
## 2400     The Black Tooth Brewing Company            Sheridan
## 2401         Black Tooth Brewing Company            Sheridan
## 2402         Snake River Brewing Company             Jackson
## 2403          Wind River Brewing Company            Pinedale
## 2404         Snake River Brewing Company             Jackson
## 2405          Wind River Brewing Company            Pinedale
## 2406         Snake River Brewing Company             Jackson
## 2407         Snake River Brewing Company             Jackson
## 2408         Snake River Brewing Company             Jackson
## 2409         Snake River Brewing Company             Jackson
## 2410         Snake River Brewing Company             Jackson
##                     State  Ale_Style
## 3                  Alaska other beer
## 4                  Alaska        Ale
## 6                  Alaska other beer
## 7                  Alaska other beer
## 8                  Alaska        IPA
## 9                  Alaska        Ale
## 10                 Alaska other beer
## 11                 Alaska        Ale
## 12                 Alaska        Ale
## 13                 Alaska        IPA
## 14                 Alaska        IPA
## 15                 Alaska        Ale
## 16                 Alaska        Ale
## 17                 Alaska        Ale
## 18                 Alaska        IPA
## 19                 Alaska        Ale
## 20                 Alaska        Ale
## 21                 Alaska        IPA
## 22                 Alaska        Ale
## 23                 Alaska other beer
## 24                 Alaska        Ale
## 25                 Alaska        IPA
## 27                Alabama        IPA
## 28                Alabama other beer
## 29                Alabama        IPA
## 30                Alabama other beer
## 31                Alabama other beer
## 32                Alabama        IPA
## 33                Alabama        Ale
## 34                Alabama        Ale
## 35                Alabama        Ale
## 36               Arkansas        Ale
## 38               Arkansas other beer
## 40               Arkansas other beer
## 48                Arizona other beer
## 65                Arizona other beer
## 66                Arizona other beer
## 67                Arizona        Ale
## 68                Arizona other beer
## 69                Arizona        Ale
## 70                Arizona other beer
## 71                Arizona other beer
## 72                Arizona        Ale
## 73                Arizona other beer
## 74                Arizona other beer
## 75                Arizona        IPA
## 77                Arizona        IPA
## 78                Arizona        IPA
## 79                Arizona        IPA
## 80                Arizona        Ale
## 81                Arizona        Ale
## 82                Arizona other beer
## 83                Arizona        Ale
## 84                Arizona        Ale
## 85                Arizona other beer
## 86                Arizona other beer
## 87                Arizona        IPA
## 96             California        IPA
## 136            California        IPA
## 137            California        Ale
## 138            California other beer
## 139            California        IPA
## 140            California other beer
## 141            California        Ale
## 142            California        IPA
## 143            California other beer
## 144            California        IPA
## 145            California        Ale
## 146            California other beer
## 147            California        Ale
## 148            California other beer
## 149            California        IPA
## 150            California        Ale
## 151            California        IPA
## 152            California        Ale
## 153            California        Ale
## 154            California other beer
## 155            California        Ale
## 156            California        Ale
## 157            California        IPA
## 158            California        IPA
## 159            California        IPA
## 160            California other beer
## 161            California        IPA
## 162            California other beer
## 163            California        IPA
## 164            California        IPA
## 165            California other beer
## 166            California other beer
## 167            California        Ale
## 168            California other beer
## 169            California other beer
## 170            California        IPA
## 171            California        Ale
## 172            California other beer
## 173            California        IPA
## 174            California        Ale
## 175            California        IPA
## 176            California other beer
## 177            California        IPA
## 178            California        Ale
## 179            California        Ale
## 180            California other beer
## 181            California        Ale
## 182            California        Ale
## 183            California other beer
## 184            California other beer
## 185            California other beer
## 186            California        Ale
## 187            California other beer
## 188            California other beer
## 189            California other beer
## 190            California other beer
## 191            California        Ale
## 192            California        IPA
## 193            California        IPA
## 194            California        IPA
## 195            California        IPA
## 196            California        Ale
## 197            California        IPA
## 198            California other beer
## 199            California        Ale
## 200            California        IPA
## 201            California        Ale
## 202            California        IPA
## 203            California        Ale
## 204            California        Ale
## 205            California        Ale
## 206            California        Ale
## 207            California        IPA
## 208            California        IPA
## 209            California        IPA
## 210            California        Ale
## 211            California other beer
## 212            California other beer
## 213            California other beer
## 214            California other beer
## 215            California        IPA
## 216            California        IPA
## 217            California other beer
## 218            California        IPA
## 219            California        Ale
## 220            California        Ale
## 221            California        IPA
## 222            California        Ale
## 223            California        Ale
## 224            California other beer
## 225            California        Ale
## 226            California        Ale
## 227            California other beer
## 228            California        Ale
## 229            California other beer
## 230            California        IPA
## 231            California        IPA
## 232            California other beer
## 233            California        IPA
## 234            California other beer
## 235            California        IPA
## 236            California        IPA
## 237            California        Ale
## 238            California        Ale
## 239            California        Ale
## 240            California other beer
## 241            California        IPA
## 242            California        Ale
## 243            California        Ale
## 244            California        Ale
## 245            California        Ale
## 246            California        IPA
## 247            California        IPA
## 248            California other beer
## 249            California other beer
## 250            California other beer
## 251            California        IPA
## 252            California other beer
## 253            California        Ale
## 254            California        Ale
## 256            California other beer
## 257            California        Ale
## 258            California        Ale
## 259            California        IPA
## 260            California        IPA
## 261            California other beer
## 262            California        Ale
## 263            California other beer
## 264            California        IPA
## 265            California        Ale
## 266            California        Ale
## 267            California        Ale
## 268            California other beer
## 269            California        IPA
## 270            California other beer
## 390              Colorado        Ale
## 391              Colorado        Ale
## 392              Colorado other beer
## 393              Colorado        Ale
## 394              Colorado        IPA
## 395              Colorado        Ale
## 396              Colorado other beer
## 397              Colorado other beer
## 399              Colorado        IPA
## 400              Colorado        Ale
## 402              Colorado        IPA
## 403              Colorado        IPA
## 404              Colorado        Ale
## 405              Colorado other beer
## 406              Colorado        Ale
## 407              Colorado other beer
## 408              Colorado        Ale
## 409              Colorado        Ale
## 410              Colorado        IPA
## 411              Colorado other beer
## 412              Colorado        Ale
## 413              Colorado        Ale
## 414              Colorado        Ale
## 415              Colorado other beer
## 417              Colorado        Ale
## 419              Colorado other beer
## 420              Colorado        IPA
## 421              Colorado other beer
## 422              Colorado other beer
## 423              Colorado        Ale
## 424              Colorado        Ale
## 425              Colorado        Ale
## 426              Colorado        Ale
## 427              Colorado other beer
## 428              Colorado        Ale
## 429              Colorado        IPA
## 430              Colorado        Ale
## 431              Colorado        Ale
## 432              Colorado        Ale
## 433              Colorado        Ale
## 434              Colorado        Ale
## 435              Colorado        IPA
## 436              Colorado        IPA
## 437              Colorado        IPA
## 438              Colorado        IPA
## 439              Colorado        Ale
## 440              Colorado        IPA
## 441              Colorado        Ale
## 442              Colorado        Ale
## 443              Colorado other beer
## 444              Colorado other beer
## 446              Colorado other beer
## 448              Colorado        IPA
## 449              Colorado other beer
## 450              Colorado        IPA
## 451              Colorado other beer
## 452              Colorado other beer
## 453              Colorado        Ale
## 454              Colorado        Ale
## 455              Colorado        Ale
## 456              Colorado other beer
## 457              Colorado other beer
## 459              Colorado other beer
## 460              Colorado        Ale
## 461              Colorado        Ale
## 462              Colorado        Ale
## 463              Colorado        IPA
## 464              Colorado other beer
## 465              Colorado        Ale
## 466              Colorado        Ale
## 467              Colorado        IPA
## 468              Colorado        Ale
## 469              Colorado        IPA
## 470              Colorado        Ale
## 471              Colorado        Ale
## 472              Colorado        Ale
## 473              Colorado        IPA
## 474              Colorado        Ale
## 476              Colorado        IPA
## 477              Colorado        Ale
## 478              Colorado        IPA
## 479              Colorado        Ale
## 480              Colorado other beer
## 481              Colorado other beer
## 482              Colorado other beer
## 483              Colorado        Ale
## 484              Colorado        Ale
## 486              Colorado other beer
## 487              Colorado other beer
## 488              Colorado        Ale
## 489              Colorado other beer
## 490              Colorado        Ale
## 491              Colorado other beer
## 492              Colorado        Ale
## 493              Colorado        Ale
## 494              Colorado other beer
## 495              Colorado other beer
## 496              Colorado        Ale
## 497              Colorado        Ale
## 498              Colorado        Ale
## 499              Colorado        Ale
## 500              Colorado other beer
## 501              Colorado        IPA
## 502              Colorado        IPA
## 503              Colorado other beer
## 504              Colorado        IPA
## 505              Colorado other beer
## 506              Colorado other beer
## 507              Colorado        IPA
## 508              Colorado other beer
## 509              Colorado        IPA
## 510              Colorado other beer
## 511              Colorado        IPA
## 512              Colorado other beer
## 513              Colorado        IPA
## 514              Colorado        Ale
## 515              Colorado        Ale
## 516              Colorado other beer
## 517              Colorado        Ale
## 518              Colorado other beer
## 519              Colorado        IPA
## 520              Colorado        Ale
## 521              Colorado        Ale
## 522              Colorado        IPA
## 523              Colorado        IPA
## 524              Colorado other beer
## 525              Colorado        Ale
## 526              Colorado        Ale
## 527              Colorado other beer
## 528              Colorado other beer
## 529              Colorado        IPA
## 530              Colorado        Ale
## 531              Colorado        IPA
## 532              Colorado        Ale
## 533              Colorado        Ale
## 534              Colorado        Ale
## 535              Colorado other beer
## 538           Connecticut other beer
## 554           Connecticut        IPA
## 557           Connecticut other beer
## 558           Connecticut        IPA
## 559           Connecticut other beer
## 560           Connecticut other beer
## 561           Connecticut        IPA
## 562           Connecticut        Ale
## 567  District of Columbia        Ale
## 568  District of Columbia        IPA
## 569  District of Columbia        Ale
## 570  District of Columbia other beer
## 572              Delaware        Ale
## 579               Florida        Ale
## 585               Florida        Ale
## 589               Florida        IPA
## 593               Florida other beer
## 594               Florida        IPA
## 595               Florida other beer
## 596               Florida        IPA
## 597               Florida        Ale
## 598               Florida other beer
## 599               Florida other beer
## 600               Florida        IPA
## 601               Florida        Ale
## 602               Florida        IPA
## 603               Florida        Ale
## 605               Florida        IPA
## 606               Florida other beer
## 607               Florida        Ale
## 608               Florida other beer
## 609               Florida other beer
## 610               Florida        Ale
## 611               Florida        Ale
## 612               Florida        Ale
## 613               Florida        Ale
## 614               Florida        IPA
## 615               Florida        IPA
## 616               Florida        Ale
## 617               Florida        IPA
## 618               Florida other beer
## 619               Florida        Ale
## 620               Florida other beer
## 621               Florida        Ale
## 622               Florida other beer
## 623               Florida        Ale
## 624               Florida        IPA
## 625               Florida other beer
## 626               Florida other beer
## 627               Florida        IPA
## 628               Florida        IPA
## 629               Florida other beer
## 630               Florida        IPA
## 632               Georgia        Ale
## 634               Georgia        Ale
## 637               Georgia        Ale
## 638               Georgia other beer
## 640               Georgia        Ale
## 641               Georgia        Ale
## 642               Georgia        IPA
## 643               Georgia other beer
## 644               Georgia        Ale
## 645               Georgia        Ale
## 646               Georgia        Ale
## 649                Hawaii other beer
## 656                Hawaii        Ale
## 657                Hawaii        Ale
## 658                Hawaii        Ale
## 659                Hawaii other beer
## 660                Hawaii        Ale
## 661                Hawaii        IPA
## 662                Hawaii        Ale
## 663                Hawaii        Ale
## 664                Hawaii        Ale
## 665                Hawaii        Ale
## 666                Hawaii other beer
## 667                Hawaii other beer
## 668                Hawaii other beer
## 669                Hawaii        Ale
## 670                Hawaii        Ale
## 671                Hawaii other beer
## 672                Hawaii        Ale
## 673                Hawaii        Ale
## 676                  Iowa        Ale
## 679                  Iowa        Ale
## 680                  Iowa        Ale
## 681                  Iowa other beer
## 682                  Iowa        Ale
## 683                  Iowa other beer
## 684                  Iowa other beer
## 685                  Iowa        Ale
## 686                  Iowa        Ale
## 687                  Iowa other beer
## 688                  Iowa        Ale
## 689                  Iowa        Ale
## 690                  Iowa other beer
## 691                  Iowa        Ale
## 692                  Iowa other beer
## 693                  Iowa        Ale
## 694                  Iowa        IPA
## 695                  Iowa other beer
## 696                  Iowa        Ale
## 697                  Iowa other beer
## 698                  Iowa other beer
## 699                  Iowa        Ale
## 700                  Iowa        Ale
## 701                  Iowa other beer
## 702                  Iowa other beer
## 703                  Iowa        Ale
## 706                 Idaho        IPA
## 709                 Idaho        Ale
## 710                 Idaho other beer
## 714                 Idaho        Ale
## 717                 Idaho        Ale
## 718                 Idaho        IPA
## 719                 Idaho other beer
## 720                 Idaho other beer
## 721                 Idaho other beer
## 722                 Idaho        IPA
## 723                 Idaho other beer
## 724                 Idaho other beer
## 725                 Idaho other beer
## 726                 Idaho        Ale
## 727                 Idaho        IPA
## 728                 Idaho        IPA
## 729                 Idaho other beer
## 730                 Idaho        IPA
## 731                 Idaho        Ale
## 732                 Idaho other beer
## 733                 Idaho        Ale
## 786              Illinois        Ale
## 787              Illinois other beer
## 788              Illinois        Ale
## 789              Illinois other beer
## 790              Illinois        Ale
## 791              Illinois        IPA
## 792              Illinois        Ale
## 793              Illinois other beer
## 794              Illinois        Ale
## 795              Illinois other beer
## 796              Illinois other beer
## 797              Illinois        Ale
## 798              Illinois        Ale
## 799              Illinois        Ale
## 800              Illinois        Ale
## 801              Illinois        IPA
## 802              Illinois        Ale
## 803              Illinois        Ale
## 804              Illinois other beer
## 805              Illinois        IPA
## 806              Illinois        IPA
## 807              Illinois        Ale
## 808              Illinois        Ale
## 809              Illinois        IPA
## 810              Illinois other beer
## 811              Illinois        Ale
## 812              Illinois        Ale
## 813              Illinois other beer
## 814              Illinois        Ale
## 815              Illinois other beer
## 816              Illinois        Ale
## 817              Illinois other beer
## 818              Illinois        Ale
## 819              Illinois        Ale
## 820              Illinois        Ale
## 821              Illinois        IPA
## 822              Illinois        Ale
## 823              Illinois        IPA
## 824              Illinois        IPA
## 855               Indiana        Ale
## 861               Indiana        Ale
## 869               Indiana other beer
## 872               Indiana other beer
## 873               Indiana other beer
## 874               Indiana other beer
## 875               Indiana        IPA
## 876               Indiana other beer
## 877               Indiana        IPA
## 878               Indiana        Ale
## 879               Indiana other beer
## 880               Indiana other beer
## 881               Indiana        IPA
## 882               Indiana other beer
## 883               Indiana        Ale
## 884               Indiana        IPA
## 885               Indiana other beer
## 886               Indiana        Ale
## 887               Indiana        Ale
## 888               Indiana other beer
## 889               Indiana other beer
## 890               Indiana        IPA
## 891               Indiana        Ale
## 892               Indiana        Ale
## 893               Indiana        Ale
## 894               Indiana other beer
## 895               Indiana other beer
## 896               Indiana        Ale
## 897               Indiana        IPA
## 898               Indiana        IPA
## 899               Indiana        Ale
## 900               Indiana        Ale
## 901               Indiana        Ale
## 902               Indiana        IPA
## 903               Indiana        IPA
## 904               Indiana        IPA
## 905               Indiana        Ale
## 906               Indiana        Ale
## 907               Indiana other beer
## 908               Indiana other beer
## 909               Indiana other beer
## 910               Indiana other beer
## 911               Indiana other beer
## 912               Indiana        Ale
## 913               Indiana        Ale
## 914               Indiana        Ale
## 915               Indiana        Ale
## 916               Indiana        Ale
## 917               Indiana        Ale
## 919               Indiana        IPA
## 920               Indiana        Ale
## 921               Indiana        Ale
## 922               Indiana        Ale
## 923               Indiana        Ale
## 924               Indiana        IPA
## 925               Indiana other beer
## 926               Indiana other beer
## 927               Indiana        Ale
## 928               Indiana        IPA
## 929               Indiana other beer
## 930               Indiana other beer
## 931               Indiana        Ale
## 932               Indiana        Ale
## 933               Indiana other beer
## 934               Indiana other beer
## 935               Indiana        IPA
## 936               Indiana        IPA
## 937               Indiana        Ale
## 938               Indiana        IPA
## 939               Indiana other beer
## 940               Indiana other beer
## 941               Indiana        Ale
## 942               Indiana other beer
## 943               Indiana other beer
## 944               Indiana        IPA
## 945               Indiana        IPA
## 946               Indiana        Ale
## 947               Indiana other beer
## 948               Indiana other beer
## 949               Indiana other beer
## 950               Indiana other beer
## 951               Indiana other beer
## 952               Indiana other beer
## 953               Indiana        IPA
## 954               Indiana        IPA
## 955               Indiana        Ale
## 956               Indiana other beer
## 957               Indiana        IPA
## 958               Indiana other beer
## 959               Indiana other beer
## 960               Indiana other beer
## 962               Indiana        Ale
## 963               Indiana other beer
## 968                Kansas        Ale
## 969                Kansas        Ale
## 970                Kansas        Ale
## 971                Kansas        Ale
## 972                Kansas other beer
## 973                Kansas        IPA
## 974                Kansas other beer
## 975                Kansas other beer
## 976                Kansas other beer
## 977                Kansas        Ale
## 978                Kansas        Ale
## 979                Kansas        IPA
## 980                Kansas other beer
## 981                Kansas        IPA
## 982                Kansas other beer
## 983                Kansas        Ale
## 984                Kansas        Ale
## 985                Kansas        Ale
## 986                Kansas other beer
## 989              Kentucky        IPA
## 994              Kentucky        Ale
## 995              Kentucky other beer
## 996              Kentucky other beer
## 997              Kentucky        Ale
## 998              Kentucky        Ale
## 999              Kentucky        Ale
## 1000             Kentucky        Ale
## 1001             Kentucky        IPA
## 1002             Kentucky        Ale
## 1003             Kentucky        IPA
## 1004             Kentucky other beer
## 1005             Kentucky        Ale
## 1006             Kentucky other beer
## 1007             Kentucky other beer
## 1009            Louisiana        IPA
## 1010            Louisiana        Ale
## 1011            Louisiana        Ale
## 1015            Louisiana other beer
## 1017            Louisiana other beer
## 1018            Louisiana other beer
## 1019            Louisiana        Ale
## 1020            Louisiana other beer
## 1021            Louisiana        IPA
## 1022            Louisiana        Ale
## 1023            Louisiana        IPA
## 1024            Louisiana other beer
## 1025            Louisiana other beer
## 1026            Louisiana        Ale
## 1035        Massachusetts other beer
## 1050        Massachusetts other beer
## 1052        Massachusetts        IPA
## 1057        Massachusetts        IPA
## 1058        Massachusetts        Ale
## 1059        Massachusetts        Ale
## 1060        Massachusetts        IPA
## 1061        Massachusetts        IPA
## 1062        Massachusetts        IPA
## 1063        Massachusetts        IPA
## 1064        Massachusetts        IPA
## 1065        Massachusetts other beer
## 1066        Massachusetts        IPA
## 1067        Massachusetts other beer
## 1068        Massachusetts        Ale
## 1069        Massachusetts        IPA
## 1070        Massachusetts other beer
## 1071        Massachusetts other beer
## 1072        Massachusetts        IPA
## 1073        Massachusetts other beer
## 1074        Massachusetts other beer
## 1075        Massachusetts other beer
## 1076        Massachusetts other beer
## 1077        Massachusetts        IPA
## 1078        Massachusetts        Ale
## 1079        Massachusetts other beer
## 1080        Massachusetts        Ale
## 1081        Massachusetts other beer
## 1082        Massachusetts other beer
## 1083        Massachusetts other beer
## 1084        Massachusetts        IPA
## 1085        Massachusetts other beer
## 1086        Massachusetts        IPA
## 1087        Massachusetts other beer
## 1088        Massachusetts other beer
## 1089        Massachusetts other beer
## 1090        Massachusetts        Ale
## 1091        Massachusetts        Ale
## 1092        Massachusetts other beer
## 1093        Massachusetts        Ale
## 1094        Massachusetts        Ale
## 1095        Massachusetts other beer
## 1096        Massachusetts        Ale
## 1097        Massachusetts        IPA
## 1098        Massachusetts        IPA
## 1099        Massachusetts other beer
## 1100        Massachusetts        Ale
## 1101        Massachusetts other beer
## 1102        Massachusetts other beer
## 1103        Massachusetts        IPA
## 1104        Massachusetts        Ale
## 1105        Massachusetts        Ale
## 1106        Massachusetts other beer
## 1107        Massachusetts        IPA
## 1108        Massachusetts other beer
## 1115             Maryland        IPA
## 1118             Maryland        IPA
## 1120             Maryland other beer
## 1121             Maryland        Ale
## 1122             Maryland other beer
## 1123             Maryland        Ale
## 1124             Maryland        IPA
## 1125             Maryland        Ale
## 1126             Maryland        Ale
## 1127             Maryland other beer
## 1128             Maryland other beer
## 1129             Maryland        IPA
## 1138                Maine        Ale
## 1141                Maine other beer
## 1142                Maine        Ale
## 1150                Maine other beer
## 1151                Maine        IPA
## 1152                Maine        Ale
## 1153                Maine        Ale
## 1154                Maine other beer
## 1155                Maine        Ale
## 1156                Maine        Ale
## 1158             Michigan        Ale
## 1174             Michigan        Ale
## 1196             Michigan        IPA
## 1203             Michigan        Ale
## 1209             Michigan        IPA
## 1213             Michigan        Ale
## 1216             Michigan        IPA
## 1220             Michigan other beer
## 1225             Michigan other beer
## 1229             Michigan other beer
## 1236             Michigan        IPA
## 1239             Michigan other beer
## 1246             Michigan other beer
## 1266             Michigan other beer
## 1273             Michigan other beer
## 1276             Michigan        IPA
## 1281             Michigan        Ale
## 1282             Michigan        Ale
## 1283             Michigan other beer
## 1285             Michigan        Ale
## 1286             Michigan        Ale
## 1287             Michigan other beer
## 1288             Michigan        Ale
## 1289             Michigan        Ale
## 1290             Michigan        Ale
## 1291             Michigan other beer
## 1292             Michigan        Ale
## 1293             Michigan other beer
## 1294             Michigan other beer
## 1295             Michigan        Ale
## 1296             Michigan other beer
## 1297             Michigan        IPA
## 1298             Michigan other beer
## 1299             Michigan other beer
## 1300             Michigan        Ale
## 1301             Michigan        IPA
## 1302             Michigan other beer
## 1303             Michigan other beer
## 1304             Michigan other beer
## 1305             Michigan        Ale
## 1306             Michigan        IPA
## 1307             Michigan        IPA
## 1308             Michigan        IPA
## 1309             Michigan other beer
## 1310             Michigan        Ale
## 1311             Michigan other beer
## 1312             Michigan        Ale
## 1313             Michigan        IPA
## 1314             Michigan        IPA
## 1315             Michigan        Ale
## 1316             Michigan        Ale
## 1317             Michigan        Ale
## 1318             Michigan        IPA
## 1325            Minnesota        IPA
## 1327            Minnesota other beer
## 1328            Minnesota        Ale
## 1329            Minnesota other beer
## 1330            Minnesota        Ale
## 1331            Minnesota other beer
## 1332            Minnesota other beer
## 1333            Minnesota        IPA
## 1334            Minnesota other beer
## 1335            Minnesota        Ale
## 1336            Minnesota        Ale
## 1337            Minnesota        IPA
## 1338            Minnesota        Ale
## 1339            Minnesota        Ale
## 1340            Minnesota        Ale
## 1341            Minnesota        Ale
## 1342            Minnesota other beer
## 1343            Minnesota other beer
## 1344            Minnesota other beer
## 1345            Minnesota other beer
## 1346            Minnesota        Ale
## 1347            Minnesota        Ale
## 1348            Minnesota        Ale
## 1349            Minnesota        IPA
## 1350            Minnesota        IPA
## 1351            Minnesota other beer
## 1352            Minnesota        IPA
## 1353            Minnesota        Ale
## 1354            Minnesota        Ale
## 1355            Minnesota        Ale
## 1356            Minnesota other beer
## 1357            Minnesota        IPA
## 1358            Minnesota other beer
## 1359            Minnesota        IPA
## 1360            Minnesota other beer
## 1361            Minnesota        Ale
## 1362            Minnesota        IPA
## 1363            Minnesota        IPA
## 1364            Minnesota        IPA
## 1365            Minnesota other beer
## 1366            Minnesota other beer
## 1367            Minnesota other beer
## 1368            Minnesota        IPA
## 1369            Minnesota        Ale
## 1370            Minnesota        Ale
## 1371            Minnesota        IPA
## 1372            Minnesota        Ale
## 1373            Minnesota        IPA
## 1378             Missouri other beer
## 1382             Missouri other beer
## 1387             Missouri other beer
## 1388             Missouri        Ale
## 1389             Missouri        Ale
## 1390             Missouri other beer
## 1391             Missouri        Ale
## 1392             Missouri        Ale
## 1393             Missouri        Ale
## 1394             Missouri other beer
## 1395             Missouri        Ale
## 1396             Missouri other beer
## 1397             Missouri        Ale
## 1398             Missouri        IPA
## 1399             Missouri        IPA
## 1400             Missouri        Ale
## 1401             Missouri        IPA
## 1402             Missouri        Ale
## 1403             Missouri        IPA
## 1404             Missouri        IPA
## 1405             Missouri other beer
## 1406             Missouri        IPA
## 1407             Missouri other beer
## 1408             Missouri        Ale
## 1409             Missouri other beer
## 1411             Missouri        Ale
## 1412             Missouri        IPA
## 1413             Missouri        Ale
## 1414             Missouri other beer
## 1416          Mississippi        Ale
## 1417          Mississippi        Ale
## 1418          Mississippi        Ale
## 1419          Mississippi other beer
## 1420          Mississippi        Ale
## 1421          Mississippi        Ale
## 1422          Mississippi        Ale
## 1423          Mississippi other beer
## 1424          Mississippi        IPA
## 1425          Mississippi        Ale
## 1426          Mississippi        IPA
## 1427              Montana other beer
## 1429              Montana        Ale
## 1432              Montana other beer
## 1434              Montana other beer
## 1438              Montana other beer
## 1443              Montana        Ale
## 1444              Montana        IPA
## 1445              Montana other beer
## 1446              Montana        IPA
## 1447              Montana other beer
## 1448              Montana        Ale
## 1449              Montana        Ale
## 1450              Montana        IPA
## 1451              Montana        Ale
## 1452              Montana        IPA
## 1454              Montana        Ale
## 1455              Montana        Ale
## 1456              Montana        IPA
## 1457              Montana        IPA
## 1458              Montana        Ale
## 1459              Montana other beer
## 1460              Montana other beer
## 1461              Montana        Ale
## 1462              Montana        Ale
## 1463              Montana        IPA
## 1464              Montana        Ale
## 1465              Montana        Ale
## 1466              Montana other beer
## 1468       North Carolina        Ale
## 1472       North Carolina        IPA
## 1476       North Carolina        IPA
## 1480       North Carolina        Ale
## 1482       North Carolina other beer
## 1490       North Carolina        Ale
## 1494       North Carolina other beer
## 1497       North Carolina other beer
## 1498       North Carolina        Ale
## 1499       North Carolina        Ale
## 1500       North Carolina        Ale
## 1501       North Carolina        Ale
## 1502       North Carolina        Ale
## 1503       North Carolina        Ale
## 1504       North Carolina        IPA
## 1505       North Carolina        IPA
## 1506       North Carolina        Ale
## 1507       North Carolina other beer
## 1508       North Carolina other beer
## 1509       North Carolina        IPA
## 1510       North Carolina other beer
## 1511       North Carolina other beer
## 1512       North Carolina        Ale
## 1513       North Carolina        Ale
## 1514       North Carolina        IPA
## 1515       North Carolina        Ale
## 1516       North Carolina other beer
## 1517       North Carolina other beer
## 1518       North Carolina other beer
## 1519       North Carolina        Ale
## 1520       North Carolina        IPA
## 1521       North Carolina other beer
## 1522       North Carolina other beer
## 1523       North Carolina        Ale
## 1524       North Carolina other beer
## 1525       North Carolina other beer
## 1526         North Dakota        Ale
## 1527         North Dakota        Ale
## 1528         North Dakota        IPA
## 1532             Nebraska other beer
## 1540             Nebraska        Ale
## 1544             Nebraska        Ale
## 1545             Nebraska        Ale
## 1547             Nebraska        Ale
## 1548             Nebraska        Ale
## 1549             Nebraska other beer
## 1550             Nebraska other beer
## 1551             Nebraska        Ale
## 1552             Nebraska other beer
## 1553             Nebraska other beer
## 1556        New Hampshire        Ale
## 1560        New Hampshire other beer
## 1561        New Hampshire other beer
## 1562           New Jersey other beer
## 1563           New Jersey        IPA
## 1564           New Jersey        IPA
## 1565           New Jersey other beer
## 1566           New Jersey other beer
## 1567           New Jersey        IPA
## 1568           New Jersey        Ale
## 1569           New Jersey        IPA
## 1570           New Mexico        IPA
## 1572           New Mexico other beer
## 1575           New Mexico        IPA
## 1577           New Mexico        Ale
## 1578           New Mexico        Ale
## 1579           New Mexico        Ale
## 1580           New Mexico other beer
## 1581           New Mexico        IPA
## 1582           New Mexico        IPA
## 1583           New Mexico other beer
## 1587               Nevada        IPA
## 1589               Nevada        Ale
## 1590               Nevada other beer
## 1591               Nevada other beer
## 1592               Nevada other beer
## 1593               Nevada        IPA
## 1594               Nevada        Ale
## 1600             New York        IPA
## 1621             New York other beer
## 1623             New York other beer
## 1624             New York        IPA
## 1625             New York other beer
## 1626             New York        IPA
## 1627             New York other beer
## 1628             New York        Ale
## 1629             New York        Ale
## 1630             New York        Ale
## 1631             New York        Ale
## 1632             New York        Ale
## 1633             New York        Ale
## 1634             New York        IPA
## 1635             New York other beer
## 1636             New York        Ale
## 1637             New York        Ale
## 1638             New York other beer
## 1639             New York        Ale
## 1640             New York        Ale
## 1641             New York        Ale
## 1642             New York        Ale
## 1643             New York other beer
## 1644             New York        IPA
## 1645             New York        Ale
## 1646             New York        IPA
## 1647             New York other beer
## 1648             New York other beer
## 1649             New York other beer
## 1650             New York other beer
## 1651             New York        Ale
## 1652             New York        Ale
## 1653             New York        IPA
## 1654             New York        Ale
## 1655             New York        Ale
## 1656             New York        IPA
## 1657             New York other beer
## 1658             New York other beer
## 1659             New York        Ale
## 1661             New York other beer
## 1662             New York other beer
## 1663             New York other beer
## 1664             New York        IPA
## 1665             New York other beer
## 1666             New York other beer
## 1667             New York        IPA
## 1668             New York        Ale
## 1675                 Ohio        Ale
## 1680                 Ohio        IPA
## 1683                 Ohio        Ale
## 1686                 Ohio        IPA
## 1687                 Ohio        IPA
## 1688                 Ohio        Ale
## 1689                 Ohio other beer
## 1690                 Ohio        Ale
## 1691                 Ohio other beer
## 1692                 Ohio        IPA
## 1693                 Ohio        Ale
## 1694                 Ohio other beer
## 1695                 Ohio        Ale
## 1696                 Ohio        IPA
## 1697                 Ohio other beer
## 1698                 Ohio        Ale
## 1699                 Ohio        Ale
## 1700                 Ohio        Ale
## 1701                 Ohio other beer
## 1702                 Ohio other beer
## 1703                 Ohio other beer
## 1704                 Ohio other beer
## 1705                 Ohio        Ale
## 1706                 Ohio        IPA
## 1707                 Ohio        Ale
## 1708                 Ohio other beer
## 1709                 Ohio        Ale
## 1710                 Ohio        Ale
## 1711                 Ohio        Ale
## 1712                 Ohio        IPA
## 1713                 Ohio other beer
## 1714                 Ohio other beer
## 1715                 Ohio other beer
## 1716                 Ohio other beer
## 1717                 Ohio        IPA
## 1719             Oklahoma        Ale
## 1723             Oklahoma        Ale
## 1726             Oklahoma        Ale
## 1727             Oklahoma        Ale
## 1728             Oklahoma other beer
## 1729             Oklahoma        Ale
## 1730             Oklahoma other beer
## 1731             Oklahoma other beer
## 1732             Oklahoma other beer
## 1733             Oklahoma        Ale
## 1734             Oklahoma other beer
## 1735             Oklahoma        IPA
## 1736             Oklahoma        IPA
## 1737               Oregon other beer
## 1746               Oregon other beer
## 1751               Oregon other beer
## 1753               Oregon other beer
## 1759               Oregon other beer
## 1763               Oregon        IPA
## 1775               Oregon other beer
## 1776               Oregon        IPA
## 1777               Oregon        Ale
## 1778               Oregon other beer
## 1779               Oregon other beer
## 1780               Oregon other beer
## 1781               Oregon        IPA
## 1782               Oregon        Ale
## 1783               Oregon        IPA
## 1784               Oregon        Ale
## 1785               Oregon        Ale
## 1786               Oregon other beer
## 1787               Oregon other beer
## 1788               Oregon        IPA
## 1789               Oregon other beer
## 1790               Oregon        Ale
## 1791               Oregon        IPA
## 1792               Oregon        IPA
## 1793               Oregon        Ale
## 1794               Oregon        Ale
## 1795               Oregon        Ale
## 1796               Oregon        Ale
## 1797               Oregon        Ale
## 1798               Oregon        IPA
## 1799               Oregon        Ale
## 1800               Oregon        Ale
## 1801               Oregon other beer
## 1802               Oregon other beer
## 1803               Oregon other beer
## 1804               Oregon other beer
## 1805               Oregon other beer
## 1806               Oregon        Ale
## 1807               Oregon        Ale
## 1808               Oregon        IPA
## 1809               Oregon        IPA
## 1810               Oregon        IPA
## 1811               Oregon        IPA
## 1812               Oregon        IPA
## 1813               Oregon        Ale
## 1814               Oregon        Ale
## 1815               Oregon        Ale
## 1816               Oregon other beer
## 1817               Oregon        IPA
## 1818               Oregon other beer
## 1819               Oregon        IPA
## 1820               Oregon        Ale
## 1821               Oregon        Ale
## 1822               Oregon        Ale
## 1823               Oregon        IPA
## 1824               Oregon        Ale
## 1825               Oregon        Ale
## 1826               Oregon other beer
## 1827               Oregon other beer
## 1828               Oregon        Ale
## 1829               Oregon other beer
## 1830               Oregon other beer
## 1831               Oregon        IPA
## 1832               Oregon        IPA
## 1833               Oregon        Ale
## 1834               Oregon        Ale
## 1835               Oregon other beer
## 1836               Oregon        IPA
## 1837               Oregon        Ale
## 1838               Oregon        Ale
## 1839               Oregon        Ale
## 1840               Oregon        IPA
## 1841               Oregon        Ale
## 1842               Oregon other beer
## 1843               Oregon        Ale
## 1844               Oregon        Ale
## 1845               Oregon        Ale
## 1846               Oregon other beer
## 1847               Oregon        Ale
## 1848               Oregon        Ale
## 1849               Oregon        IPA
## 1850               Oregon        Ale
## 1851               Oregon        IPA
## 1852               Oregon        Ale
## 1853               Oregon        Ale
## 1854               Oregon other beer
## 1855               Oregon        Ale
## 1856               Oregon other beer
## 1857               Oregon        Ale
## 1858               Oregon        Ale
## 1859               Oregon        Ale
## 1860               Oregon        IPA
## 1861               Oregon        Ale
## 1875         Pennsylvania other beer
## 1891         Pennsylvania other beer
## 1913         Pennsylvania        Ale
## 1915         Pennsylvania        IPA
## 1916         Pennsylvania        Ale
## 1917         Pennsylvania        IPA
## 1918         Pennsylvania other beer
## 1919         Pennsylvania        Ale
## 1920         Pennsylvania        IPA
## 1921         Pennsylvania        IPA
## 1922         Pennsylvania other beer
## 1923         Pennsylvania other beer
## 1924         Pennsylvania other beer
## 1925         Pennsylvania        IPA
## 1926         Pennsylvania other beer
## 1927         Pennsylvania        IPA
## 1928         Pennsylvania other beer
## 1929         Pennsylvania other beer
## 1930         Pennsylvania        Ale
## 1931         Pennsylvania other beer
## 1932         Pennsylvania other beer
## 1933         Pennsylvania other beer
## 1934         Pennsylvania other beer
## 1935         Pennsylvania other beer
## 1936         Pennsylvania        Ale
## 1937         Pennsylvania        Ale
## 1938         Pennsylvania        IPA
## 1940         Pennsylvania        Ale
## 1941         Pennsylvania other beer
## 1942         Pennsylvania other beer
## 1943         Pennsylvania other beer
## 1944         Pennsylvania        IPA
## 1945         Pennsylvania other beer
## 1946         Pennsylvania        Ale
## 1947         Pennsylvania        Ale
## 1948         Pennsylvania        IPA
## 1949         Pennsylvania        Ale
## 1951         Pennsylvania        IPA
## 1952         Pennsylvania        IPA
## 1953         Pennsylvania other beer
## 1954         Pennsylvania        IPA
## 1955         Pennsylvania        IPA
## 1956         Pennsylvania other beer
## 1957         Pennsylvania        IPA
## 1958         Pennsylvania        Ale
## 1959         Pennsylvania other beer
## 1960         Pennsylvania other beer
## 1969         Rhode Island        Ale
## 1970         Rhode Island        Ale
## 1971         Rhode Island other beer
## 1972         Rhode Island        Ale
## 1973         Rhode Island        Ale
## 1974         Rhode Island other beer
## 1975         Rhode Island other beer
## 1976         Rhode Island        IPA
## 1977         Rhode Island other beer
## 1978         Rhode Island other beer
## 1979         Rhode Island other beer
## 1980         Rhode Island        Ale
## 1981         Rhode Island other beer
## 1982         Rhode Island        Ale
## 1983         Rhode Island other beer
## 1984         Rhode Island        IPA
## 1985         Rhode Island other beer
## 1986         Rhode Island        Ale
## 1987         Rhode Island        Ale
## 1988         Rhode Island other beer
## 1991       South Carolina        IPA
## 1993       South Carolina other beer
## 1995       South Carolina other beer
## 1998       South Carolina        Ale
## 1999       South Carolina other beer
## 2000       South Carolina        Ale
## 2001       South Carolina other beer
## 2002       South Carolina        Ale
## 2005         South Dakota        IPA
## 2006         South Dakota other beer
## 2008         South Dakota        Ale
## 2011            Tennessee        Ale
## 2012            Tennessee        IPA
## 2013            Tennessee other beer
## 2014            Tennessee        Ale
## 2015            Tennessee        IPA
## 2019                Texas other beer
## 2021                Texas        IPA
## 2027                Texas other beer
## 2057                Texas        IPA
## 2058                Texas        IPA
## 2059                Texas        Ale
## 2060                Texas other beer
## 2061                Texas        Ale
## 2062                Texas        Ale
## 2063                Texas        Ale
## 2064                Texas        Ale
## 2065                Texas other beer
## 2066                Texas        Ale
## 2067                Texas other beer
## 2068                Texas other beer
## 2069                Texas other beer
## 2070                Texas        IPA
## 2071                Texas        Ale
## 2073                Texas        IPA
## 2074                Texas        Ale
## 2075                Texas other beer
## 2076                Texas        Ale
## 2078                Texas        Ale
## 2079                Texas other beer
## 2080                Texas        IPA
## 2081                Texas        Ale
## 2082                Texas        Ale
## 2083                Texas other beer
## 2085                Texas other beer
## 2086                Texas other beer
## 2087                Texas        Ale
## 2088                Texas other beer
## 2089                Texas        Ale
## 2090                Texas other beer
## 2091                Texas other beer
## 2092                Texas        Ale
## 2093                Texas        IPA
## 2094                Texas other beer
## 2095                Texas        IPA
## 2096                Texas        Ale
## 2098                Texas        Ale
## 2099                Texas        IPA
## 2100                Texas        Ale
## 2101                Texas other beer
## 2102                Texas other beer
## 2103                Texas other beer
## 2104                Texas        Ale
## 2105                Texas other beer
## 2106                Texas other beer
## 2107                Texas other beer
## 2108                Texas        Ale
## 2109                Texas other beer
## 2110                Texas other beer
## 2112                Texas        IPA
## 2113                Texas        IPA
## 2114                Texas        Ale
## 2115                Texas        IPA
## 2116                Texas        IPA
## 2117                Texas        IPA
## 2118                Texas        Ale
## 2119                Texas other beer
## 2120                Texas        Ale
## 2121                Texas        Ale
## 2122                Texas other beer
## 2123                Texas        IPA
## 2124                Texas        IPA
## 2125                Texas        Ale
## 2126                Texas        Ale
## 2127                Texas other beer
## 2128                Texas other beer
## 2129                Texas other beer
## 2130                Texas other beer
## 2131                Texas other beer
## 2132                Texas        Ale
## 2133                Texas        Ale
## 2134                Texas        Ale
## 2135                Texas        IPA
## 2136                Texas        Ale
## 2137                Texas        Ale
## 2138                Texas        Ale
## 2139                Texas other beer
## 2140                Texas other beer
## 2141                Texas        Ale
## 2142                Texas        IPA
## 2143                Texas        Ale
## 2144                Texas        Ale
## 2145                Texas        Ale
## 2151                 Utah        IPA
## 2152                 Utah        IPA
## 2154                 Utah        Ale
## 2155                 Utah other beer
## 2158                 Utah        Ale
## 2159                 Utah        IPA
## 2161                 Utah other beer
## 2162                 Utah        IPA
## 2163                 Utah        Ale
## 2164                 Utah other beer
## 2165                 Utah other beer
## 2166                 Utah other beer
## 2167                 Utah        IPA
## 2168                 Utah        IPA
## 2169                 Utah        IPA
## 2170                 Utah other beer
## 2171                 Utah other beer
## 2172             Virginia        Ale
## 2173             Virginia        Ale
## 2176             Virginia        Ale
## 2177             Virginia other beer
## 2178             Virginia        Ale
## 2179             Virginia        IPA
## 2180             Virginia other beer
## 2181             Virginia        Ale
## 2182             Virginia        Ale
## 2183             Virginia other beer
## 2184             Virginia        Ale
## 2185             Virginia other beer
## 2186             Virginia        Ale
## 2187             Virginia other beer
## 2188             Virginia        IPA
## 2189             Virginia        IPA
## 2190             Virginia        IPA
## 2191             Virginia        Ale
## 2192             Virginia        IPA
## 2193             Virginia other beer
## 2194             Virginia other beer
## 2195             Virginia        IPA
## 2196             Virginia        IPA
## 2197             Virginia        IPA
## 2198             Virginia        Ale
## 2199             Virginia other beer
## 2200             Virginia other beer
## 2201             Virginia        IPA
## 2202             Virginia        IPA
## 2203             Virginia        Ale
## 2204             Virginia        Ale
## 2205             Virginia        IPA
## 2206             Virginia other beer
## 2207             Virginia        Ale
## 2208             Virginia other beer
## 2209             Virginia other beer
## 2210             Virginia other beer
## 2211             Virginia other beer
## 2216              Vermont        IPA
## 2222              Vermont other beer
## 2223              Vermont        Ale
## 2224              Vermont        IPA
## 2225              Vermont        IPA
## 2226              Vermont other beer
## 2227              Vermont        Ale
## 2228              Vermont        IPA
## 2229              Vermont        IPA
## 2230              Vermont        Ale
## 2231              Vermont other beer
## 2232              Vermont        IPA
## 2233              Vermont        IPA
## 2234              Vermont other beer
## 2235              Vermont other beer
## 2236              Vermont other beer
## 2237              Vermont other beer
## 2238              Vermont        IPA
## 2242           Washington        IPA
## 2247           Washington        IPA
## 2264           Washington        Ale
## 2265           Washington other beer
## 2266           Washington other beer
## 2267           Washington        Ale
## 2268           Washington other beer
## 2269           Washington        IPA
## 2270           Washington        Ale
## 2271           Washington        IPA
## 2272           Washington        Ale
## 2273           Washington        Ale
## 2274           Washington        IPA
## 2275           Washington        Ale
## 2276           Washington        Ale
## 2277           Washington        Ale
## 2278           Washington        IPA
## 2279           Washington        Ale
## 2280           Washington        IPA
## 2281           Washington other beer
## 2282           Washington        IPA
## 2283           Washington        Ale
## 2284           Washington        IPA
## 2285           Washington        Ale
## 2286           Washington        IPA
## 2287           Washington        IPA
## 2288           Washington other beer
## 2289           Washington        IPA
## 2290           Washington other beer
## 2291           Washington other beer
## 2292           Washington        IPA
## 2293           Washington other beer
## 2294           Washington other beer
## 2295           Washington        IPA
## 2296           Washington other beer
## 2297           Washington other beer
## 2298           Washington        Ale
## 2299           Washington        Ale
## 2300           Washington        Ale
## 2301           Washington other beer
## 2302           Washington        Ale
## 2303           Washington other beer
## 2304           Washington        Ale
## 2305           Washington        IPA
## 2306           Washington        IPA
## 2323            Wisconsin        IPA
## 2326            Wisconsin other beer
## 2352            Wisconsin        IPA
## 2353            Wisconsin        Ale
## 2354            Wisconsin        Ale
## 2355            Wisconsin other beer
## 2356            Wisconsin        Ale
## 2357            Wisconsin other beer
## 2358            Wisconsin other beer
## 2359            Wisconsin        Ale
## 2360            Wisconsin        Ale
## 2361            Wisconsin other beer
## 2362            Wisconsin other beer
## 2363            Wisconsin other beer
## 2364            Wisconsin other beer
## 2365            Wisconsin        IPA
## 2366            Wisconsin        Ale
## 2367            Wisconsin other beer
## 2368            Wisconsin other beer
## 2369            Wisconsin        Ale
## 2370            Wisconsin other beer
## 2371            Wisconsin        Ale
## 2372            Wisconsin        Ale
## 2373            Wisconsin        Ale
## 2374            Wisconsin other beer
## 2375            Wisconsin other beer
## 2376            Wisconsin other beer
## 2377            Wisconsin other beer
## 2378            Wisconsin other beer
## 2379            Wisconsin        IPA
## 2380            Wisconsin other beer
## 2381            Wisconsin        IPA
## 2382            Wisconsin other beer
## 2383            Wisconsin        Ale
## 2384            Wisconsin other beer
## 2385            Wisconsin other beer
## 2386            Wisconsin other beer
## 2387            Wisconsin other beer
## 2388            Wisconsin        Ale
## 2389            Wisconsin other beer
## 2390            Wisconsin        Ale
## 2391            Wisconsin        Ale
## 2392            Wisconsin other beer
## 2393            Wisconsin        Ale
## 2394        West Virginia        Ale
## 2395        West Virginia        Ale
## 2396              Wyoming        Ale
## 2397              Wyoming        Ale
## 2398              Wyoming        IPA
## 2399              Wyoming        Ale
## 2400              Wyoming        Ale
## 2401              Wyoming        Ale
## 2402              Wyoming other beer
## 2403              Wyoming        Ale
## 2404              Wyoming        IPA
## 2405              Wyoming        Ale
## 2406              Wyoming other beer
## 2407              Wyoming        Ale
## 2408              Wyoming other beer
## 2409              Wyoming        Ale
## 2410              Wyoming        Ale
lmerged_data3$Ale_Style <- ifelse(grepl("India Pale Ale|IPA", lmerged_data3$Style), "IPA", ifelse(grepl("Ale", lmerged_data3$Style) & !grepl("India Pale Ale|IPA", lmerged_data3$Style), "Ale", "other beer"))

Questions 8 part1: Budweiser would also like to investigate the difference with respect to IBU and ABV between IPAs (India Pale Ales) and other types of Ale (any beer with “Ale” in its name other than IPA). You decide to use KNN classification to investigate this relationship. Provide statistical evidence one way or the other. You can of course assume your audience is comfortable with percentages … KNN is very easy to understand conceptually.

# Use the original data without nulls to check for differences
ggplot(merged_data6, aes(x = IBU, y = ABV, color = Ale_Style)) + geom_point()

ggplot(lmerged_data3, aes(x = IBU, y = ABV, color = Ale_Style)) + geom_point()

# Filter the dataset to exclude the "beer" category
filtered_data <- subset(merged_data6, Ale_Style %in% c("Ale", "IPA"))

# Define the colors for Ale and IPA
ale_color <- "red"
ipa_color <- "blue"

# Create the scatterplot with regression lines for "Ale" and "IPA"
ggplot(filtered_data, aes(x = IBU, y = ABV, color = Ale_Style)) +
  geom_point() +
  scale_color_manual(values = c(Ale = ale_color, IPA = ipa_color)) +
  geom_smooth(method = "lm", se = FALSE, formula = y ~ x, 
              data = subset(filtered_data, Ale_Style %in% c("Ale")), color = "black") +
  geom_smooth(method = "lm", se = FALSE, formula = y ~ x, 
              data = subset(filtered_data, Ale_Style %in% c("IPA")), color = "black") +
labs(title = "The relationship of IBU to ABV by Ale Style") + 
  theme_bw()

p <- ggplot(data = merged_data6, aes(x = ABV, y = IBU, color = Ale_Style)) + geom_point(shape=1) +
   geom_smooth(method=lm, color = "black") + # add linear regression line
  labs(title = "Scatter Plots of IBU vs. ABV by Beer Style") + 
  theme_bw()
p + facet_wrap(~Ale_Style, ncol = 1)
## `geom_smooth()` using formula = 'y ~ x'

# Create separate data frames for each Ale_Style
ipa_data <- merged_data6[merged_data6$Ale_Style == "IPA", ]
ale_data <- merged_data6[merged_data6$Ale_Style == "Ale", ]
other_beer_data <- merged_data6[merged_data6$Ale_Style == "other beer", ]

# Create scatter plots with regression lines for each Ale_Style
ipa_plot <- ggplot(ipa_data, aes(x = IBU, y = ABV)) + geom_point() + geom_smooth(method = "lm") + labs(title = "India Pale Ale", x = "IBU", y = "ABV")
ale_plot <- ggplot(ale_data, aes(x = IBU, y = ABV)) + geom_point() + geom_smooth(method = "lm") + labs(title = "Ale", x = "IBU", y = "ABV")
other_beer_plot <- ggplot(other_beer_data, aes(x = IBU, y = ABV)) + geom_point() + geom_smooth(method = "lm") + labs(title = "Other Beer", x = "IBU", y = "ABV")

ipa_plot
## `geom_smooth()` using formula = 'y ~ x'

ale_plot
## `geom_smooth()` using formula = 'y ~ x'

other_beer_plot
## `geom_smooth()` using formula = 'y ~ x'

# Questions 8 part2: Budweiser would also like to investigate the difference with respect to IBU and ABV between IPAs (India Pale Ales) and other types of Ale (any beer with “Ale” in its name other than IPA). You decide to use KNN classification to investigate this relationship. Provide statistical evidence one way or the other. You can of course assume your audience is comfortable with percentages … KNN is very easy to understand conceptually.

knn_clean_data <- merged_data6 %>%
  filter(merged_data6$Ale_Style != "other beer")
knn_clean_data
##     Abbr                                        Beer_Name Beer_ID   ABV IBU
## 1     AK                                        Amber Ale    2436 0.051  63
## 2     AK                                Pleasure Town IPA    1814 0.063  70
## 3     AK                                 Kodiak Brown Ale     586 0.050  64
## 4     AK                                     Freeride APA    1921 0.053  61
## 5     AK                  Peninsula Brewers Reserve (PBR)    1187 0.050  55
## 6     AK                                  Fairweather IPA     648 0.061  46
## 7     AK                     Twister Creek India Pale Ale     947 0.065  46
## 8     AK                              Chugach Session Ale     919 0.048  40
## 9     AK                       Skilak Scottish Ale (2011)     348 0.058  36
## 10    AK                                Single Engine Red     929 0.058  36
## 11    AK                                  Sockeye Red IPA     434 0.057  24
## 12    AK                                   Polar Pale Ale     920 0.052  18
## 13    AK                              Skilak Scottish Ale    1193 0.058  17
## 14    AK                                  King Street IPA    1667 0.060  15
## 15    AK                                       Mother Ale    1159 0.056  15
## 16    AK                        Urban Wilderness Pale Ale      30 0.049  12
## 17    AK                                Sunken Island IPA     349 0.068  10
## 18    AL                         Snake Handler Double IPA     312 0.093 103
## 19    AL                                   Monkeynaut IPA     637 0.072  64
## 20    AL                                  Good People IPA     309 0.060  36
## 21    AL                   Good People American Brown Ale     308 0.058  36
## 22    AL                               Naked Pig Pale Ale    1875 0.060  30
## 23    AL                             Good People Pale Ale    1000 0.056  25
## 24    AR                                     Arkansas Red    1650 0.052  16
## 25    AZ                                      Devil’s Ale     850 0.055  60
## 26    AZ                             Barrio Tucson Blonde    1343 0.045  47
## 27    AZ            Kilt Lifter Scottish-Style Ale (2009)     179 0.060  45
## 28    AZ                                    Hop Shock IPA    1071 0.070  21
## 29    AZ                                   Lumberyard IPA     355 0.061  20
## 30    AZ                                 Supermonk I.P.A.    1299 0.065  20
## 31    AZ                      Count Hopula (Vault Series)    2063 0.091  20
## 32    AZ                        American Idiot Ale (2012)     764 0.055  20
## 33    AZ                               Devil’s Ale (2010)     285 0.055  20
## 34    AZ                                      Knotty Pine    2311 0.054  16
## 35    AZ                       Epicenter Amber Ale (2010)     124 0.055  15
## 36    AZ                             Hop Shock IPA (2010)     317 0.070   9
## 37    CA                              Blur India Pale Ale    1302 0.074  19
## 38    CA                               Hill 88 Double IPA    1893 0.088 115
## 39    CA                   Real McCoy Amber Ale (Current)      73 0.045 101
## 40    CA                                       Hop Crisis     432 0.097 100
## 41    CA                                      Chronic Ale    1457 0.049  95
## 42    CA                                       Union Jack    2463 0.075  94
## 43    CA                                     TailGate IPA     662 0.050  92
## 44    CA                              1881 California Red    1479 0.056  92
## 45    CA                   El Conquistador Extra Pale Ale    1460 0.048  88
## 46    CA                               Better Weather IPA    1641 0.094  85
## 47    CA                                    Cali Creamin'    2413 0.052  85
## 48    CA                                          Torpedo     426 0.072  85
## 49    CA                       Sprocket Blonde Ale (2006)    1735 0.050  85
## 50    CA                                          Grazias    2663 0.063  85
## 51    CA                      Monkey Paw Oatmeal Pale Ale     717 0.058  80
## 52    CA                            Saint Archer Pale Ale    1865 0.052  77
## 53    CA                               Jacaranada Rye IPA    1772 0.067  77
## 54    CA                                      Sculpin IPA    1018 0.070  75
## 55    CA                                      Mission IPA    2441 0.068  75
## 56    CA                             Wolf Among Weeds IPA    1698 0.080  75
## 57    CA                                    Manzanita IPA    1673 0.080  75
## 58    CA                                 Saint Archer IPA    1867 0.068  74
## 59    CA                           Bitter American (2011)     353 0.044  70
## 60    CA                                     TailGate IPA     663 0.050  70
## 61    CA                           Boont Amber Ale (2011)      78 0.058  70
## 62    CA                                         Groupe G    1895 0.076  66
## 63    CA                                  Boont Amber Ale    1326 0.058  65
## 64    CA                        21st Amendment IPA (2006)     799 0.070  65
## 65    CA                           Baby Daddy Session IPA    2486 0.047  65
## 66    CA                                        Westfalia    2660 0.056  65
## 67    CA                           Boont Amber Ale (2010)     811 0.058  65
## 68    CA                                     Summer Wheat    2577 0.045  60
## 69    CA                                    Back in Black     173 0.068  60
## 70    CA                                   CAPT Black IPA    1478 0.073  55
## 71    CA                                         Jucundus    2666 0.060  47
## 72    CA                                   PONTO S.I.P.A.    1589 0.045  46
## 73    CA                               Grapefruit Sculpin    2593 0.070  45
## 74    CA                                      Casinos IPA    1362 0.070  45
## 75    CA                                     Double Trunk    1561 0.099  45
## 76    CA                                  TailGate Saison    1164 0.050  44
## 77    CA                            Hop Ottin' IPA (2011)     367 0.070  44
## 78    CA                                           Oneida    2156 0.052  44
## 79    CA                          Burning Bush Smoked IPA     750 0.080  44
## 80    CA                                          Aurora     2154 0.067  42
## 81    CA                      Wolf Among Weeds IPA (2012)     749 0.080  42
## 82    CA                                         Lomaland    1495 0.055  42
## 83    CA                              Sweet Georgia Brown     719 0.054  42
## 84    CA                                    Blazing World    1492 0.065  40
## 85    CA                                  Dread Brown Ale    1683 0.054  40
## 86    CA                                          Habitus    2664 0.080  40
## 87    CA                        Dodgy Knight Imperial IPA    1229 0.080  40
## 88    CA                            South Bay Session IPA    2034 0.050  37
## 89    CA                                  Grandma's Pecan    1562 0.069  37
## 90    CA                                   Hop Ottin' IPA    1327 0.070  35
## 91    CA                     Brew Free! or Die IPA (2008)     797 0.070  35
## 92    CA                                       Giant DIPA    2002 0.089  35
## 93    CA                    Mucho Aloha Hawaiian Pale Ale     668 0.056  34
## 94    CA                             Riverwalk Blonde Ale    1672 0.060  34
## 95    CA                                              IPA    2578 0.065  30
## 96    CA             Summer Solstice Cerveza Crema (2009)     753 0.056  30
## 97    CA                           Sierra Nevada Pale Ale     400 0.056  30
## 98    CA                                 Deadicated Amber     924 0.054  28
## 99    CA                           Summer Solstice (2011)      77 0.056  28
## 100   CA                                   CAPT Black IPA     883 0.073  28
## 101   CA                                         Epic IPA      75 0.065  26
## 102   CA                           Shipwrecked Double IPA    1459 0.092  25
## 103   CA                                            Solis    2667 0.075  24
## 104   CA                                      Liberty Ale    2592 0.059  22
## 105   CA                          Terrace Hill Double IPA    1647 0.095  21
## 106   CA                                         Catch 23    1646 0.075  21
## 107   CA                              Keebarlin' Pale Ale    1818 0.042  20
## 108   CA                                     Fall Hornin'    1563 0.060  20
## 109   CA                                          Torpedo    2239 0.072  19
## 110   CA                                  Summer Solstice    1350 0.056  19
## 111   CA                                        Surfrider    2594 0.052  19
## 112   CA                              Gillespie Brown Ale    1671 0.095  17
## 113   CA                                  Bacon Brown Ale     543 0.068  17
## 114   CA                               Chaotic Double IPA    1674 0.099  17
## 115   CA                                    Lucky Day IPA    1648 0.072  17
## 116   CA                                         Villager    2658 0.063  16
## 117   CA                                             Park    2661 0.047  15
## 118   CA                     Poleeko Gold Pale Ale (2009)      76 0.055  15
## 119   CA                          1881 California Red Ale     882 0.056  15
## 120   CA                                Fortunate Islands    1494 0.047  15
## 121   CA                                   Habitus (2014)    2668 0.080  15
## 122   CA                           Big Eye India Pale Ale    1400 0.070  14
## 123   CA                                 Golden State Ale     347 0.064  13
## 124   CA                         Point the Way IPA (2012)     549 0.059  12
## 125   CA                             Full Boar Scotch Ale     647 0.074  10
## 126   CA                  Back in the Saddle Rye Pale Ale    1047 0.037   8
## 127   CA                           Sierra Nevada Pale Ale    1905 0.056   6
## 128   CA                      California Sunshine Rye IPA     730 0.071   4
## 129   CO                                 Upslope Pale Ale      80 0.058 104
## 130   CO                             All American Red Ale    1218 0.050 100
## 131   CO                   Third Eye Enlightened Pale Ale    2386 0.065 100
## 132   CO                                  Hop Abomination     881 0.066 100
## 133   CO                       5:00 O'Clock Afternoon Ale    1005 0.050 100
## 134   CO                             Pinner Throwback IPA    2302 0.049  94
## 135   CO                               Brush Creek Blonde     798 0.048  90
## 136   CO                       Firestarter India Pale Ale     633 0.066  85
## 137   CO                             Avery India Pale Ale     107 0.063  85
## 138   CO                            Live Local Golden Ale    1421 0.047  85
## 139   CO                             This Season's Blonde     597 0.056  85
## 140   CO                                          Colette    2643 0.073  83
## 141   CO                                Awry Rye Pale Ale     997 0.058  75
## 142   CO                                oSKAr the G'Rauch     992 0.085  75
## 143   CO                              Face Down Brown Ale     973 0.057  74
## 144   CO                                Euphoria Pale Ale      69 0.061  72
## 145   CO                                       Rustic Red    1268 0.052  72
## 146   CO                                  Dale's Pale Ale       1 0.065  70
## 147   CO                       Gordon Imperial Red (2010)     806 0.087  70
## 148   CO                  HGH (Home Grown Hops): Part Duh     585 0.080  68
## 149   CO                              American Red Saison    1848 0.078  68
## 150   CO                               Sanitas Saison Ale    1392 0.058  68
## 151   CO                                Sanitas Black IPA    1391 0.068  67
## 152   CO                                   Old Chub NITRO    1859 0.080  65
## 153   CO                                        Slow Ride    2475 0.045  65
## 154   CO                     Morning Wood Wheat (Current)     130 0.059  65
## 155   CO            Denver Pale Ale (Artist Series No. 1)    2650 0.050  65
## 156   CO                          All American Blonde Ale    1219 0.050  65
## 157   CO                        Fat Tire Amber Ale (2008)      71 0.052  65
## 158   CO                                  Dale's Pale Ale    1444 0.065  65
## 159   CO                                  Modus Hoperandi    1521 0.068  65
## 160   CO                            Moirai India Pale Ale    1451 0.070  65
## 161   CO                               Third Eye Pale Ale      90 0.065  65
## 162   CO                               Deviant Dale's IPA     565 0.080  65
## 163   CO                                    Perzik Saison    2546 0.064  65
## 164   CO                          Hula Hoppie Session IPA    1684 0.048  65
## 165   CO                                Upslope Brown Ale     345 0.067  65
## 166   CO                                         Old Soul    2355 0.075  65
## 167   CO                          Crank Yanker IPA (2011)     395 0.078  60
## 168   CO                                oSKAr the G'Rauch     993 0.085  58
## 169   CO                                        The Deuce     933 0.070  48
## 170   CO                          Kilt Dropper Scotch Ale    1727 0.075  46
## 171   CO                        Centennial State Pale Ale    1883 0.052  45
## 172   CO                                    One Nut Brown    1751 0.050  43
## 173   CO                       Sunshine Wheat Beer (2009)      72 0.048  42
## 174   CO                                  Dale's Pale Ale    1252 0.065  40
## 175   CO                       Firestarter India Pale Ale    2422 0.066  40
## 176   CO                                       Aprè Shred    2104 0.081  40
## 177   CO                            South Ridge Amber Ale    1057 0.060  38
## 178   CO                                Elephant Rock IPA    1384 0.070  36
## 179   CO                              Neomexicanus Native    2538 0.060  35
## 180   CO                                Gordon Ale (2009)       4 0.087  35
## 181   CO                           Hazed & Infused (2010)      81 0.049  35
## 182   CO                         Slow & Steady Golden Ale    1548 0.047  35
## 183   CO   Lee Hill Series Vol. 1 - Barrel Aged Brown Ale    2561 0.076  35
## 184   CO                             Ranger IPA (Current)     115 0.065  35
## 185   CO                              Blood Orange Saison    2560 0.060  35
## 186   CO                            Independence Pass Ale     596 0.070  35
## 187   CO                             Rail Yard Ale (2009)      84 0.052  35
## 188   CO                             Incredible Pedal IPA    1944 0.070  34
## 189   CO                                   Peach Pale Ale    2434 0.057  33
## 190   CO                     Morning Wood Wheat (Current)    2360 0.059  30
## 191   CO                                  Hoopla Pale Ale     808 0.057  30
## 192   CO                              Wynkoop Pumpkin Ale    1045 0.055  29
## 193   CO               Ferus Fluxus Wild Belgian Pale Ale    1853 0.075  28
## 194   CO                              Upslope Pumpkin Ale     906 0.077  26
## 195   CO                                Eclipse Black IPA     556 0.077  26
## 196   CO                               Trigger Blonde Ale     716 0.048  25
## 197   CO                           Over the Rail Pale Ale     711 0.057  25
## 198   CO             Lee Hill Series Vol. 2 - Wild Saison    2563 0.068  25
## 199   CO                               Fat Tire Amber Ale     563 0.052  24
## 200   CO                                           Rumble    2647 0.071  23
## 201   CO                             Thai Style White IPA    1932 0.065  23
## 202   CO                  Upslope Imperial India Pale Ale    1315 0.099  22
## 203   CO                                         Dank IPA    1224 0.065  21
## 204   CO                                   One Hit Wonder     391 0.090  21
## 205   CO                                       Ranger IPA     564 0.065  20
## 206   CO                      Farmer Wirtz India Pale Ale    1549 0.070  20
## 207   CO                                       Whitewater    2648 0.061  19
## 208   CO                        Colorojo Imperial Red Ale    1316 0.082  19
## 209   CO                              Silverback Pale Ale     145 0.055  18
## 210   CO                               Hemlock Double IPA    1762 0.095  18
## 211   CO                   Upslope Belgian Style Pale Ale     683 0.075  18
## 212   CO                                 Disconnected Red    1067 0.067  17
## 213   CO                                G'KNIGHT (12 oz.)     388 0.087  17
## 214   CO                                  Dank IPA (2012)     964 0.065  17
## 215   CO                               Fat Tire Amber Ale    1586 0.052  17
## 216   CO                                  Hazed & Infused    1395 0.049  15
## 217   CO                               GUBNA Imperial IPA       6 0.099  15
## 218   CO                                    Rail Yard Ale     807 0.052  15
## 219   CO                                        Belgorado     928 0.067  14
## 220   CO                        Fat Tire Amber Ale (2011)     748 0.052  14
## 221   CO                                  Hibernation Ale    2649 0.087  12
## 222   CO                                         Old Chub       5 0.080  10
## 223   CT                   Gandhi-Bot Double IPA (12 oz.)     320 0.088  65
## 224   CT                                    Palate Mallet    2058 0.086  85
## 225   CT                           Road 2 Ruin Double IPA    1171 0.072  11
## 226   CT                        Atlantic Amber Ale (2007)      40 0.050   6
## 227   DC                                       The Public     184 0.060 115
## 228   DC                                   The Corruption     186 0.065  80
## 229   DC                                      The Citizen     185 0.070  15
## 230   DE                              Greenville Pale Ale     433 0.055  52
## 231   FL                                People's Pale Ale     553 0.053  21
## 232   FL                                       Sugar Plum    2012 0.055  25
## 233   FL                Hopped on the High Seas (Ahtanum)    1692 0.070  35
## 234   FL                                   Miami Vice IPA    1506 0.071  82
## 235   FL                                     Jai Alai IPA     546 0.075  80
## 236   FL                                       Wild Night    1238 0.059  75
## 237   FL                   Jai Alai IPA Aged on White Oak    1141 0.075  70
## 238   FL                       Duke's Cold Nose Brown Ale    1188 0.060  65
## 239   FL  Dry-Hopped On The High Seas Caribbean-Style IPA    1694 0.070  65
## 240   FL                             Rollin Dirty Red Ale    1800 0.050  65
## 241   FL                            Old Elephant Foot IPA     544 0.070  62
## 242   FL                             Jon Boat Coastal Ale     559 0.045  60
## 243   FL                                   Rod Bender Red    2517 0.059  60
## 244   FL                           Stump Knocker Pale Ale    1240 0.056  60
## 245   FL                      Nut Sack Imperial Brown Ale    1107 0.070  55
## 246   FL                           Killer Whale Cream Ale    1568 0.055  50
## 247   FL                Hopped on the High Seas (Calypso)    1725 0.070  38
## 248   FL                                    Last Stop IPA    1801 0.072  38
## 249   FL                   Wiregrass Post-Prohibition Ale    1695 0.063  35
## 250   FL                                        Arcus IPA    2096 0.069  30
## 251   FL                             Are Wheat There Yet?    1799 0.055  28
## 252   FL                             Gator Tail Brown Ale    1507 0.053  25
## 253   FL                              Big Rod Coconut Ale    1325 0.053  25
## 254   FL                                         I-10 IPA     558 0.068  21
## 255   FL               Hopped on the High Seas (Hop #529)    1726 0.070  18
## 256   FL                                    Happening Now    2009 0.045  16
## 257   FL                                         Big Nose    1242 0.073  10
## 258   GA                                         Atalanta    2112 0.053  20
## 259   GA                               420 Extra Pale Ale    1709 0.054  25
## 260   GA                                        Lyric Ale    2113 0.065  35
## 261   GA                               Macon Progress Ale    1475 0.050  65
## 262   GA                                Macon History Ale    1008 0.055  55
## 263   GA                                   SweetWater IPA    1710 0.064  55
## 264   GA                              Tybee Island Blonde    1407 0.047  42
## 265   GA                               Savannah Brown Ale    1406 0.062  35
## 266   GA                              Watership Brown Ale    1021 0.072  17
## 267   HI                                Lemongrass Saison    1271 0.050  75
## 268   HI                                Kaua'i Golden Ale    2183 0.049  75
## 269   HI                                     Sunset Amber    2182 0.054  68
## 270   HI                                   Aloha B’ak’tun     713 0.070  42
## 271   HI                                      Tsunami IPA    2186 0.072  30
## 272   HI                               Lahaina Town Brown    1578 0.051  27
## 273   HI                              Humpback Blonde Ale    2184 0.042  24
## 274   HI                                       Mana Wheat     313 0.055  23
## 275   HI                                   Hapa Brown Ale    2181 0.064  22
## 276   HI                               Mauna Kea Pale Ale    2176 0.054  18
## 277   HI                                   Hapa Brown Ale    2180 0.064  18
## 278   HI                                  Volcano Red Ale    2177 0.052  15
## 279   HI                           Sobrehumano Palena'ole     690 0.060  12
## 280   IA                    Farmer John's Multi-Grain Ale     968 0.056  18
## 281   IA                       The Hole in Hadrian's Wall    1059 0.095  99
## 282   IA                              33 Select Brown Ale    1058 0.065  75
## 283   IA                       Dirty Blonde Chocolate Ale    1275 0.048  48
## 284   IA                           Great River Golden Ale    1446 0.048  36
## 285   IA                               Boji Blue Pale Ale     602 0.050  30
## 286   IA                      Midwest Charm Farmhouse Ale     603 0.060  30
## 287   IA                               Barrel Aged Farmer    1574 0.070  29
## 288   IA                        Owney Irish Style Red Ale    1064 0.050  26
## 289   IA 40th Annual Bix Street Fest Copper Ale (Current)     517 0.048  25
## 290   IA                                     Big Cock IPA     540 0.070  24
## 291   IA                              483 Pale Ale (2010)     190 0.053  22
## 292   IA                                 Farmer Brown Ale     655 0.070  21
## 293   IA                        Roller Dam Red Ale (2010)     189 0.054  20
## 294   IA                                     483 Pale Ale     863 0.053   5
## 295   ID                     Initial Point India Pale Ale    1609 0.071  75
## 296   ID                                    Galena Golden    1152 0.043  73
## 297   ID                               Rodeo Rye Pale Ale    1805 0.042  17
## 298   ID                                Iron Butt Red Ale    1792 0.058 100
## 299   ID                                 Dagger Falls IPA     879 0.063 100
## 300   ID                          Hopnoxious Imperial IPA    1447 0.079  90
## 301   ID                              Rusty Nail Pale Ale    1104 0.056  35
## 302   ID                                       Outlaw IPA    1048 0.062  35
## 303   ID                                 Dagger Falls IPA    1595 0.063  32
## 304   ID                       Double Dagger Imperial IPA    1655 0.092  25
## 305   ID                         Aviator Raspberry Blonde    2293 0.049  12
## 306   ID                        Boise Co-Op Two Score Ale    1424 0.055   9
## 307   IL                            Hobnob B & B Pale Ale    1040 0.065 100
## 308   IL                                       Alley Time    1634 0.060 100
## 309   IL                    Wild Onion Pumpkin Ale (2010)     334 0.045  80
## 310   IL                          Working for the Weekend    2135 0.079  76
## 311   IL                                           Mazzie    2553 0.054  72
## 312   IL                                      Pumpkin Ale    1618 0.045  69
## 313   IL                                    Cane and Ebel     861 0.070  55
## 314   IL                             Blood of the Unicorn    2559 0.065  45
## 315   IL                                      Sobek & Set    1664 0.080  43
## 316   IL                                      Phat Chance     971 0.052  43
## 317   IL                          Bitter Biker Double IPA    1821 0.096  41
## 318   IL                          Abbey's Single (2015- )    2505 0.049  40
## 319   IL                       Wet Hot American Wheat Ale    1662 0.050  36
## 320   IL                                   Disco Superfly    2534 0.080  30
## 321   IL                                       Vertex IPA    2025 0.063  30
## 322   IL                                         Over Ale     352 0.060  28
## 323   IL                            Daisy Cutter Pale Ale     148 0.052  27
## 324   IL                      Goose Island India Pale Ale    2198 0.059  25
## 325   IL                                   Painted Turtle    2552 0.045  23
## 326   IL                               312 Urban Pale Ale    2457 0.054  22
## 327   IL                     Abbey's Single Ale (Current)    1887 0.049  22
## 328   IL                                   A Little Crazy    1133 0.068  18
## 329   IL                                        Fist City    2576 0.055  17
## 330   IL                              Big Bowl Blonde Ale    1364 0.050  16
## 331   IL                          Sidekick Extra Pale Ale    1121 0.051  15
## 332   IL                                   Threadless IPA     481 0.075  14
## 333   IL                             En Parfaite Harmonie    2531 0.065  13
## 334   IL                                       Galaxy IPA    2585 0.075  12
## 335   IL                                     Spiteful IPA    1819 0.062   8
## 336   IN                                        Lucky Dog    2430 0.052  10
## 337   IN                            Hinchtown Hammer Down    2284 0.050  40
## 338   IN                                   Half Cycle IPA    1610 0.060 104
## 339   IN                                   Half Court IPA    1786 0.063  90
## 340   IN                                    Floyd's Folly    1787 0.080  90
## 341   IN                              Fistful Of Hops Red    2001 0.064  77
## 342   IN                                     Pale Alement    2478 0.055  75
## 343   IN                             Fistful Of Hops Blue    1999 0.064  75
## 344   IN                            Regional Ring Of Fire    2098 0.073  75
## 345   IN                                     Bitter Bitch    1979 0.061  75
## 346   IN                   Grapefruit Jungle (GFJ) (2011)     532 0.075  65
## 347   IN                                Wee Muckle (2011)     584 0.090  65
## 348   IN                                      Devil's Cup    2265 0.066  64
## 349   IN                                          Tribute    2609 0.058  62
## 350   IN                             Port Barrel Wee Mac     2081 0.053  60
## 351   IN                                 Hopkick Dropkick    2471 0.099  60
## 352   IN                           Fistful of Hops Orange    2000 0.063  60
## 353   IN                                       Englishman    2016 0.045  60
## 354   IN                                        Barn Yeti    2220 0.090  58
## 355   IN                                      Citra Faced    2617 0.055  55
## 356   IN                               Great Crescent IPA    1701 0.062  50
## 357   IN                                         Thai.p.a    2618 0.070  50
## 358   IN                                        Scarecrow    2219 0.069  50
## 359   IN                                          Ironman    2218 0.090  50
## 360   IN                                     Black Beer'd    2607 0.068  50
## 361   IN                                     Pale Alement    2054 0.055  37
## 362   IN                                       Wee Muckle    1656 0.090  36
## 363   IN                                       Garce Selé    2097 0.069  36
## 364   IN                                            Chaka     660 0.080  36
## 365   IN                                 Copperhead Amber    2216 0.052  35
## 366   IN                            Lost River Blonde Ale    1789 0.049  33
## 367   IN                                         Sinister    2263 0.090  33
## 368   IN                                 PV Muckle (2013)    2084 0.083  31
## 369   IN                 Great Crescent Blonde Ale (2011)     389 0.053  30
## 370   IN Bourbon Barrel Batch 666: Sympathy for the Devil    2083 0.099  30
## 371   IN                           Bourbon Barrel Wee Mac    1127 0.054  30
## 372   IN                                  Troll Destroyer    1980 0.085  30
## 373   IN                               T-6 Red Ale (2004)     780 0.047  27
## 374   IN                                         The 26th    2611 0.060  27
## 375   IN                                    Father's Beer    2612 0.050  26
## 376   IN                                       Whip Fight    2082 0.090  25
## 377   IN                        Great Crescent IPA (2011)     436 0.062  24
## 378   IN                             Campside Session IPA    2190 0.045  24
## 379   IN                          Great Crescent Mild Ale     439 0.042  23
## 380   IN                              Rise of the Phoenix    2264 0.071  23
## 381   IN                    Hop Up Offa That Brett (2014)    2085 0.058  23
## 382   IN                                             Isis     651 0.091  23
## 383   IN                            Fistful of Hops Green    1996 0.064  23
## 384   IN                                             Pale    2615 0.054  23
## 385   IN                                    Dragonfly IPA    1950 0.060  20
## 386   IN                          Grapefruit Jungle (GFJ)    1420 0.075  20
## 387   IN                                         Java Mac    2215 0.054  18
## 388   IN                                       The Gadget    2610 0.064  18
## 389   IN                                  Osiris Pale Ale    1389 0.056  12
## 390   KS                          Wild Plum Farmhouse Ale    1196 0.056 110
## 391   KS                                Annie's Amber Ale      96 0.055  93
## 392   KS                           Tonganoxie Honey Wheat     824 0.044  93
## 393   KS                                Tallgrass Pub Ale    1009 0.044  60
## 394   KS                  Thrasher Session India Pale Ale    1886 0.045  35
## 395   KS                                    Tallgrass Ale     103 0.044  20
## 396   KS                                   8-Bit Pale Ale     595 0.052  20
## 397   KS                                     Oasis (2010)     104 0.072  20
## 398   KS                                        Ethos IPA    1017 0.068  20
## 399   KS                              Ginger Peach Saison    2555 0.048  20
## 400   KS                     Gutch English Style Mild Ale    1885 0.050  16
## 401   KS                         Halcyon Unfiltered Wheat     412 0.050  16
## 402   KY                                     Kentucky IPA    1149 0.065  45
## 403   KY                                   Kamen Knuddeln    2676 0.065  80
## 404   KY                                         Sho'nuff    2680 0.040  68
## 405   KY                                    Flesh Gourd'n    2681 0.066  65
## 406   KY                                 Coq de la Marche    2677 0.051  42
## 407   KY                             West Sixth Amber Ale    1069 0.055  38
## 408   KY                                   Citra Ass Down    2540 0.082  25
## 409   KY                                           A Beer    2683 0.042  25
## 410   KY                                   Citra Ass Down    2686 0.080  21
## 411   KY                                   The Brown Note    2539 0.050  20
## 412   LA                                   Juke Joint IPA    1755 0.070  48
## 413   LA                                 Rebirth Pale Ale    2272 0.050  41
## 414   LA                                  NOLA Blonde Ale     484 0.049  22
## 415   LA                              Tin Roof Blonde Ale     529 0.045  49
## 416   LA                                      Jockamo IPA     516 0.065  35
## 417   LA                              Turnrow Harvest Ale    2321 0.055  28
## 418   LA                                    MechaHopzilla    1114 0.088  21
## 419   LA                                Perfect Tin Amber     494 0.045  13
## 420   MA                                        Rebel IPA    1629 0.065  13
## 421   MA                             Left of the Dial IPA    1917 0.043  40
## 422   MA                                   Pumple Drumkin    1365 0.060 130
## 423   MA                        Steel Rail Extra Pale Ale    1317 0.053  85
## 424   MA                                   Blue Boots IPA    1854 0.069  85
## 425   MA                                     Back Bay IPA    2420 0.068  80
## 426   MA                          The Long Thaw White IPA    1653 0.062  80
## 427   MA                                      Big Elm IPA    1003 0.070  69
## 428   MA                                    Wachusett IPA    1844 0.056  65
## 429   MA                                  Fisherman's IPA    2066 0.055  55
## 430   MA                                 Fisherman's Brew    2064 0.055  55
## 431   MA                              Wachusett Light IPA    1846 0.040  50
## 432   MA                          Quarter Mile Double IPA    1812 0.080  45
## 433   MA                               Harpoon IPA (2012)     770 0.059  42
## 434   MA                              Banner American Ale    1643 0.035  42
## 435   MA                                        UFO White     610 0.048  37
## 436   MA                               Harpoon IPA (2010)     126 0.059  30
## 437   MA                                     Be Hoppy IPA    1697 0.065  30
## 438   MA                           Imperial Pumpkin Stout    2068 0.099  28
## 439   MA                                 Wachusett Summer    1038 0.047  28
## 440   MA                                 Country Pale Ale    1030 0.051  20
## 441   MA                         Fenway American Pale Ale    2423 0.058  20
## 442   MA                            Whale's Tale Pale Ale      56 0.056  20
## 443   MA                       Wachusett Light IPA (2013)    1029 0.040  18
## 444   MA                                 Green Monsta IPA     618 0.060  17
## 445   MA                                          Pumpkan     908 0.052  15
## 446   MA                               Larry Imperial IPA    1418 0.085  10
## 447   MA                              Archer's Ale (2004)     738 0.050  10
## 448   MA                                       Summer Ale    2376 0.049  10
## 449   MA                                   Indie Pale Ale     656 0.065   8
## 450   MD                                   Double Duckpin    2507 0.085  55
## 451   MD                               Suicide Blonde IPA    2514 0.070  18
## 452   MD                                        Classique    1344 0.045  60
## 453   MD                                         Brontide    1631 0.050  45
## 454   MD                                     Loose Cannon     990 0.072  30
## 455   MD                                             Ozzy    1079 0.073  28
## 456   MD                                 Duckpin Pale Ale     829 0.055  25
## 457   MD                              Welcome to Scoville    2408 0.069  10
## 458   ME                                  Pumpkinhead Ale     814 0.047  35
## 459   ME                               Summer Session Ale    1930 0.050 108
## 460   ME                                    Toughcats IPA    1783 0.072  69
## 461   ME                                     Tug Pale Ale    1717 0.050  65
## 462   ME                                 Geary's Pale Ale    1763 0.045  61
## 463   ME                       Ace Hole American Pale Ale    1516 0.063  35
## 464   ME                        Celsius Summer Ale (2012)     707 0.047  28
## 465   MI                                       Undertaker    1977 0.067  18
## 466   MI                                             Mela    2091 0.062  15
## 467   MI                                   Grapefruit IPA    2628 0.050  35
## 468   MI                                    Grand Rabbits    1480 0.055  15
## 469   MI                                           Ryecoe    2469 0.062  20
## 470   MI                                            Paris    2481 0.090  20
## 471   MI                                   Centennial IPA    1565 0.072  12
## 472   MI                                          IPA #11    2380 0.057  32
## 473   MI                                         I.P. Eh!    2493 0.068  30
## 474   MI                                         Solitude     385 0.060 115
## 475   MI                                        Honey Lav    1953 0.052  74
## 476   MI                                           Kludde     627 0.085  65
## 477   MI                                     Mr. Blue Sky    2375 0.045  65
## 478   MI                                   Le Flaneur Ale    1785 0.073  58
## 479   MI                                  Tropical Saison    2500 0.065  55
## 480   MI                               North 45 Amber Ale    1404 0.059  55
## 481   MI                                     Black Rabbit    1267 0.050  51
## 482   MI                                       Psychopomp    2416 0.062  42
## 483   MI                                        Nordskye     2634 0.048  35
## 484   MI                            Edward’s Portly Brown    2626 0.045  35
## 485   MI                                      Tree Bucket    1947 0.093  30
## 486   MI                                        Farm Hand     387 0.055  20
## 487   MI                               Linnaeus Mango IPA    2597 0.060  18
## 488   MI                           Norm's Raggedy Ass IPA    2139 0.075  17
## 489   MI                             Trebuchet Double IPA    1443 0.093  15
## 490   MI                                           Zaison    1266 0.090  12
## 491   MI                         10 Degrees of Separation    2491 0.055  12
## 492   MI                                     Train Hopper    2627 0.058  11
## 493   MI                                  Cornerstone IPA     158 0.070  11
## 494   MI                            Oval Beach Blonde Ale    1477 0.050  10
## 495   MI                          Northern Hawk Owl Amber    1278 0.058  10
## 496   MI                                Schoolhouse Honey    2492 0.050   8
## 497   MI                                      Two Hearted    1988 0.070   6
## 498   MN                                  Let It Ride IPA    1903 0.068  40
## 499   MN                                           BLAKKR    1739 0.099 120
## 500   MN                                       Wall's End    2690 0.048  99
## 501   MN                                 Todd the Axe Man    2543 0.072  87
## 502   MN                                  Rise to the Top    1780 0.041  85
## 503   MN                           Shenanigans Summer Ale    1115 0.046  80
## 504   MN                           Unchained #18 Hop Silo    2415 0.083  76
## 505   MN                                   Midnight Ryder     729 0.065  70
## 506   MN                                    Coffee Bender      17 0.051  69
## 507   MN                                           Bender      16 0.051  68
## 508   MN                             Lost Trout Brown Ale    1779 0.049  55
## 509   MN                                 Jack Pine Savage    1257 0.053  48
## 510   MN                                          Pumpion    2689 0.060  47
## 511   MN                                   Extra Pale Ale    2352 0.053  45
## 512   MN                             Bad Axe Imperial IPA    1255 0.098  45
## 513   MN                           Uber Lupin Schwarz IPA    2557 0.083  45
## 514   MN                                         Sky-Five    1965 0.067  43
## 515   MN                                    Nordic Blonde    2556 0.057  40
## 516   MN                                       Cold Press    2496 0.060  38
## 517   MN                                         CynicAle      13 0.067  38
## 518   MN                                    Bark Bite IPA     985 0.066  35
## 519   MN                                 Preservation IPA    1026 0.068  34
## 520   MN                            Bent Paddle Black Ale    1261 0.060  32
## 521   MN                               Harness the Winter    2410 0.072  30
## 522   MN                                          Furious      12 0.062  30
## 523   MN                                     Abrasive Ale      15 0.097  28
## 524   MN                                     Get Together    2692 0.045  25
## 525   MN                              Hopvale Organic Ale    2473 0.047  22
## 526   MN                                   Hunny Do Wheat    2347 0.048  20
## 527   MN                                             Moar    2558 0.044  19
## 528   MN                               Three Way Pale Ale    1781 0.052  18
## 529   MN                              Bent Hop Golden IPA    1901 0.062  10
## 530   MO                                 Blackberry Wheat    2459 0.048  80
## 531   MO                                Masked Bandit IPA    1540 0.070  70
## 532   MO                                   Float Trip Ale    1335 0.045  66
## 533   MO                                      Honey Wheat    1052 0.047  65
## 534   MO                          McKinney Eddy Amber Ale     521 0.055  45
## 535   MO                                          Towhead    2237 0.052  30
## 536   MO                                        Send Help    2544 0.045  28
## 537   MO                                   O’Malley’s IPA    2343 0.075  28
## 538   MO                     Missouri Mule India Pale Ale     479 0.070  25
## 539   MO                                    Drop Kick Ale    2340 0.052  24
## 540   MO                                     Schlafly IPA    1078 0.045  24
## 541   MO                               Black Walnut Wheat     846 0.045  24
## 542   MO                                      Lil' Helper    2208 0.070  21
## 543   MO                                      Resurrected    2285 0.065  20
## 544   MO                                    Heavy Lifting    2596 0.062  18
## 545   MO                        Schlafly Yakima Wheat Ale    1324 0.050  18
## 546   MO                      Schlafly American Brown Ale    1077 0.050  16
## 547   MO                                      Divided Sky    2286 0.065  14
## 548   MO                          Cast Iron Oatmeal Brown    2324 0.055  11
## 549   MS                             Mississippi Fire Ant    1745 0.080  80
## 550   MS                          Suzy B Dirty Blonde Ale    2296 0.050  72
## 551   MS                   Devil's Harvest Extra Pale Ale    2297 0.058  65
## 552   MS                                          Pub Ale    2033 0.038  60
## 553   MS                                 Ballistic Blonde    2032 0.051  45
## 554   MS                   Devil's Harvest Extra Pale Ale    1117 0.058  40
## 555   MS                      Sinister Minister Black IPA    2346 0.077  20
## 556   MS                          Suzy B Dirty Blonde Ale    1118 0.050  20
## 557   MS                           2014 IPA Cicada Series    2362 0.075  18
## 558   MT                          Lewis & Clark Amber Ale     473 0.050  15
## 559   MT                              Yard Sale Amber Ale    1432 0.056  45
## 560   MT                           Double Haul IPA (2006)     758 0.065  80
## 561   MT                               Bozone HopZone IPA    1289 0.070  65
## 562   MT                       Scape Goat Pale Ale (2010)     159 0.050  65
## 563   MT                     Moose Drool Brown Ale (2009)      34 0.051  65
## 564   MT                           Double Haul IPA (2009)     759 0.065  60
## 565   MT                                     Sawtooth Ale    1411 0.054  52
## 566   MT                                Hat Trick Hop IPA    1433 0.068  52
## 567   MT                          Powder Hound Winter Ale    1456 0.072  40
## 568   MT                          Bozone Select Amber Ale     470 0.055  40
## 569   MT                                   Tumbleweed IPA     474 0.057  35
## 570   MT                               Big Sky IPA (2012)     579 0.062  35
## 571   MT                                Eddy Out Pale Ale      87 0.055  35
## 572   MT                                  Blown Out Brown    1441 0.052  26
## 573   MT                        Back Country Scottish Ale     471 0.057  25
## 574   MT                                  Double Haul IPA      86 0.065  15
## 575   MT                  Montana Trout Slayer Ale (2009)      35 0.050  15
## 576   MT                                   Single Hop Ale    1413 0.063  11
## 577   NC                       Carolina Lighthouse (2007)     784 0.040  35
## 578   NC                          Hog Wild India Pale Ale     705 0.067  20
## 579   NC                               Deviant Dale's IPA    1328 0.080  65
## 580   NC                                  Pisgah Pale Ale    1759 0.057  50
## 581   NC                             Trail Maker Pale Ale    1251 0.065  60
## 582   NC                                  Dale's Pale Ale    1166 0.065  85
## 583   NC                                        Mad Beach    1228 0.048  80
## 584   NC                              Honey Badger Blonde    2510 0.047  75
## 585   NC                              Peacemaker Pale Ale    2329 0.057  73
## 586   NC                                    Pumpkin Beast    1620 0.062  69
## 587   NC                             Second Wind Pale Ale     419 0.050  65
## 588   NC                                     Flagship IPA     530 0.057  65
## 589   NC                                        Long Leaf    2511 0.071  51
## 590   NC                                      Jam Session    1622 0.051  47
## 591   NC                         Firewater India Pale Ale     507 0.052  41
## 592   NC                          Wee-Heavy-Er Scotch Ale    1260 0.070  31
## 593   NC                      Triangle Belgian Golden Ale     113 0.080  31
## 594   NC                             Hop Drop 'N Roll IPA    1621 0.072  30
## 595   NC                     Carolina Blonde Light (2005)     782 0.035  27
## 596   NC                                Jalapeno Pale Ale    2508 0.055  23
## 597   NC                         Firewater India Pale Ale    1743 0.052  22
## 598   NC                           Farmer Ted's Cream Ale    1744 0.056  17
## 599   ND                                Stone's Throw IPA    1435 0.045  70
## 600   ND                              Iron Horse Pale Ale    1722 0.050  32
## 601   ND                      Wood Chipper India Pale Ale    1434 0.067  19
## 602   NE                                       Monkadelic    2236 0.042  70
## 603   NE                                Cardinal Pale Ale    1145 0.057 100
## 604   NE                             Brewerhood Brown Ale    1321 0.055  65
## 605   NE                                  Wick For Brains    1705 0.061  37
## 606   NE                                 834 Happy As Ale     611 0.046  37
## 607   NE            543 Skull Creek Fresh Hopped Pale Ale     937 0.045  15
## 608   NH                             Boneshaker Brown Ale     337 0.055  30
## 609   NJ                                            077XX    1940 0.078  80
## 610   NJ                                        Boat Beer    1439 0.042  65
## 611   NJ                                1916 Shore Shiver    2110 0.069  30
## 612   NJ                                          Epitome    2094 0.099  18
## 613   NJ                                      Longhop IPA    1891 0.042   9
## 614   NM                            Marble India Pale Ale     845 0.062  55
## 615   NM                                 Happy Camper IPA     217 0.066  26
## 616   NM                                        Saison 88    1519 0.055  25
## 617   NM                                        Black IPA     967 0.071 100
## 618   NM                             Farmer's Tan Red Ale    1936 0.060  95
## 619   NM                                     Elevated IPA     664 0.072  30
## 620   NM                                      Almanac IPA    1938 0.062  30
## 621   NV                Tour de Nez Belgian IPA (Current)     538 0.080  90
## 622   NV                        Black Adder IBA (Current)     383 0.073  50
## 623   NV                             Hop Box Imperial IPA     468 0.093  15
## 624   NV                         Fox Tail Gluten Free Ale     469 0.050  15
## 625   NY                                    Bengali Tiger    1385 0.064  18
## 626   NY                             Blue Point White IPA     692 0.060 103
## 627   NY                                   Upstate I.P.W.     381 0.065  74
## 628   NY                                       Brownstone     778 0.059  70
## 629   NY                                   Bronx Pale Ale    1037 0.063  69
## 630   NY                                     Sweet Action    1387 0.052  69
## 631   NY                  Hipster Ale (Two Roads Brewing)    1287 0.055  64
## 632   NY                                    Global Warmer    1608 0.070  62
## 633   NY                                    Sensi Harvest    1962 0.047  62
## 634   NY                                          Bengali    2090 0.065  62
## 635   NY                 Common Sense Kentucky Common Ale     382 0.053  60
## 636   NY                                         8 Barrel    2080 0.080  57
## 637   NY                         Dundee Summer Wheat Beer     457 0.045  52
## 638   NY                                           Apollo     630 0.052  50
## 639   NY                       Brooklyn Summer Ale (2011)     328 0.045  50
## 640   NY                             Bronx Black Pale Ale    1747 0.057  49
## 641   NY                                            Resin     628 0.091  47
## 642   NY                                        Harbinger     629 0.049  47
## 643   NY                                           Hi-Res    1696 0.099  47
## 644   NY                     Autumnation (2011-12) (2011)     512 0.060  40
## 645   NY                             Blueberry Blonde Ale     773 0.050  35
## 646   NY                             KelSo India Pale Ale    1572 0.060  35
## 647   NY                               Montauk Summer Ale    1907 0.056  34
## 648   NY                        Saranac Pale Ale (12 oz.)     150 0.055  34
## 649   NY                                      Bikini Beer    1286 0.027  28
## 650   NY                              Brooklyn Summer Ale     756 0.045  23
## 651   NY                              East India Pale Ale     566 0.068  16
## 652   NY                             Bengali Tiger (2011)     422 0.064  11
## 653   NY                              Sweet Action (2011)     424 0.052   7
## 654   OH                                      Happy Amber    1124 0.060  33
## 655   OH                                         Hop Ryot    2363 0.065 120
## 656   OH                              Seiche Scottish Ale    1881 0.078  23
## 657   OH                                      Psychopathy    1126 0.069 126
## 658   OH                                      Galaxy High    2454 0.099  80
## 659   OH                    Humulus Nimbus Super Pale Ale    1766 0.060  75
## 660   OH                                     Gnarly Brown    1125 0.070  70
## 661   OH                        Hop Stalker Fresh Hop IPA    2088 0.070  67
## 662   OH                                       Trail Head    2089 0.063  60
## 663   OH                                              Dad    2132 0.060  55
## 664   OH                                         Lil SIPA    1771 0.050  55
## 665   OH                                            SPRYE    1815 0.050  45
## 666   OH                                           Hustle    2452 0.057  42
## 667   OH                     Seventh Son of a Seventh Son    2250 0.077  42
## 668   OH                          Hop Bomber Rye Pale Ale    1654 0.055  35
## 669   OH                                       Flyin' Rye    2221 0.070  32
## 670   OH                                          Ermal's    2223 0.054  30
## 671   OH                       Seventh Son Hopped Red Ale    1767 0.077  25
## 672   OH                                      Sol Drifter    2209 0.043  21
## 673   OH                                        Pure Fury    2451 0.055  20
## 674   OH                  Bay of Bengal Double IPA (2014)    2440 0.089  20
## 675   OH                                     Self Starter    2450 0.052  11
## 676   OK                               Horny Toad Cerveza    2214 0.053  26
## 677   OK                                       Golden One    2207 0.068  74
## 678   OK                         Dead Armadillo Amber Ale    1746 0.063 100
## 679   OK                               Mustang Golden Ale     421 0.053  80
## 680   OK                        Horny Toad Cerveza (2013)     169 0.053  37
## 681   OK                                       12th Round    1577 0.076  25
## 682   OK                                    RoughTail IPA    1576 0.070  10
## 683   OK                                           F5 IPA    1442 0.068   9
## 684   OR                        Bitter Bitch Imperial IPA     980 0.082  50
## 685   OR                                     Hopworks IPA    2199 0.066 105
## 686   OR                            Abominable Winter Ale    2193 0.073 103
## 687   OR                             Mjolnir Imperial IPA     682 0.069  94
## 688   OR                            Fearless Scottish Ale     112 0.050  94
## 689   OR                                     Java the Hop    1803 0.065  90
## 690   OR                                  Nonstop Hef Hop    2392 0.039  90
## 691   OR                                  Nonstop Hef Hop    2391 0.039  86
## 692   OR                                       Worthy IPA    2194 0.069  75
## 693   OR                                     Loki Red Ale    2191 0.075  75
## 694   OR                                Worthy IPA (2013)    1512 0.069  70
## 695   OR                    Quaff India Style Session Ale    1022 0.051  70
## 696   OR                              Loki Red Ale (2013)     895 0.075  70
## 697   OR                                  Nonstop Hef Hop    2395 0.039  70
## 698   OR                                  Nonstop Hef Hop    2394 0.039  70
## 699   OR                                  Nonstop Hef Hop    2393 0.039  70
## 700   OR                             Sweet As Pacific Ale    1108 0.060  69
## 701   OR       Old Grogham Imperial India Pale Ale (2012)     747 0.085  69
## 702   OR                                  Nonstop Hef Hop    2390 0.039  65
## 703   OR                                  Nonstop Hef Hop    2389 0.039  62
## 704   OR                                  Nonstop Hef Hop    2396 0.039  55
## 705   OR                               Rise-Up Red (2014)    1085 0.058  55
## 706   OR                                     The Optimist    2171 0.062  55
## 707   OR                              Suicide Squeeze IPA    1911 0.045  55
## 708   OR                                    Descender IPA    1109 0.070  55
## 709   OR              Old Grogham Imperial India Pale Ale    1265 0.085  55
## 710   OR                                 3-Way IPA (2013)    1515 0.067  55
## 711   OR                        Tender Loving Empire NWPA    1214 0.058  53
## 712   OR                                      Rise Up Red    2388 0.058  53
## 713   OR                         Sunrise Oatmeal Pale Ale     562 0.055  50
## 714   OR             Lights Out Vanilla Cream Extra Stout    1513 0.077  40
## 715   OR                      Pigwar White India Pale Ale    1398 0.060  40
## 716   OR                                        Quick WIT    2172 0.052  40
## 717   OR                          Caldera Pale Ale (2005)     789 0.056  36
## 718   OR            Mac's Scottish Style Amber Ale (2000)     961 0.051  35
## 719   OR                            Alphadelic IPA (2011)     499 0.065  35
## 720   OR                           Double D Blonde (2011)     498 0.049  35
## 721   OR                                Knotty Blonde Ale    2319 0.040  32
## 722   OR                                      Worthy Pale    1511 0.060  30
## 723   OR                                       Vortex IPA     318 0.074  30
## 724   OR                                    Watershed IPA    2331 0.067  27
## 725   OR                          Caldera Pale Ale (2009)     790 0.056  25
## 726   OR                               Oakshire Amber Ale    1669 0.054  24
## 727   OR                                Hoodoo Voodoo IPA    2316 0.062  24
## 728   OR                                  Nonstop Hef Hop    2397 0.039  22
## 729   OR                          CuDa Cascadian Dark Ale    1536 0.074  21
## 730   OR                   CuDa Cascadian Dark Ale (2012)     746 0.074  20
## 731   OR                                      Proxima IPA    1543 0.063  20
## 732   OR                          Undun Blonde Ale (2012)     654 0.053  20
## 733   OR                              Festeroo Winter Ale    1605 0.078  20
## 734   OR                 Mac's Highlander Pale Ale (2000)     962 0.050  20
## 735   OR                               Cascadian Dark Ale    1393 0.060  20
## 736   OR                         Rogue American Amber Ale    1860 0.051  20
## 737   OR                                 Undun Blonde Ale    1537 0.053  20
## 738   OR                                   Alphadelic IPA    1353 0.065  20
## 739   OR                           Double D Blonde (2013)    1390 0.049  20
## 740   OR                             Watershed IPA (2013)     999 0.067  20
## 741   OR                         Mountain Rescue Pale Ale    2205 0.055  20
## 742   OR                                  Nonstop Hef Hop    2398 0.039  20
## 743   OR                          Caldera Pale Ale (2010)     791 0.056  20
## 744   OR                                  Nonstop Hef Hop    2399 0.039  18
## 745   OR                                 Wheat the People     893 0.044  16
## 746   OR                             Mirror Pond Pale Ale    1210 0.050  14
## 747   OR                               Caldera IPA (2007)     792 0.061  13
## 748   OR                                  Nonstop Hef Hop    2400 0.039  13
## 749   PA                                 Phoenix Pale Ale      20 0.051  25
## 750   PA                                     Hop Farm IPA    1833 0.058 113
## 751   PA                             Seven Gates Pale Ale    1587 0.056 100
## 752   PA                             Odyssey Imperial IPA     894 0.084  95
## 753   PA                                          Sundown    2304 0.071  90
## 754   PA                                    Homefront IPA    2305 0.060  85
## 755   PA                                      Madra Allta    1675 0.064  85
## 756   PA                                     Mango Ginger    2299 0.058  70
## 757   PA                                     Overbite IPA     891 0.075  65
## 758   PA                           Fear of a Brett Planet    2053 0.051  44
## 759   PA                                             1492    2300 0.065  31
## 760   PA                                    Nugget Nectar    2444 0.075  30
## 761   PA                              360° India Pale Ale    1211 0.062  30
## 762   PA                                        Provision    1835 0.042  28
## 763   PA                              Dreamin' Double IPA    1334 0.085  25
## 764   PA                                  T-Rail Pale Ale     509 0.055  25
## 765   PA                                  Endless Sun Ale    1381 0.045  25
## 766   PA                                 Irregardless IPA    1686 0.065  23
## 767   PA                        Endless Summer Ale (2011)     508 0.048  21
## 768   PA                          Duluchan India Pale Ale    1249 0.056  20
## 769   PA                                      Better Half    1611 0.068  20
## 770   PA                                          Jah Mon    2579 0.050  18
## 771   PA                                  Old Wylie's IPA    1099 0.062  16
## 772   PA                                  County Line IPA    1758 0.066  14
## 773   PA                            Old Forge Pumpkin Ale    1394 0.046  13
## 774   RI                              Hurricane Amber Ale     120 0.052  75
## 775   RI                                     Flagship Ale     631 0.049  69
## 776   RI                  Bring Back the Beach Blonde Ale    1185 0.055  54
## 777   RI                          Narragansett Summer Ale     403 0.042  35
## 778   RI                                Newport Storm IPA    2437 0.065  30
## 779   RI                   La Ferme Urbaine Farmhouse Ale    1899 0.078  24
## 780   RI                      Flying Jenny Extra Pale Ale    1505 0.060  22
## 781   RI                               Captain's Daughter    2044 0.085  22
## 782   RI                          Narragansett Summer Ale    1093 0.042  15
## 783   RI                     Barstool American Golden Ale     981 0.045  11
## 784   SC                                    Westbrook IPA     575 0.068  80
## 785   SC                                         Rye Knot    2656 0.062  65
## 786   SC                                    Nut Brown Ale     646 0.054  30
## 787   SC                                    Golden Fleece    2031 0.045   5
## 788   SD                                    11th Hour IPA     271 0.060  10
## 789   SD                        Red Water Irish Style Red    2145 0.065  25
## 790   TN                                      Thunder Ann    1793 0.055  61
## 791   TN                            Ananda India Pale Ale    1470 0.062  55
## 792   TN                                         Tarasque    2047 0.059  32
## 793   TN                                  House Brand IPA     632 0.060  23
## 794   TX                                       Gone A-Rye    2600 0.085  27
## 795   TX                                       Chupahopra    2458 0.075 118
## 796   TX                                   The Green Room    2372 0.060 110
## 797   TX                         Weekend Warrior Pale Ale    1557 0.055 110
## 798   TX                                        Slow Ride    2069 0.048 100
## 799   TX                                  6 String Saison    1970 0.080 100
## 800   TX                              Four Squared (2015)    1086 0.060  90
## 801   TX                                      Battle LIne    2118 0.063  85
## 802   TX                                   Terlingua Gold    1154 0.060  75
## 803   TX                                           Brutus    2116 0.071  70
## 804   TX                                       Local Buzz    1872 0.052  70
## 805   TX                         Dream Crusher Double IPA    2166 0.085  69
## 806   TX                                   Rubberneck Red    2197 0.050  63
## 807   TX                                 Bombshell Blonde      44 0.050  52
## 808   TX                                         Original    2523 0.068  50
## 809   TX                                   Fire Eagle IPA     343 0.062  50
## 810   TX                          The Sword Iron Swan Ale    1290 0.059  50
## 811   TX                               Pine Belt Pale Ale    2387 0.065  47
## 812   TX                                  The Lawn Ranger    1050 0.050  40
## 813   TX                                             1836    2125 0.060  40
## 814   TX                                 Bombshell Blonde     856 0.050  40
## 815   TX                                       Soul Doubt    2521 0.059  40
## 816   TX                                      Dankosaurus    2052 0.068  35
## 817   TX                                    Farmhouse Wit    1202 0.048  35
## 818   TX                             Oak Cliff Coffee Ale    2251 0.075  35
## 819   TX                               The Imperial Texan    1234 0.080  35
## 820   TX                 Pete's Wicked Summer Brew (1995)    1061 0.047  35
## 821   TX                                        Texicali     2526 0.065  30
## 822   TX                    Firemans #4 Blonde Ale (2013)    1718 0.051  26
## 823   TX                             Texas Pale Ale (TPA)    1971 0.055  25
## 824   TX                               The Imperial Texan    2120 0.080  25
## 825   TX                               River House Saison    1232 0.050  25
## 826   TX                              Valkyrie Double IPA    1497 0.092  23
## 827   TX                             PRO-AM (2012) (2012)     853 0.099  23
## 828   TX                       Green House India Pale Ale    1501 0.070  23
## 829   TX                                      River House    2308 0.050  23
## 830   TX                                           BLAKKR    1861 0.099  21
## 831   TX                                       Peacemaker     342 0.051  21
## 832   TX                                 Red Cockaded Ale    1728 0.085  21
## 833   TX                                   Deep Ellum IPA     943 0.070  20
## 834   TX                               Pine Belt Pale Ale      45 0.065  20
## 835   TX        Heavy Machinery IPA Series #1: Heavy Fist    1409 0.070  20
## 836   TX                                    Dallas Blonde     946 0.052  20
## 837   TX                          Pride of Texas Pale Ale    2229 0.058  20
## 838   TX                                    Oklahoma Suks    2350 0.048  20
## 839   TX                                     Infamous IPA    2038 0.070  19
## 840   TX                                         Pale Dog     501 0.060  18
## 841   TX                                          Kadigan    2042 0.056  18
## 842   TX                                      Dammit Jim!    2041 0.052  17
## 843   TX                                    Old Potentate    1010 0.072  12
## 844   TX                          Red Cockaded Ale (2013)    1011 0.085  12
## 845   TX                                           Hijack    1774 0.055  10
## 846   TX                                    Power & Light    2301 0.055   5
## 847   TX                                   Walloon (2014)     691 0.055   5
## 848   UT                               Trader Session IPA    1925 0.040  18
## 849   UT                     Wasatch Ghostrider White IPA    1823 0.060  60
## 850   UT                                            SUM'R    1212 0.040  40
## 851   UT                              WYLD Extra Pale Ale     974 0.040   9
## 852   UT                                     Hop Nosh IPA    1723 0.073  45
## 853   UT           Squatters Hop Rising Double IPA (2014)    1680 0.090  82
## 854   UT                       Squeaky Bike Nut Brown Ale    1476 0.040  75
## 855   UT                  Squatters Hop Rising Double IPA    1825 0.090  32
## 856   UT                             Hop Notch IPA (2013)    1089 0.073  29
## 857   UT                            Johnny's American IPA     644 0.040  22
## 858   VA                                       Alter Ego     2405 0.062  15
## 859   VA                                   Hydraulion Red    1913 0.053  40
## 860   VA                                     Murphy's Law    2406 0.058  65
## 861   VA                                 Bravo Four Point    2051 0.044 108
## 862   VA                                      40 Mile IPA    1912 0.060  88
## 863   VA                               Ray Ray’s Pale Ale    1247 0.052  70
## 864   VA                                        Alpha Ale    1194 0.051  65
## 865   VA                                     Blonde Hunny    2253 0.068  60
## 866   VA                            Striped Bass Pale Ale    1201 0.052  55
## 867   VA                                 The Great Return    1677 0.075  52
## 868   VA                                      Missile IPA    1933 0.070  52
## 869   VA                                   Face Plant IPA    1309 0.062  50
## 870   VA                             Full Nelson Pale Ale    1547 0.059  45
## 871   VA                              Hoptopus Double IPA    1806 0.088  45
## 872   VA                                     Red Clay IPA    1206 0.070  40
## 873   VA                                       Rule G IPA    2407 0.070  40
## 874   VA                   Northern Lights India Pale Ale     368 0.065  35
## 875   VA                      Full Nelson Pale Ale (2010)     119 0.059  33
## 876   VA                                   Flying Mouse 4    2566 0.070  25
## 877   VA                   Northern Lights India Pale Ale    1205 0.065  24
## 878   VA                           Capital Trail Pale Ale    1270 0.056  22
## 879   VA                              Hardywood Cream Ale    1331 0.044  22
## 880   VA                               Troopers Alley IPA    1676 0.059  22
## 881   VA           Wild Wolf Wee Heavy Scottish Style Ale    1318 0.057  20
## 882   VT                                       Mastermind    2289 0.081  50
## 883   VT                                     Petit Mutant    1916 0.060 120
## 884   VT                                   Long Trail IPA    1926 0.059  80
## 885   VT                                      The Crusher    1915 0.096  55
## 886   VT                                   Long Trail Ale    1924 0.046  45
## 887   VT                                     Heady Topper     379 0.080  42
## 888   VT                            Fresh Slice White IPA    1908 0.055  33
## 889   VT                      Overgrown American Pale Ale    1946 0.055  30
## 890   VT                                     Heady Topper    1111 0.080  30
## 891   VT                                     Focal Banger    1810 0.070  20
## 892   VT                                      Lost Galaxy    2581 0.045   8
## 893   WA                                   Interurban IPA     857 0.065  33
## 894   WA                                        Aslan IPA    1639 0.077  29
## 895   WA                                      Harvest Ale     901 0.065  83
## 896   WA                       Immersion Amber Ale (2011)     518 0.052  80
## 897   WA                          Evolutionary IPA (2011)     505 0.062  72
## 898   WA                                   Abominable Ale     994 0.080  70
## 899   WA            Little Sister India Style Session Ale    2292 0.043  70
## 900   WA                                 Persnickety Pale     560 0.057  70
## 901   WA                             Hilliard's Amber Ale     497 0.055  70
## 902   WA                          Evolutionary IPA (2012)    1173 0.062  67
## 903   WA                                Hilliard's Saison     496 0.066  60
## 904   WA                         Fremont Organic Pale Ale    1116 0.045  60
## 905   WA                                 British Pale Ale      48 0.054  48
## 906   WA                                  Long Hammer IPA     945 0.065  48
## 907   WA                          British Pale Ale (2010)     866 0.054  45
## 908   WA                                  Long Hammer IPA     583 0.065  44
## 909   WA             77 Fremont Select Spring Session IPA    1174 0.040  43
## 910   WA                        Three Skulls Ale Pale Ale    1226 0.063  42
## 911   WA                         Topcutter India Pale Ale     966 0.068  41
## 912   WA                                      Oatmeal PSA    1162 0.050  38
## 913   WA         Trailhead India Style Session Ale (2011)     482 0.048  36
## 914   WA                                          Evo IPA    1659 0.062  35
## 915   WA                                    Trailhead ISA    1661 0.048  35
## 916   WA                                   Desolation IPA     837 0.062  32
## 917   WA                                  Rude Parrot IPA     972 0.059  30
## 918   WA          Bellingham Beer Week 2013 Collaboration    1637 0.080  29
## 919   WA                                Hilliard's Blonde     724 0.049  27
## 920   WA                                  Immersion Amber    1660 0.052  27
## 921   WA                                   SoDo Brown Ale     519 0.054  25
## 922   WA                                  12 Man Pale Ale    1773 0.045  20
## 923   WA                                  Hoppy Bitch IPA    1227 0.063  18
## 924   WA                               Filthy Hoppin' IPA    1795 0.065  18
## 925   WI                             Ghost Ship White IPA    1954 0.056  25
## 926   WI                                        Hop Freak    1884 0.087  80
## 927   WI                                 Floppin' Crappie     109 0.045  80
## 928   WI                               Casper White Stout    1523 0.060  70
## 929   WI                             Booyah Farmhouse Ale     932 0.065  60
## 930   WI                            The Farmer's Daughter     700 0.048  50
## 931   WI                              Ride Again Pale Ale    1122 0.052  38
## 932   WI                              White Cap White IPA    1652 0.042  29
## 933   WI                    Point Nude Beach Summer Wheat     816 0.050  28
## 934   WI                   A Capella Gluten Free Pale Ale    1524 0.055  24
## 935   WI             Point Nude Beach Summer Wheat (2011)     772 0.050  22
## 936   WI                    Point Cascade Pale Ale (2013)    2270 0.054  20
## 937   WI             Point Nude Beach Summer Wheat (2010)     141 0.050  18
## 938   WI                                        Hop Happy    1080 0.075  15
## 939   WI                                Charlie's Rye IPA    2337 0.060  13
## 940   WI                                   2012 Black Ale     357 0.054   9
## 941   WI                           Point Cascade Pale Ale     140 0.054   9
## 942   WI                                 Drop Dead Blonde     684 0.035   7
## 943   WI                    Point Nude Beach Summer Wheat    1225 0.052   7
## 944   WI                 Louie’s Demise Immort-Ale (2010)     171 0.051   7
## 945   WV                                Mothman Black IPA    2313 0.067  71
## 946   WV                              Wild Trail Pale Ale    2314 0.057  44
## 947   WY                        Bomber Mountain Amber Ale    2484 0.046  38
## 948   WY                 Bomber Mountain Amber Ale (2013)    1200 0.046  15
## 949   WY                            Indian Paintbrush IPA    1199 0.070  90
## 950   WY                    Saddle Bronc Brown Ale (2013)    1198 0.048  75
## 951   WY                             Wagon Box Wheat Beer    1197 0.059  60
## 952   WY                           Saddle Bronc Brown Ale    2485 0.048  55
## 953   WY                            Wind River Blonde Ale     323 0.050  32
## 954   WY                                     Pako’s EyePA     393 0.068  22
## 955   WY                                 Wyoming Pale Ale     324 0.072  20
## 956   WY                               Snow King Pale Ale    1606 0.060  18
## 957   WY                                 OB-1 Organic Ale     407 0.050  16
## 958   WY                             Snake River Pale Ale     402 0.052  15
##     Brewery_id                          Style Ounces
## 1          103       American Amber / Red Ale   12.0
## 2          224                   American IPA   12.0
## 3          224             American Brown Ale   12.0
## 4          271        American Pale Ale (APA)   12.0
## 5          459            American Blonde Ale   12.0
## 6          494                   American IPA   12.0
## 7          454                   American IPA   12.0
## 8          494                      Cream Ale   12.0
## 9          459                   Scottish Ale   12.0
## 10         454                  Irish Red Ale   12.0
## 11         224                   American IPA   12.0
## 12         494        American Pale Ale (APA)   12.0
## 13         459                   Scottish Ale   12.0
## 14         103                   American IPA   12.0
## 15         454            American Blonde Ale   12.0
## 16         558               English Pale Ale   12.0
## 17         459                   American IPA   12.0
## 18         479 American Double / Imperial IPA   12.0
## 19         413                   American IPA   12.0
## 20         479                   American IPA   12.0
## 21         479             American Brown Ale   12.0
## 22         287        American Pale Ale (APA)   12.0
## 23         479        American Pale Ale (APA)   12.0
## 24         140       American Amber / Red Ale   12.0
## 25          31        American Pale Ale (APA)   12.0
## 26         252            American Blonde Ale   12.0
## 27         161                   Scottish Ale   12.0
## 28          31                   American IPA   12.0
## 29         159                   American IPA   12.0
## 30          31                    Belgian IPA   12.0
## 31          31 American Double / Imperial IPA   16.0
## 32          31        American Pale Ale (APA)   12.0
## 33          31        American Pale Ale (APA)   12.0
## 34         159        American Pale Ale (APA)   12.0
## 35          31       American Amber / Red Ale   12.0
## 36          31                   American IPA   12.0
## 37         433                   American IPA   12.0
## 38         281 American Double / Imperial IPA   16.0
## 39         535       American Amber / Red Ale   12.0
## 40         369 American Double / Imperial IPA   12.0
## 41         371       American Amber / Red Ale   16.0
## 42          49                   American IPA   12.0
## 43         450                   American IPA   12.0
## 44         398       American Amber / Red Ale   12.0
## 45          99        American Pale Ale (APA)   32.0
## 46         241                   American IPA   16.0
## 47         112                      Cream Ale   12.0
## 48          84                   American IPA   16.0
## 49         334            American Blonde Ale   12.0
## 50           4                      Cream Ale   16.0
## 51         515        American Pale Ale (APA)   16.0
## 52         289        American Pale Ale (APA)   12.0
## 53         321                   American IPA   16.0
## 54          35                   American IPA   12.0
## 55          99                   American IPA   32.0
## 56         241                   American IPA   16.0
## 57         347                   American IPA   12.0
## 58         289                   American IPA   12.0
## 59         369        American Pale Ale (APA)   12.0
## 60         450                   American IPA   24.0
## 61         172       American Amber / Red Ale   12.0
## 62         281                    Belgian IPA   16.0
## 63         172       American Amber / Red Ale   12.0
## 64         369                   American IPA   12.0
## 65          79                   American IPA   12.0
## 66           5       American Amber / Red Ale   12.0
## 67         172       American Amber / Red Ale   12.0
## 68          36        American Pale Wheat Ale   12.0
## 69         369             American Black Ale   12.0
## 70         398             American Black Ale   12.0
## 71           4                      Wheat Ale   16.0
## 72         371                   American IPA   16.0
## 73          35                   American IPA   12.0
## 74         253   English India Pale Ale (IPA)   16.0
## 75          34 American Double / Imperial IPA   16.0
## 76         450         Saison / Farmhouse Ale   12.0
## 77         172                   American IPA   12.0
## 78         210        American Pale Ale (APA)   16.0
## 79         241                   American IPA   16.0
## 80         210       American Amber / Red Ale   16.0
## 81         241                   American IPA   16.0
## 82         210         Saison / Farmhouse Ale   16.0
## 83         515             American Brown Ale   16.0
## 84         210       American Amber / Red Ale   16.0
## 85         253             American Brown Ale   12.0
## 86           4 American Double / Imperial IPA   16.0
## 87         450 American Double / Imperial IPA   12.0
## 88          34                   American IPA   16.0
## 89          34              English Brown Ale   16.0
## 90         172                   American IPA   12.0
## 91         369                   American IPA   12.0
## 92         253 American Double / Imperial IPA   16.0
## 93         518        American Pale Ale (APA)   12.0
## 94         347            American Blonde Ale   12.0
## 95          36                   American IPA   12.0
## 96         172                      Cream Ale   12.0
## 97          84        American Pale Ale (APA)   12.0
## 98         492       American Amber / Red Ale   16.0
## 99         172                      Cream Ale   12.0
## 100        398             American Black Ale   16.0
## 101        535                   American IPA   12.0
## 102         99 American Double / Imperial IPA   32.0
## 103          4                   American IPA   16.0
## 104         36                   American IPA   12.0
## 105        351 American Double / Imperial IPA   16.0
## 106        351             American Black Ale   16.0
## 107        172        American Pale Ale (APA)   12.0
## 108        172                    Pumpkin Ale   12.0
## 109         84                   American IPA   12.0
## 110        172                      Cream Ale   12.0
## 111         34        American Pale Ale (APA)   16.0
## 112        347             American Brown Ale   12.0
## 113        523             American Brown Ale   16.0
## 114        347 American Double / Imperial IPA   12.0
## 115        351                   American IPA   16.0
## 116          5                   American IPA   12.0
## 117          5        American Pale Wheat Ale   12.0
## 118        172        American Pale Ale (APA)   12.0
## 119        398       American Amber / Red Ale   16.0
## 120        210        American Pale Wheat Ale   16.0
## 121          4 American Double / Imperial IPA   16.0
## 122         35                   American IPA   12.0
## 123        523               Belgian Pale Ale   16.0
## 124        241                   American IPA   16.0
## 125        492         Scotch Ale / Wee Heavy   16.0
## 126        449        American Pale Ale (APA)   12.0
## 127         84        American Pale Ale (APA)   16.0
## 128        492                   American IPA   16.0
## 129         52        American Pale Ale (APA)   12.0
## 130        453       American Amber / Red Ale   12.0
## 131        120        American Pale Ale (APA)   12.0
## 132        497                   American IPA   12.0
## 133        111            American Blonde Ale   16.0
## 134        167                   American IPA   12.0
## 135        108            American Blonde Ale   16.0
## 136        108                   American IPA   16.0
## 137         38                   American IPA   12.0
## 138        108            American Blonde Ale   12.0
## 139        524            American Blonde Ale   12.0
## 140          7         Saison / Farmhouse Ale   12.0
## 141        108        American Pale Ale (APA)   12.0
## 142        167                   American IPA   16.0
## 143        481             American Brown Ale   12.0
## 144        265        American Pale Ale (APA)   12.0
## 145        442                  Irish Red Ale   16.0
## 146        167        American Pale Ale (APA)   12.0
## 147        167 American Double / Imperial IPA   12.0
## 148        167            American Strong Ale   12.0
## 149        295         Saison / Farmhouse Ale   12.0
## 150        420         Saison / Farmhouse Ale   12.0
## 151        420             American Black Ale   12.0
## 152        167         Scotch Ale / Wee Heavy   16.0
## 153         83                   American IPA   12.0
## 154        136        American Pale Wheat Ale   12.0
## 155          7        American Pale Ale (APA)   12.0
## 156        453            American Blonde Ale   12.0
## 157         83       American Amber / Red Ale   12.0
## 158        167        American Pale Ale (APA)   12.0
## 159        265                   American IPA   12.0
## 160        406                   American IPA   16.0
## 161        120                   American IPA   12.0
## 162        167 American Double / Imperial IPA   16.0
## 163         38         Saison / Farmhouse Ale   12.0
## 164        342                   American IPA   12.0
## 165         52              English Brown Ale   12.0
## 166         64        Belgian Strong Pale Ale   12.0
## 167        370                   American IPA   16.0
## 168        167                   American IPA   19.2
## 169        167             American Brown Ale   16.0
## 170        108         Scotch Ale / Wee Heavy   16.0
## 171        167        American Pale Ale (APA)   19.2
## 172        167              English Brown Ale   12.0
## 173         83        American Pale Wheat Ale   12.0
## 174        167        American Pale Ale (APA)   12.0
## 175        108                   American IPA   12.0
## 176        221            American Strong Ale   16.0
## 177        473       American Amber / Red Ale   16.0
## 178        356                   American IPA   12.0
## 179         64        American Pale Ale (APA)   12.0
## 180        167 American Double / Imperial IPA   12.0
## 181        418        American Pale Ale (APA)   12.0
## 182        108            American Blonde Ale   12.0
## 183         52             American Brown Ale   19.2
## 184         83                   American IPA   12.0
## 185         52         Saison / Farmhouse Ale   12.0
## 186        524                   American IPA   12.0
## 187        425       American Amber / Red Ale   12.0
## 188        264                   American IPA   12.0
## 189        105        American Pale Ale (APA)   12.0
## 190        136        American Pale Wheat Ale   12.0
## 191        418        American Pale Ale (APA)   12.0
## 192        425                    Pumpkin Ale   12.0
## 193         52              American Wild Ale   19.2
## 194         52                    Pumpkin Ale   16.0
## 195        516             American Black Ale   16.0
## 196        516            American Blonde Ale   16.0
## 197        136        American Pale Ale (APA)   12.0
## 198         52              American Wild Ale   19.2
## 199         83       American Amber / Red Ale   16.0
## 200          7                   American IPA   12.0
## 201         52             American White IPA   12.0
## 202         52 American Double / Imperial IPA   19.2
## 203        452                   American IPA   16.0
## 204        167 American Double / Imperial IPA   12.0
## 205         83                   American IPA   16.0
## 206        108   English India Pale Ale (IPA)   16.0
## 207          7        American Pale Wheat Ale   12.0
## 208        425            American Strong Ale   12.0
## 209        425        American Pale Ale (APA)   12.0
## 210        221 American Double / Imperial IPA   12.0
## 211         52               Belgian Pale Ale   12.0
## 212        221       American Amber / Red Ale   16.0
## 213        167 American Double / Imperial IPA   12.0
## 214        452                   American IPA   16.0
## 215         83       American Amber / Red Ale   12.0
## 216        418        American Pale Ale (APA)   12.0
## 217        167 American Double / Imperial IPA   12.0
## 218        425       American Amber / Red Ale   12.0
## 219        425                    Belgian IPA   12.0
## 220         83       American Amber / Red Ale   12.0
## 221          7                        Old Ale   12.0
## 222        167                   Scottish Ale   12.0
## 223        411 American Double / Imperial IPA   12.0
## 224        236 American Double / Imperial IPA   12.0
## 225        436 American Double / Imperial IPA   12.0
## 226        411       American Amber / Red Ale   12.0
## 227        228        American Pale Ale (APA)   12.0
## 228        228                   American IPA   12.0
## 229        228               Belgian Pale Ale   12.0
## 230        540        American Pale Ale (APA)   12.0
## 231        528        American Pale Ale (APA)   12.0
## 232        142             American Brown Ale   12.0
## 233        142                   American IPA   12.0
## 234        394                   American IPA   12.0
## 235        142                   American IPA   12.0
## 236        448                      Cream Ale   12.0
## 237        142                   American IPA   12.0
## 238        379             American Brown Ale   12.0
## 239        142                   American IPA   12.0
## 240        309                  Irish Red Ale   12.0
## 241        491                   American IPA   16.0
## 242        528            American Blonde Ale   12.0
## 243         68       American Amber / Red Ale   12.0
## 244        448        American Pale Ale (APA)   12.0
## 245        466             American Brown Ale   12.0
## 246        379                      Cream Ale   12.0
## 247        142                   American IPA   12.0
## 248        309                   American IPA   12.0
## 249        142        American Pale Ale (APA)   12.0
## 250        222                   American IPA   12.0
## 251        309        American Pale Wheat Ale   12.0
## 252        394             American Brown Ale   12.0
## 253        394            American Blonde Ale   12.0
## 254        528                   American IPA   12.0
## 255        142                   American IPA   12.0
## 256        142                   American IPA   12.0
## 257        448                   American IPA   12.0
## 258        217         Saison / Farmhouse Ale   12.0
## 259         50        American Pale Ale (APA)   12.0
## 260        217         Saison / Farmhouse Ale   12.0
## 261        401        American Pale Ale (APA)   12.0
## 262        401             American Brown Ale   12.0
## 263         50                   American IPA   12.0
## 264        416            American Blonde Ale   12.0
## 265        416             American Brown Ale   12.0
## 266        476             American Brown Ale   12.0
## 267        376         Saison / Farmhouse Ale   12.0
## 268        205            American Blonde Ale   12.0
## 269        205        American Pale Ale (APA)   12.0
## 270        376        Belgian Strong Dark Ale   12.0
## 271        204                   American IPA   19.2
## 272        376             American Brown Ale   12.0
## 273        204            American Blonde Ale   12.0
## 274        376        American Pale Wheat Ale   12.0
## 275        205             American Brown Ale   19.2
## 276        204        American Pale Ale (APA)   12.0
## 277        205             American Brown Ale   12.0
## 278        204       American Amber / Red Ale   12.0
## 279        376       American Amber / Red Ale   12.0
## 280        483            American Blonde Ale   16.0
## 281        472                   Scottish Ale   16.0
## 282        472             American Brown Ale   16.0
## 283        366            American Blonde Ale   12.0
## 284        366            American Blonde Ale   12.0
## 285        472        American Pale Ale (APA)   16.0
## 286        472         Saison / Farmhouse Ale   16.0
## 287        366             American Brown Ale   16.0
## 288        366                  Irish Red Ale   16.0
## 289        366       American Amber / Red Ale   16.0
## 290        366                   American IPA   16.0
## 291        366        American Pale Ale (APA)   16.0
## 292        366             American Brown Ale   16.0
## 293        366                  Irish Red Ale   16.0
## 294        366        American Pale Ale (APA)   16.0
## 295        314                   American IPA   12.0
## 296        310            American Blonde Ale   12.0
## 297        308        American Pale Ale (APA)   12.0
## 298        314       American Amber / Red Ale   12.0
## 299        310                   American IPA   12.0
## 300        310 American Double / Imperial IPA   12.0
## 301        170        American Pale Ale (APA)   12.0
## 302        308                   American IPA   12.0
## 303        310                   American IPA   12.0
## 304        310 American Double / Imperial IPA   12.0
## 305        170            American Blonde Ale   12.0
## 306        310         Saison / Farmhouse Ale   16.0
## 307         75        American Pale Ale (APA)   12.0
## 308        176        American Pale Ale (APA)   12.0
## 309        362                    Pumpkin Ale   12.0
## 310        176 American Double / Imperial IPA   16.0
## 311         56        American Pale Ale (APA)   12.0
## 312        362                    Pumpkin Ale   12.0
## 313         75            American Strong Ale   12.0
## 314         53       American Amber / Red Ale   16.0
## 315        257             American Black Ale   16.0
## 316        362            American Blonde Ale   12.0
## 317        176 American Double / Imperial IPA   12.0
## 318         58               Abbey Single Ale   12.0
## 319        257        American Pale Wheat Ale   16.0
## 320         66                   American IPA   24.0
## 321         58                   American IPA   12.0
## 322        328             American Brown Ale   16.0
## 323        328        American Pale Ale (APA)   16.0
## 324        197                   American IPA   12.0
## 325         57        American Pale Ale (APA)   12.0
## 326         89        American Pale Ale (APA)   16.0
## 327         58               Abbey Single Ale   12.0
## 328         45               Belgian Pale Ale   12.0
## 329         45        American Pale Ale (APA)   12.0
## 330        362             American Brown Ale   12.0
## 331         75        American Pale Ale (APA)   12.0
## 332        257                   American IPA   16.0
## 333         66         Saison / Farmhouse Ale   24.0
## 334         41                   American IPA   16.0
## 335        176                   American IPA   12.0
## 336         27        American Pale Ale (APA)   16.0
## 337         17            American Blonde Ale   16.0
## 338         17                   American IPA   16.0
## 339        316                   American IPA   16.0
## 340        316                   Scottish Ale   16.0
## 341         26                   American IPA   16.0
## 342         25        American Pale Ale (APA)   12.0
## 343         26                   American IPA   16.0
## 344        178         Saison / Farmhouse Ale   12.0
## 345        178        American Pale Ale (APA)   12.0
## 346         26                   American IPA   16.0
## 347         26         Scotch Ale / Wee Heavy   16.0
## 348        178        American Pale Ale (APA)   12.0
## 349         24        American Pale Ale (APA)   12.0
## 350         26         Scotch Ale / Wee Heavy   16.0
## 351         25 American Double / Imperial IPA   12.0
## 352         26                   American IPA   16.0
## 353        251              English Brown Ale   16.0
## 354         28        Belgian Strong Dark Ale   16.0
## 355         22        American Pale Wheat Ale   16.0
## 356        166                   American IPA   16.0
## 357         21                   American IPA   16.0
## 358         28                   American IPA   16.0
## 359         28             English Strong Ale   16.0
## 360         25             American Black Ale   16.0
## 361         25        American Pale Ale (APA)   16.0
## 362         26         Scotch Ale / Wee Heavy   16.0
## 363        178         Saison / Farmhouse Ale   12.0
## 364         26        Belgian Strong Pale Ale   16.0
## 365         28               Belgian Dark Ale   16.0
## 366        316            American Blonde Ale   16.0
## 367        178 American Double / Imperial IPA   12.0
## 368         26         Scotch Ale / Wee Heavy   16.0
## 369        166            American Blonde Ale   16.0
## 370         26               Belgian Dark Ale   16.0
## 371         26                   Scottish Ale   16.0
## 372        178                    Belgian IPA   12.0
## 373        507       American Amber / Red Ale   12.0
## 374         23                   American IPA   16.0
## 375         23               Belgian Pale Ale   16.0
## 376         26         Scotch Ale / Wee Heavy   16.0
## 377        166                   American IPA   16.0
## 378        203                   American IPA   16.0
## 379        166          English Dark Mild Ale   16.0
## 380        178                   American IPA   12.0
## 381         26               Belgian Pale Ale   16.0
## 382         26 American Double / Imperial IPA   16.0
## 383         26                   American IPA   16.0
## 384         22        American Pale Ale (APA)   16.0
## 385        203                   American IPA   16.0
## 386         26                   American IPA   16.0
## 387         26                   Scottish Ale   16.0
## 388         23                   American IPA   16.0
## 389         26        American Pale Ale (APA)   16.0
## 390         46         Saison / Farmhouse Ale   16.0
## 391        501       American Amber / Red Ale   12.0
## 392        501        American Pale Wheat Ale   12.0
## 393         46             American Brown Ale   16.0
## 394        284                   American IPA   12.0
## 395         46             American Brown Ale   16.0
## 396         46        American Pale Ale (APA)   16.0
## 397         46 American Double / Imperial IPA   16.0
## 398         46                   American IPA   16.0
## 399         46         Saison / Farmhouse Ale   16.0
## 400        284          English Pale Mild Ale   12.0
## 401         46        American Pale Wheat Ale   12.0
## 402        389                   American IPA   16.0
## 403          2              American Wild Ale   16.0
## 404          2               Belgian Pale Ale   16.0
## 405          2                    Pumpkin Ale   16.0
## 406          2         Saison / Farmhouse Ale   16.0
## 407        101       American Amber / Red Ale   12.0
## 408         63                   American IPA   16.0
## 409          2        American Pale Ale (APA)   16.0
## 410          2 American Double / Imperial IPA   16.0
## 411         63             American Brown Ale   16.0
## 412        153                   American IPA   12.0
## 413        175        American Pale Ale (APA)   12.0
## 414        175            American Blonde Ale   12.0
## 415        153            American Blonde Ale   12.0
## 416        534                   American IPA   12.0
## 417        153            American Blonde Ale   12.0
## 418        175 American Double / Imperial IPA   16.0
## 419        153       American Amber / Red Ale   12.0
## 420        301                   American IPA   16.0
## 421        272                   American IPA   12.0
## 422        146                    Pumpkin Ale   12.0
## 423        279        American Pale Ale (APA)   12.0
## 424        294                   American IPA   16.0
## 425        104                   American IPA   12.0
## 426        235             American White IPA   12.0
## 427        478                   American IPA   12.0
## 428        296                   American IPA   12.0
## 429        231                   American IPA   12.0
## 430        231       American Amber / Red Ale   12.0
## 431        296                   American IPA   12.0
## 432        305 American Double / Imperial IPA   12.0
## 433        235                   American IPA   12.0
## 434        319       American Amber / Red Ale   12.0
## 435        235        American Pale Wheat Ale   12.0
## 436        235                   American IPA   12.0
## 437        340                   American IPA   16.0
## 438        231                    Pumpkin Ale   16.0
## 439        296        American Pale Wheat Ale   12.0
## 440        296               English Pale Ale   12.0
## 441        104        American Pale Ale (APA)   12.0
## 442        146               English Pale Ale   12.0
## 443        296                   American IPA   12.0
## 444        296                   American IPA   12.0
## 445        296                    Pumpkin Ale   12.0
## 446        296 American Double / Imperial IPA   12.0
## 447        512               English Pale Ale   12.0
## 448        124            American Blonde Ale   12.0
## 449        146                   American IPA   12.0
## 450         72 American Double / Imperial IPA   12.0
## 451         69                    Belgian IPA   16.0
## 452        256         Saison / Farmhouse Ale   12.0
## 453        256             American Black Ale   12.0
## 454        480                   American IPA   12.0
## 455        263               Belgian Pale Ale   12.0
## 456         72        American Pale Ale (APA)   12.0
## 457        115                   American IPA   12.0
## 458        386                    Pumpkin Ale   12.0
## 459        267        American Pale Wheat Ale   12.0
## 460        318                   American IPA   16.0
## 461        318        American Pale Ale (APA)   16.0
## 462        324               English Pale Ale   12.0
## 463        318        American Pale Ale (APA)   16.0
## 464        293        American Pale Wheat Ale   12.0
## 465         11               Belgian Dark Ale   16.0
## 466         11               Belgian Dark Ale   16.0
## 467         14                   American IPA   12.0
## 468         13                      Cream Ale   12.0
## 469          9                   American IPA   16.0
## 470         11         Saison / Farmhouse Ale   16.0
## 471         16                   American IPA   12.0
## 472        122                   American IPA   16.0
## 473         60                   American IPA   12.0
## 474         11               Belgian Pale Ale   16.0
## 475         13        American Pale Wheat Ale   12.0
## 476         11        Belgian Strong Dark Ale   16.0
## 477        125        American Pale Wheat Ale   16.0
## 478         11              American Wild Ale   16.0
## 479         11         Saison / Farmhouse Ale   16.0
## 480         12       American Amber / Red Ale   16.0
## 481         11             American Black Ale   16.0
## 482         11               Belgian Dark Ale   16.0
## 483         13                   American IPA   12.0
## 484         15             American Brown Ale   12.0
## 485         11                    Belgian IPA   16.0
## 486         11         Saison / Farmhouse Ale   16.0
## 487         11                   American IPA   16.0
## 488        125                   American IPA   16.0
## 489         11 American Double / Imperial IPA   16.0
## 490         11         Saison / Farmhouse Ale   16.0
## 491         60              English Brown Ale   12.0
## 492         15                   American IPA   12.0
## 493        230                   American IPA   16.0
## 494        399            American Blonde Ale   16.0
## 495        439       American Amber / Red Ale   12.0
## 496         60       American Amber / Red Ale   12.0
## 497         77                   American IPA   16.0
## 498        278                   American IPA   12.0
## 499         62             American Black Ale   16.0
## 500          1              English Brown Ale   16.0
## 501         62                   American IPA   16.0
## 502        143                      Cream Ale   12.0
## 503        278        American Pale Wheat Ale   12.0
## 504         59 American Double / Imperial IPA   16.0
## 505        278             American Black Ale   12.0
## 506         62             American Brown Ale   16.0
## 507         62             American Brown Ale   16.0
## 508        143             American Brown Ale   12.0
## 509        445        American Pale Ale (APA)   16.0
## 510          1                    Pumpkin Ale   16.0
## 511        139        American Pale Ale (APA)   12.0
## 512        445 American Double / Imperial IPA   16.0
## 513         54 American Double / Imperial IPA   16.0
## 514        259                   American IPA   12.0
## 515         54            American Blonde Ale   12.0
## 516         76             American Black Ale   12.0
## 517         62         Saison / Farmhouse Ale   16.0
## 518        445                   American IPA   16.0
## 519        475                   American IPA   16.0
## 520         76             American Black Ale   12.0
## 521         76                   American IPA   12.0
## 522         62                   American IPA   16.0
## 523         62 American Double / Imperial IPA   16.0
## 524          1                   American IPA   16.0
## 525         59        American Pale Ale (APA)   16.0
## 526        143        American Pale Wheat Ale   12.0
## 527         54   English India Pale Ale (IPA)   12.0
## 528        143        American Pale Ale (APA)   12.0
## 529         76                   American IPA   12.0
## 530         88        American Pale Wheat Ale   16.0
## 531        315             American Black Ale   16.0
## 532        315            American Blonde Ale   16.0
## 533        327        American Pale Wheat Ale   12.0
## 534        315       American Amber / Red Ale   16.0
## 535        189            American Blonde Ale   12.0
## 536         61            American Blonde Ale   12.0
## 537        133                   American IPA   12.0
## 538        315                   American IPA   16.0
## 539        133       American Amber / Red Ale   12.0
## 540        429                   American IPA   12.0
## 541        315        American Dark Wheat Ale   16.0
## 542        189                   American IPA   12.0
## 543         61                   American IPA   12.0
## 544         32                   American IPA   12.0
## 545        429        American Pale Wheat Ale   12.0
## 546        429             American Brown Ale   12.0
## 547         61                   American IPA   12.0
## 548         61             American Brown Ale   12.0
## 549        134       American Amber / Red Ale   16.0
## 550        134            American Blonde Ale   12.0
## 551        134        American Pale Ale (APA)   12.0
## 552        246          English Dark Mild Ale   12.0
## 553        246               Belgian Pale Ale   12.0
## 554        134        American Pale Ale (APA)   16.0
## 555        134                   American IPA   16.0
## 556        134            American Blonde Ale   16.0
## 557        134                   American IPA   16.0
## 558        538       American Amber / Red Ale   12.0
## 559        410       American Amber / Red Ale   16.0
## 560        511                   American IPA   16.0
## 561        220                   American IPA   12.0
## 562        337               English Pale Ale   12.0
## 563        337             American Brown Ale   12.0
## 564        511                   American IPA   16.0
## 565        408            American Blonde Ale   12.0
## 566        410                   American IPA   16.0
## 567        337             English Strong Ale   12.0
## 568        220       American Amber / Red Ale   12.0
## 569        538                   American IPA   12.0
## 570        337                   American IPA   12.0
## 571        511        American Pale Ale (APA)   16.0
## 572        408             American Brown Ale   12.0
## 573        538                   Scottish Ale   12.0
## 574        511                   American IPA   16.0
## 575        337        American Pale Wheat Ale   12.0
## 576        408        American Pale Ale (APA)   12.0
## 577        505            American Blonde Ale   12.0
## 578        361                   American IPA   12.0
## 579        390 American Double / Imperial IPA   16.0
## 580        325        American Pale Ale (APA)   12.0
## 581        446        American Pale Ale (APA)   12.0
## 582        390        American Pale Ale (APA)   19.2
## 583        361        American Pale Wheat Ale   12.0
## 584         70            American Blonde Ale   16.0
## 585        150        American Pale Ale (APA)   12.0
## 586        361                    Pumpkin Ale   12.0
## 587        541        American Pale Ale (APA)   12.0
## 588        180   English India Pale Ale (IPA)   12.0
## 589         70                   American IPA   16.0
## 590        360        American Pale Ale (APA)   16.0
## 591        332                   American IPA   12.0
## 592        434         Scotch Ale / Wee Heavy   12.0
## 593        525        Belgian Strong Pale Ale   12.0
## 594        360                   American IPA   16.0
## 595        505            American Blonde Ale   12.0
## 596         71        American Pale Ale (APA)   16.0
## 597        332                   American IPA   12.0
## 598        332                      Cream Ale   12.0
## 599        336                   Scottish Ale   12.0
## 600        336        American Pale Ale (APA)   12.0
## 601        336                   American IPA   12.0
## 602        190        American Pale Ale (APA)   12.0
## 603        338        American Pale Ale (APA)   12.0
## 604        381             American Brown Ale   12.0
## 605        338                    Pumpkin Ale   12.0
## 606        381        American Pale Ale (APA)   12.0
## 607        381        American Pale Ale (APA)   12.0
## 608        548              English Brown Ale   24.0
## 609        223 American Double / Imperial IPA   16.0
## 610        223                   American IPA   12.0
## 611        218                   American IPA   12.0
## 612        223             American Black Ale   16.0
## 613        282                   American IPA   16.0
## 614        444                   American IPA   12.0
## 615        393                   American IPA   12.0
## 616        393         Saison / Farmhouse Ale   12.0
## 617        393             American Black Ale   12.0
## 618        266       American Amber / Red Ale   12.0
## 619        333                   American IPA   16.0
## 620        266                   American IPA   12.0
## 621        531                    Belgian IPA   16.0
## 622        531             American Black Ale   16.0
## 623        234 American Double / Imperial IPA   12.0
## 624        234        American Pale Ale (APA)   12.0
## 625         47                   American IPA   16.0
## 626        490             American White IPA   12.0
## 627        547                   American IPA   12.0
## 628         47             American Brown Ale   16.0
## 629        330        American Pale Ale (APA)   16.0
## 630         47                      Cream Ale   16.0
## 631        174        American Pale Ale (APA)   12.0
## 632         47            American Strong Ale   12.0
## 633         47        American Pale Ale (APA)   12.0
## 634         47                   American IPA   24.0
## 635        547             American Brown Ale   16.0
## 636        227            American Strong Ale   16.0
## 637        539        American Pale Wheat Ale   12.0
## 638         47        American Pale Wheat Ale   16.0
## 639        438          English Pale Mild Ale   12.0
## 640        330             American Black Ale   16.0
## 641         47 American Double / Imperial IPA   12.0
## 642         47         Saison / Farmhouse Ale   16.0
## 643         47 American Double / Imperial IPA   12.0
## 644         47                    Pumpkin Ale   16.0
## 645        300            American Blonde Ale   12.0
## 646        343                   American IPA   12.0
## 647        277            American Blonde Ale   12.0
## 648        300               English Pale Ale   12.0
## 649        174                   American IPA   12.0
## 650        438          English Pale Mild Ale   12.0
## 651        438   English India Pale Ale (IPA)   12.0
## 652         47                   American IPA   16.0
## 653         47                      Cream Ale   16.0
## 654         92       American Amber / Red Ale   12.0
## 655         93                   American IPA   12.0
## 656        286                   Scottish Ale   16.0
## 657         92                   American IPA   12.0
## 658         92 American Double / Imperial IPA   12.0
## 659        184        American Pale Ale (APA)   16.0
## 660         92             American Brown Ale   12.0
## 661        225                   American IPA   16.0
## 662        225        American Pale Ale (APA)   12.0
## 663         94       American Amber / Red Ale   12.0
## 664        322                   American IPA   16.0
## 665         92        American Pale Ale (APA)   12.0
## 666         94       American Amber / Red Ale   12.0
## 667        184            American Strong Ale   16.0
## 668        322        American Pale Ale (APA)   16.0
## 669         95                   American IPA   16.0
## 670         95                      Cream Ale   16.0
## 671        184       American Amber / Red Ale   16.0
## 672         92            American Blonde Ale   12.0
## 673         94        American Pale Ale (APA)   12.0
## 674        100 American Double / Imperial IPA   12.0
## 675         95                   American IPA   16.0
## 676        183            American Blonde Ale   16.0
## 677        194               Belgian Pale Ale   12.0
## 678        331       American Amber / Red Ale   12.0
## 679        367            American Blonde Ale   12.0
## 680        183            American Blonde Ale   16.0
## 681        377            American Strong Ale   16.0
## 682        377                   American IPA   16.0
## 683        183                   American IPA   16.0
## 684        375 American Double / Imperial IPA   12.0
## 685         81                   American IPA   16.0
## 686         81            American Strong Ale   16.0
## 687        202 American Double / Imperial IPA   16.0
## 688        202                   Scottish Ale   16.0
## 689        207                   American IPA   16.0
## 690         81        American Pale Wheat Ale   16.0
## 691         81        American Pale Wheat Ale   16.0
## 692        200                   American IPA   12.0
## 693        202       American Amber / Red Ale   16.0
## 694        200                   American IPA   12.0
## 695        202                   American IPA   16.0
## 696        202       American Amber / Red Ale   16.0
## 697         81        American Pale Wheat Ale   16.0
## 698         81        American Pale Wheat Ale   16.0
## 699         81        American Pale Wheat Ale   16.0
## 700        465        American Pale Wheat Ale   12.0
## 701        388 American Double / Imperial IPA   16.0
## 702         81        American Pale Wheat Ale   16.0
## 703         81        American Pale Wheat Ale   16.0
## 704         81        American Pale Wheat Ale   16.0
## 705         81       American Amber / Red Ale   16.0
## 706        207                   American IPA   12.0
## 707        207                   American IPA   16.0
## 708        465                   American IPA   12.0
## 709        388 American Double / Imperial IPA   16.0
## 710        207                   American IPA   16.0
## 711        207        American Pale Ale (APA)   16.0
## 712         81       American Amber / Red Ale   16.0
## 713        207        American Pale Ale (APA)   16.0
## 714        200 American Double / Imperial IPA   12.0
## 715         81             American White IPA   16.0
## 716        207               Belgian Pale Ale   12.0
## 717        156        American Pale Ale (APA)   12.0
## 718        486       American Amber / Red Ale   12.0
## 719        199                   American IPA   12.0
## 720        199            American Blonde Ale   12.0
## 721        154            American Blonde Ale   12.0
## 722        200        American Pale Ale (APA)   12.0
## 723        207                   American IPA   16.0
## 724        151                   American IPA   12.0
## 725        156        American Pale Ale (APA)   12.0
## 726        151       American Amber / Red Ale   12.0
## 727        154                   American IPA   12.0
## 728         81        American Pale Wheat Ale   16.0
## 729        388             American Black Ale   16.0
## 730        388             American Black Ale   16.0
## 731        199                   American IPA   12.0
## 732        388            American Blonde Ale   16.0
## 733        199            American Strong Ale   12.0
## 734        486        American Pale Ale (APA)   12.0
## 735        419             American Black Ale   12.0
## 736        290       American Amber / Red Ale   16.0
## 737        388            American Blonde Ale   16.0
## 738        199                   American IPA   12.0
## 739        199            American Blonde Ale   12.0
## 740        151                   American IPA   12.0
## 741        195        American Pale Ale (APA)   12.0
## 742         81        American Pale Wheat Ale   16.0
## 743        156        American Pale Ale (APA)   12.0
## 744         81        American Pale Wheat Ale   16.0
## 745        419        American Pale Wheat Ale   16.0
## 746        455        American Pale Ale (APA)   12.0
## 747        156                   American IPA   12.0
## 748         81        American Pale Wheat Ale   16.0
## 749        372        American Pale Ale (APA)   12.0
## 750        298                   American IPA   12.0
## 751        373        American Pale Ale (APA)   12.0
## 752        372 American Double / Imperial IPA   12.0
## 753        165         Saison / Farmhouse Ale   12.0
## 754        164                   American IPA   12.0
## 755        346                   American IPA   12.0
## 756        168                   American IPA   12.0
## 757        302                   American IPA   16.0
## 758        165        American Pale Ale (APA)   12.0
## 759        168        American Pale Ale (APA)   12.0
## 760         98       American Amber / Red Ale   16.0
## 761        372                   American IPA   12.0
## 762        298         Saison / Farmhouse Ale   12.0
## 763        357 American Double / Imperial IPA   12.0
## 764        302        American Pale Ale (APA)   16.0
## 765        302        American Pale Wheat Ale   16.0
## 766        299                   American IPA   12.0
## 767        302        American Pale Wheat Ale   16.0
## 768        346                   American IPA   12.0
## 769        364                   American IPA   12.0
## 770         44                   American IPA   12.0
## 771         44                   American IPA   12.0
## 772        326                   American IPA   12.0
## 773        302                    Pumpkin Ale   16.0
## 774        102       American Amber / Red Ale   12.0
## 775        380                      Cream Ale   12.0
## 776        380            American Blonde Ale   16.0
## 777        144        American Pale Wheat Ale   16.0
## 778        102                   American IPA   12.0
## 779        280         Saison / Farmhouse Ale   12.0
## 780        380        American Pale Ale (APA)   12.0
## 781         87 American Double / Imperial IPA   12.0
## 782        144        American Pale Wheat Ale   12.0
## 783        280            American Blonde Ale   12.0
## 784        385                   American IPA   12.0
## 785          6             American Brown Ale   12.0
## 786        519              English Brown Ale   12.0
## 787        247               Belgian Pale Ale   12.0
## 788        213                   American IPA   12.0
## 789        213       American Amber / Red Ale   12.0
## 790        313        American Pale Ale (APA)   12.0
## 791        240                   American IPA   12.0
## 792        240         Saison / Farmhouse Ale   12.0
## 793        520                   American IPA   12.0
## 794         30 American Double / Imperial IPA   16.0
## 795         39                   American IPA   12.0
## 796        127                   American IPA   16.0
## 797        126        American Pale Ale (APA)   12.0
## 798        185        American Pale Ale (APA)   12.0
## 799        258         Saison / Farmhouse Ale   16.0
## 800        129            American Blonde Ale   12.0
## 801        216             American Brown Ale   12.0
## 802        464            American Blonde Ale   12.0
## 803        216   English India Pale Ale (IPA)   12.0
## 804        288            American Blonde Ale   12.0
## 805        128 American Double / Imperial IPA   12.0
## 806        162       American Amber / Red Ale   16.0
## 807        119            American Blonde Ale   12.0
## 808         67       American Amber / Red Ale   12.0
## 809        414                   American IPA   12.0
## 810        129               English Pale Ale   12.0
## 811        119        American Pale Ale (APA)   12.0
## 812         30                      Cream Ale   16.0
## 813        215            American Blonde Ale   12.0
## 814        119            American Blonde Ale   16.0
## 815         67                   American IPA   12.0
## 816         30                   American IPA   16.0
## 817        128         Saison / Farmhouse Ale   16.0
## 818        128             American Brown Ale   12.0
## 819        162 American Double / Imperial IPA   12.0
## 820        471        American Pale Wheat Ale   12.0
## 821         67             American Brown Ale   12.0
## 822        129            American Blonde Ale   12.0
## 823        258                   American IPA   16.0
## 824        162 American Double / Imperial IPA   16.0
## 825        162         Saison / Farmhouse Ale   12.0
## 826        119 American Double / Imperial IPA   12.0
## 827        119 American Double / Imperial IPA   12.0
## 828        396                   American IPA   12.0
## 829        162         Saison / Farmhouse Ale   16.0
## 830        129             American Black Ale   12.0
## 831        414        American Pale Ale (APA)   12.0
## 832        119 American Double / Imperial IPA   12.0
## 833        128                   American IPA   12.0
## 834        119        American Pale Ale (APA)   16.0
## 835        414             American Black Ale   16.0
## 836        128            American Blonde Ale   12.0
## 837        177        American Pale Ale (APA)   12.0
## 838        141       American Amber / Red Ale   12.0
## 839        243                   American IPA   12.0
## 840        396        American Pale Ale (APA)   12.0
## 841        242            American Blonde Ale   12.0
## 842        242       American Amber / Red Ale   12.0
## 843        119                        Old Ale   12.0
## 844        119 American Double / Imperial IPA   12.0
## 845        243                      Cream Ale   12.0
## 846        141        American Pale Ale (APA)   12.0
## 847        119         Saison / Farmhouse Ale   12.0
## 848        160                   American IPA   12.0
## 849        303             American White IPA   12.0
## 850        160            American Blonde Ale   12.0
## 851        160        American Pale Ale (APA)   12.0
## 852        160                   American IPA   12.0
## 853        303 American Double / Imperial IPA   12.0
## 854        400             American Brown Ale   16.0
## 855        303 American Double / Imperial IPA   12.0
## 856        160                   American IPA   12.0
## 857        400                   American IPA   16.0
## 858        116         Saison / Farmhouse Ale   12.0
## 859        274                  Irish Red Ale   12.0
## 860        116       American Amber / Red Ale   12.0
## 861        238        American Pale Ale (APA)   12.0
## 862        274                   American IPA   12.0
## 863        123        American Pale Ale (APA)   12.0
## 864        182        American Pale Ale (APA)   12.0
## 865        182               Belgian Pale Ale   12.0
## 866        238        American Pale Ale (APA)   12.0
## 867        344                   American IPA   16.0
## 868        237                   American IPA   12.0
## 869        431                   American IPA   12.0
## 870        383        American Pale Ale (APA)   12.0
## 871        307 American Double / Imperial IPA   16.0
## 872        456                   American IPA   12.0
## 873        116                   American IPA   12.0
## 874        384                   American IPA   12.0
## 875        383        American Pale Ale (APA)   12.0
## 876         51                   American IPA   12.0
## 877        384                   American IPA   16.0
## 878        344        American Pale Ale (APA)   12.0
## 879        344                      Cream Ale   12.0
## 880        345                   American IPA   12.0
## 881        182         Scotch Ale / Wee Heavy   12.0
## 882        173 American Double / Imperial IPA   12.0
## 883        273              American Wild Ale   16.0
## 884        269   English India Pale Ale (IPA)   12.0
## 885        273 American Double / Imperial IPA   16.0
## 886        269       American Amber / Red Ale   12.0
## 887        273 American Double / Imperial IPA   16.0
## 888        276             American White IPA   12.0
## 889        262        American Pale Ale (APA)   12.0
## 890        273 American Double / Imperial IPA   16.0
## 891        273                   American IPA   16.0
## 892         42                   American IPA   16.0
## 893        461                   American IPA   12.0
## 894        354                   American IPA   16.0
## 895        461         Saison / Farmhouse Ale   12.0
## 896        191       American Amber / Red Ale   12.0
## 897        191                   American IPA   12.0
## 898        461             English Strong Ale   12.0
## 899        171                   American IPA   12.0
## 900        191        American Pale Ale (APA)   12.0
## 901        363       American Amber / Red Ale   16.0
## 902        191                   American IPA   12.0
## 903        363         Saison / Farmhouse Ale   16.0
## 904        461        American Pale Ale (APA)   12.0
## 905        482               English Pale Ale   16.0
## 906        488                   American IPA   16.0
## 907        482               English Pale Ale   16.0
## 908        488                   American IPA   12.0
## 909        461                   American IPA   12.0
## 910        451        American Pale Ale (APA)   16.0
## 911        484                   American IPA   12.0
## 912        368        American Pale Ale (APA)   16.0
## 913        191                   American IPA   12.0
## 914        191                   American IPA   12.0
## 915        191                   American IPA   12.0
## 916        402                   American IPA   16.0
## 917        482                   American IPA   16.0
## 918        355        Belgian Strong Dark Ale   16.0
## 919        363            American Blonde Ale   16.0
## 920        191       American Amber / Red Ale   12.0
## 921        191             American Brown Ale   12.0
## 922        320        American Pale Ale (APA)   12.0
## 923        451                   American IPA   16.0
## 924        312                   American IPA   16.0
## 925        193                   American IPA   12.0
## 926        285 American Double / Imperial IPA   16.0
## 927        530        American Pale Wheat Ale   12.0
## 928         33            American Blonde Ale   12.0
## 929        285         Saison / Farmhouse Ale   16.0
## 930        457            American Blonde Ale   16.0
## 931        457        American Pale Ale (APA)   16.0
## 932        350             American White IPA   16.0
## 933        132        American Pale Wheat Ale   12.0
## 934         33        American Pale Ale (APA)   12.0
## 935        132        American Pale Wheat Ale   12.0
## 936        132        American Pale Ale (APA)   12.0
## 937        132        American Pale Wheat Ale   12.0
## 938        285                   American IPA   16.0
## 939        147                   American IPA   16.0
## 940        132             American Brown Ale   12.0
## 941        132        American Pale Ale (APA)   12.0
## 942        132            American Blonde Ale   12.0
## 943        132        American Pale Wheat Ale   16.0
## 944        285       American Amber / Red Ale   16.0
## 945        157             American Black Ale   12.0
## 946        157        American Pale Ale (APA)   12.0
## 947         80       American Amber / Red Ale   12.0
## 948        458       American Amber / Red Ale   12.0
## 949        458                   American IPA   12.0
## 950        458              English Brown Ale   12.0
## 951        458        American Pale Wheat Ale   12.0
## 952         80             American Brown Ale   12.0
## 953        551            American Blonde Ale   16.0
## 954        192                   American IPA   12.0
## 955        551        American Pale Ale (APA)   16.0
## 956        192        American Pale Ale (APA)   12.0
## 957        192              English Brown Ale   12.0
## 958        192        American Pale Ale (APA)   12.0
##                            Brewery_Name                City
## 1           King Street Brewing Company           Anchorage
## 2          Midnight Sun Brewing Company           Anchorage
## 3          Midnight Sun Brewing Company           Anchorage
## 4               Alaskan Brewing Company              Juneau
## 5           Kenai River Brewing Company            Soldotna
## 6          Broken Tooth Brewing Company           Anchorage
## 7                Denali Brewing Company           Talkeetna
## 8          Broken Tooth Brewing Company           Anchorage
## 9           Kenai River Brewing Company            Soldotna
## 10               Denali Brewing Company           Talkeetna
## 11         Midnight Sun Brewing Company           Anchorage
## 12         Broken Tooth Brewing Company           Anchorage
## 13          Kenai River Brewing Company            Soldotna
## 14          King Street Brewing Company           Anchorage
## 15               Denali Brewing Company           Talkeetna
## 16        Sleeping Lady Brewing Company           Anchorage
## 17          Kenai River Brewing Company            Soldotna
## 18          Good People Brewing Company          Birmingham
## 19                      Straight to Ale          Huntsville
## 20          Good People Brewing Company          Birmingham
## 21          Good People Brewing Company          Birmingham
## 22              Back Forty Beer Company             Gadsden
## 23          Good People Brewing Company          Birmingham
## 24    Core Brewing & Distilling Company          Springdale
## 25               SanTan Brewing Company            Chandler
## 26               Barrio Brewing Company              Tucson
## 27           Four Peaks Brewing Company               Tempe
## 28               SanTan Brewing Company            Chandler
## 29           Lumberyard Brewing Company           Flagstaff
## 30               SanTan Brewing Company            Chandler
## 31               SanTan Brewing Company            Chandler
## 32               SanTan Brewing Company            Chandler
## 33               SanTan Brewing Company            Chandler
## 34           Lumberyard Brewing Company           Flagstaff
## 35               SanTan Brewing Company            Chandler
## 36               SanTan Brewing Company            Chandler
## 37                    Seabright Brewery          Santa Cruz
## 38            Headlands Brewing Company         Mill Valley
## 39              Mammoth Brewing Company       Mammoth Lakes
## 40               21st Amendment Brewery       San Francisco
## 41           Pizza Port Brewing Company            Carlsbad
## 42     Firestone Walker Brewing Company         Paso Robles
## 43                        TailGate Beer           San Diego
## 44              Ruhstaller Beer Company          Sacramento
## 45                      Mission Brewery           San Diego
## 46                  Golden Road Brewing         Los Angeles
## 47            Mother Earth Brew Company               Vista
## 48        Sierra Nevada Brewing Company               Chico
## 49                    David's Ale Works     Diamond Springs
## 50            Mike Hess Brewing Company           San Diego
## 51             Monkey Paw Pub & Brewery           San Diego
## 52                 Saint Archer Brewery           San Diego
## 53                 Claremont Craft Ales           Claremont
## 54        Ballast Point Brewing Company           San Diego
## 55                      Mission Brewery           San Diego
## 56                  Golden Road Brewing         Los Angeles
## 57            Manzanita Brewing Company              Santee
## 58                 Saint Archer Brewery           San Diego
## 59               21st Amendment Brewery       San Francisco
## 60                        TailGate Beer           San Diego
## 61      Anderson Valley Brewing Company           Boonville
## 62            Headlands Brewing Company         Mill Valley
## 63      Anderson Valley Brewing Company           Boonville
## 64               21st Amendment Brewery       San Francisco
## 65               Speakasy Ales & Lagers       San Francisco
## 66              Fort Point Beer Company       San Francisco
## 67      Anderson Valley Brewing Company           Boonville
## 68               Anchor Brewing Company       San Francisco
## 69               21st Amendment Brewery       San Francisco
## 70              Ruhstaller Beer Company          Sacramento
## 71            Mike Hess Brewing Company           San Diego
## 72           Pizza Port Brewing Company            Carlsbad
## 73        Ballast Point Brewing Company           San Diego
## 74          Santa Cruz Mountain Brewing          Santa Cruz
## 75           The Dudes' Brewing Company            Torrance
## 76                        TailGate Beer           San Diego
## 77      Anderson Valley Brewing Company           Boonville
## 78                    Modern Times Beer           San Diego
## 79                  Golden Road Brewing         Los Angeles
## 80                    Modern Times Beer           San Diego
## 81                  Golden Road Brewing         Los Angeles
## 82                    Modern Times Beer           San Diego
## 83             Monkey Paw Pub & Brewery           San Diego
## 84                    Modern Times Beer           San Diego
## 85          Santa Cruz Mountain Brewing          Santa Cruz
## 86            Mike Hess Brewing Company           San Diego
## 87                        TailGate Beer           San Diego
## 88           The Dudes' Brewing Company            Torrance
## 89           The Dudes' Brewing Company            Torrance
## 90      Anderson Valley Brewing Company           Boonville
## 91               21st Amendment Brewery       San Francisco
## 92          Santa Cruz Mountain Brewing          Santa Cruz
## 93                    Butcher's Brewing            Carlsbad
## 94            Manzanita Brewing Company              Santee
## 95               Anchor Brewing Company       San Francisco
## 96      Anderson Valley Brewing Company           Boonville
## 97        Sierra Nevada Brewing Company               Chico
## 98               Devil's Canyon Brewery             Belmont
## 99      Anderson Valley Brewing Company           Boonville
## 100             Ruhstaller Beer Company          Sacramento
## 101             Mammoth Brewing Company       Mammoth Lakes
## 102                     Mission Brewery           San Diego
## 103           Mike Hess Brewing Company           San Diego
## 104              Anchor Brewing Company       San Francisco
## 105       Central Coast Brewing Company     San Luis Obispo
## 106       Central Coast Brewing Company     San Luis Obispo
## 107     Anderson Valley Brewing Company           Boonville
## 108     Anderson Valley Brewing Company           Boonville
## 109       Sierra Nevada Brewing Company               Chico
## 110     Anderson Valley Brewing Company           Boonville
## 111          The Dudes' Brewing Company            Torrance
## 112           Manzanita Brewing Company              Santee
## 113                    Uncommon Brewers          Santa Cruz
## 114           Manzanita Brewing Company              Santee
## 115       Central Coast Brewing Company     San Luis Obispo
## 116             Fort Point Beer Company       San Francisco
## 117             Fort Point Beer Company       San Francisco
## 118     Anderson Valley Brewing Company           Boonville
## 119             Ruhstaller Beer Company          Sacramento
## 120                   Modern Times Beer           San Diego
## 121           Mike Hess Brewing Company           San Diego
## 122       Ballast Point Brewing Company           San Diego
## 123                    Uncommon Brewers          Santa Cruz
## 124                 Golden Road Brewing         Los Angeles
## 125              Devil's Canyon Brewery             Belmont
## 126              Mavericks Beer Company       Half Moon Bay
## 127       Sierra Nevada Brewing Company               Chico
## 128              Devil's Canyon Brewery             Belmont
## 129             Upslope Brewing Company             Boulder
## 130             Centennial Beer Company             Edwards
## 131          Steamworks Brewing Company             Durango
## 132            Dry Dock Brewing Company              Aurora
## 133            Renegade Brewing Company              Denver
## 134                 Oskar Blues Brewery            Longmont
## 135             Bonfire Brewing Company               Eagle
## 136             Bonfire Brewing Company               Eagle
## 137               Avery Brewing Company             Boulder
## 138             Bonfire Brewing Company               Eagle
## 139               Aspen Brewing Company               Aspen
## 140        Great Divide Brewing Company              Denver
## 141             Bonfire Brewing Company               Eagle
## 142                 Oskar Blues Brewery            Longmont
## 143           Telluride Brewing Company           Telluride
## 144                 Ska Brewing Company             Durango
## 145       Pateros Creek Brewing Company        Fort Collins
## 146                 Oskar Blues Brewery            Longmont
## 147                 Oskar Blues Brewery            Longmont
## 148                 Oskar Blues Brewery            Longmont
## 149         Black Shirt Brewing Company              Denver
## 150             Sanitas Brewing Company             Boulder
## 151             Sanitas Brewing Company             Boulder
## 152                 Oskar Blues Brewery            Longmont
## 153         New Belgium Brewing Company        Fort Collins
## 154                  Pug Ryan's Brewery              Dillon
## 155        Great Divide Brewing Company              Denver
## 156             Centennial Beer Company             Edwards
## 157         New Belgium Brewing Company        Fort Collins
## 158                 Oskar Blues Brewery            Longmont
## 159                 Ska Brewing Company             Durango
## 160                Fate Brewing Company             Boulder
## 161          Steamworks Brewing Company             Durango
## 162                 Oskar Blues Brewery            Longmont
## 163               Avery Brewing Company             Boulder
## 164            Palisade Brewing Company            Palisade
## 165             Upslope Brewing Company             Boulder
## 166      Crazy Mountain Brewing Company             Edwards
## 167       Eddyline Brewery & Restaurant         Buena Vista
## 168                 Oskar Blues Brewery            Longmont
## 169                 Oskar Blues Brewery            Longmont
## 170             Bonfire Brewing Company               Eagle
## 171                 Oskar Blues Brewery            Longmont
## 172                 Oskar Blues Brewery            Longmont
## 173         New Belgium Brewing Company        Fort Collins
## 174                 Oskar Blues Brewery            Longmont
## 175             Bonfire Brewing Company               Eagle
## 176                  Big Choice Brewing          Broomfield
## 177     Crystal Springs Brewing Company             Boulder
## 178          Pikes Peak Brewing Company            Monument
## 179      Crazy Mountain Brewing Company             Edwards
## 180                 Oskar Blues Brewery            Longmont
## 181                Boulder Beer Company             Boulder
## 182             Bonfire Brewing Company               Eagle
## 183             Upslope Brewing Company             Boulder
## 184         New Belgium Brewing Company        Fort Collins
## 185             Upslope Brewing Company             Boulder
## 186               Aspen Brewing Company               Aspen
## 187             Wynkoop Brewing Company              Denver
## 188                 Denver Beer Company              Denver
## 189           Lone Tree Brewing Company           Lone Tree
## 190                  Pug Ryan's Brewery              Dillon
## 191                Boulder Beer Company             Boulder
## 192             Wynkoop Brewing Company              Denver
## 193             Upslope Brewing Company             Boulder
## 194             Upslope Brewing Company             Boulder
## 195            Crabtree Brewing Company             Greeley
## 196            Crabtree Brewing Company             Greeley
## 197                  Pug Ryan's Brewery              Dillon
## 198             Upslope Brewing Company             Boulder
## 199         New Belgium Brewing Company        Fort Collins
## 200        Great Divide Brewing Company              Denver
## 201             Upslope Brewing Company             Boulder
## 202             Upslope Brewing Company             Boulder
## 203               Dad & Dude's Breweria              Aurora
## 204                 Oskar Blues Brewery            Longmont
## 205         New Belgium Brewing Company        Fort Collins
## 206             Bonfire Brewing Company               Eagle
## 207        Great Divide Brewing Company              Denver
## 208             Wynkoop Brewing Company              Denver
## 209             Wynkoop Brewing Company              Denver
## 210                  Big Choice Brewing          Broomfield
## 211             Upslope Brewing Company             Boulder
## 212                  Big Choice Brewing          Broomfield
## 213                 Oskar Blues Brewery            Longmont
## 214               Dad & Dude's Breweria              Aurora
## 215         New Belgium Brewing Company        Fort Collins
## 216                Boulder Beer Company             Boulder
## 217                 Oskar Blues Brewery            Longmont
## 218             Wynkoop Brewing Company              Denver
## 219             Wynkoop Brewing Company              Denver
## 220         New Belgium Brewing Company        Fort Collins
## 221        Great Divide Brewing Company              Denver
## 222                 Oskar Blues Brewery            Longmont
## 223         New England Brewing Company          Woodbridge
## 224           Back East Brewing Company          Bloomfield
## 225           Two Roads Brewing Company           Stratford
## 226         New England Brewing Company          Woodbridge
## 227             DC Brau Brewing Company          Washington
## 228             DC Brau Brewing Company          Washington
## 229             DC Brau Brewing Company          Washington
## 230          Twin Lakes Brewing Company          Greenville
## 231                 Intuition Ale Works        Jacksonville
## 232          Cigar City Brewing Company               Tampa
## 233          Cigar City Brewing Company               Tampa
## 234               Miami Brewing Company               Miami
## 235          Cigar City Brewing Company               Tampa
## 236                  Swamp Head Brewery         Gainesville
## 237          Cigar City Brewing Company               Tampa
## 238                   Bold City Brewery        Jacksonville
## 239          Cigar City Brewing Company               Tampa
## 240                    Brew Bus Brewing               Tampa
## 241           Tampa Bay Brewing Company               Tampa
## 242                 Intuition Ale Works        Jacksonville
## 243                 3 Daughters Brewing       St Petersburg
## 244                  Swamp Head Brewery         Gainesville
## 245                   Engine 15 Brewing  Jacksonville Beach
## 246                   Bold City Brewery        Jacksonville
## 247          Cigar City Brewing Company               Tampa
## 248                    Brew Bus Brewing               Tampa
## 249          Cigar City Brewing Company               Tampa
## 250           Big Storm Brewing Company              Odessa
## 251                    Brew Bus Brewing               Tampa
## 252               Miami Brewing Company               Miami
## 253               Miami Brewing Company               Miami
## 254                 Intuition Ale Works        Jacksonville
## 255          Cigar City Brewing Company               Tampa
## 256          Cigar City Brewing Company               Tampa
## 257                  Swamp Head Brewery         Gainesville
## 258                     Orpheus Brewing             Atlanta
## 259          SweetWater Brewing Company             Atlanta
## 260                     Orpheus Brewing             Atlanta
## 261                  Macon Beer Company               Macon
## 262                  Macon Beer Company               Macon
## 263          SweetWater Brewing Company             Atlanta
## 264         Coastal Empire Beer Company            Savannah
## 265         Coastal Empire Beer Company            Savannah
## 266            Red Hare Brewing Company            Marietta
## 267                Maui Brewing Company             Lahaina
## 268             Hawai'i Nui Brewing Co.                Hilo
## 269             Hawai'i Nui Brewing Co.                Hilo
## 270                Maui Brewing Company             Lahaina
## 271                  Mehana Brewing Co.                Hilo
## 272                Maui Brewing Company             Lahaina
## 273                  Mehana Brewing Co.                Hilo
## 274                Maui Brewing Company             Lahaina
## 275             Hawai'i Nui Brewing Co.                Hilo
## 276                  Mehana Brewing Co.                Hilo
## 277             Hawai'i Nui Brewing Co.                Hilo
## 278                  Mehana Brewing Co.                Hilo
## 279                Maui Brewing Company             Lahaina
## 280          Confluence Brewing Company          Des Moines
## 281             Okoboji Brewing Company         Spirit Lake
## 282             Okoboji Brewing Company         Spirit Lake
## 283                 Great River Brewery           Davenport
## 284                 Great River Brewery           Davenport
## 285             Okoboji Brewing Company         Spirit Lake
## 286             Okoboji Brewing Company         Spirit Lake
## 287                 Great River Brewery           Davenport
## 288                 Great River Brewery           Davenport
## 289                 Great River Brewery           Davenport
## 290                 Great River Brewery           Davenport
## 291                 Great River Brewery           Davenport
## 292                 Great River Brewery           Davenport
## 293                 Great River Brewery           Davenport
## 294                 Great River Brewery           Davenport
## 295        Slanted Rock Brewing Company            Meridian
## 296             Sockeye Brewing Company               Boise
## 297             Payette Brewing Company         Garden City
## 298        Slanted Rock Brewing Company            Meridian
## 299             Sockeye Brewing Company               Boise
## 300             Sockeye Brewing Company               Boise
## 301       Crooked Fence Brewing Company         Garden City
## 302             Payette Brewing Company         Garden City
## 303             Sockeye Brewing Company               Boise
## 304             Sockeye Brewing Company               Boise
## 305       Crooked Fence Brewing Company         Garden City
## 306             Sockeye Brewing Company               Boise
## 307        Two Brothers Brewing Company         Warrenville
## 308            Spiteful Brewing Company             Chicago
## 309          Wild Onion Brewing Company     Lake Barrington
## 310            Spiteful Brewing Company             Chicago
## 311           Pollyanna Brewing Company              Lemont
## 312          Wild Onion Brewing Company     Lake Barrington
## 313        Two Brothers Brewing Company         Warrenville
## 314           Pipeworks Brewing Company             Chicago
## 315                Finch's Beer Company             Chicago
## 316          Wild Onion Brewing Company     Lake Barrington
## 317            Spiteful Brewing Company             Chicago
## 318                     Destihl Brewery         Bloomington
## 319                Finch's Beer Company             Chicago
## 320                  Mikerphone Brewing             Chicago
## 321                     Destihl Brewery         Bloomington
## 322              Half Acre Beer Company             Chicago
## 323              Half Acre Beer Company             Chicago
## 324        Goose Island Brewery Company             Chicago
## 325                  BuckleDown Brewing               Lyons
## 326        Goose Island Brewing Company             Chicago
## 327                     Destihl Brewery         Bloomington
## 328          Revolution Brewing Company             Chicago
## 329          Revolution Brewing Company             Chicago
## 330          Wild Onion Brewing Company     Lake Barrington
## 331        Two Brothers Brewing Company         Warrenville
## 332                Finch's Beer Company             Chicago
## 333                  Mikerphone Brewing             Chicago
## 334                   Big Muddy Brewing         Murphysboro
## 335            Spiteful Brewing Company             Chicago
## 336                  Evil Czech Brewery           Mishawaka
## 337                   Flat 12 Bierwerks        Indianapolis
## 338                   Flat 12 Bierwerks        Indianapolis
## 339             Cutters Brewing Company                Avon
## 340             Cutters Brewing Company                Avon
## 341            Sun King Brewing Company        Indianapolis
## 342                    Burn 'Em Brewing       Michigan City
## 343            Sun King Brewing Company        Indianapolis
## 344                 18th Street Brewery                Gary
## 345                 18th Street Brewery                Gary
## 346            Sun King Brewing Company        Indianapolis
## 347            Sun King Brewing Company        Indianapolis
## 348                 18th Street Brewery                Gary
## 349                Indiana City Brewing        Indianapolis
## 350            Sun King Brewing Company        Indianapolis
## 351                    Burn 'Em Brewing       Michigan City
## 352            Sun King Brewing Company        Indianapolis
## 353                   Chapman's Brewing              Angola
## 354           450 North Brewing Company            Columbus
## 355                 Three Pints Brewing        Martinsville
## 356              Great Crescent Brewery              Aurora
## 357                  Bare Hands Brewery             Granger
## 358           450 North Brewing Company            Columbus
## 359           450 North Brewing Company            Columbus
## 360                    Burn 'Em Brewing       Michigan City
## 361                    Burn 'Em Brewing       Michigan City
## 362            Sun King Brewing Company        Indianapolis
## 363                 18th Street Brewery                Gary
## 364            Sun King Brewing Company        Indianapolis
## 365           450 North Brewing Company            Columbus
## 366             Cutters Brewing Company                Avon
## 367                 18th Street Brewery                Gary
## 368            Sun King Brewing Company        Indianapolis
## 369              Great Crescent Brewery              Aurora
## 370            Sun King Brewing Company        Indianapolis
## 371            Sun King Brewing Company        Indianapolis
## 372                 18th Street Brewery                Gary
## 373             Warbird Brewing Company          Fort Wayne
## 374               Four Fathers Brewing           Valparaiso
## 375               Four Fathers Brewing           Valparaiso
## 376            Sun King Brewing Company        Indianapolis
## 377              Great Crescent Brewery              Aurora
## 378              Upland Brewing Company         Bloomington
## 379              Great Crescent Brewery              Aurora
## 380                 18th Street Brewery                Gary
## 381            Sun King Brewing Company        Indianapolis
## 382            Sun King Brewing Company        Indianapolis
## 383            Sun King Brewing Company        Indianapolis
## 384                 Three Pints Brewing        Martinsville
## 385              Upland Brewing Company         Bloomington
## 386            Sun King Brewing Company        Indianapolis
## 387            Sun King Brewing Company        Indianapolis
## 388               Four Fathers Brewing           Valparaiso
## 389            Sun King Brewing Company        Indianapolis
## 390           Tallgrass Brewing Company           Manhattan
## 391        High Noon Saloon And Brewery         Leavenworth
## 392        High Noon Saloon And Brewery         Leavenworth
## 393           Tallgrass Brewing Company           Manhattan
## 394            Defiance Brewing Company                Hays
## 395           Tallgrass Brewing Company           Manhattan
## 396           Tallgrass Brewing Company           Manhattan
## 397           Tallgrass Brewing Company           Manhattan
## 398           Tallgrass Brewing Company           Manhattan
## 399           Tallgrass Brewing Company           Manhattan
## 400            Defiance Brewing Company                Hays
## 401           Tallgrass Brewing Company           Manhattan
## 402 Alltech's Lexington Brewing Company           Lexington
## 403           Against the Grain Brewery          Louisville
## 404           Against the Grain Brewery          Louisville
## 405           Against the Grain Brewery          Louisville
## 406           Against the Grain Brewery          Louisville
## 407                  West Sixth Brewing           Lexington
## 408           Against The Grain Brewery          Louisville
## 409           Against the Grain Brewery          Louisville
## 410           Against the Grain Brewery          Louisville
## 411           Against The Grain Brewery          Louisville
## 412            Tin Roof Brewing Company         Baton Rouge
## 413 New Orleans Lager & Ale Brewing ...         New Orleans
## 414 New Orleans Lager & Ale Brewing ...         New Orleans
## 415            Tin Roof Brewing Company         Baton Rouge
## 416               Abita Brewing Company       Abita Springs
## 417            Tin Roof Brewing Company         Baton Rouge
## 418 New Orleans Lager & Ale Brewing ...         New Orleans
## 419            Tin Roof Brewing Company         Baton Rouge
## 420                 Boston Beer Company              Boston
## 421               Notch Brewing Company             Ipswich
## 422                       Cisco Brewers           Nantucket
## 423           Berkshire Brewing Company     South Deerfield
## 424                 Northampton Brewery         Northamtpon
## 425                  Beer Works Brewery              Lowell
## 426                     Harpoon Brewery              Boston
## 427                     Big Elm Brewing           Sheffield
## 428           Wachusett Brewing Company         Westminster
## 429            Cape Ann Brewing Company          Gloucester
## 430            Cape Ann Brewing Company          Gloucester
## 431           Wachusett Brewing Company         Westminster
## 432                  Blue Hills Brewery              Canton
## 433                     Harpoon Brewery              Boston
## 434                 Banner Beer Company        Williamsburg
## 435                     Harpoon Brewery              Boston
## 436                     Harpoon Brewery              Boston
## 437                    Wormtown Brewery           Worcester
## 438            Cape Ann Brewing Company          Gloucester
## 439           Wachusett Brewing Company         Westminster
## 440           Wachusett Brewing Company         Westminster
## 441                  Beer Works Brewery              Lowell
## 442                       Cisco Brewers           Nantucket
## 443           Wachusett Brewing Company         Westminster
## 444           Wachusett Brewing Company         Westminster
## 445           Wachusett Brewing Company         Westminster
## 446           Wachusett Brewing Company         Westminster
## 447             Sherwood Forest Brewers         Marlborough
## 448                 Ipswich Ale Brewery             Ipswich
## 449                       Cisco Brewers           Nantucket
## 450                 Union Craft Brewing           Baltimore
## 451 Red Shedman Farm Brewery and Hop...            Mt. Airy
## 452           Stillwater Artisanal Ales           Baltimore
## 453           Stillwater Artisanal Ales           Baltimore
## 454                     Heavy Seas Beer          Halethorpe
## 455                    The Brewer's Art           Baltimore
## 456                 Union Craft Brewing           Baltimore
## 457           Jailbreak Brewing Company              Laurel
## 458            Shipyard Brewing Company            Portland
## 459        Peak Organic Brewing Company            Portland
## 460      Marshall Wharf Brewing Company             Belfast
## 461      Marshall Wharf Brewing Company             Belfast
## 462          D.L. Geary Brewing Company            Portland
## 463      Marshall Wharf Brewing Company             Belfast
## 464              Baxter Brewing Company            Lewiston
## 465                      Brewery Vivant        Grand Rapids
## 466                      Brewery Vivant        Grand Rapids
## 467              Perrin Brewing Company       Comstock Park
## 468                  Blackrocks Brewery           Marquette
## 469                    Big Lake Brewing             Holland
## 470                      Brewery Vivant        Grand Rapids
## 471            Founders Brewing Company        Grand Rapids
## 472           Cheboygan Brewing Company           Cheboygan
## 473         Latitude 42 Brewing Company             Portage
## 474                      Brewery Vivant        Grand Rapids
## 475                  Blackrocks Brewery           Marquette
## 476                      Brewery Vivant        Grand Rapids
## 477        Griffin Claw Brewing Company          Birmingham
## 478                      Brewery Vivant        Grand Rapids
## 479                      Brewery Vivant        Grand Rapids
## 480                    Petoskey Brewing            Petoskey
## 481                      Brewery Vivant        Grand Rapids
## 482                      Brewery Vivant        Grand Rapids
## 483                  Blackrocks Brewery           Marquette
## 484         Witch's Hat Brewing Company          South Lyon
## 485                      Brewery Vivant        Grand Rapids
## 486                      Brewery Vivant        Grand Rapids
## 487                      Brewery Vivant        Grand Rapids
## 488        Griffin Claw Brewing Company          Birmingham
## 489                      Brewery Vivant        Grand Rapids
## 490                      Brewery Vivant        Grand Rapids
## 491         Latitude 42 Brewing Company             Portage
## 492         Witch's Hat Brewing Company          South Lyon
## 493     Rochester Mills Brewing Company           Rochester
## 494           Saugatuck Brewing Company             Douglas
## 495             The Right Brain Brewery       Traverse City
## 496         Latitude 42 Brewing Company             Portage
## 497                      Bell's Brewery           Kalamazoo
## 498              Indeed Brewing Company         Minneapolis
## 499               Surly Brewing Company     Brooklyn Center
## 500                  NorthGate Brewing          Minneapolis
## 501               Surly Brewing Company     Brooklyn Center
## 502              Third Street Brewhouse         Cold Spring
## 503              Indeed Brewing Company         Minneapolis
## 504              Summit Brewing Company            St. Paul
## 505              Indeed Brewing Company         Minneapolis
## 506               Surly Brewing Company     Brooklyn Center
## 507               Surly Brewing Company     Brooklyn Center
## 508              Third Street Brewhouse         Cold Spring
## 509                    Big Wood Brewery     Vadnais Heights
## 510                  NorthGate Brewing          Minneapolis
## 511              Summit Brewing Company             St Paul
## 512                    Big Wood Brewery     Vadnais Heights
## 513                   Bent Brewstillery           Roseville
## 514                   Bauhaus Brew Labs         Minneapolis
## 515                   Bent Brewstillery           Roseville
## 516         Bent Paddle Brewing Company              Duluth
## 517               Surly Brewing Company     Brooklyn Center
## 518                    Big Wood Brewery     Vadnais Heights
## 519                  Tonka Beer Company          Minnetonka
## 520         Bent Paddle Brewing Company              Duluth
## 521         Bent Paddle Brewing Company              Duluth
## 522               Surly Brewing Company     Brooklyn Center
## 523               Surly Brewing Company     Brooklyn Center
## 524                  NorthGate Brewing          Minneapolis
## 525              Summit Brewing Company            St. Paul
## 526              Third Street Brewhouse         Cold Spring
## 527                   Bent Brewstillery           Roseville
## 528              Third Street Brewhouse         Cold Spring
## 529         Bent Paddle Brewing Company              Duluth
## 530    Kirkwood Station Brewing Company            Kirkwood
## 531         Piney River Brewing Company             Bucryus
## 532         Piney River Brewing Company             Bucryus
## 533               Morgan Street Brewery         Saint Louis
## 534         Piney River Brewing Company             Bucryus
## 535                    Mother's Brewing         Springfield
## 536             4 Hands Brewing Company         Saint Louis
## 537              Weston Brewing Company              Weston
## 538         Piney River Brewing Company             Bucryus
## 539              Weston Brewing Company              Weston
## 540            Schlafly Brewing Company         Saint Louis
## 541         Piney River Brewing Company             Bucryus
## 542                    Mother's Brewing         Springfield
## 543             4 Hands Brewing Company         Saint Louis
## 544           Boulevard Brewing Company         Kansas City
## 545            Schlafly Brewing Company         Saint Louis
## 546            Schlafly Brewing Company         Saint Louis
## 547             4 Hands Brewing Company         Saint Louis
## 548             4 Hands Brewing Company         Saint Louis
## 549 Southern Prohibition Brewing Com...         Hattiesburg
## 550 Southern Prohibition Brewing Com...         Hattiesburg
## 551 Southern Prohibition Brewing Com...         Hattiesburg
## 552          Lucky Town Brewing Company             Jackson
## 553          Lucky Town Brewing Company             Jackson
## 554 Southern Prohibition Brewing Com...         Hattiesburg
## 555 Southern Prohibition Brewing Com...         Hattiesburg
## 556 Southern Prohibition Brewing Com...         Hattiesburg
## 557 Southern Prohibition Brewing Com...         Hattiesburg
## 558     Lewis and Clark Brewing Company              Helena
## 559            Tamarack Brewing Company            Lakeside
## 560        Kettle House Brewing Company            Missoula
## 561             Bozeman Brewing Company             Bozeman
## 562             Big Sky Brewing Company            Missoula
## 563             Big Sky Brewing Company            Missoula
## 564        Kettle House Brewing Company            Missoula
## 565                 Bitter Root Brewing            Hamilton
## 566            Tamarack Brewing Company            Lakeside
## 567             Big Sky Brewing Company            Missoula
## 568             Bozeman Brewing Company             Bozeman
## 569     Lewis and Clark Brewing Company              Helena
## 570             Big Sky Brewing Company            Missoula
## 571        Kettle House Brewing Company            Missoula
## 572                 Bitter Root Brewing            Hamilton
## 573     Lewis and Clark Brewing Company              Helena
## 574        Kettle House Brewing Company            Missoula
## 575             Big Sky Brewing Company            Missoula
## 576                 Bitter Root Brewing            Hamilton
## 577            Carolina Beer & Beverage         Mooresville
## 578             Aviator Brewing Company       Fuquay-Varina
## 579 Oskar Blues Brewery (North Carol...             Brevard
## 580              Pisgah Brewing Company      Black Mountain
## 581              Howard Brewing Company              Lenoir
## 582 Oskar Blues Brewery (North Carol...             Brevard
## 583             Aviator Brewing Company       Fuquay-Varina
## 584        Appalachian Mountain Brewery               Boone
## 585           Lonerider Brewing Company             Raleigh
## 586             Aviator Brewing Company       Fuquay-Varina
## 587        Mother Earth Brewing Company             Kinston
## 588                    Carolina Brewery           Pittsboro
## 589        Appalachian Mountain Brewery               Boone
## 590                NoDa Brewing Company           Charlotte
## 591             Catawba Brewing Company           Morganton
## 592                French Broad Brewery           Asheville
## 593            Triangle Brewing Company              Durham
## 594                NoDa Brewing Company           Charlotte
## 595            Carolina Beer & Beverage         Mooresville
## 596            Birdsong Brewing Company           Charlotte
## 597             Catawba Brewing Company           Morganton
## 598             Catawba Brewing Company           Morganton
## 599               Fargo Brewing Company               Fargo
## 600               Fargo Brewing Company               Fargo
## 601               Fargo Brewing Company               Fargo
## 602                Modern Monks Brewery             Lincoln
## 603            Nebraska Brewing Company           Papillion
## 604          Blue Blood Brewing Company             Lincoln
## 605            Nebraska Brewing Company           Papillion
## 606          Blue Blood Brewing Company             Lincoln
## 607          Blue Blood Brewing Company             Lincoln
## 608 Moat Mountain Smoke House & Brew...        North Conway
## 609              Carton Brewing Company  Atlantic Highlands
## 610              Carton Brewing Company  Atlantic Highlands
## 611                 Forgotten Boardwalk         Cherry Hill
## 612              Carton Brewing Company  Atlantic Highlands
## 613                Bolero Snort Brewery     Ridgefield Park
## 614                      Marble Brewery         Albuquerque
## 615            Santa Fe Brewing Company            Santa Fe
## 616            Santa Fe Brewing Company            Santa Fe
## 617            Santa Fe Brewing Company            Santa Fe
## 618             Tractor Brewing Company         Albuquerque
## 619           La Cumbre Brewing Company         Albuquerque
## 620             Tractor Brewing Company         Albuquerque
## 621            Buckbean Brewing Company                Reno
## 622            Buckbean Brewing Company                Reno
## 623        Joseph James Brewing Company           Henderson
## 624        Joseph James Brewing Company           Henderson
## 625                 Sixpoint Craft Ales            Brooklyn
## 626          Blue Point Brewing Company           Patchogue
## 627             Upstate Brewing Company              Elmira
## 628                 Sixpoint Craft Ales            Brooklyn
## 629                   The Bronx Brewery               Bronx
## 630                 Sixpoint Craft Ales            Brooklyn
## 631                   Evil Twin Brewing            Brooklyn
## 632                 Sixpoint Craft Ales            Brooklyn
## 633                 Sixpoint Craft Ales            Brooklyn
## 634                 Sixpoint Craft Ales            Brooklyn
## 635             Upstate Brewing Company              Elmira
## 636                     Chatham Brewing             Chatham
## 637              Dundee Brewing Company           Rochester
## 638                 Sixpoint Craft Ales            Brooklyn
## 639                    Brooklyn Brewery            Brooklyn
## 640                   The Bronx Brewery               Bronx
## 641                 Sixpoint Craft Ales            Brooklyn
## 642                 Sixpoint Craft Ales            Brooklyn
## 643                 Sixpoint Craft Ales            Brooklyn
## 644                 Sixpoint Craft Ales            Brooklyn
## 645                Matt Brewing Company               Utica
## 646                  KelSo Beer Company            Brooklyn
## 647             Montauk Brewing Company             Montauk
## 648                Matt Brewing Company               Utica
## 649                   Evil Twin Brewing            Brooklyn
## 650                    Brooklyn Brewery            Brooklyn
## 651                    Brooklyn Brewery            Brooklyn
## 652                 Sixpoint Craft Ales            Brooklyn
## 653                 Sixpoint Craft Ales            Brooklyn
## 654             Madtree Brewing Company          Cincinnati
## 655            Jackie O's Pub & Brewery              Athens
## 656              Catawba Island Brewing        Port Clinton
## 657             Madtree Brewing Company          Cincinnati
## 658             Madtree Brewing Company          Cincinnati
## 659         Seventh Son Brewing Company            Columbus
## 660             Madtree Brewing Company          Cincinnati
## 661                  Fat Head's Brewery  Middleburg Heights
## 662                  Fat Head's Brewery  Middleburg Heights
## 663                  Rhinegeist Brewery          Cincinnati
## 664           Rivertown Brewing Company            Lockland
## 665             Madtree Brewing Company          Cincinnati
## 666                  Rhinegeist Brewery          Cincinnati
## 667         Seventh Son Brewing Company            Columbus
## 668           Rivertown Brewing Company            Lockland
## 669         Warped Wing Brewing Company              Dayton
## 670         Warped Wing Brewing Company              Dayton
## 671         Seventh Son Brewing Company            Columbus
## 672             Madtree Brewing Company          Cincinnati
## 673                  Rhinegeist Brewery          Cincinnati
## 674  Christian Moerlein Brewing Company          Cincinnati
## 675         Warped Wing Brewing Company              Dayton
## 676                      COOP Ale Works       Oklahoma City
## 677              Anthem Brewing Company       Oklahoma City
## 678        Dead Armadillo Craft Brewing               Tulsa
## 679             Mustang Brewing Company             Mustang
## 680                      COOP Ale Works       Oklahoma City
## 681           RoughTail Brewing Company        Midwest City
## 682           RoughTail Brewing Company        Midwest City
## 683                      COOP Ale Works       Oklahoma City
## 684             Astoria Brewing Company             Astoria
## 685              Hopworks Urban Brewery            Portland
## 686              Hopworks Urban Brewery            Portland
## 687            Fearless Brewing Company            Estacada
## 688            Fearless Brewing Company            Estacada
## 689                 Fort George Brewery             Astoria
## 690              Hopworks Urban Brewery            Portland
## 691              Hopworks Urban Brewery            Portland
## 692              Worthy Brewing Company                Bend
## 693            Fearless Brewing Company            Estacada
## 694              Worthy Brewing Company                Bend
## 695            Fearless Brewing Company            Estacada
## 696            Fearless Brewing Company            Estacada
## 697              Hopworks Urban Brewery            Portland
## 698              Hopworks Urban Brewery            Portland
## 699              Hopworks Urban Brewery            Portland
## 700           Good Life Brewing Company                Bend
## 701                      Natian Brewery            Portland
## 702              Hopworks Urban Brewery            Portland
## 703              Hopworks Urban Brewery            Portland
## 704              Hopworks Urban Brewery            Portland
## 705              Hopworks Urban Brewery            Portland
## 706                 Fort George Brewery             Astoria
## 707                 Fort George Brewery             Astoria
## 708           Good Life Brewing Company                Bend
## 709                      Natian Brewery            Portland
## 710                 Fort George Brewery             Astoria
## 711                 Fort George Brewery             Astoria
## 712              Hopworks Urban Brewery            Portland
## 713                 Fort George Brewery             Astoria
## 714              Worthy Brewing Company                Bend
## 715              Hopworks Urban Brewery            Portland
## 716                 Fort George Brewery             Astoria
## 717             Caldera Brewing Company             Ashland
## 718        MacTarnahans Brewing Company            Portland
## 719          Hop Valley Brewing Company         Springfield
## 720          Hop Valley Brewing Company         Springfield
## 721                Three Creeks Brewing             Sisters
## 722              Worthy Brewing Company                Bend
## 723                 Fort George Brewery             Astoria
## 724                    Oakshire Brewing              Eugene
## 725             Caldera Brewing Company             Ashland
## 726                    Oakshire Brewing              Eugene
## 727                Three Creeks Brewing             Sisters
## 728              Hopworks Urban Brewery            Portland
## 729                      Natian Brewery            Portland
## 730                      Natian Brewery            Portland
## 731          Hop Valley Brewing Company         Springfield
## 732                      Natian Brewery            Portland
## 733          Hop Valley Brewing Company         Springfield
## 734        MacTarnahans Brewing Company            Portland
## 735           Coalition Brewing Company            Portland
## 736                          Rogue Ales             Newport
## 737                      Natian Brewery            Portland
## 738          Hop Valley Brewing Company         Springfield
## 739          Hop Valley Brewing Company         Springfield
## 740                    Oakshire Brewing              Eugene
## 741                Goodlife Brewing Co.                Bend
## 742              Hopworks Urban Brewery            Portland
## 743             Caldera Brewing Company             Ashland
## 744              Hopworks Urban Brewery            Portland
## 745           Coalition Brewing Company            Portland
## 746                   Deschutes Brewery                Bend
## 747             Caldera Brewing Company             Ashland
## 748              Hopworks Urban Brewery            Portland
## 749             Sly Fox Brewing Company           Pottstown
## 750            Hop Farm Brewing Company          Pittsburgh
## 751        Spring House Brewing Company           Conestoga
## 752             Sly Fox Brewing Company           Pottstown
## 753                  Round Guys Brewing            Lansdale
## 754             Sly Fox Brewing Company        Phoenixville
## 755              Lavery Brewing Company                Erie
## 756              Boxcar Brewing Company        West Chester
## 757           Old Forge Brewing Company            Danville
## 758                  Round Guys Brewing            Lansdale
## 759              Boxcar Brewing Company        West Chester
## 760              Tröegs Brewing Company             Hershey
## 761             Sly Fox Brewing Company           Pottstown
## 762            Hop Farm Brewing Company          Pittsburgh
## 763            Manayunk Brewing Company        Philadelphia
## 764           Old Forge Brewing Company            Danville
## 765           Old Forge Brewing Company            Danville
## 766                 Liquid Hero Brewery                York
## 767           Old Forge Brewing Company            Danville
## 768              Lavery Brewing Company                Erie
## 769                           Mikkeller           Pottstown
## 770          Rivertowne Brewing Company              Export
## 771          Rivertowne Brewing Company              Export
## 772     Neshaminy Creek Brewing Company             Croydon
## 773           Old Forge Brewing Company            Danville
## 774     Coastal Extreme Brewing Company             Newport
## 775   Grey Sail Brewing of Rhode Island            Westerly
## 776   Grey Sail Brewing of Rhode Island            Westerly
## 777        Narragansett Brewing Company          Providence
## 778     Coastal Extreme Brewing Company             Newport
## 779           Foolproof Brewing Company           Pawtucket
## 780   Grey Sail Brewing of Rhode Island            Westerly
## 781           Grey Sail Brewing Company            Westerly
## 782        Narragansett Brewing Company          Providence
## 783           Foolproof Brewing Company           Pawtucket
## 784           Westbrook Brewing Company        Mt. Pleasant
## 785               COAST Brewing Company          Charleston
## 786           New South Brewing Company        Myrtle Beach
## 787               Quest Brewing Company          Greenville
## 788           Crow Peak Brewing Company           Spearfish
## 789           Crow Peak Brewing Company           Spearfish
## 790           Jackalope Brewing Company           Nashville
## 791            Wiseacre Brewing Company             Memphis
## 792            Wiseacre Brewing Company             Memphis
## 793           Big River Brewing Company         Chattanooga
## 794                 Cedar Creek Brewery        Seven Points
## 795           Twisted X Brewing Company    Dripping Springs
## 796 Uncle Billy's Brewery and Smokeh...              Austin
## 797             Karbach Brewing Company             Houston
## 798         Oasis Texas Brewing Company              Austin
## 799                South Austin Brewery        South Austin
## 800            Real Ale Brewing Company              Blanco
## 801                  Texian Brewing Co.            Richmond
## 802            Big Bend Brewing Company              Alpine
## 803                  Texian Brewing Co.            Richmond
## 804        Four Corners Brewing Company              Dallas
## 805          Deep Ellum Brewing Company              Dallas
## 806        Martin House Brewing Company          Fort Worth
## 807       Southern Star Brewing Company              Conroe
## 808            Freetail Brewing Company         San Antonio
## 809                    Austin Beerworks              Austin
## 810            Real Ale Brewing Company              Blanco
## 811       Southern Star Brewing Company              Conroe
## 812                 Cedar Creek Brewery        Seven Points
## 813       Buffalo Bayou Brewing Company             Houston
## 814       Southern Star Brewing Company              Conroe
## 815            Freetail Brewing Company         San Antonio
## 816                 Cedar Creek Brewery        Seven Points
## 817          Deep Ellum Brewing Company              Dallas
## 818          Deep Ellum Brewing Company              Dallas
## 819        Martin House Brewing Company          Fort Worth
## 820              Pete's Brewing Company         San Antonio
## 821            Freetail Brewing Company         San Antonio
## 822            Real Ale Brewing Company              Blanco
## 823                South Austin Brewery        South Austin
## 824        Martin House Brewing Company          Fort Worth
## 825        Martin House Brewing Company          Fort Worth
## 826       Southern Star Brewing Company              Conroe
## 827       Southern Star Brewing Company              Conroe
## 828                Hops & Grain Brewery              Austin
## 829        Martin House Brewing Company          Fort Worth
## 830            Real Ale Brewing Company              Blanco
## 831                    Austin Beerworks              Austin
## 832       Southern Star Brewing Company              Conroe
## 833          Deep Ellum Brewing Company              Dallas
## 834       Southern Star Brewing Company              Conroe
## 835                    Austin Beerworks              Austin
## 836          Deep Ellum Brewing Company              Dallas
## 837         Rahr & Sons Brewing Company          Fort Worth
## 838        Independence Brewing Company              Austin
## 839            Infamous Brewing Company              Austin
## 840                Hops & Grain Brewery              Austin
## 841        New Republic Brewing Company     College Station
## 842        New Republic Brewing Company     College Station
## 843       Southern Star Brewing Company              Conroe
## 844       Southern Star Brewing Company              Conroe
## 845            Infamous Brewing Company              Austin
## 846        Independence Brewing Company              Austin
## 847       Southern Star Brewing Company              Conroe
## 848               Uinta Brewing Company      Salt Lake City
## 849            Utah Brewers Cooperative      Salt Lake City
## 850               Uinta Brewing Company      Salt Lake City
## 851               Uinta Brewing Company      Salt Lake City
## 852               Uinta Brewing Company      Salt Lake City
## 853            Utah Brewers Cooperative      Salt Lake City
## 854                        Moab Brewery                Moab
## 855            Utah Brewers Cooperative      Salt Lake City
## 856               Uinta Brewing Company      Salt Lake City
## 857                        Moab Brewery                Moab
## 858          Smartmouth Brewing Company             Norfolk
## 859       Three Notch'd Brewing Company     Charlottesville
## 860          Smartmouth Brewing Company             Norfolk
## 861    Devil's Backbone Brewing Company           Lexington
## 862       Three Notch'd Brewing Company     Charlottesville
## 863 Center of the Universe Brewing C...             Ashland
## 864           Wild Wolf Brewing Company          Nellysford
## 865           Wild Wolf Brewing Company          Nellysford
## 866    Devil's Backbone Brewing Company           Lexington
## 867        Hardywood Park Craft Brewery            Richmond
## 868            Champion Brewing Company     Charlottesville
## 869          Lost Rhino Brewing Company             Ashburn
## 870               Blue Mountain Brewery               Afton
## 871               Beach Brewing Company      Virginia Beach
## 872         Sunken City Brewing Company               Hardy
## 873          Smartmouth Brewing Company             Norfolk
## 874                  Starr Hill Brewery              Crozet
## 875               Blue Mountain Brewery               Afton
## 876                Flying Mouse Brewery          Troutville
## 877                  Starr Hill Brewery              Crozet
## 878        Hardywood Park Craft Brewery            Richmond
## 879        Hardywood Park Craft Brewery            Richmond
## 880          Wolf Hills Brewing Company            Abingdon
## 881           Wild Wolf Brewing Company          Nellysford
## 882          Fiddlehead Brewing Company           Shelburne
## 883                       The Alchemist           Waterbury
## 884          Long Trail Brewing Company Bridgewater Corners
## 885                       The Alchemist           Waterbury
## 886          Long Trail Brewing Company Bridgewater Corners
## 887                       The Alchemist           Waterbury
## 888                 Otter Creek Brewing          Middlebury
## 889                 Otter Creek Brewing           Waterbury
## 890                       The Alchemist           Waterbury
## 891                       The Alchemist           Waterbury
## 892                 Lost Nation Brewing      East Fairfield
## 893             Fremont Brewing Company             Seattle
## 894               Aslan Brewing Company          Bellingham
## 895             Fremont Brewing Company             Seattle
## 896           Two Beers Brewing Company             Seattle
## 897           Two Beers Brewing Company             Seattle
## 898             Fremont Brewing Company             Seattle
## 899                 Everybody's Brewing        White Salmon
## 900           Two Beers Brewing Company             Seattle
## 901                     Hilliard's Beer             Seattle
## 902           Two Beers Brewing Company             Seattle
## 903                     Hilliard's Beer             Seattle
## 904             Fremont Brewing Company             Seattle
## 905              7 Seas Brewing Company          Gig Harbor
## 906                     Redhook Brewery         Woodinville
## 907              7 Seas Brewing Company          Gig Harbor
## 908                     Redhook Brewery         Woodinville
## 909             Fremont Brewing Company             Seattle
## 910           Northwest Brewing Company             Pacific
## 911        Bale Breaker Brewing Company              Yakima
## 912             Airways Brewing Company                Kent
## 913           Two Beers Brewing Company             Seattle
## 914           Two Beers Brewing Company             Seattle
## 915           Two Beers Brewing Company             Seattle
## 916             Amnesia Brewing Company           Washougal
## 917              7 Seas Brewing Company          Gig Harbor
## 918                     Kulshan Brewery          Bellingham
## 919                     Hilliard's Beer             Seattle
## 920           Two Beers Brewing Company             Seattle
## 921           Two Beers Brewing Company             Seattle
## 922              Dick's Brewing Company           Centralia
## 923           Northwest Brewing Company             Pacific
## 924        Dirty Bucket Brewing Company         Woodinville
## 925                     Capital Brewery           Middleton
## 926           Milwaukee Brewing Company           Milwaukee
## 927                  Northwoods Brewpub          Eau Claire
## 928          James Page Brewing Company       Stevens Point
## 929           Milwaukee Brewing Company           Milwaukee
## 930             Lucette Brewing Company           Menominie
## 931             Lucette Brewing Company           Menominie
## 932                  Hinterland Brewery           Green Bay
## 933               Stevens Point Brewery       Stevens Point
## 934          James Page Brewing Company       Stevens Point
## 935               Stevens Point Brewery       Stevens Point
## 936               Stevens Point Brewery       Stevens Point
## 937               Stevens Point Brewery       Stevens Point
## 938           Milwaukee Brewing Company           Milwaukee
## 939                        Angry Minnow             Hayward
## 940               Stevens Point Brewery       Stevens Point
## 941               Stevens Point Brewery       Stevens Point
## 942               Stevens Point Brewery       Stevens Point
## 943               Stevens Point Brewery       Stevens Point
## 944           Milwaukee Brewing Company           Milwaukee
## 945   Greenbrier Valley Brewing Company           Lewisburg
## 946   Greenbrier Valley Brewing Company           Lewisburg
## 947         Black Tooth Brewing Company            Sheridan
## 948     The Black Tooth Brewing Company            Sheridan
## 949     The Black Tooth Brewing Company            Sheridan
## 950     The Black Tooth Brewing Company            Sheridan
## 951     The Black Tooth Brewing Company            Sheridan
## 952         Black Tooth Brewing Company            Sheridan
## 953          Wind River Brewing Company            Pinedale
## 954         Snake River Brewing Company             Jackson
## 955          Wind River Brewing Company            Pinedale
## 956         Snake River Brewing Company             Jackson
## 957         Snake River Brewing Company             Jackson
## 958         Snake River Brewing Company             Jackson
##                    State Ale_Style
## 1                 Alaska       Ale
## 2                 Alaska       IPA
## 3                 Alaska       Ale
## 4                 Alaska       Ale
## 5                 Alaska       Ale
## 6                 Alaska       IPA
## 7                 Alaska       IPA
## 8                 Alaska       Ale
## 9                 Alaska       Ale
## 10                Alaska       Ale
## 11                Alaska       IPA
## 12                Alaska       Ale
## 13                Alaska       Ale
## 14                Alaska       IPA
## 15                Alaska       Ale
## 16                Alaska       Ale
## 17                Alaska       IPA
## 18               Alabama       IPA
## 19               Alabama       IPA
## 20               Alabama       IPA
## 21               Alabama       Ale
## 22               Alabama       Ale
## 23               Alabama       Ale
## 24              Arkansas       Ale
## 25               Arizona       Ale
## 26               Arizona       Ale
## 27               Arizona       Ale
## 28               Arizona       IPA
## 29               Arizona       IPA
## 30               Arizona       IPA
## 31               Arizona       IPA
## 32               Arizona       Ale
## 33               Arizona       Ale
## 34               Arizona       Ale
## 35               Arizona       Ale
## 36               Arizona       IPA
## 37            California       IPA
## 38            California       IPA
## 39            California       Ale
## 40            California       IPA
## 41            California       Ale
## 42            California       IPA
## 43            California       IPA
## 44            California       Ale
## 45            California       Ale
## 46            California       IPA
## 47            California       Ale
## 48            California       IPA
## 49            California       Ale
## 50            California       Ale
## 51            California       Ale
## 52            California       Ale
## 53            California       IPA
## 54            California       IPA
## 55            California       IPA
## 56            California       IPA
## 57            California       IPA
## 58            California       IPA
## 59            California       Ale
## 60            California       IPA
## 61            California       Ale
## 62            California       IPA
## 63            California       Ale
## 64            California       IPA
## 65            California       IPA
## 66            California       Ale
## 67            California       Ale
## 68            California       Ale
## 69            California       Ale
## 70            California       Ale
## 71            California       Ale
## 72            California       IPA
## 73            California       IPA
## 74            California       IPA
## 75            California       IPA
## 76            California       Ale
## 77            California       IPA
## 78            California       Ale
## 79            California       IPA
## 80            California       Ale
## 81            California       IPA
## 82            California       Ale
## 83            California       Ale
## 84            California       Ale
## 85            California       Ale
## 86            California       IPA
## 87            California       IPA
## 88            California       IPA
## 89            California       Ale
## 90            California       IPA
## 91            California       IPA
## 92            California       IPA
## 93            California       Ale
## 94            California       Ale
## 95            California       IPA
## 96            California       Ale
## 97            California       Ale
## 98            California       Ale
## 99            California       Ale
## 100           California       Ale
## 101           California       IPA
## 102           California       IPA
## 103           California       IPA
## 104           California       IPA
## 105           California       IPA
## 106           California       Ale
## 107           California       Ale
## 108           California       Ale
## 109           California       IPA
## 110           California       Ale
## 111           California       Ale
## 112           California       Ale
## 113           California       Ale
## 114           California       IPA
## 115           California       IPA
## 116           California       IPA
## 117           California       Ale
## 118           California       Ale
## 119           California       Ale
## 120           California       Ale
## 121           California       IPA
## 122           California       IPA
## 123           California       Ale
## 124           California       IPA
## 125           California       Ale
## 126           California       Ale
## 127           California       Ale
## 128           California       IPA
## 129             Colorado       Ale
## 130             Colorado       Ale
## 131             Colorado       Ale
## 132             Colorado       IPA
## 133             Colorado       Ale
## 134             Colorado       IPA
## 135             Colorado       Ale
## 136             Colorado       IPA
## 137             Colorado       IPA
## 138             Colorado       Ale
## 139             Colorado       Ale
## 140             Colorado       Ale
## 141             Colorado       Ale
## 142             Colorado       IPA
## 143             Colorado       Ale
## 144             Colorado       Ale
## 145             Colorado       Ale
## 146             Colorado       Ale
## 147             Colorado       IPA
## 148             Colorado       Ale
## 149             Colorado       Ale
## 150             Colorado       Ale
## 151             Colorado       Ale
## 152             Colorado       Ale
## 153             Colorado       IPA
## 154             Colorado       Ale
## 155             Colorado       Ale
## 156             Colorado       Ale
## 157             Colorado       Ale
## 158             Colorado       Ale
## 159             Colorado       IPA
## 160             Colorado       IPA
## 161             Colorado       IPA
## 162             Colorado       IPA
## 163             Colorado       Ale
## 164             Colorado       IPA
## 165             Colorado       Ale
## 166             Colorado       Ale
## 167             Colorado       IPA
## 168             Colorado       IPA
## 169             Colorado       Ale
## 170             Colorado       Ale
## 171             Colorado       Ale
## 172             Colorado       Ale
## 173             Colorado       Ale
## 174             Colorado       Ale
## 175             Colorado       IPA
## 176             Colorado       Ale
## 177             Colorado       Ale
## 178             Colorado       IPA
## 179             Colorado       Ale
## 180             Colorado       IPA
## 181             Colorado       Ale
## 182             Colorado       Ale
## 183             Colorado       Ale
## 184             Colorado       IPA
## 185             Colorado       Ale
## 186             Colorado       IPA
## 187             Colorado       Ale
## 188             Colorado       IPA
## 189             Colorado       Ale
## 190             Colorado       Ale
## 191             Colorado       Ale
## 192             Colorado       Ale
## 193             Colorado       Ale
## 194             Colorado       Ale
## 195             Colorado       Ale
## 196             Colorado       Ale
## 197             Colorado       Ale
## 198             Colorado       Ale
## 199             Colorado       Ale
## 200             Colorado       IPA
## 201             Colorado       IPA
## 202             Colorado       IPA
## 203             Colorado       IPA
## 204             Colorado       IPA
## 205             Colorado       IPA
## 206             Colorado       IPA
## 207             Colorado       Ale
## 208             Colorado       Ale
## 209             Colorado       Ale
## 210             Colorado       IPA
## 211             Colorado       Ale
## 212             Colorado       Ale
## 213             Colorado       IPA
## 214             Colorado       IPA
## 215             Colorado       Ale
## 216             Colorado       Ale
## 217             Colorado       IPA
## 218             Colorado       Ale
## 219             Colorado       IPA
## 220             Colorado       Ale
## 221             Colorado       Ale
## 222             Colorado       Ale
## 223          Connecticut       IPA
## 224          Connecticut       IPA
## 225          Connecticut       IPA
## 226          Connecticut       Ale
## 227 District of Columbia       Ale
## 228 District of Columbia       IPA
## 229 District of Columbia       Ale
## 230             Delaware       Ale
## 231              Florida       Ale
## 232              Florida       Ale
## 233              Florida       IPA
## 234              Florida       IPA
## 235              Florida       IPA
## 236              Florida       Ale
## 237              Florida       IPA
## 238              Florida       Ale
## 239              Florida       IPA
## 240              Florida       Ale
## 241              Florida       IPA
## 242              Florida       Ale
## 243              Florida       Ale
## 244              Florida       Ale
## 245              Florida       Ale
## 246              Florida       Ale
## 247              Florida       IPA
## 248              Florida       IPA
## 249              Florida       Ale
## 250              Florida       IPA
## 251              Florida       Ale
## 252              Florida       Ale
## 253              Florida       Ale
## 254              Florida       IPA
## 255              Florida       IPA
## 256              Florida       IPA
## 257              Florida       IPA
## 258              Georgia       Ale
## 259              Georgia       Ale
## 260              Georgia       Ale
## 261              Georgia       Ale
## 262              Georgia       Ale
## 263              Georgia       IPA
## 264              Georgia       Ale
## 265              Georgia       Ale
## 266              Georgia       Ale
## 267               Hawaii       Ale
## 268               Hawaii       Ale
## 269               Hawaii       Ale
## 270               Hawaii       Ale
## 271               Hawaii       IPA
## 272               Hawaii       Ale
## 273               Hawaii       Ale
## 274               Hawaii       Ale
## 275               Hawaii       Ale
## 276               Hawaii       Ale
## 277               Hawaii       Ale
## 278               Hawaii       Ale
## 279               Hawaii       Ale
## 280                 Iowa       Ale
## 281                 Iowa       Ale
## 282                 Iowa       Ale
## 283                 Iowa       Ale
## 284                 Iowa       Ale
## 285                 Iowa       Ale
## 286                 Iowa       Ale
## 287                 Iowa       Ale
## 288                 Iowa       Ale
## 289                 Iowa       Ale
## 290                 Iowa       IPA
## 291                 Iowa       Ale
## 292                 Iowa       Ale
## 293                 Iowa       Ale
## 294                 Iowa       Ale
## 295                Idaho       IPA
## 296                Idaho       Ale
## 297                Idaho       Ale
## 298                Idaho       Ale
## 299                Idaho       IPA
## 300                Idaho       IPA
## 301                Idaho       Ale
## 302                Idaho       IPA
## 303                Idaho       IPA
## 304                Idaho       IPA
## 305                Idaho       Ale
## 306                Idaho       Ale
## 307             Illinois       Ale
## 308             Illinois       Ale
## 309             Illinois       Ale
## 310             Illinois       IPA
## 311             Illinois       Ale
## 312             Illinois       Ale
## 313             Illinois       Ale
## 314             Illinois       Ale
## 315             Illinois       Ale
## 316             Illinois       Ale
## 317             Illinois       IPA
## 318             Illinois       Ale
## 319             Illinois       Ale
## 320             Illinois       IPA
## 321             Illinois       IPA
## 322             Illinois       Ale
## 323             Illinois       Ale
## 324             Illinois       IPA
## 325             Illinois       Ale
## 326             Illinois       Ale
## 327             Illinois       Ale
## 328             Illinois       Ale
## 329             Illinois       Ale
## 330             Illinois       Ale
## 331             Illinois       Ale
## 332             Illinois       IPA
## 333             Illinois       Ale
## 334             Illinois       IPA
## 335             Illinois       IPA
## 336              Indiana       Ale
## 337              Indiana       Ale
## 338              Indiana       IPA
## 339              Indiana       IPA
## 340              Indiana       Ale
## 341              Indiana       IPA
## 342              Indiana       Ale
## 343              Indiana       IPA
## 344              Indiana       Ale
## 345              Indiana       Ale
## 346              Indiana       IPA
## 347              Indiana       Ale
## 348              Indiana       Ale
## 349              Indiana       Ale
## 350              Indiana       Ale
## 351              Indiana       IPA
## 352              Indiana       IPA
## 353              Indiana       Ale
## 354              Indiana       Ale
## 355              Indiana       Ale
## 356              Indiana       IPA
## 357              Indiana       IPA
## 358              Indiana       IPA
## 359              Indiana       Ale
## 360              Indiana       Ale
## 361              Indiana       Ale
## 362              Indiana       Ale
## 363              Indiana       Ale
## 364              Indiana       Ale
## 365              Indiana       Ale
## 366              Indiana       Ale
## 367              Indiana       IPA
## 368              Indiana       Ale
## 369              Indiana       Ale
## 370              Indiana       Ale
## 371              Indiana       Ale
## 372              Indiana       IPA
## 373              Indiana       Ale
## 374              Indiana       IPA
## 375              Indiana       Ale
## 376              Indiana       Ale
## 377              Indiana       IPA
## 378              Indiana       IPA
## 379              Indiana       Ale
## 380              Indiana       IPA
## 381              Indiana       Ale
## 382              Indiana       IPA
## 383              Indiana       IPA
## 384              Indiana       Ale
## 385              Indiana       IPA
## 386              Indiana       IPA
## 387              Indiana       Ale
## 388              Indiana       IPA
## 389              Indiana       Ale
## 390               Kansas       Ale
## 391               Kansas       Ale
## 392               Kansas       Ale
## 393               Kansas       Ale
## 394               Kansas       IPA
## 395               Kansas       Ale
## 396               Kansas       Ale
## 397               Kansas       IPA
## 398               Kansas       IPA
## 399               Kansas       Ale
## 400               Kansas       Ale
## 401               Kansas       Ale
## 402             Kentucky       IPA
## 403             Kentucky       Ale
## 404             Kentucky       Ale
## 405             Kentucky       Ale
## 406             Kentucky       Ale
## 407             Kentucky       Ale
## 408             Kentucky       IPA
## 409             Kentucky       Ale
## 410             Kentucky       IPA
## 411             Kentucky       Ale
## 412            Louisiana       IPA
## 413            Louisiana       Ale
## 414            Louisiana       Ale
## 415            Louisiana       Ale
## 416            Louisiana       IPA
## 417            Louisiana       Ale
## 418            Louisiana       IPA
## 419            Louisiana       Ale
## 420        Massachusetts       IPA
## 421        Massachusetts       IPA
## 422        Massachusetts       Ale
## 423        Massachusetts       Ale
## 424        Massachusetts       IPA
## 425        Massachusetts       IPA
## 426        Massachusetts       IPA
## 427        Massachusetts       IPA
## 428        Massachusetts       IPA
## 429        Massachusetts       IPA
## 430        Massachusetts       Ale
## 431        Massachusetts       IPA
## 432        Massachusetts       IPA
## 433        Massachusetts       IPA
## 434        Massachusetts       Ale
## 435        Massachusetts       Ale
## 436        Massachusetts       IPA
## 437        Massachusetts       IPA
## 438        Massachusetts       Ale
## 439        Massachusetts       Ale
## 440        Massachusetts       Ale
## 441        Massachusetts       Ale
## 442        Massachusetts       Ale
## 443        Massachusetts       IPA
## 444        Massachusetts       IPA
## 445        Massachusetts       Ale
## 446        Massachusetts       IPA
## 447        Massachusetts       Ale
## 448        Massachusetts       Ale
## 449        Massachusetts       IPA
## 450             Maryland       IPA
## 451             Maryland       IPA
## 452             Maryland       Ale
## 453             Maryland       Ale
## 454             Maryland       IPA
## 455             Maryland       Ale
## 456             Maryland       Ale
## 457             Maryland       IPA
## 458                Maine       Ale
## 459                Maine       Ale
## 460                Maine       IPA
## 461                Maine       Ale
## 462                Maine       Ale
## 463                Maine       Ale
## 464                Maine       Ale
## 465             Michigan       Ale
## 466             Michigan       Ale
## 467             Michigan       IPA
## 468             Michigan       Ale
## 469             Michigan       IPA
## 470             Michigan       Ale
## 471             Michigan       IPA
## 472             Michigan       IPA
## 473             Michigan       IPA
## 474             Michigan       Ale
## 475             Michigan       Ale
## 476             Michigan       Ale
## 477             Michigan       Ale
## 478             Michigan       Ale
## 479             Michigan       Ale
## 480             Michigan       Ale
## 481             Michigan       Ale
## 482             Michigan       Ale
## 483             Michigan       IPA
## 484             Michigan       Ale
## 485             Michigan       IPA
## 486             Michigan       Ale
## 487             Michigan       IPA
## 488             Michigan       IPA
## 489             Michigan       IPA
## 490             Michigan       Ale
## 491             Michigan       Ale
## 492             Michigan       IPA
## 493             Michigan       IPA
## 494             Michigan       Ale
## 495             Michigan       Ale
## 496             Michigan       Ale
## 497             Michigan       IPA
## 498            Minnesota       IPA
## 499            Minnesota       Ale
## 500            Minnesota       Ale
## 501            Minnesota       IPA
## 502            Minnesota       Ale
## 503            Minnesota       Ale
## 504            Minnesota       IPA
## 505            Minnesota       Ale
## 506            Minnesota       Ale
## 507            Minnesota       Ale
## 508            Minnesota       Ale
## 509            Minnesota       Ale
## 510            Minnesota       Ale
## 511            Minnesota       Ale
## 512            Minnesota       IPA
## 513            Minnesota       IPA
## 514            Minnesota       IPA
## 515            Minnesota       Ale
## 516            Minnesota       Ale
## 517            Minnesota       Ale
## 518            Minnesota       IPA
## 519            Minnesota       IPA
## 520            Minnesota       Ale
## 521            Minnesota       IPA
## 522            Minnesota       IPA
## 523            Minnesota       IPA
## 524            Minnesota       IPA
## 525            Minnesota       Ale
## 526            Minnesota       Ale
## 527            Minnesota       IPA
## 528            Minnesota       Ale
## 529            Minnesota       IPA
## 530             Missouri       Ale
## 531             Missouri       Ale
## 532             Missouri       Ale
## 533             Missouri       Ale
## 534             Missouri       Ale
## 535             Missouri       Ale
## 536             Missouri       Ale
## 537             Missouri       IPA
## 538             Missouri       IPA
## 539             Missouri       Ale
## 540             Missouri       IPA
## 541             Missouri       Ale
## 542             Missouri       IPA
## 543             Missouri       IPA
## 544             Missouri       IPA
## 545             Missouri       Ale
## 546             Missouri       Ale
## 547             Missouri       IPA
## 548             Missouri       Ale
## 549          Mississippi       Ale
## 550          Mississippi       Ale
## 551          Mississippi       Ale
## 552          Mississippi       Ale
## 553          Mississippi       Ale
## 554          Mississippi       Ale
## 555          Mississippi       IPA
## 556          Mississippi       Ale
## 557          Mississippi       IPA
## 558              Montana       Ale
## 559              Montana       Ale
## 560              Montana       IPA
## 561              Montana       IPA
## 562              Montana       Ale
## 563              Montana       Ale
## 564              Montana       IPA
## 565              Montana       Ale
## 566              Montana       IPA
## 567              Montana       Ale
## 568              Montana       Ale
## 569              Montana       IPA
## 570              Montana       IPA
## 571              Montana       Ale
## 572              Montana       Ale
## 573              Montana       Ale
## 574              Montana       IPA
## 575              Montana       Ale
## 576              Montana       Ale
## 577       North Carolina       Ale
## 578       North Carolina       IPA
## 579       North Carolina       IPA
## 580       North Carolina       Ale
## 581       North Carolina       Ale
## 582       North Carolina       Ale
## 583       North Carolina       Ale
## 584       North Carolina       Ale
## 585       North Carolina       Ale
## 586       North Carolina       Ale
## 587       North Carolina       Ale
## 588       North Carolina       IPA
## 589       North Carolina       IPA
## 590       North Carolina       Ale
## 591       North Carolina       IPA
## 592       North Carolina       Ale
## 593       North Carolina       Ale
## 594       North Carolina       IPA
## 595       North Carolina       Ale
## 596       North Carolina       Ale
## 597       North Carolina       IPA
## 598       North Carolina       Ale
## 599         North Dakota       Ale
## 600         North Dakota       Ale
## 601         North Dakota       IPA
## 602             Nebraska       Ale
## 603             Nebraska       Ale
## 604             Nebraska       Ale
## 605             Nebraska       Ale
## 606             Nebraska       Ale
## 607             Nebraska       Ale
## 608        New Hampshire       Ale
## 609           New Jersey       IPA
## 610           New Jersey       IPA
## 611           New Jersey       IPA
## 612           New Jersey       Ale
## 613           New Jersey       IPA
## 614           New Mexico       IPA
## 615           New Mexico       IPA
## 616           New Mexico       Ale
## 617           New Mexico       Ale
## 618           New Mexico       Ale
## 619           New Mexico       IPA
## 620           New Mexico       IPA
## 621               Nevada       IPA
## 622               Nevada       Ale
## 623               Nevada       IPA
## 624               Nevada       Ale
## 625             New York       IPA
## 626             New York       IPA
## 627             New York       IPA
## 628             New York       Ale
## 629             New York       Ale
## 630             New York       Ale
## 631             New York       Ale
## 632             New York       Ale
## 633             New York       Ale
## 634             New York       IPA
## 635             New York       Ale
## 636             New York       Ale
## 637             New York       Ale
## 638             New York       Ale
## 639             New York       Ale
## 640             New York       Ale
## 641             New York       IPA
## 642             New York       Ale
## 643             New York       IPA
## 644             New York       Ale
## 645             New York       Ale
## 646             New York       IPA
## 647             New York       Ale
## 648             New York       Ale
## 649             New York       IPA
## 650             New York       Ale
## 651             New York       IPA
## 652             New York       IPA
## 653             New York       Ale
## 654                 Ohio       Ale
## 655                 Ohio       IPA
## 656                 Ohio       Ale
## 657                 Ohio       IPA
## 658                 Ohio       IPA
## 659                 Ohio       Ale
## 660                 Ohio       Ale
## 661                 Ohio       IPA
## 662                 Ohio       Ale
## 663                 Ohio       Ale
## 664                 Ohio       IPA
## 665                 Ohio       Ale
## 666                 Ohio       Ale
## 667                 Ohio       Ale
## 668                 Ohio       Ale
## 669                 Ohio       IPA
## 670                 Ohio       Ale
## 671                 Ohio       Ale
## 672                 Ohio       Ale
## 673                 Ohio       Ale
## 674                 Ohio       IPA
## 675                 Ohio       IPA
## 676             Oklahoma       Ale
## 677             Oklahoma       Ale
## 678             Oklahoma       Ale
## 679             Oklahoma       Ale
## 680             Oklahoma       Ale
## 681             Oklahoma       Ale
## 682             Oklahoma       IPA
## 683             Oklahoma       IPA
## 684               Oregon       IPA
## 685               Oregon       IPA
## 686               Oregon       Ale
## 687               Oregon       IPA
## 688               Oregon       Ale
## 689               Oregon       IPA
## 690               Oregon       Ale
## 691               Oregon       Ale
## 692               Oregon       IPA
## 693               Oregon       Ale
## 694               Oregon       IPA
## 695               Oregon       IPA
## 696               Oregon       Ale
## 697               Oregon       Ale
## 698               Oregon       Ale
## 699               Oregon       Ale
## 700               Oregon       Ale
## 701               Oregon       IPA
## 702               Oregon       Ale
## 703               Oregon       Ale
## 704               Oregon       Ale
## 705               Oregon       Ale
## 706               Oregon       IPA
## 707               Oregon       IPA
## 708               Oregon       IPA
## 709               Oregon       IPA
## 710               Oregon       IPA
## 711               Oregon       Ale
## 712               Oregon       Ale
## 713               Oregon       Ale
## 714               Oregon       IPA
## 715               Oregon       IPA
## 716               Oregon       Ale
## 717               Oregon       Ale
## 718               Oregon       Ale
## 719               Oregon       IPA
## 720               Oregon       Ale
## 721               Oregon       Ale
## 722               Oregon       Ale
## 723               Oregon       IPA
## 724               Oregon       IPA
## 725               Oregon       Ale
## 726               Oregon       Ale
## 727               Oregon       IPA
## 728               Oregon       Ale
## 729               Oregon       Ale
## 730               Oregon       Ale
## 731               Oregon       IPA
## 732               Oregon       Ale
## 733               Oregon       Ale
## 734               Oregon       Ale
## 735               Oregon       Ale
## 736               Oregon       Ale
## 737               Oregon       Ale
## 738               Oregon       IPA
## 739               Oregon       Ale
## 740               Oregon       IPA
## 741               Oregon       Ale
## 742               Oregon       Ale
## 743               Oregon       Ale
## 744               Oregon       Ale
## 745               Oregon       Ale
## 746               Oregon       Ale
## 747               Oregon       IPA
## 748               Oregon       Ale
## 749         Pennsylvania       Ale
## 750         Pennsylvania       IPA
## 751         Pennsylvania       Ale
## 752         Pennsylvania       IPA
## 753         Pennsylvania       Ale
## 754         Pennsylvania       IPA
## 755         Pennsylvania       IPA
## 756         Pennsylvania       IPA
## 757         Pennsylvania       IPA
## 758         Pennsylvania       Ale
## 759         Pennsylvania       Ale
## 760         Pennsylvania       Ale
## 761         Pennsylvania       IPA
## 762         Pennsylvania       Ale
## 763         Pennsylvania       IPA
## 764         Pennsylvania       Ale
## 765         Pennsylvania       Ale
## 766         Pennsylvania       IPA
## 767         Pennsylvania       Ale
## 768         Pennsylvania       IPA
## 769         Pennsylvania       IPA
## 770         Pennsylvania       IPA
## 771         Pennsylvania       IPA
## 772         Pennsylvania       IPA
## 773         Pennsylvania       Ale
## 774         Rhode Island       Ale
## 775         Rhode Island       Ale
## 776         Rhode Island       Ale
## 777         Rhode Island       Ale
## 778         Rhode Island       IPA
## 779         Rhode Island       Ale
## 780         Rhode Island       Ale
## 781         Rhode Island       IPA
## 782         Rhode Island       Ale
## 783         Rhode Island       Ale
## 784       South Carolina       IPA
## 785       South Carolina       Ale
## 786       South Carolina       Ale
## 787       South Carolina       Ale
## 788         South Dakota       IPA
## 789         South Dakota       Ale
## 790            Tennessee       Ale
## 791            Tennessee       IPA
## 792            Tennessee       Ale
## 793            Tennessee       IPA
## 794                Texas       IPA
## 795                Texas       IPA
## 796                Texas       IPA
## 797                Texas       Ale
## 798                Texas       Ale
## 799                Texas       Ale
## 800                Texas       Ale
## 801                Texas       Ale
## 802                Texas       Ale
## 803                Texas       IPA
## 804                Texas       Ale
## 805                Texas       IPA
## 806                Texas       Ale
## 807                Texas       Ale
## 808                Texas       Ale
## 809                Texas       IPA
## 810                Texas       Ale
## 811                Texas       Ale
## 812                Texas       Ale
## 813                Texas       Ale
## 814                Texas       Ale
## 815                Texas       IPA
## 816                Texas       IPA
## 817                Texas       Ale
## 818                Texas       Ale
## 819                Texas       IPA
## 820                Texas       Ale
## 821                Texas       Ale
## 822                Texas       Ale
## 823                Texas       IPA
## 824                Texas       IPA
## 825                Texas       Ale
## 826                Texas       IPA
## 827                Texas       IPA
## 828                Texas       IPA
## 829                Texas       Ale
## 830                Texas       Ale
## 831                Texas       Ale
## 832                Texas       IPA
## 833                Texas       IPA
## 834                Texas       Ale
## 835                Texas       Ale
## 836                Texas       Ale
## 837                Texas       Ale
## 838                Texas       Ale
## 839                Texas       IPA
## 840                Texas       Ale
## 841                Texas       Ale
## 842                Texas       Ale
## 843                Texas       Ale
## 844                Texas       IPA
## 845                Texas       Ale
## 846                Texas       Ale
## 847                Texas       Ale
## 848                 Utah       IPA
## 849                 Utah       IPA
## 850                 Utah       Ale
## 851                 Utah       Ale
## 852                 Utah       IPA
## 853                 Utah       IPA
## 854                 Utah       Ale
## 855                 Utah       IPA
## 856                 Utah       IPA
## 857                 Utah       IPA
## 858             Virginia       Ale
## 859             Virginia       Ale
## 860             Virginia       Ale
## 861             Virginia       Ale
## 862             Virginia       IPA
## 863             Virginia       Ale
## 864             Virginia       Ale
## 865             Virginia       Ale
## 866             Virginia       Ale
## 867             Virginia       IPA
## 868             Virginia       IPA
## 869             Virginia       IPA
## 870             Virginia       Ale
## 871             Virginia       IPA
## 872             Virginia       IPA
## 873             Virginia       IPA
## 874             Virginia       IPA
## 875             Virginia       Ale
## 876             Virginia       IPA
## 877             Virginia       IPA
## 878             Virginia       Ale
## 879             Virginia       Ale
## 880             Virginia       IPA
## 881             Virginia       Ale
## 882              Vermont       IPA
## 883              Vermont       Ale
## 884              Vermont       IPA
## 885              Vermont       IPA
## 886              Vermont       Ale
## 887              Vermont       IPA
## 888              Vermont       IPA
## 889              Vermont       Ale
## 890              Vermont       IPA
## 891              Vermont       IPA
## 892              Vermont       IPA
## 893           Washington       IPA
## 894           Washington       IPA
## 895           Washington       Ale
## 896           Washington       Ale
## 897           Washington       IPA
## 898           Washington       Ale
## 899           Washington       IPA
## 900           Washington       Ale
## 901           Washington       Ale
## 902           Washington       IPA
## 903           Washington       Ale
## 904           Washington       Ale
## 905           Washington       Ale
## 906           Washington       IPA
## 907           Washington       Ale
## 908           Washington       IPA
## 909           Washington       IPA
## 910           Washington       Ale
## 911           Washington       IPA
## 912           Washington       Ale
## 913           Washington       IPA
## 914           Washington       IPA
## 915           Washington       IPA
## 916           Washington       IPA
## 917           Washington       IPA
## 918           Washington       Ale
## 919           Washington       Ale
## 920           Washington       Ale
## 921           Washington       Ale
## 922           Washington       Ale
## 923           Washington       IPA
## 924           Washington       IPA
## 925            Wisconsin       IPA
## 926            Wisconsin       IPA
## 927            Wisconsin       Ale
## 928            Wisconsin       Ale
## 929            Wisconsin       Ale
## 930            Wisconsin       Ale
## 931            Wisconsin       Ale
## 932            Wisconsin       IPA
## 933            Wisconsin       Ale
## 934            Wisconsin       Ale
## 935            Wisconsin       Ale
## 936            Wisconsin       Ale
## 937            Wisconsin       Ale
## 938            Wisconsin       IPA
## 939            Wisconsin       IPA
## 940            Wisconsin       Ale
## 941            Wisconsin       Ale
## 942            Wisconsin       Ale
## 943            Wisconsin       Ale
## 944            Wisconsin       Ale
## 945        West Virginia       Ale
## 946        West Virginia       Ale
## 947              Wyoming       Ale
## 948              Wyoming       Ale
## 949              Wyoming       IPA
## 950              Wyoming       Ale
## 951              Wyoming       Ale
## 952              Wyoming       Ale
## 953              Wyoming       Ale
## 954              Wyoming       IPA
## 955              Wyoming       Ale
## 956              Wyoming       Ale
## 957              Wyoming       Ale
## 958              Wyoming       Ale
# and a testing set of 291 observations
beersample_indices <- sample(1:nrow(knn_clean_data), 673)
training_set <- knn_clean_data[beersample_indices, ]
training_set
##     Abbr                                        Beer_Name Beer_ID   ABV IBU
## 69    CA                                    Back in Black     173 0.068  60
## 941   WI                           Point Cascade Pale Ale     140 0.054   9
## 940   WI                                   2012 Black Ale     357 0.054   9
## 198   CO             Lee Hill Series Vol. 2 - Wild Saison    2563 0.068  25
## 452   MD                                        Classique    1344 0.045  60
## 524   MN                                     Get Together    2692 0.045  25
## 898   WA                                   Abominable Ale     994 0.080  70
## 818   TX                             Oak Cliff Coffee Ale    2251 0.075  35
## 497   MI                                      Two Hearted    1988 0.070   6
## 755   PA                                      Madra Allta    1675 0.064  85
## 479   MI                                  Tropical Saison    2500 0.065  55
## 307   IL                            Hobnob B & B Pale Ale    1040 0.065 100
## 326   IL                               312 Urban Pale Ale    2457 0.054  22
## 570   MT                               Big Sky IPA (2012)     579 0.062  35
## 334   IL                                       Galaxy IPA    2585 0.075  12
## 185   CO                              Blood Orange Saison    2560 0.060  35
## 435   MA                                        UFO White     610 0.048  37
## 582   NC                                  Dale's Pale Ale    1166 0.065  85
## 609   NJ                                            077XX    1940 0.078  80
## 153   CO                                        Slow Ride    2475 0.045  65
## 168   CO                                oSKAr the G'Rauch     993 0.085  58
## 308   IL                                       Alley Time    1634 0.060 100
## 177   CO                            South Ridge Amber Ale    1057 0.060  38
## 652   NY                             Bengali Tiger (2011)     422 0.064  11
## 528   MN                               Three Way Pale Ale    1781 0.052  18
## 838   TX                                    Oklahoma Suks    2350 0.048  20
## 568   MT                          Bozone Select Amber Ale     470 0.055  40
## 796   TX                                   The Green Room    2372 0.060 110
## 332   IL                                   Threadless IPA     481 0.075  14
## 517   MN                                         CynicAle      13 0.067  38
## 260   GA                                        Lyric Ale    2113 0.065  35
## 692   OR                                       Worthy IPA    2194 0.069  75
## 766   PA                                 Irregardless IPA    1686 0.065  23
## 232   FL                                       Sugar Plum    2012 0.055  25
## 889   VT                      Overgrown American Pale Ale    1946 0.055  30
## 296   ID                                    Galena Golden    1152 0.043  73
## 783   RI                     Barstool American Golden Ale     981 0.045  11
## 716   OR                                        Quick WIT    2172 0.052  40
## 98    CA                                 Deadicated Amber     924 0.054  28
## 118   CA                     Poleeko Gold Pale Ale (2009)      76 0.055  15
## 138   CO                            Live Local Golden Ale    1421 0.047  85
## 389   IN                                  Osiris Pale Ale    1389 0.056  12
## 608   NH                             Boneshaker Brown Ale     337 0.055  30
## 320   IL                                   Disco Superfly    2534 0.080  30
## 737   OR                                 Undun Blonde Ale    1537 0.053  20
## 101   CA                                         Epic IPA      75 0.065  26
## 734   OR                 Mac's Highlander Pale Ale (2000)     962 0.050  20
## 480   MI                               North 45 Amber Ale    1404 0.059  55
## 538   MO                     Missouri Mule India Pale Ale     479 0.070  25
## 400   KS                     Gutch English Style Mild Ale    1885 0.050  16
## 158   CO                                  Dale's Pale Ale    1444 0.065  65
## 885   VT                                      The Crusher    1915 0.096  55
## 41    CA                                      Chronic Ale    1457 0.049  95
## 533   MO                                      Honey Wheat    1052 0.047  65
## 551   MS                   Devil's Harvest Extra Pale Ale    2297 0.058  65
## 294   IA                                     483 Pale Ale     863 0.053   5
## 462   ME                                 Geary's Pale Ale    1763 0.045  61
## 618   NM                             Farmer's Tan Red Ale    1936 0.060  95
## 887   VT                                     Heady Topper     379 0.080  42
## 242   FL                             Jon Boat Coastal Ale     559 0.045  60
## 709   OR              Old Grogham Imperial India Pale Ale    1265 0.085  55
## 935   WI             Point Nude Beach Summer Wheat (2011)     772 0.050  22
## 190   CO                     Morning Wood Wheat (Current)    2360 0.059  30
## 775   RI                                     Flagship Ale     631 0.049  69
## 36    AZ                             Hop Shock IPA (2010)     317 0.070   9
## 504   MN                           Unchained #18 Hop Silo    2415 0.083  76
## 677   OK                                       Golden One    2207 0.068  74
## 647   NY                               Montauk Summer Ale    1907 0.056  34
## 215   CO                               Fat Tire Amber Ale    1586 0.052  17
## 753   PA                                          Sundown    2304 0.071  90
## 671   OH                       Seventh Son Hopped Red Ale    1767 0.077  25
## 166   CO                                         Old Soul    2355 0.075  65
## 365   IN                                 Copperhead Amber    2216 0.052  35
## 135   CO                               Brush Creek Blonde     798 0.048  90
## 865   VA                                     Blonde Hunny    2253 0.068  60
## 540   MO                                     Schlafly IPA    1078 0.045  24
## 19    AL                                   Monkeynaut IPA     637 0.072  64
## 65    CA                           Baby Daddy Session IPA    2486 0.047  65
## 843   TX                                    Old Potentate    1010 0.072  12
## 105   CA                          Terrace Hill Double IPA    1647 0.095  21
## 239   FL  Dry-Hopped On The High Seas Caribbean-Style IPA    1694 0.070  65
## 238   FL                       Duke's Cold Nose Brown Ale    1188 0.060  65
## 306   ID                        Boise Co-Op Two Score Ale    1424 0.055   9
## 699   OR                                  Nonstop Hef Hop    2393 0.039  70
## 318   IL                          Abbey's Single (2015- )    2505 0.049  40
## 800   TX                              Four Squared (2015)    1086 0.060  90
## 263   GA                                   SweetWater IPA    1710 0.064  55
## 117   CA                                             Park    2661 0.047  15
## 404   KY                                         Sho'nuff    2680 0.040  68
## 425   MA                                     Back Bay IPA    2420 0.068  80
## 653   NY                              Sweet Action (2011)     424 0.052   7
## 527   MN                                             Moar    2558 0.044  19
## 388   IN                                       The Gadget    2610 0.064  18
## 226   CT                        Atlantic Amber Ale (2007)      40 0.050   6
## 952   WY                           Saddle Bronc Brown Ale    2485 0.048  55
## 954   WY                                     Pako’s EyePA     393 0.068  22
## 834   TX                               Pine Belt Pale Ale      45 0.065  20
## 125   CA                             Full Boar Scotch Ale     647 0.074  10
## 883   VT                                     Petit Mutant    1916 0.060 120
## 733   OR                              Festeroo Winter Ale    1605 0.078  20
## 58    CA                                 Saint Archer IPA    1867 0.068  74
## 681   OK                                       12th Round    1577 0.076  25
## 259   GA                               420 Extra Pale Ale    1709 0.054  25
## 359   IN                                          Ironman    2218 0.090  50
## 728   OR                                  Nonstop Hef Hop    2397 0.039  22
## 109   CA                                          Torpedo    2239 0.072  19
## 441   MA                         Fenway American Pale Ale    2423 0.058  20
## 160   CO                            Moirai India Pale Ale    1451 0.070  65
## 797   TX                         Weekend Warrior Pale Ale    1557 0.055 110
## 943   WI                    Point Nude Beach Summer Wheat    1225 0.052   7
## 29    AZ                                   Lumberyard IPA     355 0.061  20
## 489   MI                             Trebuchet Double IPA    1443 0.093  15
## 14    AK                                  King Street IPA    1667 0.060  15
## 665   OH                                            SPRYE    1815 0.050  45
## 620   NM                                      Almanac IPA    1938 0.062  30
## 169   CO                                        The Deuce     933 0.070  48
## 144   CO                                Euphoria Pale Ale      69 0.061  72
## 664   OH                                         Lil SIPA    1771 0.050  55
## 130   CO                             All American Red Ale    1218 0.050 100
## 868   VA                                      Missile IPA    1933 0.070  52
## 419   LA                                Perfect Tin Amber     494 0.045  13
## 355   IN                                      Citra Faced    2617 0.055  55
## 662   OH                                       Trail Head    2089 0.063  60
## 350   IN                             Port Barrel Wee Mac     2081 0.053  60
## 482   MI                                       Psychopomp    2416 0.062  42
## 812   TX                                  The Lawn Ranger    1050 0.050  40
## 725   OR                          Caldera Pale Ale (2009)     790 0.056  25
## 494   MI                            Oval Beach Blonde Ale    1477 0.050  10
## 546   MO                      Schlafly American Brown Ale    1077 0.050  16
## 227   DC                                       The Public     184 0.060 115
## 77    CA                            Hop Ottin' IPA (2011)     367 0.070  44
## 428   MA                                    Wachusett IPA    1844 0.056  65
## 341   IN                              Fistful Of Hops Red    2001 0.064  77
## 295   ID                     Initial Point India Pale Ale    1609 0.071  75
## 583   NC                                        Mad Beach    1228 0.048  80
## 549   MS                             Mississippi Fire Ant    1745 0.080  80
## 477   MI                                     Mr. Blue Sky    2375 0.045  65
## 711   OR                        Tender Loving Empire NWPA    1214 0.058  53
## 131   CO                   Third Eye Enlightened Pale Ale    2386 0.065 100
## 601   ND                      Wood Chipper India Pale Ale    1434 0.067  19
## 24    AR                                     Arkansas Red    1650 0.052  16
## 910   WA                        Three Skulls Ale Pale Ale    1226 0.063  42
## 704   OR                                  Nonstop Hef Hop    2396 0.039  55
## 414   LA                                  NOLA Blonde Ale     484 0.049  22
## 589   NC                                        Long Leaf    2511 0.071  51
## 310   IL                          Working for the Weekend    2135 0.079  76
## 387   IN                                         Java Mac    2215 0.054  18
## 353   IN                                       Englishman    2016 0.045  60
## 256   FL                                    Happening Now    2009 0.045  16
## 947   WY                        Bomber Mountain Amber Ale    2484 0.046  38
## 748   OR                                  Nonstop Hef Hop    2400 0.039  13
## 442   MA                            Whale's Tale Pale Ale      56 0.056  20
## 241   FL                            Old Elephant Foot IPA     544 0.070  62
## 866   VA                            Striped Bass Pale Ale    1201 0.052  55
## 407   KY                             West Sixth Amber Ale    1069 0.055  38
## 292   IA                                 Farmer Brown Ale     655 0.070  21
## 297   ID                               Rodeo Rye Pale Ale    1805 0.042  17
## 405   KY                                    Flesh Gourd'n    2681 0.066  65
## 761   PA                              360° India Pale Ale    1211 0.062  30
## 455   MD                                             Ozzy    1079 0.073  28
## 703   OR                                  Nonstop Hef Hop    2389 0.039  62
## 252   FL                             Gator Tail Brown Ale    1507 0.053  25
## 323   IL                            Daisy Cutter Pale Ale     148 0.052  27
## 931   WI                              Ride Again Pale Ale    1122 0.052  38
## 35    AZ                       Epicenter Amber Ale (2010)     124 0.055  15
## 368   IN                                 PV Muckle (2013)    2084 0.083  31
## 706   OR                                     The Optimist    2171 0.062  55
## 315   IL                                      Sobek & Set    1664 0.080  43
## 617   NM                                        Black IPA     967 0.071 100
## 115   CA                                    Lucky Day IPA    1648 0.072  17
## 167   CO                          Crank Yanker IPA (2011)     395 0.078  60
## 61    CA                           Boont Amber Ale (2011)      78 0.058  70
## 345   IN                                     Bitter Bitch    1979 0.061  75
## 779   RI                   La Ferme Urbaine Farmhouse Ale    1899 0.078  24
## 456   MD                                 Duckpin Pale Ale     829 0.055  25
## 309   IL                    Wild Onion Pumpkin Ale (2010)     334 0.045  80
## 884   VT                                   Long Trail IPA    1926 0.059  80
## 578   NC                          Hog Wild India Pale Ale     705 0.067  20
## 916   WA                                   Desolation IPA     837 0.062  32
## 852   UT                                     Hop Nosh IPA    1723 0.073  45
## 106   CA                                         Catch 23    1646 0.075  21
## 498   MN                                  Let It Ride IPA    1903 0.068  40
## 777   RI                          Narragansett Summer Ale     403 0.042  35
## 200   CO                                           Rumble    2647 0.071  23
## 81    CA                      Wolf Among Weeds IPA (2012)     749 0.080  42
## 575   MT                  Montana Trout Slayer Ale (2009)      35 0.050  15
## 727   OR                                Hoodoo Voodoo IPA    2316 0.062  24
## 64    CA                        21st Amendment IPA (2006)     799 0.070  65
## 700   OR                             Sweet As Pacific Ale    1108 0.060  69
## 124   CA                         Point the Way IPA (2012)     549 0.059  12
## 903   WA                                Hilliard's Saison     496 0.066  60
## 736   OR                         Rogue American Amber Ale    1860 0.051  20
## 224   CT                                    Palate Mallet    2058 0.086  85
## 864   VA                                        Alpha Ale    1194 0.051  65
## 771   PA                                  Old Wylie's IPA    1099 0.062  16
## 93    CA                    Mucho Aloha Hawaiian Pale Ale     668 0.056  34
## 900   WA                                 Persnickety Pale     560 0.057  70
## 510   MN                                          Pumpion    2689 0.060  47
## 802   TX                                   Terlingua Gold    1154 0.060  75
## 508   MN                             Lost Trout Brown Ale    1779 0.049  55
## 68    CA                                     Summer Wheat    2577 0.045  60
## 214   CO                                  Dank IPA (2012)     964 0.065  17
## 175   CO                       Firestarter India Pale Ale    2422 0.066  40
## 99    CA                           Summer Solstice (2011)      77 0.056  28
## 66    CA                                        Westfalia    2660 0.056  65
## 223   CT                   Gandhi-Bot Double IPA (12 oz.)     320 0.088  65
## 426   MA                          The Long Thaw White IPA    1653 0.062  80
## 500   MN                                       Wall's End    2690 0.048  99
## 156   CO                          All American Blonde Ale    1219 0.050  65
## 251   FL                             Are Wheat There Yet?    1799 0.055  28
## 220   CO                        Fat Tire Amber Ale (2011)     748 0.052  14
## 958   WY                             Snake River Pale Ale     402 0.052  15
## 17    AK                                Sunken Island IPA     349 0.068  10
## 116   CA                                         Villager    2658 0.063  16
## 933   WI                    Point Nude Beach Summer Wheat     816 0.050  28
## 513   MN                           Uber Lupin Schwarz IPA    2557 0.083  45
## 39    CA                   Real McCoy Amber Ale (Current)      73 0.045 101
## 782   RI                          Narragansett Summer Ale    1093 0.042  15
## 451   MD                               Suicide Blonde IPA    2514 0.070  18
## 266   GA                              Watership Brown Ale    1021 0.072  17
## 828   TX                       Green House India Pale Ale    1501 0.070  23
## 717   OR                          Caldera Pale Ale (2005)     789 0.056  36
## 760   PA                                    Nugget Nectar    2444 0.075  30
## 912   WA                                      Oatmeal PSA    1162 0.050  38
## 724   OR                                    Watershed IPA    2331 0.067  27
## 146   CO                                  Dale's Pale Ale       1 0.065  70
## 149   CO                              American Red Saison    1848 0.078  68
## 922   WA                                  12 Man Pale Ale    1773 0.045  20
## 228   DC                                   The Corruption     186 0.065  80
## 274   HI                                       Mana Wheat     313 0.055  23
## 27    AZ            Kilt Lifter Scottish-Style Ale (2009)     179 0.060  45
## 463   ME                       Ace Hole American Pale Ale    1516 0.063  35
## 46    CA                               Better Weather IPA    1641 0.094  85
## 702   OR                                  Nonstop Hef Hop    2390 0.039  65
## 720   OR                           Double D Blonde (2011)     498 0.049  35
## 231   FL                                People's Pale Ale     553 0.053  21
## 829   TX                                      River House    2308 0.050  23
## 833   TX                                   Deep Ellum IPA     943 0.070  20
## 591   NC                         Firewater India Pale Ale     507 0.052  41
## 827   TX                             PRO-AM (2012) (2012)     853 0.099  23
## 360   IN                                     Black Beer'd    2607 0.068  50
## 230   DE                              Greenville Pale Ale     433 0.055  52
## 616   NM                                        Saison 88    1519 0.055  25
## 311   IL                                           Mazzie    2553 0.054  72
## 466   MI                                             Mela    2091 0.062  15
## 695   OR                    Quaff India Style Session Ale    1022 0.051  70
## 21    AL                   Good People American Brown Ale     308 0.058  36
## 787   SC                                    Golden Fleece    2031 0.045   5
## 471   MI                                   Centennial IPA    1565 0.072  12
## 475   MI                                        Honey Lav    1953 0.052  74
## 71    CA                                         Jucundus    2666 0.060  47
## 730   OR                   CuDa Cascadian Dark Ale (2012)     746 0.074  20
## 4     AK                                     Freeride APA    1921 0.053  61
## 331   IL                          Sidekick Extra Pale Ale    1121 0.051  15
## 338   IN                                   Half Cycle IPA    1610 0.060 104
## 697   OR                                  Nonstop Hef Hop    2395 0.039  70
## 30    AZ                                 Supermonk I.P.A.    1299 0.065  20
## 303   ID                                 Dagger Falls IPA    1595 0.063  32
## 832   TX                                 Red Cockaded Ale    1728 0.085  21
## 772   PA                                  County Line IPA    1758 0.066  14
## 395   KS                                    Tallgrass Ale     103 0.044  20
## 585   NC                              Peacemaker Pale Ale    2329 0.057  73
## 199   CO                               Fat Tire Amber Ale     563 0.052  24
## 352   IN                           Fistful of Hops Orange    2000 0.063  60
## 22    AL                               Naked Pig Pale Ale    1875 0.060  30
## 55    CA                                      Mission IPA    2441 0.068  75
## 5     AK                  Peninsula Brewers Reserve (PBR)    1187 0.050  55
## 715   OR                      Pigwar White India Pale Ale    1398 0.060  40
## 511   MN                                   Extra Pale Ale    2352 0.053  45
## 920   WA                                  Immersion Amber    1660 0.052  27
## 284   IA                           Great River Golden Ale    1446 0.048  36
## 76    CA                                  TailGate Saison    1164 0.050  44
## 813   TX                                             1836    2125 0.060  40
## 682   OK                                    RoughTail IPA    1576 0.070  10
## 642   NY                                        Harbinger     629 0.049  47
## 448   MA                                       Summer Ale    2376 0.049  10
## 383   IN                            Fistful of Hops Green    1996 0.064  23
## 157   CO                        Fat Tire Amber Ale (2008)      71 0.052  65
## 679   OK                               Mustang Golden Ale     421 0.053  80
## 6     AK                                  Fairweather IPA     648 0.061  46
## 375   IN                                    Father's Beer    2612 0.050  26
## 385   IN                                    Dragonfly IPA    1950 0.060  20
## 518   MN                                    Bark Bite IPA     985 0.066  35
## 550   MS                          Suzy B Dirty Blonde Ale    2296 0.050  72
## 871   VA                              Hoptopus Double IPA    1806 0.088  45
## 9     AK                       Skilak Scottish Ale (2011)     348 0.058  36
## 643   NY                                           Hi-Res    1696 0.099  47
## 595   NC                     Carolina Blonde Light (2005)     782 0.035  27
## 529   MN                              Bent Hop Golden IPA    1901 0.062  10
## 742   OR                                  Nonstop Hef Hop    2398 0.039  20
## 88    CA                            South Bay Session IPA    2034 0.050  37
## 134   CO                             Pinner Throwback IPA    2302 0.049  94
## 636   NY                                         8 Barrel    2080 0.080  57
## 928   WI                               Casper White Stout    1523 0.060  70
## 434   MA                              Banner American Ale    1643 0.035  42
## 557   MS                           2014 IPA Cicada Series    2362 0.075  18
## 281   IA                       The Hole in Hadrian's Wall    1059 0.095  99
## 621   NV                Tour de Nez Belgian IPA (Current)     538 0.080  90
## 896   WA                       Immersion Amber Ale (2011)     518 0.052  80
## 794   TX                                       Gone A-Rye    2600 0.085  27
## 304   ID                       Double Dagger Imperial IPA    1655 0.092  25
## 123   CA                                 Golden State Ale     347 0.064  13
## 849   UT                     Wasatch Ghostrider White IPA    1823 0.060  60
## 53    CA                               Jacaranada Rye IPA    1772 0.067  77
## 95    CA                                              IPA    2578 0.065  30
## 945   WV                                Mothman Black IPA    2313 0.067  71
## 265   GA                               Savannah Brown Ale    1406 0.062  35
## 756   PA                                     Mango Ginger    2299 0.058  70
## 897   WA                          Evolutionary IPA (2011)     505 0.062  72
## 723   OR                                       Vortex IPA     318 0.074  30
## 769   PA                                      Better Half    1611 0.068  20
## 176   CO                                       Aprè Shred    2104 0.081  40
## 957   WY                                 OB-1 Organic Ale     407 0.050  16
## 236   FL                                       Wild Night    1238 0.059  75
## 543   MO                                      Resurrected    2285 0.065  20
## 686   OR                            Abominable Winter Ale    2193 0.073 103
## 423   MA                        Steel Rail Extra Pale Ale    1317 0.053  85
## 596   NC                                Jalapeno Pale Ale    2508 0.055  23
## 635   NY                 Common Sense Kentucky Common Ale     382 0.053  60
## 522   MN                                          Furious      12 0.062  30
## 8     AK                              Chugach Session Ale     919 0.048  40
## 738   OR                                   Alphadelic IPA    1353 0.065  20
## 446   MA                               Larry Imperial IPA    1418 0.085  10
## 535   MO                                          Towhead    2237 0.052  30
## 877   VA                   Northern Lights India Pale Ale    1205 0.065  24
## 807   TX                                 Bombshell Blonde      44 0.050  52
## 899   WA            Little Sister India Style Session Ale    2292 0.043  70
## 63    CA                                  Boont Amber Ale    1326 0.058  65
## 412   LA                                   Juke Joint IPA    1755 0.070  48
## 913   WA         Trailhead India Style Session Ale (2011)     482 0.048  36
## 13    AK                              Skilak Scottish Ale    1193 0.058  17
## 275   HI                                   Hapa Brown Ale    2181 0.064  22
## 376   IN                                       Whip Fight    2082 0.090  25
## 955   WY                                 Wyoming Pale Ale     324 0.072  20
## 317   IL                          Bitter Biker Double IPA    1821 0.096  41
## 799   TX                                  6 String Saison    1970 0.080 100
## 325   IL                                   Painted Turtle    2552 0.045  23
## 523   MN                                     Abrasive Ale      15 0.097  28
## 600   ND                              Iron Horse Pale Ale    1722 0.050  32
## 875   VA                      Full Nelson Pale Ale (2010)     119 0.059  33
## 337   IN                            Hinchtown Hammer Down    2284 0.050  40
## 676   OK                               Horny Toad Cerveza    2214 0.053  26
## 188   CO                             Incredible Pedal IPA    1944 0.070  34
## 127   CA                           Sierra Nevada Pale Ale    1905 0.056   6
## 566   MT                                Hat Trick Hop IPA    1433 0.068  52
## 429   MA                                  Fisherman's IPA    2066 0.055  55
## 623   NV                             Hop Box Imperial IPA     468 0.093  15
## 302   ID                                       Outlaw IPA    1048 0.062  35
## 23    AL                             Good People Pale Ale    1000 0.056  25
## 273   HI                              Humpback Blonde Ale    2184 0.042  24
## 574   MT                                  Double Haul IPA      86 0.065  15
## 72    CA                                   PONTO S.I.P.A.    1589 0.045  46
## 559   MT                              Yard Sale Amber Ale    1432 0.056  45
## 28    AZ                                    Hop Shock IPA    1071 0.070  21
## 680   OK                        Horny Toad Cerveza (2013)     169 0.053  37
## 91    CA                     Brew Free! or Die IPA (2008)     797 0.070  35
## 558   MT                          Lewis & Clark Amber Ale     473 0.050  15
## 174   CO                                  Dale's Pale Ale    1252 0.065  40
## 660   OH                                     Gnarly Brown    1125 0.070  70
## 741   OR                         Mountain Rescue Pale Ale    2205 0.055  20
## 792   TN                                         Tarasque    2047 0.059  32
## 269   HI                                     Sunset Amber    2182 0.054  68
## 534   MO                          McKinney Eddy Amber Ale     521 0.055  45
## 691   OR                                  Nonstop Hef Hop    2391 0.039  86
## 207   CO                                       Whitewater    2648 0.061  19
## 894   WA                                        Aslan IPA    1639 0.077  29
## 942   WI                                 Drop Dead Blonde     684 0.035   7
## 830   TX                                           BLAKKR    1861 0.099  21
## 384   IN                                             Pale    2615 0.054  23
## 515   MN                                    Nordic Blonde    2556 0.057  40
## 221   CO                                  Hibernation Ale    2649 0.087  12
## 272   HI                               Lahaina Town Brown    1578 0.051  27
## 785   SC                                         Rye Knot    2656 0.062  65
## 474   MI                                         Solitude     385 0.060 115
## 831   TX                                       Peacemaker     342 0.051  21
## 133   CO                       5:00 O'Clock Afternoon Ale    1005 0.050 100
## 747   OR                               Caldera IPA (2007)     792 0.061  13
## 751   PA                             Seven Gates Pale Ale    1587 0.056 100
## 487   MI                               Linnaeus Mango IPA    2597 0.060  18
## 810   TX                          The Sword Iron Swan Ale    1290 0.059  50
## 204   CO                                   One Hit Wonder     391 0.090  21
## 835   TX        Heavy Machinery IPA Series #1: Heavy Fist    1409 0.070  20
## 126   CA                  Back in the Saddle Rye Pale Ale    1047 0.037   8
## 685   OR                                     Hopworks IPA    2199 0.066 105
## 154   CO                     Morning Wood Wheat (Current)     130 0.059  65
## 458   ME                                  Pumpkinhead Ale     814 0.047  35
## 148   CO                  HGH (Home Grown Hops): Part Duh     585 0.080  68
## 16    AK                        Urban Wilderness Pale Ale      30 0.049  12
## 59    CA                           Bitter American (2011)     353 0.044  70
## 267   HI                                Lemongrass Saison    1271 0.050  75
## 278   HI                                  Volcano Red Ale    2177 0.052  15
## 290   IA                                     Big Cock IPA     540 0.070  24
## 632   NY                                    Global Warmer    1608 0.070  62
## 250   FL                                        Arcus IPA    2096 0.069  30
## 258   GA                                         Atalanta    2112 0.053  20
## 391   KS                                Annie's Amber Ale      96 0.055  93
## 844   TX                          Red Cockaded Ale (2013)    1011 0.085  12
## 542   MO                                      Lil' Helper    2208 0.070  21
## 248   FL                                    Last Stop IPA    1801 0.072  38
## 597   NC                         Firewater India Pale Ale    1743 0.052  22
## 644   NY                     Autumnation (2011-12) (2011)     512 0.060  40
## 684   OR                        Bitter Bitch Imperial IPA     980 0.082  50
## 486   MI                                        Farm Hand     387 0.055  20
## 882   VT                                       Mastermind    2289 0.081  50
## 151   CO                                Sanitas Black IPA    1391 0.068  67
## 417   LA                              Turnrow Harvest Ale    2321 0.055  28
## 62    CA                                         Groupe G    1895 0.076  66
## 399   KS                              Ginger Peach Saison    2555 0.048  20
## 572   MT                                  Blown Out Brown    1441 0.052  26
## 459   ME                               Summer Session Ale    1930 0.050 108
## 587   NC                             Second Wind Pale Ale     419 0.050  65
## 100   CA                                   CAPT Black IPA     883 0.073  28
## 569   MT                                   Tumbleweed IPA     474 0.057  35
## 541   MO                               Black Walnut Wheat     846 0.045  24
## 78    CA                                           Oneida    2156 0.052  44
## 48    CA                                          Torpedo     426 0.072  85
## 73    CA                               Grapefruit Sculpin    2593 0.070  45
## 202   CO                  Upslope Imperial India Pale Ale    1315 0.099  22
## 246   FL                           Killer Whale Cream Ale    1568 0.055  50
## 364   IN                                            Chaka     660 0.080  36
## 374   IN                                         The 26th    2611 0.060  27
## 907   WA                          British Pale Ale (2010)     866 0.054  45
## 351   IN                                 Hopkick Dropkick    2471 0.099  60
## 867   VA                                 The Great Return    1677 0.075  52
## 277   HI                                   Hapa Brown Ale    2180 0.064  18
## 240   FL                             Rollin Dirty Red Ale    1800 0.050  65
## 768   PA                          Duluchan India Pale Ale    1249 0.056  20
## 390   KS                          Wild Plum Farmhouse Ale    1196 0.056 110
## 531   MO                                Masked Bandit IPA    1540 0.070  70
## 836   TX                                    Dallas Blonde     946 0.052  20
## 110   CA                                  Summer Solstice    1350 0.056  19
## 627   NY                                   Upstate I.P.W.     381 0.065  74
## 784   SC                                    Westbrook IPA     575 0.068  80
## 363   IN                                       Garce Selé    2097 0.069  36
## 172   CO                                    One Nut Brown    1751 0.050  43
## 424   MA                                   Blue Boots IPA    1854 0.069  85
## 506   MN                                    Coffee Bender      17 0.051  69
## 97    CA                           Sierra Nevada Pale Ale     400 0.056  30
## 42    CA                                       Union Jack    2463 0.075  94
## 80    CA                                          Aurora     2154 0.067  42
## 120   CA                                Fortunate Islands    1494 0.047  15
## 746   OR                             Mirror Pond Pale Ale    1210 0.050  14
## 774   RI                              Hurricane Amber Ale     120 0.052  75
## 499   MN                                           BLAKKR    1739 0.099 120
## 85    CA                                  Dread Brown Ale    1683 0.054  40
## 184   CO                             Ranger IPA (Current)     115 0.065  35
## 493   MI                                  Cornerstone IPA     158 0.070  11
## 111   CA                                        Surfrider    2594 0.052  19
## 141   CO                                Awry Rye Pale Ale     997 0.058  75
## 502   MN                                  Rise to the Top    1780 0.041  85
## 478   MI                                   Le Flaneur Ale    1785 0.073  58
## 890   VT                                     Heady Topper    1111 0.080  30
## 637   NY                         Dundee Summer Wheat Beer     457 0.045  52
## 788   SD                                    11th Hour IPA     271 0.060  10
## 758   PA                           Fear of a Brett Planet    2053 0.051  44
## 646   NY                             KelSo India Pale Ale    1572 0.060  35
## 276   HI                               Mauna Kea Pale Ale    2176 0.054  18
## 878   VA                           Capital Trail Pale Ale    1270 0.056  22
## 501   MN                                 Todd the Axe Man    2543 0.072  87
## 552   MS                                          Pub Ale    2033 0.038  60
## 132   CO                                  Hop Abomination     881 0.066 100
## 672   OH                                      Sol Drifter    2209 0.043  21
## 545   MO                        Schlafly Yakima Wheat Ale    1324 0.050  18
## 406   KY                                 Coq de la Marche    2677 0.051  42
## 847   TX                                   Walloon (2014)     691 0.055   5
## 129   CO                                 Upslope Pale Ale      80 0.058 104
## 667   OH                     Seventh Son of a Seventh Son    2250 0.077  42
## 225   CT                           Road 2 Ruin Double IPA    1171 0.072  11
## 793   TN                                  House Brand IPA     632 0.060  23
## 651   NY                              East India Pale Ale     566 0.068  16
## 410   KY                                   Citra Ass Down    2686 0.080  21
## 921   WA                                   SoDo Brown Ale     519 0.054  25
## 937   WI             Point Nude Beach Summer Wheat (2010)     141 0.050  18
## 526   MN                                   Hunny Do Wheat    2347 0.048  20
## 919   WA                                Hilliard's Blonde     724 0.049  27
## 951   WY                             Wagon Box Wheat Beer    1197 0.059  60
## 786   SC                                    Nut Brown Ale     646 0.054  30
## 7     AK                     Twister Creek India Pale Ale     947 0.065  46
## 613   NJ                                      Longhop IPA    1891 0.042   9
## 152   CO                                   Old Chub NITRO    1859 0.080  65
## 808   TX                                         Original    2523 0.068  50
## 261   GA                               Macon Progress Ale    1475 0.050  65
## 754   PA                                    Homefront IPA    2305 0.060  85
## 908   WA                                  Long Hammer IPA     583 0.065  44
## 956   WY                               Snow King Pale Ale    1606 0.060  18
## 791   TN                            Ananda India Pale Ale    1470 0.062  55
## 553   MS                                 Ballistic Blonde    2032 0.051  45
## 708   OR                                    Descender IPA    1109 0.070  55
## 45    CA                   El Conquistador Extra Pale Ale    1460 0.048  88
## 661   OH                        Hop Stalker Fresh Hop IPA    2088 0.070  67
## 234   FL                                   Miami Vice IPA    1506 0.071  82
## 614   NM                            Marble India Pale Ale     845 0.062  55
## 915   WA                                    Trailhead ISA    1661 0.048  35
## 880   VA                               Troopers Alley IPA    1676 0.059  22
## 668   OH                          Hop Bomber Rye Pale Ale    1654 0.055  35
## 488   MI                           Norm's Raggedy Ass IPA    2139 0.075  17
## 2     AK                                Pleasure Town IPA    1814 0.063  70
## 806   TX                                   Rubberneck Red    2197 0.050  63
## 514   MN                                         Sky-Five    1965 0.067  43
## 422   MA                                   Pumple Drumkin    1365 0.060 130
## 726   OR                               Oakshire Amber Ale    1669 0.054  24
## 573   MT                        Back Country Scottish Ale     471 0.057  25
## 210   CO                               Hemlock Double IPA    1762 0.095  18
## 373   IN                               T-6 Red Ale (2004)     780 0.047  27
## 645   NY                             Blueberry Blonde Ale     773 0.050  35
## 509   MN                                 Jack Pine Savage    1257 0.053  48
## 443   MA                       Wachusett Light IPA (2013)    1029 0.040  18
## 855   UT                  Squatters Hop Rising Double IPA    1825 0.090  32
## 561   MT                               Bozone HopZone IPA    1289 0.070  65
## 18    AL                         Snake Handler Double IPA     312 0.093 103
## 195   CO                                Eclipse Black IPA     556 0.077  26
## 189   CO                                   Peach Pale Ale    2434 0.057  33
## 57    CA                                    Manzanita IPA    1673 0.080  75
## 932   WI                              White Cap White IPA    1652 0.042  29
## 346   IN                   Grapefruit Jungle (GFJ) (2011)     532 0.075  65
## 837   TX                          Pride of Texas Pale Ale    2229 0.058  20
## 361   IN                                     Pale Alement    2054 0.055  37
## 33    AZ                               Devil’s Ale (2010)     285 0.055  20
## 104   CA                                      Liberty Ale    2592 0.059  22
## 605   NE                                  Wick For Brains    1705 0.061  37
## 468   MI                                    Grand Rabbits    1480 0.055  15
## 94    CA                             Riverwalk Blonde Ale    1672 0.060  34
## 70    CA                                   CAPT Black IPA    1478 0.073  55
## 906   WA                                  Long Hammer IPA     945 0.065  48
## 327   IL                     Abbey's Single Ale (Current)    1887 0.049  22
## 367   IN                                         Sinister    2263 0.090  33
## 537   MO                                   O’Malley’s IPA    2343 0.075  28
## 340   IN                                    Floyd's Folly    1787 0.080  90
## 902   WA                          Evolutionary IPA (2012)    1173 0.062  67
## 136   CO                       Firestarter India Pale Ale     633 0.066  85
## 155   CO            Denver Pale Ale (Artist Series No. 1)    2650 0.050  65
## 179   CO                              Neomexicanus Native    2538 0.060  35
## 588   NC                                     Flagship IPA     530 0.057  65
## 163   CO                                    Perzik Saison    2546 0.064  65
## 892   VT                                      Lost Galaxy    2581 0.045   8
## 208   CO                        Colorojo Imperial Red Ale    1316 0.082  19
## 460   ME                                    Toughcats IPA    1783 0.072  69
## 659   OH                    Humulus Nimbus Super Pale Ale    1766 0.060  75
## 901   WA                             Hilliard's Amber Ale     497 0.055  70
## 180   CO                                Gordon Ale (2009)       4 0.087  35
## 874   VA                   Northern Lights India Pale Ale     368 0.065  35
## 476   MI                                           Kludde     627 0.085  65
## 536   MO                                        Send Help    2544 0.045  28
## 599   ND                                Stone's Throw IPA    1435 0.045  70
## 84    CA                                    Blazing World    1492 0.065  40
## 495   MI                          Northern Hawk Owl Amber    1278 0.058  10
## 839   TX                                     Infamous IPA    2038 0.070  19
## 743   OR                          Caldera Pale Ale (2010)     791 0.056  20
## 929   WI                             Booyah Farmhouse Ale     932 0.065  60
## 634   NY                                          Bengali    2090 0.065  62
## 15    AK                                       Mother Ale    1159 0.056  15
## 43    CA                                     TailGate IPA     662 0.050  92
## 330   IL                              Big Bowl Blonde Ale    1364 0.050  16
## 314   IL                             Blood of the Unicorn    2559 0.065  45
## 283   IA                       Dirty Blonde Chocolate Ale    1275 0.048  48
## 803   TX                                           Brutus    2116 0.071  70
## 925   WI                             Ghost Ship White IPA    1954 0.056  25
## 811   TX                               Pine Belt Pale Ale    2387 0.065  47
## 47    CA                                    Cali Creamin'    2413 0.052  85
## 293   IA                        Roller Dam Red Ale (2010)     189 0.054  20
## 560   MT                           Double Haul IPA (2006)     758 0.065  80
## 712   OR                                      Rise Up Red    2388 0.058  53
## 819   TX                               The Imperial Texan    1234 0.080  35
## 872   VA                                     Red Clay IPA    1206 0.070  40
## 321   IL                                       Vertex IPA    2025 0.063  30
## 378   IN                             Campside Session IPA    2190 0.045  24
## 778   RI                                Newport Storm IPA    2437 0.065  30
## 790   TN                                      Thunder Ann    1793 0.055  61
## 710   OR                                 3-Way IPA (2013)    1515 0.067  55
## 392   KS                           Tonganoxie Honey Wheat     824 0.044  93
## 740   OR                             Watershed IPA (2013)     999 0.067  20
## 946   WV                              Wild Trail Pale Ale    2314 0.057  44
## 222   CO                                         Old Chub       5 0.080  10
## 470   MI                                            Paris    2481 0.090  20
## 485   MI                                      Tree Bucket    1947 0.093  30
## 698   OR                                  Nonstop Hef Hop    2394 0.039  70
## 79    CA                          Burning Bush Smoked IPA     750 0.080  44
## 362   IN                                       Wee Muckle    1656 0.090  36
## 37    CA                              Blur India Pale Ale    1302 0.074  19
## 505   MN                                   Midnight Ryder     729 0.065  70
## 604   NE                             Brewerhood Brown Ale    1321 0.055  65
## 520   MN                            Bent Paddle Black Ale    1261 0.060  32
## 826   TX                              Valkyrie Double IPA    1497 0.092  23
## 343   IN                             Fistful Of Hops Blue    1999 0.064  75
## 598   NC                           Farmer Ted's Cream Ale    1744 0.056  17
## 1     AK                                        Amber Ale    2436 0.051  63
## 886   VT                                   Long Trail Ale    1924 0.046  45
## 270   HI                                   Aloha B’ak’tun     713 0.070  42
## 670   OH                                          Ermal's    2223 0.054  30
## 34    AZ                                      Knotty Pine    2311 0.054  16
## 145   CO                                       Rustic Red    1268 0.052  72
## 581   NC                             Trail Maker Pale Ale    1251 0.065  60
## 825   TX                               River House Saison    1232 0.050  25
## 469   MI                                           Ryecoe    2469 0.062  20
## 12    AK                                   Polar Pale Ale     920 0.052  18
## 891   VT                                     Focal Banger    1810 0.070  20
## 850   UT                                            SUM'R    1212 0.040  40
## 393   KS                                Tallgrass Pub Ale    1009 0.044  60
## 752   PA                             Odyssey Imperial IPA     894 0.084  95
## 103   CA                                            Solis    2667 0.075  24
## 87    CA                        Dodgy Knight Imperial IPA    1229 0.080  40
## 186   CO                            Independence Pass Ale     596 0.070  35
## 147   CO                       Gordon Imperial Red (2010)     806 0.087  70
## 282   IA                              33 Select Brown Ale    1058 0.065  75
## 770   PA                                          Jah Mon    2579 0.050  18
## 798   TX                                        Slow Ride    2069 0.048 100
## 370   IN Bourbon Barrel Batch 666: Sympathy for the Devil    2083 0.099  30
## 467   MI                                   Grapefruit IPA    2628 0.050  35
## 579   NC                               Deviant Dale's IPA    1328 0.080  65
## 235   FL                                     Jai Alai IPA     546 0.075  80
## 264   GA                              Tybee Island Blonde    1407 0.047  42
## 291   IA                              483 Pale Ale (2010)     190 0.053  22
## 255   FL               Hopped on the High Seas (Hop #529)    1726 0.070  18
## 638   NY                                           Apollo     630 0.052  50
## 763   PA                              Dreamin' Double IPA    1334 0.085  25
## 416   LA                                      Jockamo IPA     516 0.065  35
## 268   HI                                Kaua'i Golden Ale    2183 0.049  75
## 861   VA                                 Bravo Four Point    2051 0.044 108
## 431   MA                              Wachusett Light IPA    1846 0.040  50
## 683   OK                                           F5 IPA    1442 0.068   9
## 113   CA                                  Bacon Brown Ale     543 0.068  17
## 243   FL                                   Rod Bender Red    2517 0.059  60
## 356   IN                               Great Crescent IPA    1701 0.062  50
## 876   VA                                   Flying Mouse 4    2566 0.070  25
## 729   OR                          CuDa Cascadian Dark Ale    1536 0.074  21
## 354   IN                                        Barn Yeti    2220 0.090  58
## 32    AZ                        American Idiot Ale (2012)     764 0.055  20
## 183   CO   Lee Hill Series Vol. 1 - Barrel Aged Brown Ale    2561 0.076  35
## 759   PA                                             1492    2300 0.065  31
## 580   NC                                  Pisgah Pale Ale    1759 0.057  50
## 49    CA                       Sprocket Blonde Ale (2006)    1735 0.050  85
## 381   IN                    Hop Up Offa That Brett (2014)    2085 0.058  23
## 630   NY                                     Sweet Action    1387 0.052  69
## 567   MT                          Powder Hound Winter Ale    1456 0.072  40
## 171   CO                        Centennial State Pale Ale    1883 0.052  45
## 776   RI                  Bring Back the Beach Blonde Ale    1185 0.055  54
## 159   CO                                  Modus Hoperandi    1521 0.068  65
## 858   VA                                       Alter Ego     2405 0.062  15
## 816   TX                                      Dankosaurus    2052 0.068  35
## 612   NJ                                          Epitome    2094 0.099  18
## 107   CA                              Keebarlin' Pale Ale    1818 0.042  20
## 342   IN                                     Pale Alement    2478 0.055  75
## 624   NV                         Fox Tail Gluten Free Ale     469 0.050  15
## 450   MD                                   Double Duckpin    2507 0.085  55
## 650   NY                              Brooklyn Summer Ale     756 0.045  23
## 473   MI                                         I.P. Eh!    2493 0.068  30
## 490   MI                                           Zaison    1266 0.090  12
## 402   KY                                     Kentucky IPA    1149 0.065  45
## 298   ID                                Iron Butt Red Ale    1792 0.058 100
## 870   VA                             Full Nelson Pale Ale    1547 0.059  45
## 590   NC                                      Jam Session    1622 0.051  47
## 401   KS                         Halcyon Unfiltered Wheat     412 0.050  16
## 299   ID                                 Dagger Falls IPA     879 0.063 100
## 718   OR            Mac's Scottish Style Amber Ale (2000)     961 0.051  35
## 192   CO                              Wynkoop Pumpkin Ale    1045 0.055  29
## 705   OR                               Rise-Up Red (2014)    1085 0.058  55
## 767   PA                        Endless Summer Ale (2011)     508 0.048  21
## 492   MI                                     Train Hopper    2627 0.058  11
## 840   TX                                         Pale Dog     501 0.060  18
## 863   VA                               Ray Ray’s Pale Ale    1247 0.052  70
## 895   WA                                      Harvest Ale     901 0.065  83
## 254   FL                                         I-10 IPA     558 0.068  21
## 173   CO                       Sunshine Wheat Beer (2009)      72 0.048  42
## 731   OR                                      Proxima IPA    1543 0.063  20
## 846   TX                                    Power & Light    2301 0.055   5
## 40    CA                                       Hop Crisis     432 0.097 100
## 253   FL                              Big Rod Coconut Ale    1325 0.053  25
## 457   MD                              Welcome to Scoville    2408 0.069  10
## 182   CO                         Slow & Steady Golden Ale    1548 0.047  35
## 628   NY                                       Brownstone     778 0.059  70
## 804   TX                                       Local Buzz    1872 0.052  70
## 739   OR                           Double D Blonde (2013)    1390 0.049  20
## 781   RI                               Captain's Daughter    2044 0.085  22
##     Brewery_id                          Style Ounces
## 69         369             American Black Ale   12.0
## 941        132        American Pale Ale (APA)   12.0
## 940        132             American Brown Ale   12.0
## 198         52              American Wild Ale   19.2
## 452        256         Saison / Farmhouse Ale   12.0
## 524          1                   American IPA   16.0
## 898        461             English Strong Ale   12.0
## 818        128             American Brown Ale   12.0
## 497         77                   American IPA   16.0
## 755        346                   American IPA   12.0
## 479         11         Saison / Farmhouse Ale   16.0
## 307         75        American Pale Ale (APA)   12.0
## 326         89        American Pale Ale (APA)   16.0
## 570        337                   American IPA   12.0
## 334         41                   American IPA   16.0
## 185         52         Saison / Farmhouse Ale   12.0
## 435        235        American Pale Wheat Ale   12.0
## 582        390        American Pale Ale (APA)   19.2
## 609        223 American Double / Imperial IPA   16.0
## 153         83                   American IPA   12.0
## 168        167                   American IPA   19.2
## 308        176        American Pale Ale (APA)   12.0
## 177        473       American Amber / Red Ale   16.0
## 652         47                   American IPA   16.0
## 528        143        American Pale Ale (APA)   12.0
## 838        141       American Amber / Red Ale   12.0
## 568        220       American Amber / Red Ale   12.0
## 796        127                   American IPA   16.0
## 332        257                   American IPA   16.0
## 517         62         Saison / Farmhouse Ale   16.0
## 260        217         Saison / Farmhouse Ale   12.0
## 692        200                   American IPA   12.0
## 766        299                   American IPA   12.0
## 232        142             American Brown Ale   12.0
## 889        262        American Pale Ale (APA)   12.0
## 296        310            American Blonde Ale   12.0
## 783        280            American Blonde Ale   12.0
## 716        207               Belgian Pale Ale   12.0
## 98         492       American Amber / Red Ale   16.0
## 118        172        American Pale Ale (APA)   12.0
## 138        108            American Blonde Ale   12.0
## 389         26        American Pale Ale (APA)   16.0
## 608        548              English Brown Ale   24.0
## 320         66                   American IPA   24.0
## 737        388            American Blonde Ale   16.0
## 101        535                   American IPA   12.0
## 734        486        American Pale Ale (APA)   12.0
## 480         12       American Amber / Red Ale   16.0
## 538        315                   American IPA   16.0
## 400        284          English Pale Mild Ale   12.0
## 158        167        American Pale Ale (APA)   12.0
## 885        273 American Double / Imperial IPA   16.0
## 41         371       American Amber / Red Ale   16.0
## 533        327        American Pale Wheat Ale   12.0
## 551        134        American Pale Ale (APA)   12.0
## 294        366        American Pale Ale (APA)   16.0
## 462        324               English Pale Ale   12.0
## 618        266       American Amber / Red Ale   12.0
## 887        273 American Double / Imperial IPA   16.0
## 242        528            American Blonde Ale   12.0
## 709        388 American Double / Imperial IPA   16.0
## 935        132        American Pale Wheat Ale   12.0
## 190        136        American Pale Wheat Ale   12.0
## 775        380                      Cream Ale   12.0
## 36          31                   American IPA   12.0
## 504         59 American Double / Imperial IPA   16.0
## 677        194               Belgian Pale Ale   12.0
## 647        277            American Blonde Ale   12.0
## 215         83       American Amber / Red Ale   12.0
## 753        165         Saison / Farmhouse Ale   12.0
## 671        184       American Amber / Red Ale   16.0
## 166         64        Belgian Strong Pale Ale   12.0
## 365         28               Belgian Dark Ale   16.0
## 135        108            American Blonde Ale   16.0
## 865        182               Belgian Pale Ale   12.0
## 540        429                   American IPA   12.0
## 19         413                   American IPA   12.0
## 65          79                   American IPA   12.0
## 843        119                        Old Ale   12.0
## 105        351 American Double / Imperial IPA   16.0
## 239        142                   American IPA   12.0
## 238        379             American Brown Ale   12.0
## 306        310         Saison / Farmhouse Ale   16.0
## 699         81        American Pale Wheat Ale   16.0
## 318         58               Abbey Single Ale   12.0
## 800        129            American Blonde Ale   12.0
## 263         50                   American IPA   12.0
## 117          5        American Pale Wheat Ale   12.0
## 404          2               Belgian Pale Ale   16.0
## 425        104                   American IPA   12.0
## 653         47                      Cream Ale   16.0
## 527         54   English India Pale Ale (IPA)   12.0
## 388         23                   American IPA   16.0
## 226        411       American Amber / Red Ale   12.0
## 952         80             American Brown Ale   12.0
## 954        192                   American IPA   12.0
## 834        119        American Pale Ale (APA)   16.0
## 125        492         Scotch Ale / Wee Heavy   16.0
## 883        273              American Wild Ale   16.0
## 733        199            American Strong Ale   12.0
## 58         289                   American IPA   12.0
## 681        377            American Strong Ale   16.0
## 259         50        American Pale Ale (APA)   12.0
## 359         28             English Strong Ale   16.0
## 728         81        American Pale Wheat Ale   16.0
## 109         84                   American IPA   12.0
## 441        104        American Pale Ale (APA)   12.0
## 160        406                   American IPA   16.0
## 797        126        American Pale Ale (APA)   12.0
## 943        132        American Pale Wheat Ale   16.0
## 29         159                   American IPA   12.0
## 489         11 American Double / Imperial IPA   16.0
## 14         103                   American IPA   12.0
## 665         92        American Pale Ale (APA)   12.0
## 620        266                   American IPA   12.0
## 169        167             American Brown Ale   16.0
## 144        265        American Pale Ale (APA)   12.0
## 664        322                   American IPA   16.0
## 130        453       American Amber / Red Ale   12.0
## 868        237                   American IPA   12.0
## 419        153       American Amber / Red Ale   12.0
## 355         22        American Pale Wheat Ale   16.0
## 662        225        American Pale Ale (APA)   12.0
## 350         26         Scotch Ale / Wee Heavy   16.0
## 482         11               Belgian Dark Ale   16.0
## 812         30                      Cream Ale   16.0
## 725        156        American Pale Ale (APA)   12.0
## 494        399            American Blonde Ale   16.0
## 546        429             American Brown Ale   12.0
## 227        228        American Pale Ale (APA)   12.0
## 77         172                   American IPA   12.0
## 428        296                   American IPA   12.0
## 341         26                   American IPA   16.0
## 295        314                   American IPA   12.0
## 583        361        American Pale Wheat Ale   12.0
## 549        134       American Amber / Red Ale   16.0
## 477        125        American Pale Wheat Ale   16.0
## 711        207        American Pale Ale (APA)   16.0
## 131        120        American Pale Ale (APA)   12.0
## 601        336                   American IPA   12.0
## 24         140       American Amber / Red Ale   12.0
## 910        451        American Pale Ale (APA)   16.0
## 704         81        American Pale Wheat Ale   16.0
## 414        175            American Blonde Ale   12.0
## 589         70                   American IPA   16.0
## 310        176 American Double / Imperial IPA   16.0
## 387         26                   Scottish Ale   16.0
## 353        251              English Brown Ale   16.0
## 256        142                   American IPA   12.0
## 947         80       American Amber / Red Ale   12.0
## 748         81        American Pale Wheat Ale   16.0
## 442        146               English Pale Ale   12.0
## 241        491                   American IPA   16.0
## 866        238        American Pale Ale (APA)   12.0
## 407        101       American Amber / Red Ale   12.0
## 292        366             American Brown Ale   16.0
## 297        308        American Pale Ale (APA)   12.0
## 405          2                    Pumpkin Ale   16.0
## 761        372                   American IPA   12.0
## 455        263               Belgian Pale Ale   12.0
## 703         81        American Pale Wheat Ale   16.0
## 252        394             American Brown Ale   12.0
## 323        328        American Pale Ale (APA)   16.0
## 931        457        American Pale Ale (APA)   16.0
## 35          31       American Amber / Red Ale   12.0
## 368         26         Scotch Ale / Wee Heavy   16.0
## 706        207                   American IPA   12.0
## 315        257             American Black Ale   16.0
## 617        393             American Black Ale   12.0
## 115        351                   American IPA   16.0
## 167        370                   American IPA   16.0
## 61         172       American Amber / Red Ale   12.0
## 345        178        American Pale Ale (APA)   12.0
## 779        280         Saison / Farmhouse Ale   12.0
## 456         72        American Pale Ale (APA)   12.0
## 309        362                    Pumpkin Ale   12.0
## 884        269   English India Pale Ale (IPA)   12.0
## 578        361                   American IPA   12.0
## 916        402                   American IPA   16.0
## 852        160                   American IPA   12.0
## 106        351             American Black Ale   16.0
## 498        278                   American IPA   12.0
## 777        144        American Pale Wheat Ale   16.0
## 200          7                   American IPA   12.0
## 81         241                   American IPA   16.0
## 575        337        American Pale Wheat Ale   12.0
## 727        154                   American IPA   12.0
## 64         369                   American IPA   12.0
## 700        465        American Pale Wheat Ale   12.0
## 124        241                   American IPA   16.0
## 903        363         Saison / Farmhouse Ale   16.0
## 736        290       American Amber / Red Ale   16.0
## 224        236 American Double / Imperial IPA   12.0
## 864        182        American Pale Ale (APA)   12.0
## 771         44                   American IPA   12.0
## 93         518        American Pale Ale (APA)   12.0
## 900        191        American Pale Ale (APA)   12.0
## 510          1                    Pumpkin Ale   16.0
## 802        464            American Blonde Ale   12.0
## 508        143             American Brown Ale   12.0
## 68          36        American Pale Wheat Ale   12.0
## 214        452                   American IPA   16.0
## 175        108                   American IPA   12.0
## 99         172                      Cream Ale   12.0
## 66           5       American Amber / Red Ale   12.0
## 223        411 American Double / Imperial IPA   12.0
## 426        235             American White IPA   12.0
## 500          1              English Brown Ale   16.0
## 156        453            American Blonde Ale   12.0
## 251        309        American Pale Wheat Ale   12.0
## 220         83       American Amber / Red Ale   12.0
## 958        192        American Pale Ale (APA)   12.0
## 17         459                   American IPA   12.0
## 116          5                   American IPA   12.0
## 933        132        American Pale Wheat Ale   12.0
## 513         54 American Double / Imperial IPA   16.0
## 39         535       American Amber / Red Ale   12.0
## 782        144        American Pale Wheat Ale   12.0
## 451         69                    Belgian IPA   16.0
## 266        476             American Brown Ale   12.0
## 828        396                   American IPA   12.0
## 717        156        American Pale Ale (APA)   12.0
## 760         98       American Amber / Red Ale   16.0
## 912        368        American Pale Ale (APA)   16.0
## 724        151                   American IPA   12.0
## 146        167        American Pale Ale (APA)   12.0
## 149        295         Saison / Farmhouse Ale   12.0
## 922        320        American Pale Ale (APA)   12.0
## 228        228                   American IPA   12.0
## 274        376        American Pale Wheat Ale   12.0
## 27         161                   Scottish Ale   12.0
## 463        318        American Pale Ale (APA)   16.0
## 46         241                   American IPA   16.0
## 702         81        American Pale Wheat Ale   16.0
## 720        199            American Blonde Ale   12.0
## 231        528        American Pale Ale (APA)   12.0
## 829        162         Saison / Farmhouse Ale   16.0
## 833        128                   American IPA   12.0
## 591        332                   American IPA   12.0
## 827        119 American Double / Imperial IPA   12.0
## 360         25             American Black Ale   16.0
## 230        540        American Pale Ale (APA)   12.0
## 616        393         Saison / Farmhouse Ale   12.0
## 311         56        American Pale Ale (APA)   12.0
## 466         11               Belgian Dark Ale   16.0
## 695        202                   American IPA   16.0
## 21         479             American Brown Ale   12.0
## 787        247               Belgian Pale Ale   12.0
## 471         16                   American IPA   12.0
## 475         13        American Pale Wheat Ale   12.0
## 71           4                      Wheat Ale   16.0
## 730        388             American Black Ale   16.0
## 4          271        American Pale Ale (APA)   12.0
## 331         75        American Pale Ale (APA)   12.0
## 338         17                   American IPA   16.0
## 697         81        American Pale Wheat Ale   16.0
## 30          31                    Belgian IPA   12.0
## 303        310                   American IPA   12.0
## 832        119 American Double / Imperial IPA   12.0
## 772        326                   American IPA   12.0
## 395         46             American Brown Ale   16.0
## 585        150        American Pale Ale (APA)   12.0
## 199         83       American Amber / Red Ale   16.0
## 352         26                   American IPA   16.0
## 22         287        American Pale Ale (APA)   12.0
## 55          99                   American IPA   32.0
## 5          459            American Blonde Ale   12.0
## 715         81             American White IPA   16.0
## 511        139        American Pale Ale (APA)   12.0
## 920        191       American Amber / Red Ale   12.0
## 284        366            American Blonde Ale   12.0
## 76         450         Saison / Farmhouse Ale   12.0
## 813        215            American Blonde Ale   12.0
## 682        377                   American IPA   16.0
## 642         47         Saison / Farmhouse Ale   16.0
## 448        124            American Blonde Ale   12.0
## 383         26                   American IPA   16.0
## 157         83       American Amber / Red Ale   12.0
## 679        367            American Blonde Ale   12.0
## 6          494                   American IPA   12.0
## 375         23               Belgian Pale Ale   16.0
## 385        203                   American IPA   16.0
## 518        445                   American IPA   16.0
## 550        134            American Blonde Ale   12.0
## 871        307 American Double / Imperial IPA   16.0
## 9          459                   Scottish Ale   12.0
## 643         47 American Double / Imperial IPA   12.0
## 595        505            American Blonde Ale   12.0
## 529         76                   American IPA   12.0
## 742         81        American Pale Wheat Ale   16.0
## 88          34                   American IPA   16.0
## 134        167                   American IPA   12.0
## 636        227            American Strong Ale   16.0
## 928         33            American Blonde Ale   12.0
## 434        319       American Amber / Red Ale   12.0
## 557        134                   American IPA   16.0
## 281        472                   Scottish Ale   16.0
## 621        531                    Belgian IPA   16.0
## 896        191       American Amber / Red Ale   12.0
## 794         30 American Double / Imperial IPA   16.0
## 304        310 American Double / Imperial IPA   12.0
## 123        523               Belgian Pale Ale   16.0
## 849        303             American White IPA   12.0
## 53         321                   American IPA   16.0
## 95          36                   American IPA   12.0
## 945        157             American Black Ale   12.0
## 265        416             American Brown Ale   12.0
## 756        168                   American IPA   12.0
## 897        191                   American IPA   12.0
## 723        207                   American IPA   16.0
## 769        364                   American IPA   12.0
## 176        221            American Strong Ale   16.0
## 957        192              English Brown Ale   12.0
## 236        448                      Cream Ale   12.0
## 543         61                   American IPA   12.0
## 686         81            American Strong Ale   16.0
## 423        279        American Pale Ale (APA)   12.0
## 596         71        American Pale Ale (APA)   16.0
## 635        547             American Brown Ale   16.0
## 522         62                   American IPA   16.0
## 8          494                      Cream Ale   12.0
## 738        199                   American IPA   12.0
## 446        296 American Double / Imperial IPA   12.0
## 535        189            American Blonde Ale   12.0
## 877        384                   American IPA   16.0
## 807        119            American Blonde Ale   12.0
## 899        171                   American IPA   12.0
## 63         172       American Amber / Red Ale   12.0
## 412        153                   American IPA   12.0
## 913        191                   American IPA   12.0
## 13         459                   Scottish Ale   12.0
## 275        205             American Brown Ale   19.2
## 376         26         Scotch Ale / Wee Heavy   16.0
## 955        551        American Pale Ale (APA)   16.0
## 317        176 American Double / Imperial IPA   12.0
## 799        258         Saison / Farmhouse Ale   16.0
## 325         57        American Pale Ale (APA)   12.0
## 523         62 American Double / Imperial IPA   16.0
## 600        336        American Pale Ale (APA)   12.0
## 875        383        American Pale Ale (APA)   12.0
## 337         17            American Blonde Ale   16.0
## 676        183            American Blonde Ale   16.0
## 188        264                   American IPA   12.0
## 127         84        American Pale Ale (APA)   16.0
## 566        410                   American IPA   16.0
## 429        231                   American IPA   12.0
## 623        234 American Double / Imperial IPA   12.0
## 302        308                   American IPA   12.0
## 23         479        American Pale Ale (APA)   12.0
## 273        204            American Blonde Ale   12.0
## 574        511                   American IPA   16.0
## 72         371                   American IPA   16.0
## 559        410       American Amber / Red Ale   16.0
## 28          31                   American IPA   12.0
## 680        183            American Blonde Ale   16.0
## 91         369                   American IPA   12.0
## 558        538       American Amber / Red Ale   12.0
## 174        167        American Pale Ale (APA)   12.0
## 660         92             American Brown Ale   12.0
## 741        195        American Pale Ale (APA)   12.0
## 792        240         Saison / Farmhouse Ale   12.0
## 269        205        American Pale Ale (APA)   12.0
## 534        315       American Amber / Red Ale   16.0
## 691         81        American Pale Wheat Ale   16.0
## 207          7        American Pale Wheat Ale   12.0
## 894        354                   American IPA   16.0
## 942        132            American Blonde Ale   12.0
## 830        129             American Black Ale   12.0
## 384         22        American Pale Ale (APA)   16.0
## 515         54            American Blonde Ale   12.0
## 221          7                        Old Ale   12.0
## 272        376             American Brown Ale   12.0
## 785          6             American Brown Ale   12.0
## 474         11               Belgian Pale Ale   16.0
## 831        414        American Pale Ale (APA)   12.0
## 133        111            American Blonde Ale   16.0
## 747        156                   American IPA   12.0
## 751        373        American Pale Ale (APA)   12.0
## 487         11                   American IPA   16.0
## 810        129               English Pale Ale   12.0
## 204        167 American Double / Imperial IPA   12.0
## 835        414             American Black Ale   16.0
## 126        449        American Pale Ale (APA)   12.0
## 685         81                   American IPA   16.0
## 154        136        American Pale Wheat Ale   12.0
## 458        386                    Pumpkin Ale   12.0
## 148        167            American Strong Ale   12.0
## 16         558               English Pale Ale   12.0
## 59         369        American Pale Ale (APA)   12.0
## 267        376         Saison / Farmhouse Ale   12.0
## 278        204       American Amber / Red Ale   12.0
## 290        366                   American IPA   16.0
## 632         47            American Strong Ale   12.0
## 250        222                   American IPA   12.0
## 258        217         Saison / Farmhouse Ale   12.0
## 391        501       American Amber / Red Ale   12.0
## 844        119 American Double / Imperial IPA   12.0
## 542        189                   American IPA   12.0
## 248        309                   American IPA   12.0
## 597        332                   American IPA   12.0
## 644         47                    Pumpkin Ale   16.0
## 684        375 American Double / Imperial IPA   12.0
## 486         11         Saison / Farmhouse Ale   16.0
## 882        173 American Double / Imperial IPA   12.0
## 151        420             American Black Ale   12.0
## 417        153            American Blonde Ale   12.0
## 62         281                    Belgian IPA   16.0
## 399         46         Saison / Farmhouse Ale   16.0
## 572        408             American Brown Ale   12.0
## 459        267        American Pale Wheat Ale   12.0
## 587        541        American Pale Ale (APA)   12.0
## 100        398             American Black Ale   16.0
## 569        538                   American IPA   12.0
## 541        315        American Dark Wheat Ale   16.0
## 78         210        American Pale Ale (APA)   16.0
## 48          84                   American IPA   16.0
## 73          35                   American IPA   12.0
## 202         52 American Double / Imperial IPA   19.2
## 246        379                      Cream Ale   12.0
## 364         26        Belgian Strong Pale Ale   16.0
## 374         23                   American IPA   16.0
## 907        482               English Pale Ale   16.0
## 351         25 American Double / Imperial IPA   12.0
## 867        344                   American IPA   16.0
## 277        205             American Brown Ale   12.0
## 240        309                  Irish Red Ale   12.0
## 768        346                   American IPA   12.0
## 390         46         Saison / Farmhouse Ale   16.0
## 531        315             American Black Ale   16.0
## 836        128            American Blonde Ale   12.0
## 110        172                      Cream Ale   12.0
## 627        547                   American IPA   12.0
## 784        385                   American IPA   12.0
## 363        178         Saison / Farmhouse Ale   12.0
## 172        167              English Brown Ale   12.0
## 424        294                   American IPA   16.0
## 506         62             American Brown Ale   16.0
## 97          84        American Pale Ale (APA)   12.0
## 42          49                   American IPA   12.0
## 80         210       American Amber / Red Ale   16.0
## 120        210        American Pale Wheat Ale   16.0
## 746        455        American Pale Ale (APA)   12.0
## 774        102       American Amber / Red Ale   12.0
## 499         62             American Black Ale   16.0
## 85         253             American Brown Ale   12.0
## 184         83                   American IPA   12.0
## 493        230                   American IPA   16.0
## 111         34        American Pale Ale (APA)   16.0
## 141        108        American Pale Ale (APA)   12.0
## 502        143                      Cream Ale   12.0
## 478         11              American Wild Ale   16.0
## 890        273 American Double / Imperial IPA   16.0
## 637        539        American Pale Wheat Ale   12.0
## 788        213                   American IPA   12.0
## 758        165        American Pale Ale (APA)   12.0
## 646        343                   American IPA   12.0
## 276        204        American Pale Ale (APA)   12.0
## 878        344        American Pale Ale (APA)   12.0
## 501         62                   American IPA   16.0
## 552        246          English Dark Mild Ale   12.0
## 132        497                   American IPA   12.0
## 672         92            American Blonde Ale   12.0
## 545        429        American Pale Wheat Ale   12.0
## 406          2         Saison / Farmhouse Ale   16.0
## 847        119         Saison / Farmhouse Ale   12.0
## 129         52        American Pale Ale (APA)   12.0
## 667        184            American Strong Ale   16.0
## 225        436 American Double / Imperial IPA   12.0
## 793        520                   American IPA   12.0
## 651        438   English India Pale Ale (IPA)   12.0
## 410          2 American Double / Imperial IPA   16.0
## 921        191             American Brown Ale   12.0
## 937        132        American Pale Wheat Ale   12.0
## 526        143        American Pale Wheat Ale   12.0
## 919        363            American Blonde Ale   16.0
## 951        458        American Pale Wheat Ale   12.0
## 786        519              English Brown Ale   12.0
## 7          454                   American IPA   12.0
## 613        282                   American IPA   16.0
## 152        167         Scotch Ale / Wee Heavy   16.0
## 808         67       American Amber / Red Ale   12.0
## 261        401        American Pale Ale (APA)   12.0
## 754        164                   American IPA   12.0
## 908        488                   American IPA   12.0
## 956        192        American Pale Ale (APA)   12.0
## 791        240                   American IPA   12.0
## 553        246               Belgian Pale Ale   12.0
## 708        465                   American IPA   12.0
## 45          99        American Pale Ale (APA)   32.0
## 661        225                   American IPA   16.0
## 234        394                   American IPA   12.0
## 614        444                   American IPA   12.0
## 915        191                   American IPA   12.0
## 880        345                   American IPA   12.0
## 668        322        American Pale Ale (APA)   16.0
## 488        125                   American IPA   16.0
## 2          224                   American IPA   12.0
## 806        162       American Amber / Red Ale   16.0
## 514        259                   American IPA   12.0
## 422        146                    Pumpkin Ale   12.0
## 726        151       American Amber / Red Ale   12.0
## 573        538                   Scottish Ale   12.0
## 210        221 American Double / Imperial IPA   12.0
## 373        507       American Amber / Red Ale   12.0
## 645        300            American Blonde Ale   12.0
## 509        445        American Pale Ale (APA)   16.0
## 443        296                   American IPA   12.0
## 855        303 American Double / Imperial IPA   12.0
## 561        220                   American IPA   12.0
## 18         479 American Double / Imperial IPA   12.0
## 195        516             American Black Ale   16.0
## 189        105        American Pale Ale (APA)   12.0
## 57         347                   American IPA   12.0
## 932        350             American White IPA   16.0
## 346         26                   American IPA   16.0
## 837        177        American Pale Ale (APA)   12.0
## 361         25        American Pale Ale (APA)   16.0
## 33          31        American Pale Ale (APA)   12.0
## 104         36                   American IPA   12.0
## 605        338                    Pumpkin Ale   12.0
## 468         13                      Cream Ale   12.0
## 94         347            American Blonde Ale   12.0
## 70         398             American Black Ale   12.0
## 906        488                   American IPA   16.0
## 327         58               Abbey Single Ale   12.0
## 367        178 American Double / Imperial IPA   12.0
## 537        133                   American IPA   12.0
## 340        316                   Scottish Ale   16.0
## 902        191                   American IPA   12.0
## 136        108                   American IPA   16.0
## 155          7        American Pale Ale (APA)   12.0
## 179         64        American Pale Ale (APA)   12.0
## 588        180   English India Pale Ale (IPA)   12.0
## 163         38         Saison / Farmhouse Ale   12.0
## 892         42                   American IPA   16.0
## 208        425            American Strong Ale   12.0
## 460        318                   American IPA   16.0
## 659        184        American Pale Ale (APA)   16.0
## 901        363       American Amber / Red Ale   16.0
## 180        167 American Double / Imperial IPA   12.0
## 874        384                   American IPA   12.0
## 476         11        Belgian Strong Dark Ale   16.0
## 536         61            American Blonde Ale   12.0
## 599        336                   Scottish Ale   12.0
## 84         210       American Amber / Red Ale   16.0
## 495        439       American Amber / Red Ale   12.0
## 839        243                   American IPA   12.0
## 743        156        American Pale Ale (APA)   12.0
## 929        285         Saison / Farmhouse Ale   16.0
## 634         47                   American IPA   24.0
## 15         454            American Blonde Ale   12.0
## 43         450                   American IPA   12.0
## 330        362             American Brown Ale   12.0
## 314         53       American Amber / Red Ale   16.0
## 283        366            American Blonde Ale   12.0
## 803        216   English India Pale Ale (IPA)   12.0
## 925        193                   American IPA   12.0
## 811        119        American Pale Ale (APA)   12.0
## 47         112                      Cream Ale   12.0
## 293        366                  Irish Red Ale   16.0
## 560        511                   American IPA   16.0
## 712         81       American Amber / Red Ale   16.0
## 819        162 American Double / Imperial IPA   12.0
## 872        456                   American IPA   12.0
## 321         58                   American IPA   12.0
## 378        203                   American IPA   16.0
## 778        102                   American IPA   12.0
## 790        313        American Pale Ale (APA)   12.0
## 710        207                   American IPA   16.0
## 392        501        American Pale Wheat Ale   12.0
## 740        151                   American IPA   12.0
## 946        157        American Pale Ale (APA)   12.0
## 222        167                   Scottish Ale   12.0
## 470         11         Saison / Farmhouse Ale   16.0
## 485         11                    Belgian IPA   16.0
## 698         81        American Pale Wheat Ale   16.0
## 79         241                   American IPA   16.0
## 362         26         Scotch Ale / Wee Heavy   16.0
## 37         433                   American IPA   12.0
## 505        278             American Black Ale   12.0
## 604        381             American Brown Ale   12.0
## 520         76             American Black Ale   12.0
## 826        119 American Double / Imperial IPA   12.0
## 343         26                   American IPA   16.0
## 598        332                      Cream Ale   12.0
## 1          103       American Amber / Red Ale   12.0
## 886        269       American Amber / Red Ale   12.0
## 270        376        Belgian Strong Dark Ale   12.0
## 670         95                      Cream Ale   16.0
## 34         159        American Pale Ale (APA)   12.0
## 145        442                  Irish Red Ale   16.0
## 581        446        American Pale Ale (APA)   12.0
## 825        162         Saison / Farmhouse Ale   12.0
## 469          9                   American IPA   16.0
## 12         494        American Pale Ale (APA)   12.0
## 891        273                   American IPA   16.0
## 850        160            American Blonde Ale   12.0
## 393         46             American Brown Ale   16.0
## 752        372 American Double / Imperial IPA   12.0
## 103          4                   American IPA   16.0
## 87         450 American Double / Imperial IPA   12.0
## 186        524                   American IPA   12.0
## 147        167 American Double / Imperial IPA   12.0
## 282        472             American Brown Ale   16.0
## 770         44                   American IPA   12.0
## 798        185        American Pale Ale (APA)   12.0
## 370         26               Belgian Dark Ale   16.0
## 467         14                   American IPA   12.0
## 579        390 American Double / Imperial IPA   16.0
## 235        142                   American IPA   12.0
## 264        416            American Blonde Ale   12.0
## 291        366        American Pale Ale (APA)   16.0
## 255        142                   American IPA   12.0
## 638         47        American Pale Wheat Ale   16.0
## 763        357 American Double / Imperial IPA   12.0
## 416        534                   American IPA   12.0
## 268        205            American Blonde Ale   12.0
## 861        238        American Pale Ale (APA)   12.0
## 431        296                   American IPA   12.0
## 683        183                   American IPA   16.0
## 113        523             American Brown Ale   16.0
## 243         68       American Amber / Red Ale   12.0
## 356        166                   American IPA   16.0
## 876         51                   American IPA   12.0
## 729        388             American Black Ale   16.0
## 354         28        Belgian Strong Dark Ale   16.0
## 32          31        American Pale Ale (APA)   12.0
## 183         52             American Brown Ale   19.2
## 759        168        American Pale Ale (APA)   12.0
## 580        325        American Pale Ale (APA)   12.0
## 49         334            American Blonde Ale   12.0
## 381         26               Belgian Pale Ale   16.0
## 630         47                      Cream Ale   16.0
## 567        337             English Strong Ale   12.0
## 171        167        American Pale Ale (APA)   19.2
## 776        380            American Blonde Ale   16.0
## 159        265                   American IPA   12.0
## 858        116         Saison / Farmhouse Ale   12.0
## 816         30                   American IPA   16.0
## 612        223             American Black Ale   16.0
## 107        172        American Pale Ale (APA)   12.0
## 342         25        American Pale Ale (APA)   12.0
## 624        234        American Pale Ale (APA)   12.0
## 450         72 American Double / Imperial IPA   12.0
## 650        438          English Pale Mild Ale   12.0
## 473         60                   American IPA   12.0
## 490         11         Saison / Farmhouse Ale   16.0
## 402        389                   American IPA   16.0
## 298        314       American Amber / Red Ale   12.0
## 870        383        American Pale Ale (APA)   12.0
## 590        360        American Pale Ale (APA)   16.0
## 401         46        American Pale Wheat Ale   12.0
## 299        310                   American IPA   12.0
## 718        486       American Amber / Red Ale   12.0
## 192        425                    Pumpkin Ale   12.0
## 705         81       American Amber / Red Ale   16.0
## 767        302        American Pale Wheat Ale   16.0
## 492         15                   American IPA   12.0
## 840        396        American Pale Ale (APA)   12.0
## 863        123        American Pale Ale (APA)   12.0
## 895        461         Saison / Farmhouse Ale   12.0
## 254        528                   American IPA   12.0
## 173         83        American Pale Wheat Ale   12.0
## 731        199                   American IPA   12.0
## 846        141        American Pale Ale (APA)   12.0
## 40         369 American Double / Imperial IPA   12.0
## 253        394            American Blonde Ale   12.0
## 457        115                   American IPA   12.0
## 182        108            American Blonde Ale   12.0
## 628         47             American Brown Ale   16.0
## 804        288            American Blonde Ale   12.0
## 739        199            American Blonde Ale   12.0
## 781         87 American Double / Imperial IPA   12.0
##                            Brewery_Name                City
## 69               21st Amendment Brewery       San Francisco
## 941               Stevens Point Brewery       Stevens Point
## 940               Stevens Point Brewery       Stevens Point
## 198             Upslope Brewing Company             Boulder
## 452           Stillwater Artisanal Ales           Baltimore
## 524                  NorthGate Brewing          Minneapolis
## 898             Fremont Brewing Company             Seattle
## 818          Deep Ellum Brewing Company              Dallas
## 497                      Bell's Brewery           Kalamazoo
## 755              Lavery Brewing Company                Erie
## 479                      Brewery Vivant        Grand Rapids
## 307        Two Brothers Brewing Company         Warrenville
## 326        Goose Island Brewing Company             Chicago
## 570             Big Sky Brewing Company            Missoula
## 334                   Big Muddy Brewing         Murphysboro
## 185             Upslope Brewing Company             Boulder
## 435                     Harpoon Brewery              Boston
## 582 Oskar Blues Brewery (North Carol...             Brevard
## 609              Carton Brewing Company  Atlantic Highlands
## 153         New Belgium Brewing Company        Fort Collins
## 168                 Oskar Blues Brewery            Longmont
## 308            Spiteful Brewing Company             Chicago
## 177     Crystal Springs Brewing Company             Boulder
## 652                 Sixpoint Craft Ales            Brooklyn
## 528              Third Street Brewhouse         Cold Spring
## 838        Independence Brewing Company              Austin
## 568             Bozeman Brewing Company             Bozeman
## 796 Uncle Billy's Brewery and Smokeh...              Austin
## 332                Finch's Beer Company             Chicago
## 517               Surly Brewing Company     Brooklyn Center
## 260                     Orpheus Brewing             Atlanta
## 692              Worthy Brewing Company                Bend
## 766                 Liquid Hero Brewery                York
## 232          Cigar City Brewing Company               Tampa
## 889                 Otter Creek Brewing           Waterbury
## 296             Sockeye Brewing Company               Boise
## 783           Foolproof Brewing Company           Pawtucket
## 716                 Fort George Brewery             Astoria
## 98               Devil's Canyon Brewery             Belmont
## 118     Anderson Valley Brewing Company           Boonville
## 138             Bonfire Brewing Company               Eagle
## 389            Sun King Brewing Company        Indianapolis
## 608 Moat Mountain Smoke House & Brew...        North Conway
## 320                  Mikerphone Brewing             Chicago
## 737                      Natian Brewery            Portland
## 101             Mammoth Brewing Company       Mammoth Lakes
## 734        MacTarnahans Brewing Company            Portland
## 480                    Petoskey Brewing            Petoskey
## 538         Piney River Brewing Company             Bucryus
## 400            Defiance Brewing Company                Hays
## 158                 Oskar Blues Brewery            Longmont
## 885                       The Alchemist           Waterbury
## 41           Pizza Port Brewing Company            Carlsbad
## 533               Morgan Street Brewery         Saint Louis
## 551 Southern Prohibition Brewing Com...         Hattiesburg
## 294                 Great River Brewery           Davenport
## 462          D.L. Geary Brewing Company            Portland
## 618             Tractor Brewing Company         Albuquerque
## 887                       The Alchemist           Waterbury
## 242                 Intuition Ale Works        Jacksonville
## 709                      Natian Brewery            Portland
## 935               Stevens Point Brewery       Stevens Point
## 190                  Pug Ryan's Brewery              Dillon
## 775   Grey Sail Brewing of Rhode Island            Westerly
## 36               SanTan Brewing Company            Chandler
## 504              Summit Brewing Company            St. Paul
## 677              Anthem Brewing Company       Oklahoma City
## 647             Montauk Brewing Company             Montauk
## 215         New Belgium Brewing Company        Fort Collins
## 753                  Round Guys Brewing            Lansdale
## 671         Seventh Son Brewing Company            Columbus
## 166      Crazy Mountain Brewing Company             Edwards
## 365           450 North Brewing Company            Columbus
## 135             Bonfire Brewing Company               Eagle
## 865           Wild Wolf Brewing Company          Nellysford
## 540            Schlafly Brewing Company         Saint Louis
## 19                      Straight to Ale          Huntsville
## 65               Speakasy Ales & Lagers       San Francisco
## 843       Southern Star Brewing Company              Conroe
## 105       Central Coast Brewing Company     San Luis Obispo
## 239          Cigar City Brewing Company               Tampa
## 238                   Bold City Brewery        Jacksonville
## 306             Sockeye Brewing Company               Boise
## 699              Hopworks Urban Brewery            Portland
## 318                     Destihl Brewery         Bloomington
## 800            Real Ale Brewing Company              Blanco
## 263          SweetWater Brewing Company             Atlanta
## 117             Fort Point Beer Company       San Francisco
## 404           Against the Grain Brewery          Louisville
## 425                  Beer Works Brewery              Lowell
## 653                 Sixpoint Craft Ales            Brooklyn
## 527                   Bent Brewstillery           Roseville
## 388               Four Fathers Brewing           Valparaiso
## 226         New England Brewing Company          Woodbridge
## 952         Black Tooth Brewing Company            Sheridan
## 954         Snake River Brewing Company             Jackson
## 834       Southern Star Brewing Company              Conroe
## 125              Devil's Canyon Brewery             Belmont
## 883                       The Alchemist           Waterbury
## 733          Hop Valley Brewing Company         Springfield
## 58                 Saint Archer Brewery           San Diego
## 681           RoughTail Brewing Company        Midwest City
## 259          SweetWater Brewing Company             Atlanta
## 359           450 North Brewing Company            Columbus
## 728              Hopworks Urban Brewery            Portland
## 109       Sierra Nevada Brewing Company               Chico
## 441                  Beer Works Brewery              Lowell
## 160                Fate Brewing Company             Boulder
## 797             Karbach Brewing Company             Houston
## 943               Stevens Point Brewery       Stevens Point
## 29           Lumberyard Brewing Company           Flagstaff
## 489                      Brewery Vivant        Grand Rapids
## 14          King Street Brewing Company           Anchorage
## 665             Madtree Brewing Company          Cincinnati
## 620             Tractor Brewing Company         Albuquerque
## 169                 Oskar Blues Brewery            Longmont
## 144                 Ska Brewing Company             Durango
## 664           Rivertown Brewing Company            Lockland
## 130             Centennial Beer Company             Edwards
## 868            Champion Brewing Company     Charlottesville
## 419            Tin Roof Brewing Company         Baton Rouge
## 355                 Three Pints Brewing        Martinsville
## 662                  Fat Head's Brewery  Middleburg Heights
## 350            Sun King Brewing Company        Indianapolis
## 482                      Brewery Vivant        Grand Rapids
## 812                 Cedar Creek Brewery        Seven Points
## 725             Caldera Brewing Company             Ashland
## 494           Saugatuck Brewing Company             Douglas
## 546            Schlafly Brewing Company         Saint Louis
## 227             DC Brau Brewing Company          Washington
## 77      Anderson Valley Brewing Company           Boonville
## 428           Wachusett Brewing Company         Westminster
## 341            Sun King Brewing Company        Indianapolis
## 295        Slanted Rock Brewing Company            Meridian
## 583             Aviator Brewing Company       Fuquay-Varina
## 549 Southern Prohibition Brewing Com...         Hattiesburg
## 477        Griffin Claw Brewing Company          Birmingham
## 711                 Fort George Brewery             Astoria
## 131          Steamworks Brewing Company             Durango
## 601               Fargo Brewing Company               Fargo
## 24    Core Brewing & Distilling Company          Springdale
## 910           Northwest Brewing Company             Pacific
## 704              Hopworks Urban Brewery            Portland
## 414 New Orleans Lager & Ale Brewing ...         New Orleans
## 589        Appalachian Mountain Brewery               Boone
## 310            Spiteful Brewing Company             Chicago
## 387            Sun King Brewing Company        Indianapolis
## 353                   Chapman's Brewing              Angola
## 256          Cigar City Brewing Company               Tampa
## 947         Black Tooth Brewing Company            Sheridan
## 748              Hopworks Urban Brewery            Portland
## 442                       Cisco Brewers           Nantucket
## 241           Tampa Bay Brewing Company               Tampa
## 866    Devil's Backbone Brewing Company           Lexington
## 407                  West Sixth Brewing           Lexington
## 292                 Great River Brewery           Davenport
## 297             Payette Brewing Company         Garden City
## 405           Against the Grain Brewery          Louisville
## 761             Sly Fox Brewing Company           Pottstown
## 455                    The Brewer's Art           Baltimore
## 703              Hopworks Urban Brewery            Portland
## 252               Miami Brewing Company               Miami
## 323              Half Acre Beer Company             Chicago
## 931             Lucette Brewing Company           Menominie
## 35               SanTan Brewing Company            Chandler
## 368            Sun King Brewing Company        Indianapolis
## 706                 Fort George Brewery             Astoria
## 315                Finch's Beer Company             Chicago
## 617            Santa Fe Brewing Company            Santa Fe
## 115       Central Coast Brewing Company     San Luis Obispo
## 167       Eddyline Brewery & Restaurant         Buena Vista
## 61      Anderson Valley Brewing Company           Boonville
## 345                 18th Street Brewery                Gary
## 779           Foolproof Brewing Company           Pawtucket
## 456                 Union Craft Brewing           Baltimore
## 309          Wild Onion Brewing Company     Lake Barrington
## 884          Long Trail Brewing Company Bridgewater Corners
## 578             Aviator Brewing Company       Fuquay-Varina
## 916             Amnesia Brewing Company           Washougal
## 852               Uinta Brewing Company      Salt Lake City
## 106       Central Coast Brewing Company     San Luis Obispo
## 498              Indeed Brewing Company         Minneapolis
## 777        Narragansett Brewing Company          Providence
## 200        Great Divide Brewing Company              Denver
## 81                  Golden Road Brewing         Los Angeles
## 575             Big Sky Brewing Company            Missoula
## 727                Three Creeks Brewing             Sisters
## 64               21st Amendment Brewery       San Francisco
## 700           Good Life Brewing Company                Bend
## 124                 Golden Road Brewing         Los Angeles
## 903                     Hilliard's Beer             Seattle
## 736                          Rogue Ales             Newport
## 224           Back East Brewing Company          Bloomfield
## 864           Wild Wolf Brewing Company          Nellysford
## 771          Rivertowne Brewing Company              Export
## 93                    Butcher's Brewing            Carlsbad
## 900           Two Beers Brewing Company             Seattle
## 510                  NorthGate Brewing          Minneapolis
## 802            Big Bend Brewing Company              Alpine
## 508              Third Street Brewhouse         Cold Spring
## 68               Anchor Brewing Company       San Francisco
## 214               Dad & Dude's Breweria              Aurora
## 175             Bonfire Brewing Company               Eagle
## 99      Anderson Valley Brewing Company           Boonville
## 66              Fort Point Beer Company       San Francisco
## 223         New England Brewing Company          Woodbridge
## 426                     Harpoon Brewery              Boston
## 500                  NorthGate Brewing          Minneapolis
## 156             Centennial Beer Company             Edwards
## 251                    Brew Bus Brewing               Tampa
## 220         New Belgium Brewing Company        Fort Collins
## 958         Snake River Brewing Company             Jackson
## 17          Kenai River Brewing Company            Soldotna
## 116             Fort Point Beer Company       San Francisco
## 933               Stevens Point Brewery       Stevens Point
## 513                   Bent Brewstillery           Roseville
## 39              Mammoth Brewing Company       Mammoth Lakes
## 782        Narragansett Brewing Company          Providence
## 451 Red Shedman Farm Brewery and Hop...            Mt. Airy
## 266            Red Hare Brewing Company            Marietta
## 828                Hops & Grain Brewery              Austin
## 717             Caldera Brewing Company             Ashland
## 760              Tröegs Brewing Company             Hershey
## 912             Airways Brewing Company                Kent
## 724                    Oakshire Brewing              Eugene
## 146                 Oskar Blues Brewery            Longmont
## 149         Black Shirt Brewing Company              Denver
## 922              Dick's Brewing Company           Centralia
## 228             DC Brau Brewing Company          Washington
## 274                Maui Brewing Company             Lahaina
## 27           Four Peaks Brewing Company               Tempe
## 463      Marshall Wharf Brewing Company             Belfast
## 46                  Golden Road Brewing         Los Angeles
## 702              Hopworks Urban Brewery            Portland
## 720          Hop Valley Brewing Company         Springfield
## 231                 Intuition Ale Works        Jacksonville
## 829        Martin House Brewing Company          Fort Worth
## 833          Deep Ellum Brewing Company              Dallas
## 591             Catawba Brewing Company           Morganton
## 827       Southern Star Brewing Company              Conroe
## 360                    Burn 'Em Brewing       Michigan City
## 230          Twin Lakes Brewing Company          Greenville
## 616            Santa Fe Brewing Company            Santa Fe
## 311           Pollyanna Brewing Company              Lemont
## 466                      Brewery Vivant        Grand Rapids
## 695            Fearless Brewing Company            Estacada
## 21          Good People Brewing Company          Birmingham
## 787               Quest Brewing Company          Greenville
## 471            Founders Brewing Company        Grand Rapids
## 475                  Blackrocks Brewery           Marquette
## 71            Mike Hess Brewing Company           San Diego
## 730                      Natian Brewery            Portland
## 4               Alaskan Brewing Company              Juneau
## 331        Two Brothers Brewing Company         Warrenville
## 338                   Flat 12 Bierwerks        Indianapolis
## 697              Hopworks Urban Brewery            Portland
## 30               SanTan Brewing Company            Chandler
## 303             Sockeye Brewing Company               Boise
## 832       Southern Star Brewing Company              Conroe
## 772     Neshaminy Creek Brewing Company             Croydon
## 395           Tallgrass Brewing Company           Manhattan
## 585           Lonerider Brewing Company             Raleigh
## 199         New Belgium Brewing Company        Fort Collins
## 352            Sun King Brewing Company        Indianapolis
## 22              Back Forty Beer Company             Gadsden
## 55                      Mission Brewery           San Diego
## 5           Kenai River Brewing Company            Soldotna
## 715              Hopworks Urban Brewery            Portland
## 511              Summit Brewing Company             St Paul
## 920           Two Beers Brewing Company             Seattle
## 284                 Great River Brewery           Davenport
## 76                        TailGate Beer           San Diego
## 813       Buffalo Bayou Brewing Company             Houston
## 682           RoughTail Brewing Company        Midwest City
## 642                 Sixpoint Craft Ales            Brooklyn
## 448                 Ipswich Ale Brewery             Ipswich
## 383            Sun King Brewing Company        Indianapolis
## 157         New Belgium Brewing Company        Fort Collins
## 679             Mustang Brewing Company             Mustang
## 6          Broken Tooth Brewing Company           Anchorage
## 375               Four Fathers Brewing           Valparaiso
## 385              Upland Brewing Company         Bloomington
## 518                    Big Wood Brewery     Vadnais Heights
## 550 Southern Prohibition Brewing Com...         Hattiesburg
## 871               Beach Brewing Company      Virginia Beach
## 9           Kenai River Brewing Company            Soldotna
## 643                 Sixpoint Craft Ales            Brooklyn
## 595            Carolina Beer & Beverage         Mooresville
## 529         Bent Paddle Brewing Company              Duluth
## 742              Hopworks Urban Brewery            Portland
## 88           The Dudes' Brewing Company            Torrance
## 134                 Oskar Blues Brewery            Longmont
## 636                     Chatham Brewing             Chatham
## 928          James Page Brewing Company       Stevens Point
## 434                 Banner Beer Company        Williamsburg
## 557 Southern Prohibition Brewing Com...         Hattiesburg
## 281             Okoboji Brewing Company         Spirit Lake
## 621            Buckbean Brewing Company                Reno
## 896           Two Beers Brewing Company             Seattle
## 794                 Cedar Creek Brewery        Seven Points
## 304             Sockeye Brewing Company               Boise
## 123                    Uncommon Brewers          Santa Cruz
## 849            Utah Brewers Cooperative      Salt Lake City
## 53                 Claremont Craft Ales           Claremont
## 95               Anchor Brewing Company       San Francisco
## 945   Greenbrier Valley Brewing Company           Lewisburg
## 265         Coastal Empire Beer Company            Savannah
## 756              Boxcar Brewing Company        West Chester
## 897           Two Beers Brewing Company             Seattle
## 723                 Fort George Brewery             Astoria
## 769                           Mikkeller           Pottstown
## 176                  Big Choice Brewing          Broomfield
## 957         Snake River Brewing Company             Jackson
## 236                  Swamp Head Brewery         Gainesville
## 543             4 Hands Brewing Company         Saint Louis
## 686              Hopworks Urban Brewery            Portland
## 423           Berkshire Brewing Company     South Deerfield
## 596            Birdsong Brewing Company           Charlotte
## 635             Upstate Brewing Company              Elmira
## 522               Surly Brewing Company     Brooklyn Center
## 8          Broken Tooth Brewing Company           Anchorage
## 738          Hop Valley Brewing Company         Springfield
## 446           Wachusett Brewing Company         Westminster
## 535                    Mother's Brewing         Springfield
## 877                  Starr Hill Brewery              Crozet
## 807       Southern Star Brewing Company              Conroe
## 899                 Everybody's Brewing        White Salmon
## 63      Anderson Valley Brewing Company           Boonville
## 412            Tin Roof Brewing Company         Baton Rouge
## 913           Two Beers Brewing Company             Seattle
## 13          Kenai River Brewing Company            Soldotna
## 275             Hawai'i Nui Brewing Co.                Hilo
## 376            Sun King Brewing Company        Indianapolis
## 955          Wind River Brewing Company            Pinedale
## 317            Spiteful Brewing Company             Chicago
## 799                South Austin Brewery        South Austin
## 325                  BuckleDown Brewing               Lyons
## 523               Surly Brewing Company     Brooklyn Center
## 600               Fargo Brewing Company               Fargo
## 875               Blue Mountain Brewery               Afton
## 337                   Flat 12 Bierwerks        Indianapolis
## 676                      COOP Ale Works       Oklahoma City
## 188                 Denver Beer Company              Denver
## 127       Sierra Nevada Brewing Company               Chico
## 566            Tamarack Brewing Company            Lakeside
## 429            Cape Ann Brewing Company          Gloucester
## 623        Joseph James Brewing Company           Henderson
## 302             Payette Brewing Company         Garden City
## 23          Good People Brewing Company          Birmingham
## 273                  Mehana Brewing Co.                Hilo
## 574        Kettle House Brewing Company            Missoula
## 72           Pizza Port Brewing Company            Carlsbad
## 559            Tamarack Brewing Company            Lakeside
## 28               SanTan Brewing Company            Chandler
## 680                      COOP Ale Works       Oklahoma City
## 91               21st Amendment Brewery       San Francisco
## 558     Lewis and Clark Brewing Company              Helena
## 174                 Oskar Blues Brewery            Longmont
## 660             Madtree Brewing Company          Cincinnati
## 741                Goodlife Brewing Co.                Bend
## 792            Wiseacre Brewing Company             Memphis
## 269             Hawai'i Nui Brewing Co.                Hilo
## 534         Piney River Brewing Company             Bucryus
## 691              Hopworks Urban Brewery            Portland
## 207        Great Divide Brewing Company              Denver
## 894               Aslan Brewing Company          Bellingham
## 942               Stevens Point Brewery       Stevens Point
## 830            Real Ale Brewing Company              Blanco
## 384                 Three Pints Brewing        Martinsville
## 515                   Bent Brewstillery           Roseville
## 221        Great Divide Brewing Company              Denver
## 272                Maui Brewing Company             Lahaina
## 785               COAST Brewing Company          Charleston
## 474                      Brewery Vivant        Grand Rapids
## 831                    Austin Beerworks              Austin
## 133            Renegade Brewing Company              Denver
## 747             Caldera Brewing Company             Ashland
## 751        Spring House Brewing Company           Conestoga
## 487                      Brewery Vivant        Grand Rapids
## 810            Real Ale Brewing Company              Blanco
## 204                 Oskar Blues Brewery            Longmont
## 835                    Austin Beerworks              Austin
## 126              Mavericks Beer Company       Half Moon Bay
## 685              Hopworks Urban Brewery            Portland
## 154                  Pug Ryan's Brewery              Dillon
## 458            Shipyard Brewing Company            Portland
## 148                 Oskar Blues Brewery            Longmont
## 16        Sleeping Lady Brewing Company           Anchorage
## 59               21st Amendment Brewery       San Francisco
## 267                Maui Brewing Company             Lahaina
## 278                  Mehana Brewing Co.                Hilo
## 290                 Great River Brewery           Davenport
## 632                 Sixpoint Craft Ales            Brooklyn
## 250           Big Storm Brewing Company              Odessa
## 258                     Orpheus Brewing             Atlanta
## 391        High Noon Saloon And Brewery         Leavenworth
## 844       Southern Star Brewing Company              Conroe
## 542                    Mother's Brewing         Springfield
## 248                    Brew Bus Brewing               Tampa
## 597             Catawba Brewing Company           Morganton
## 644                 Sixpoint Craft Ales            Brooklyn
## 684             Astoria Brewing Company             Astoria
## 486                      Brewery Vivant        Grand Rapids
## 882          Fiddlehead Brewing Company           Shelburne
## 151             Sanitas Brewing Company             Boulder
## 417            Tin Roof Brewing Company         Baton Rouge
## 62            Headlands Brewing Company         Mill Valley
## 399           Tallgrass Brewing Company           Manhattan
## 572                 Bitter Root Brewing            Hamilton
## 459        Peak Organic Brewing Company            Portland
## 587        Mother Earth Brewing Company             Kinston
## 100             Ruhstaller Beer Company          Sacramento
## 569     Lewis and Clark Brewing Company              Helena
## 541         Piney River Brewing Company             Bucryus
## 78                    Modern Times Beer           San Diego
## 48        Sierra Nevada Brewing Company               Chico
## 73        Ballast Point Brewing Company           San Diego
## 202             Upslope Brewing Company             Boulder
## 246                   Bold City Brewery        Jacksonville
## 364            Sun King Brewing Company        Indianapolis
## 374               Four Fathers Brewing           Valparaiso
## 907              7 Seas Brewing Company          Gig Harbor
## 351                    Burn 'Em Brewing       Michigan City
## 867        Hardywood Park Craft Brewery            Richmond
## 277             Hawai'i Nui Brewing Co.                Hilo
## 240                    Brew Bus Brewing               Tampa
## 768              Lavery Brewing Company                Erie
## 390           Tallgrass Brewing Company           Manhattan
## 531         Piney River Brewing Company             Bucryus
## 836          Deep Ellum Brewing Company              Dallas
## 110     Anderson Valley Brewing Company           Boonville
## 627             Upstate Brewing Company              Elmira
## 784           Westbrook Brewing Company        Mt. Pleasant
## 363                 18th Street Brewery                Gary
## 172                 Oskar Blues Brewery            Longmont
## 424                 Northampton Brewery         Northamtpon
## 506               Surly Brewing Company     Brooklyn Center
## 97        Sierra Nevada Brewing Company               Chico
## 42     Firestone Walker Brewing Company         Paso Robles
## 80                    Modern Times Beer           San Diego
## 120                   Modern Times Beer           San Diego
## 746                   Deschutes Brewery                Bend
## 774     Coastal Extreme Brewing Company             Newport
## 499               Surly Brewing Company     Brooklyn Center
## 85          Santa Cruz Mountain Brewing          Santa Cruz
## 184         New Belgium Brewing Company        Fort Collins
## 493     Rochester Mills Brewing Company           Rochester
## 111          The Dudes' Brewing Company            Torrance
## 141             Bonfire Brewing Company               Eagle
## 502              Third Street Brewhouse         Cold Spring
## 478                      Brewery Vivant        Grand Rapids
## 890                       The Alchemist           Waterbury
## 637              Dundee Brewing Company           Rochester
## 788           Crow Peak Brewing Company           Spearfish
## 758                  Round Guys Brewing            Lansdale
## 646                  KelSo Beer Company            Brooklyn
## 276                  Mehana Brewing Co.                Hilo
## 878        Hardywood Park Craft Brewery            Richmond
## 501               Surly Brewing Company     Brooklyn Center
## 552          Lucky Town Brewing Company             Jackson
## 132            Dry Dock Brewing Company              Aurora
## 672             Madtree Brewing Company          Cincinnati
## 545            Schlafly Brewing Company         Saint Louis
## 406           Against the Grain Brewery          Louisville
## 847       Southern Star Brewing Company              Conroe
## 129             Upslope Brewing Company             Boulder
## 667         Seventh Son Brewing Company            Columbus
## 225           Two Roads Brewing Company           Stratford
## 793           Big River Brewing Company         Chattanooga
## 651                    Brooklyn Brewery            Brooklyn
## 410           Against the Grain Brewery          Louisville
## 921           Two Beers Brewing Company             Seattle
## 937               Stevens Point Brewery       Stevens Point
## 526              Third Street Brewhouse         Cold Spring
## 919                     Hilliard's Beer             Seattle
## 951     The Black Tooth Brewing Company            Sheridan
## 786           New South Brewing Company        Myrtle Beach
## 7                Denali Brewing Company           Talkeetna
## 613                Bolero Snort Brewery     Ridgefield Park
## 152                 Oskar Blues Brewery            Longmont
## 808            Freetail Brewing Company         San Antonio
## 261                  Macon Beer Company               Macon
## 754             Sly Fox Brewing Company        Phoenixville
## 908                     Redhook Brewery         Woodinville
## 956         Snake River Brewing Company             Jackson
## 791            Wiseacre Brewing Company             Memphis
## 553          Lucky Town Brewing Company             Jackson
## 708           Good Life Brewing Company                Bend
## 45                      Mission Brewery           San Diego
## 661                  Fat Head's Brewery  Middleburg Heights
## 234               Miami Brewing Company               Miami
## 614                      Marble Brewery         Albuquerque
## 915           Two Beers Brewing Company             Seattle
## 880          Wolf Hills Brewing Company            Abingdon
## 668           Rivertown Brewing Company            Lockland
## 488        Griffin Claw Brewing Company          Birmingham
## 2          Midnight Sun Brewing Company           Anchorage
## 806        Martin House Brewing Company          Fort Worth
## 514                   Bauhaus Brew Labs         Minneapolis
## 422                       Cisco Brewers           Nantucket
## 726                    Oakshire Brewing              Eugene
## 573     Lewis and Clark Brewing Company              Helena
## 210                  Big Choice Brewing          Broomfield
## 373             Warbird Brewing Company          Fort Wayne
## 645                Matt Brewing Company               Utica
## 509                    Big Wood Brewery     Vadnais Heights
## 443           Wachusett Brewing Company         Westminster
## 855            Utah Brewers Cooperative      Salt Lake City
## 561             Bozeman Brewing Company             Bozeman
## 18          Good People Brewing Company          Birmingham
## 195            Crabtree Brewing Company             Greeley
## 189           Lone Tree Brewing Company           Lone Tree
## 57            Manzanita Brewing Company              Santee
## 932                  Hinterland Brewery           Green Bay
## 346            Sun King Brewing Company        Indianapolis
## 837         Rahr & Sons Brewing Company          Fort Worth
## 361                    Burn 'Em Brewing       Michigan City
## 33               SanTan Brewing Company            Chandler
## 104              Anchor Brewing Company       San Francisco
## 605            Nebraska Brewing Company           Papillion
## 468                  Blackrocks Brewery           Marquette
## 94            Manzanita Brewing Company              Santee
## 70              Ruhstaller Beer Company          Sacramento
## 906                     Redhook Brewery         Woodinville
## 327                     Destihl Brewery         Bloomington
## 367                 18th Street Brewery                Gary
## 537              Weston Brewing Company              Weston
## 340             Cutters Brewing Company                Avon
## 902           Two Beers Brewing Company             Seattle
## 136             Bonfire Brewing Company               Eagle
## 155        Great Divide Brewing Company              Denver
## 179      Crazy Mountain Brewing Company             Edwards
## 588                    Carolina Brewery           Pittsboro
## 163               Avery Brewing Company             Boulder
## 892                 Lost Nation Brewing      East Fairfield
## 208             Wynkoop Brewing Company              Denver
## 460      Marshall Wharf Brewing Company             Belfast
## 659         Seventh Son Brewing Company            Columbus
## 901                     Hilliard's Beer             Seattle
## 180                 Oskar Blues Brewery            Longmont
## 874                  Starr Hill Brewery              Crozet
## 476                      Brewery Vivant        Grand Rapids
## 536             4 Hands Brewing Company         Saint Louis
## 599               Fargo Brewing Company               Fargo
## 84                    Modern Times Beer           San Diego
## 495             The Right Brain Brewery       Traverse City
## 839            Infamous Brewing Company              Austin
## 743             Caldera Brewing Company             Ashland
## 929           Milwaukee Brewing Company           Milwaukee
## 634                 Sixpoint Craft Ales            Brooklyn
## 15               Denali Brewing Company           Talkeetna
## 43                        TailGate Beer           San Diego
## 330          Wild Onion Brewing Company     Lake Barrington
## 314           Pipeworks Brewing Company             Chicago
## 283                 Great River Brewery           Davenport
## 803                  Texian Brewing Co.            Richmond
## 925                     Capital Brewery           Middleton
## 811       Southern Star Brewing Company              Conroe
## 47            Mother Earth Brew Company               Vista
## 293                 Great River Brewery           Davenport
## 560        Kettle House Brewing Company            Missoula
## 712              Hopworks Urban Brewery            Portland
## 819        Martin House Brewing Company          Fort Worth
## 872         Sunken City Brewing Company               Hardy
## 321                     Destihl Brewery         Bloomington
## 378              Upland Brewing Company         Bloomington
## 778     Coastal Extreme Brewing Company             Newport
## 790           Jackalope Brewing Company           Nashville
## 710                 Fort George Brewery             Astoria
## 392        High Noon Saloon And Brewery         Leavenworth
## 740                    Oakshire Brewing              Eugene
## 946   Greenbrier Valley Brewing Company           Lewisburg
## 222                 Oskar Blues Brewery            Longmont
## 470                      Brewery Vivant        Grand Rapids
## 485                      Brewery Vivant        Grand Rapids
## 698              Hopworks Urban Brewery            Portland
## 79                  Golden Road Brewing         Los Angeles
## 362            Sun King Brewing Company        Indianapolis
## 37                    Seabright Brewery          Santa Cruz
## 505              Indeed Brewing Company         Minneapolis
## 604          Blue Blood Brewing Company             Lincoln
## 520         Bent Paddle Brewing Company              Duluth
## 826       Southern Star Brewing Company              Conroe
## 343            Sun King Brewing Company        Indianapolis
## 598             Catawba Brewing Company           Morganton
## 1           King Street Brewing Company           Anchorage
## 886          Long Trail Brewing Company Bridgewater Corners
## 270                Maui Brewing Company             Lahaina
## 670         Warped Wing Brewing Company              Dayton
## 34           Lumberyard Brewing Company           Flagstaff
## 145       Pateros Creek Brewing Company        Fort Collins
## 581              Howard Brewing Company              Lenoir
## 825        Martin House Brewing Company          Fort Worth
## 469                    Big Lake Brewing             Holland
## 12         Broken Tooth Brewing Company           Anchorage
## 891                       The Alchemist           Waterbury
## 850               Uinta Brewing Company      Salt Lake City
## 393           Tallgrass Brewing Company           Manhattan
## 752             Sly Fox Brewing Company           Pottstown
## 103           Mike Hess Brewing Company           San Diego
## 87                        TailGate Beer           San Diego
## 186               Aspen Brewing Company               Aspen
## 147                 Oskar Blues Brewery            Longmont
## 282             Okoboji Brewing Company         Spirit Lake
## 770          Rivertowne Brewing Company              Export
## 798         Oasis Texas Brewing Company              Austin
## 370            Sun King Brewing Company        Indianapolis
## 467              Perrin Brewing Company       Comstock Park
## 579 Oskar Blues Brewery (North Carol...             Brevard
## 235          Cigar City Brewing Company               Tampa
## 264         Coastal Empire Beer Company            Savannah
## 291                 Great River Brewery           Davenport
## 255          Cigar City Brewing Company               Tampa
## 638                 Sixpoint Craft Ales            Brooklyn
## 763            Manayunk Brewing Company        Philadelphia
## 416               Abita Brewing Company       Abita Springs
## 268             Hawai'i Nui Brewing Co.                Hilo
## 861    Devil's Backbone Brewing Company           Lexington
## 431           Wachusett Brewing Company         Westminster
## 683                      COOP Ale Works       Oklahoma City
## 113                    Uncommon Brewers          Santa Cruz
## 243                 3 Daughters Brewing       St Petersburg
## 356              Great Crescent Brewery              Aurora
## 876                Flying Mouse Brewery          Troutville
## 729                      Natian Brewery            Portland
## 354           450 North Brewing Company            Columbus
## 32               SanTan Brewing Company            Chandler
## 183             Upslope Brewing Company             Boulder
## 759              Boxcar Brewing Company        West Chester
## 580              Pisgah Brewing Company      Black Mountain
## 49                    David's Ale Works     Diamond Springs
## 381            Sun King Brewing Company        Indianapolis
## 630                 Sixpoint Craft Ales            Brooklyn
## 567             Big Sky Brewing Company            Missoula
## 171                 Oskar Blues Brewery            Longmont
## 776   Grey Sail Brewing of Rhode Island            Westerly
## 159                 Ska Brewing Company             Durango
## 858          Smartmouth Brewing Company             Norfolk
## 816                 Cedar Creek Brewery        Seven Points
## 612              Carton Brewing Company  Atlantic Highlands
## 107     Anderson Valley Brewing Company           Boonville
## 342                    Burn 'Em Brewing       Michigan City
## 624        Joseph James Brewing Company           Henderson
## 450                 Union Craft Brewing           Baltimore
## 650                    Brooklyn Brewery            Brooklyn
## 473         Latitude 42 Brewing Company             Portage
## 490                      Brewery Vivant        Grand Rapids
## 402 Alltech's Lexington Brewing Company           Lexington
## 298        Slanted Rock Brewing Company            Meridian
## 870               Blue Mountain Brewery               Afton
## 590                NoDa Brewing Company           Charlotte
## 401           Tallgrass Brewing Company           Manhattan
## 299             Sockeye Brewing Company               Boise
## 718        MacTarnahans Brewing Company            Portland
## 192             Wynkoop Brewing Company              Denver
## 705              Hopworks Urban Brewery            Portland
## 767           Old Forge Brewing Company            Danville
## 492         Witch's Hat Brewing Company          South Lyon
## 840                Hops & Grain Brewery              Austin
## 863 Center of the Universe Brewing C...             Ashland
## 895             Fremont Brewing Company             Seattle
## 254                 Intuition Ale Works        Jacksonville
## 173         New Belgium Brewing Company        Fort Collins
## 731          Hop Valley Brewing Company         Springfield
## 846        Independence Brewing Company              Austin
## 40               21st Amendment Brewery       San Francisco
## 253               Miami Brewing Company               Miami
## 457           Jailbreak Brewing Company              Laurel
## 182             Bonfire Brewing Company               Eagle
## 628                 Sixpoint Craft Ales            Brooklyn
## 804        Four Corners Brewing Company              Dallas
## 739          Hop Valley Brewing Company         Springfield
## 781           Grey Sail Brewing Company            Westerly
##                    State Ale_Style
## 69            California       Ale
## 941            Wisconsin       Ale
## 940            Wisconsin       Ale
## 198             Colorado       Ale
## 452             Maryland       Ale
## 524            Minnesota       IPA
## 898           Washington       Ale
## 818                Texas       Ale
## 497             Michigan       IPA
## 755         Pennsylvania       IPA
## 479             Michigan       Ale
## 307             Illinois       Ale
## 326             Illinois       Ale
## 570              Montana       IPA
## 334             Illinois       IPA
## 185             Colorado       Ale
## 435        Massachusetts       Ale
## 582       North Carolina       Ale
## 609           New Jersey       IPA
## 153             Colorado       IPA
## 168             Colorado       IPA
## 308             Illinois       Ale
## 177             Colorado       Ale
## 652             New York       IPA
## 528            Minnesota       Ale
## 838                Texas       Ale
## 568              Montana       Ale
## 796                Texas       IPA
## 332             Illinois       IPA
## 517            Minnesota       Ale
## 260              Georgia       Ale
## 692               Oregon       IPA
## 766         Pennsylvania       IPA
## 232              Florida       Ale
## 889              Vermont       Ale
## 296                Idaho       Ale
## 783         Rhode Island       Ale
## 716               Oregon       Ale
## 98            California       Ale
## 118           California       Ale
## 138             Colorado       Ale
## 389              Indiana       Ale
## 608        New Hampshire       Ale
## 320             Illinois       IPA
## 737               Oregon       Ale
## 101           California       IPA
## 734               Oregon       Ale
## 480             Michigan       Ale
## 538             Missouri       IPA
## 400               Kansas       Ale
## 158             Colorado       Ale
## 885              Vermont       IPA
## 41            California       Ale
## 533             Missouri       Ale
## 551          Mississippi       Ale
## 294                 Iowa       Ale
## 462                Maine       Ale
## 618           New Mexico       Ale
## 887              Vermont       IPA
## 242              Florida       Ale
## 709               Oregon       IPA
## 935            Wisconsin       Ale
## 190             Colorado       Ale
## 775         Rhode Island       Ale
## 36               Arizona       IPA
## 504            Minnesota       IPA
## 677             Oklahoma       Ale
## 647             New York       Ale
## 215             Colorado       Ale
## 753         Pennsylvania       Ale
## 671                 Ohio       Ale
## 166             Colorado       Ale
## 365              Indiana       Ale
## 135             Colorado       Ale
## 865             Virginia       Ale
## 540             Missouri       IPA
## 19               Alabama       IPA
## 65            California       IPA
## 843                Texas       Ale
## 105           California       IPA
## 239              Florida       IPA
## 238              Florida       Ale
## 306                Idaho       Ale
## 699               Oregon       Ale
## 318             Illinois       Ale
## 800                Texas       Ale
## 263              Georgia       IPA
## 117           California       Ale
## 404             Kentucky       Ale
## 425        Massachusetts       IPA
## 653             New York       Ale
## 527            Minnesota       IPA
## 388              Indiana       IPA
## 226          Connecticut       Ale
## 952              Wyoming       Ale
## 954              Wyoming       IPA
## 834                Texas       Ale
## 125           California       Ale
## 883              Vermont       Ale
## 733               Oregon       Ale
## 58            California       IPA
## 681             Oklahoma       Ale
## 259              Georgia       Ale
## 359              Indiana       Ale
## 728               Oregon       Ale
## 109           California       IPA
## 441        Massachusetts       Ale
## 160             Colorado       IPA
## 797                Texas       Ale
## 943            Wisconsin       Ale
## 29               Arizona       IPA
## 489             Michigan       IPA
## 14                Alaska       IPA
## 665                 Ohio       Ale
## 620           New Mexico       IPA
## 169             Colorado       Ale
## 144             Colorado       Ale
## 664                 Ohio       IPA
## 130             Colorado       Ale
## 868             Virginia       IPA
## 419            Louisiana       Ale
## 355              Indiana       Ale
## 662                 Ohio       Ale
## 350              Indiana       Ale
## 482             Michigan       Ale
## 812                Texas       Ale
## 725               Oregon       Ale
## 494             Michigan       Ale
## 546             Missouri       Ale
## 227 District of Columbia       Ale
## 77            California       IPA
## 428        Massachusetts       IPA
## 341              Indiana       IPA
## 295                Idaho       IPA
## 583       North Carolina       Ale
## 549          Mississippi       Ale
## 477             Michigan       Ale
## 711               Oregon       Ale
## 131             Colorado       Ale
## 601         North Dakota       IPA
## 24              Arkansas       Ale
## 910           Washington       Ale
## 704               Oregon       Ale
## 414            Louisiana       Ale
## 589       North Carolina       IPA
## 310             Illinois       IPA
## 387              Indiana       Ale
## 353              Indiana       Ale
## 256              Florida       IPA
## 947              Wyoming       Ale
## 748               Oregon       Ale
## 442        Massachusetts       Ale
## 241              Florida       IPA
## 866             Virginia       Ale
## 407             Kentucky       Ale
## 292                 Iowa       Ale
## 297                Idaho       Ale
## 405             Kentucky       Ale
## 761         Pennsylvania       IPA
## 455             Maryland       Ale
## 703               Oregon       Ale
## 252              Florida       Ale
## 323             Illinois       Ale
## 931            Wisconsin       Ale
## 35               Arizona       Ale
## 368              Indiana       Ale
## 706               Oregon       IPA
## 315             Illinois       Ale
## 617           New Mexico       Ale
## 115           California       IPA
## 167             Colorado       IPA
## 61            California       Ale
## 345              Indiana       Ale
## 779         Rhode Island       Ale
## 456             Maryland       Ale
## 309             Illinois       Ale
## 884              Vermont       IPA
## 578       North Carolina       IPA
## 916           Washington       IPA
## 852                 Utah       IPA
## 106           California       Ale
## 498            Minnesota       IPA
## 777         Rhode Island       Ale
## 200             Colorado       IPA
## 81            California       IPA
## 575              Montana       Ale
## 727               Oregon       IPA
## 64            California       IPA
## 700               Oregon       Ale
## 124           California       IPA
## 903           Washington       Ale
## 736               Oregon       Ale
## 224          Connecticut       IPA
## 864             Virginia       Ale
## 771         Pennsylvania       IPA
## 93            California       Ale
## 900           Washington       Ale
## 510            Minnesota       Ale
## 802                Texas       Ale
## 508            Minnesota       Ale
## 68            California       Ale
## 214             Colorado       IPA
## 175             Colorado       IPA
## 99            California       Ale
## 66            California       Ale
## 223          Connecticut       IPA
## 426        Massachusetts       IPA
## 500            Minnesota       Ale
## 156             Colorado       Ale
## 251              Florida       Ale
## 220             Colorado       Ale
## 958              Wyoming       Ale
## 17                Alaska       IPA
## 116           California       IPA
## 933            Wisconsin       Ale
## 513            Minnesota       IPA
## 39            California       Ale
## 782         Rhode Island       Ale
## 451             Maryland       IPA
## 266              Georgia       Ale
## 828                Texas       IPA
## 717               Oregon       Ale
## 760         Pennsylvania       Ale
## 912           Washington       Ale
## 724               Oregon       IPA
## 146             Colorado       Ale
## 149             Colorado       Ale
## 922           Washington       Ale
## 228 District of Columbia       IPA
## 274               Hawaii       Ale
## 27               Arizona       Ale
## 463                Maine       Ale
## 46            California       IPA
## 702               Oregon       Ale
## 720               Oregon       Ale
## 231              Florida       Ale
## 829                Texas       Ale
## 833                Texas       IPA
## 591       North Carolina       IPA
## 827                Texas       IPA
## 360              Indiana       Ale
## 230             Delaware       Ale
## 616           New Mexico       Ale
## 311             Illinois       Ale
## 466             Michigan       Ale
## 695               Oregon       IPA
## 21               Alabama       Ale
## 787       South Carolina       Ale
## 471             Michigan       IPA
## 475             Michigan       Ale
## 71            California       Ale
## 730               Oregon       Ale
## 4                 Alaska       Ale
## 331             Illinois       Ale
## 338              Indiana       IPA
## 697               Oregon       Ale
## 30               Arizona       IPA
## 303                Idaho       IPA
## 832                Texas       IPA
## 772         Pennsylvania       IPA
## 395               Kansas       Ale
## 585       North Carolina       Ale
## 199             Colorado       Ale
## 352              Indiana       IPA
## 22               Alabama       Ale
## 55            California       IPA
## 5                 Alaska       Ale
## 715               Oregon       IPA
## 511            Minnesota       Ale
## 920           Washington       Ale
## 284                 Iowa       Ale
## 76            California       Ale
## 813                Texas       Ale
## 682             Oklahoma       IPA
## 642             New York       Ale
## 448        Massachusetts       Ale
## 383              Indiana       IPA
## 157             Colorado       Ale
## 679             Oklahoma       Ale
## 6                 Alaska       IPA
## 375              Indiana       Ale
## 385              Indiana       IPA
## 518            Minnesota       IPA
## 550          Mississippi       Ale
## 871             Virginia       IPA
## 9                 Alaska       Ale
## 643             New York       IPA
## 595       North Carolina       Ale
## 529            Minnesota       IPA
## 742               Oregon       Ale
## 88            California       IPA
## 134             Colorado       IPA
## 636             New York       Ale
## 928            Wisconsin       Ale
## 434        Massachusetts       Ale
## 557          Mississippi       IPA
## 281                 Iowa       Ale
## 621               Nevada       IPA
## 896           Washington       Ale
## 794                Texas       IPA
## 304                Idaho       IPA
## 123           California       Ale
## 849                 Utah       IPA
## 53            California       IPA
## 95            California       IPA
## 945        West Virginia       Ale
## 265              Georgia       Ale
## 756         Pennsylvania       IPA
## 897           Washington       IPA
## 723               Oregon       IPA
## 769         Pennsylvania       IPA
## 176             Colorado       Ale
## 957              Wyoming       Ale
## 236              Florida       Ale
## 543             Missouri       IPA
## 686               Oregon       Ale
## 423        Massachusetts       Ale
## 596       North Carolina       Ale
## 635             New York       Ale
## 522            Minnesota       IPA
## 8                 Alaska       Ale
## 738               Oregon       IPA
## 446        Massachusetts       IPA
## 535             Missouri       Ale
## 877             Virginia       IPA
## 807                Texas       Ale
## 899           Washington       IPA
## 63            California       Ale
## 412            Louisiana       IPA
## 913           Washington       IPA
## 13                Alaska       Ale
## 275               Hawaii       Ale
## 376              Indiana       Ale
## 955              Wyoming       Ale
## 317             Illinois       IPA
## 799                Texas       Ale
## 325             Illinois       Ale
## 523            Minnesota       IPA
## 600         North Dakota       Ale
## 875             Virginia       Ale
## 337              Indiana       Ale
## 676             Oklahoma       Ale
## 188             Colorado       IPA
## 127           California       Ale
## 566              Montana       IPA
## 429        Massachusetts       IPA
## 623               Nevada       IPA
## 302                Idaho       IPA
## 23               Alabama       Ale
## 273               Hawaii       Ale
## 574              Montana       IPA
## 72            California       IPA
## 559              Montana       Ale
## 28               Arizona       IPA
## 680             Oklahoma       Ale
## 91            California       IPA
## 558              Montana       Ale
## 174             Colorado       Ale
## 660                 Ohio       Ale
## 741               Oregon       Ale
## 792            Tennessee       Ale
## 269               Hawaii       Ale
## 534             Missouri       Ale
## 691               Oregon       Ale
## 207             Colorado       Ale
## 894           Washington       IPA
## 942            Wisconsin       Ale
## 830                Texas       Ale
## 384              Indiana       Ale
## 515            Minnesota       Ale
## 221             Colorado       Ale
## 272               Hawaii       Ale
## 785       South Carolina       Ale
## 474             Michigan       Ale
## 831                Texas       Ale
## 133             Colorado       Ale
## 747               Oregon       IPA
## 751         Pennsylvania       Ale
## 487             Michigan       IPA
## 810                Texas       Ale
## 204             Colorado       IPA
## 835                Texas       Ale
## 126           California       Ale
## 685               Oregon       IPA
## 154             Colorado       Ale
## 458                Maine       Ale
## 148             Colorado       Ale
## 16                Alaska       Ale
## 59            California       Ale
## 267               Hawaii       Ale
## 278               Hawaii       Ale
## 290                 Iowa       IPA
## 632             New York       Ale
## 250              Florida       IPA
## 258              Georgia       Ale
## 391               Kansas       Ale
## 844                Texas       IPA
## 542             Missouri       IPA
## 248              Florida       IPA
## 597       North Carolina       IPA
## 644             New York       Ale
## 684               Oregon       IPA
## 486             Michigan       Ale
## 882              Vermont       IPA
## 151             Colorado       Ale
## 417            Louisiana       Ale
## 62            California       IPA
## 399               Kansas       Ale
## 572              Montana       Ale
## 459                Maine       Ale
## 587       North Carolina       Ale
## 100           California       Ale
## 569              Montana       IPA
## 541             Missouri       Ale
## 78            California       Ale
## 48            California       IPA
## 73            California       IPA
## 202             Colorado       IPA
## 246              Florida       Ale
## 364              Indiana       Ale
## 374              Indiana       IPA
## 907           Washington       Ale
## 351              Indiana       IPA
## 867             Virginia       IPA
## 277               Hawaii       Ale
## 240              Florida       Ale
## 768         Pennsylvania       IPA
## 390               Kansas       Ale
## 531             Missouri       Ale
## 836                Texas       Ale
## 110           California       Ale
## 627             New York       IPA
## 784       South Carolina       IPA
## 363              Indiana       Ale
## 172             Colorado       Ale
## 424        Massachusetts       IPA
## 506            Minnesota       Ale
## 97            California       Ale
## 42            California       IPA
## 80            California       Ale
## 120           California       Ale
## 746               Oregon       Ale
## 774         Rhode Island       Ale
## 499            Minnesota       Ale
## 85            California       Ale
## 184             Colorado       IPA
## 493             Michigan       IPA
## 111           California       Ale
## 141             Colorado       Ale
## 502            Minnesota       Ale
## 478             Michigan       Ale
## 890              Vermont       IPA
## 637             New York       Ale
## 788         South Dakota       IPA
## 758         Pennsylvania       Ale
## 646             New York       IPA
## 276               Hawaii       Ale
## 878             Virginia       Ale
## 501            Minnesota       IPA
## 552          Mississippi       Ale
## 132             Colorado       IPA
## 672                 Ohio       Ale
## 545             Missouri       Ale
## 406             Kentucky       Ale
## 847                Texas       Ale
## 129             Colorado       Ale
## 667                 Ohio       Ale
## 225          Connecticut       IPA
## 793            Tennessee       IPA
## 651             New York       IPA
## 410             Kentucky       IPA
## 921           Washington       Ale
## 937            Wisconsin       Ale
## 526            Minnesota       Ale
## 919           Washington       Ale
## 951              Wyoming       Ale
## 786       South Carolina       Ale
## 7                 Alaska       IPA
## 613           New Jersey       IPA
## 152             Colorado       Ale
## 808                Texas       Ale
## 261              Georgia       Ale
## 754         Pennsylvania       IPA
## 908           Washington       IPA
## 956              Wyoming       Ale
## 791            Tennessee       IPA
## 553          Mississippi       Ale
## 708               Oregon       IPA
## 45            California       Ale
## 661                 Ohio       IPA
## 234              Florida       IPA
## 614           New Mexico       IPA
## 915           Washington       IPA
## 880             Virginia       IPA
## 668                 Ohio       Ale
## 488             Michigan       IPA
## 2                 Alaska       IPA
## 806                Texas       Ale
## 514            Minnesota       IPA
## 422        Massachusetts       Ale
## 726               Oregon       Ale
## 573              Montana       Ale
## 210             Colorado       IPA
## 373              Indiana       Ale
## 645             New York       Ale
## 509            Minnesota       Ale
## 443        Massachusetts       IPA
## 855                 Utah       IPA
## 561              Montana       IPA
## 18               Alabama       IPA
## 195             Colorado       Ale
## 189             Colorado       Ale
## 57            California       IPA
## 932            Wisconsin       IPA
## 346              Indiana       IPA
## 837                Texas       Ale
## 361              Indiana       Ale
## 33               Arizona       Ale
## 104           California       IPA
## 605             Nebraska       Ale
## 468             Michigan       Ale
## 94            California       Ale
## 70            California       Ale
## 906           Washington       IPA
## 327             Illinois       Ale
## 367              Indiana       IPA
## 537             Missouri       IPA
## 340              Indiana       Ale
## 902           Washington       IPA
## 136             Colorado       IPA
## 155             Colorado       Ale
## 179             Colorado       Ale
## 588       North Carolina       IPA
## 163             Colorado       Ale
## 892              Vermont       IPA
## 208             Colorado       Ale
## 460                Maine       IPA
## 659                 Ohio       Ale
## 901           Washington       Ale
## 180             Colorado       IPA
## 874             Virginia       IPA
## 476             Michigan       Ale
## 536             Missouri       Ale
## 599         North Dakota       Ale
## 84            California       Ale
## 495             Michigan       Ale
## 839                Texas       IPA
## 743               Oregon       Ale
## 929            Wisconsin       Ale
## 634             New York       IPA
## 15                Alaska       Ale
## 43            California       IPA
## 330             Illinois       Ale
## 314             Illinois       Ale
## 283                 Iowa       Ale
## 803                Texas       IPA
## 925            Wisconsin       IPA
## 811                Texas       Ale
## 47            California       Ale
## 293                 Iowa       Ale
## 560              Montana       IPA
## 712               Oregon       Ale
## 819                Texas       IPA
## 872             Virginia       IPA
## 321             Illinois       IPA
## 378              Indiana       IPA
## 778         Rhode Island       IPA
## 790            Tennessee       Ale
## 710               Oregon       IPA
## 392               Kansas       Ale
## 740               Oregon       IPA
## 946        West Virginia       Ale
## 222             Colorado       Ale
## 470             Michigan       Ale
## 485             Michigan       IPA
## 698               Oregon       Ale
## 79            California       IPA
## 362              Indiana       Ale
## 37            California       IPA
## 505            Minnesota       Ale
## 604             Nebraska       Ale
## 520            Minnesota       Ale
## 826                Texas       IPA
## 343              Indiana       IPA
## 598       North Carolina       Ale
## 1                 Alaska       Ale
## 886              Vermont       Ale
## 270               Hawaii       Ale
## 670                 Ohio       Ale
## 34               Arizona       Ale
## 145             Colorado       Ale
## 581       North Carolina       Ale
## 825                Texas       Ale
## 469             Michigan       IPA
## 12                Alaska       Ale
## 891              Vermont       IPA
## 850                 Utah       Ale
## 393               Kansas       Ale
## 752         Pennsylvania       IPA
## 103           California       IPA
## 87            California       IPA
## 186             Colorado       IPA
## 147             Colorado       IPA
## 282                 Iowa       Ale
## 770         Pennsylvania       IPA
## 798                Texas       Ale
## 370              Indiana       Ale
## 467             Michigan       IPA
## 579       North Carolina       IPA
## 235              Florida       IPA
## 264              Georgia       Ale
## 291                 Iowa       Ale
## 255              Florida       IPA
## 638             New York       Ale
## 763         Pennsylvania       IPA
## 416            Louisiana       IPA
## 268               Hawaii       Ale
## 861             Virginia       Ale
## 431        Massachusetts       IPA
## 683             Oklahoma       IPA
## 113           California       Ale
## 243              Florida       Ale
## 356              Indiana       IPA
## 876             Virginia       IPA
## 729               Oregon       Ale
## 354              Indiana       Ale
## 32               Arizona       Ale
## 183             Colorado       Ale
## 759         Pennsylvania       Ale
## 580       North Carolina       Ale
## 49            California       Ale
## 381              Indiana       Ale
## 630             New York       Ale
## 567              Montana       Ale
## 171             Colorado       Ale
## 776         Rhode Island       Ale
## 159             Colorado       IPA
## 858             Virginia       Ale
## 816                Texas       IPA
## 612           New Jersey       Ale
## 107           California       Ale
## 342              Indiana       Ale
## 624               Nevada       Ale
## 450             Maryland       IPA
## 650             New York       Ale
## 473             Michigan       IPA
## 490             Michigan       Ale
## 402             Kentucky       IPA
## 298                Idaho       Ale
## 870             Virginia       Ale
## 590       North Carolina       Ale
## 401               Kansas       Ale
## 299                Idaho       IPA
## 718               Oregon       Ale
## 192             Colorado       Ale
## 705               Oregon       Ale
## 767         Pennsylvania       Ale
## 492             Michigan       IPA
## 840                Texas       Ale
## 863             Virginia       Ale
## 895           Washington       Ale
## 254              Florida       IPA
## 173             Colorado       Ale
## 731               Oregon       IPA
## 846                Texas       Ale
## 40            California       IPA
## 253              Florida       Ale
## 457             Maryland       IPA
## 182             Colorado       Ale
## 628             New York       Ale
## 804                Texas       Ale
## 739               Oregon       Ale
## 781         Rhode Island       IPA
testing_set <- knn_clean_data[-beersample_indices, ]
testing_set
##     Abbr                                        Beer_Name Beer_ID   ABV IBU
## 3     AK                                 Kodiak Brown Ale     586 0.050  64
## 10    AK                                Single Engine Red     929 0.058  36
## 11    AK                                  Sockeye Red IPA     434 0.057  24
## 20    AL                                  Good People IPA     309 0.060  36
## 25    AZ                                      Devil’s Ale     850 0.055  60
## 26    AZ                             Barrio Tucson Blonde    1343 0.045  47
## 31    AZ                      Count Hopula (Vault Series)    2063 0.091  20
## 38    CA                               Hill 88 Double IPA    1893 0.088 115
## 44    CA                              1881 California Red    1479 0.056  92
## 50    CA                                          Grazias    2663 0.063  85
## 51    CA                      Monkey Paw Oatmeal Pale Ale     717 0.058  80
## 52    CA                            Saint Archer Pale Ale    1865 0.052  77
## 54    CA                                      Sculpin IPA    1018 0.070  75
## 56    CA                             Wolf Among Weeds IPA    1698 0.080  75
## 60    CA                                     TailGate IPA     663 0.050  70
## 67    CA                           Boont Amber Ale (2010)     811 0.058  65
## 74    CA                                      Casinos IPA    1362 0.070  45
## 75    CA                                     Double Trunk    1561 0.099  45
## 82    CA                                         Lomaland    1495 0.055  42
## 83    CA                              Sweet Georgia Brown     719 0.054  42
## 86    CA                                          Habitus    2664 0.080  40
## 89    CA                                  Grandma's Pecan    1562 0.069  37
## 90    CA                                   Hop Ottin' IPA    1327 0.070  35
## 92    CA                                       Giant DIPA    2002 0.089  35
## 96    CA             Summer Solstice Cerveza Crema (2009)     753 0.056  30
## 102   CA                           Shipwrecked Double IPA    1459 0.092  25
## 108   CA                                     Fall Hornin'    1563 0.060  20
## 112   CA                              Gillespie Brown Ale    1671 0.095  17
## 114   CA                               Chaotic Double IPA    1674 0.099  17
## 119   CA                          1881 California Red Ale     882 0.056  15
## 121   CA                                   Habitus (2014)    2668 0.080  15
## 122   CA                           Big Eye India Pale Ale    1400 0.070  14
## 128   CA                      California Sunshine Rye IPA     730 0.071   4
## 137   CO                             Avery India Pale Ale     107 0.063  85
## 139   CO                             This Season's Blonde     597 0.056  85
## 140   CO                                          Colette    2643 0.073  83
## 142   CO                                oSKAr the G'Rauch     992 0.085  75
## 143   CO                              Face Down Brown Ale     973 0.057  74
## 150   CO                               Sanitas Saison Ale    1392 0.058  68
## 161   CO                               Third Eye Pale Ale      90 0.065  65
## 162   CO                               Deviant Dale's IPA     565 0.080  65
## 164   CO                          Hula Hoppie Session IPA    1684 0.048  65
## 165   CO                                Upslope Brown Ale     345 0.067  65
## 170   CO                          Kilt Dropper Scotch Ale    1727 0.075  46
## 178   CO                                Elephant Rock IPA    1384 0.070  36
## 181   CO                           Hazed & Infused (2010)      81 0.049  35
## 187   CO                             Rail Yard Ale (2009)      84 0.052  35
## 191   CO                                  Hoopla Pale Ale     808 0.057  30
## 193   CO               Ferus Fluxus Wild Belgian Pale Ale    1853 0.075  28
## 194   CO                              Upslope Pumpkin Ale     906 0.077  26
## 196   CO                               Trigger Blonde Ale     716 0.048  25
## 197   CO                           Over the Rail Pale Ale     711 0.057  25
## 201   CO                             Thai Style White IPA    1932 0.065  23
## 203   CO                                         Dank IPA    1224 0.065  21
## 205   CO                                       Ranger IPA     564 0.065  20
## 206   CO                      Farmer Wirtz India Pale Ale    1549 0.070  20
## 209   CO                              Silverback Pale Ale     145 0.055  18
## 211   CO                   Upslope Belgian Style Pale Ale     683 0.075  18
## 212   CO                                 Disconnected Red    1067 0.067  17
## 213   CO                                G'KNIGHT (12 oz.)     388 0.087  17
## 216   CO                                  Hazed & Infused    1395 0.049  15
## 217   CO                               GUBNA Imperial IPA       6 0.099  15
## 218   CO                                    Rail Yard Ale     807 0.052  15
## 219   CO                                        Belgorado     928 0.067  14
## 229   DC                                      The Citizen     185 0.070  15
## 233   FL                Hopped on the High Seas (Ahtanum)    1692 0.070  35
## 237   FL                   Jai Alai IPA Aged on White Oak    1141 0.075  70
## 244   FL                           Stump Knocker Pale Ale    1240 0.056  60
## 245   FL                      Nut Sack Imperial Brown Ale    1107 0.070  55
## 247   FL                Hopped on the High Seas (Calypso)    1725 0.070  38
## 249   FL                   Wiregrass Post-Prohibition Ale    1695 0.063  35
## 257   FL                                         Big Nose    1242 0.073  10
## 262   GA                                Macon History Ale    1008 0.055  55
## 271   HI                                      Tsunami IPA    2186 0.072  30
## 279   HI                           Sobrehumano Palena'ole     690 0.060  12
## 280   IA                    Farmer John's Multi-Grain Ale     968 0.056  18
## 285   IA                               Boji Blue Pale Ale     602 0.050  30
## 286   IA                      Midwest Charm Farmhouse Ale     603 0.060  30
## 287   IA                               Barrel Aged Farmer    1574 0.070  29
## 288   IA                        Owney Irish Style Red Ale    1064 0.050  26
## 289   IA 40th Annual Bix Street Fest Copper Ale (Current)     517 0.048  25
## 300   ID                          Hopnoxious Imperial IPA    1447 0.079  90
## 301   ID                              Rusty Nail Pale Ale    1104 0.056  35
## 305   ID                         Aviator Raspberry Blonde    2293 0.049  12
## 312   IL                                      Pumpkin Ale    1618 0.045  69
## 313   IL                                    Cane and Ebel     861 0.070  55
## 316   IL                                      Phat Chance     971 0.052  43
## 319   IL                       Wet Hot American Wheat Ale    1662 0.050  36
## 322   IL                                         Over Ale     352 0.060  28
## 324   IL                      Goose Island India Pale Ale    2198 0.059  25
## 328   IL                                   A Little Crazy    1133 0.068  18
## 329   IL                                        Fist City    2576 0.055  17
## 333   IL                             En Parfaite Harmonie    2531 0.065  13
## 335   IL                                     Spiteful IPA    1819 0.062   8
## 336   IN                                        Lucky Dog    2430 0.052  10
## 339   IN                                   Half Court IPA    1786 0.063  90
## 344   IN                            Regional Ring Of Fire    2098 0.073  75
## 347   IN                                Wee Muckle (2011)     584 0.090  65
## 348   IN                                      Devil's Cup    2265 0.066  64
## 349   IN                                          Tribute    2609 0.058  62
## 357   IN                                         Thai.p.a    2618 0.070  50
## 358   IN                                        Scarecrow    2219 0.069  50
## 366   IN                            Lost River Blonde Ale    1789 0.049  33
## 369   IN                 Great Crescent Blonde Ale (2011)     389 0.053  30
## 371   IN                           Bourbon Barrel Wee Mac    1127 0.054  30
## 372   IN                                  Troll Destroyer    1980 0.085  30
## 377   IN                        Great Crescent IPA (2011)     436 0.062  24
## 379   IN                          Great Crescent Mild Ale     439 0.042  23
## 380   IN                              Rise of the Phoenix    2264 0.071  23
## 382   IN                                             Isis     651 0.091  23
## 386   IN                          Grapefruit Jungle (GFJ)    1420 0.075  20
## 394   KS                  Thrasher Session India Pale Ale    1886 0.045  35
## 396   KS                                   8-Bit Pale Ale     595 0.052  20
## 397   KS                                     Oasis (2010)     104 0.072  20
## 398   KS                                        Ethos IPA    1017 0.068  20
## 403   KY                                   Kamen Knuddeln    2676 0.065  80
## 408   KY                                   Citra Ass Down    2540 0.082  25
## 409   KY                                           A Beer    2683 0.042  25
## 411   KY                                   The Brown Note    2539 0.050  20
## 413   LA                                 Rebirth Pale Ale    2272 0.050  41
## 415   LA                              Tin Roof Blonde Ale     529 0.045  49
## 418   LA                                    MechaHopzilla    1114 0.088  21
## 420   MA                                        Rebel IPA    1629 0.065  13
## 421   MA                             Left of the Dial IPA    1917 0.043  40
## 427   MA                                      Big Elm IPA    1003 0.070  69
## 430   MA                                 Fisherman's Brew    2064 0.055  55
## 432   MA                          Quarter Mile Double IPA    1812 0.080  45
## 433   MA                               Harpoon IPA (2012)     770 0.059  42
## 436   MA                               Harpoon IPA (2010)     126 0.059  30
## 437   MA                                     Be Hoppy IPA    1697 0.065  30
## 438   MA                           Imperial Pumpkin Stout    2068 0.099  28
## 439   MA                                 Wachusett Summer    1038 0.047  28
## 440   MA                                 Country Pale Ale    1030 0.051  20
## 444   MA                                 Green Monsta IPA     618 0.060  17
## 445   MA                                          Pumpkan     908 0.052  15
## 447   MA                              Archer's Ale (2004)     738 0.050  10
## 449   MA                                   Indie Pale Ale     656 0.065   8
## 453   MD                                         Brontide    1631 0.050  45
## 454   MD                                     Loose Cannon     990 0.072  30
## 461   ME                                     Tug Pale Ale    1717 0.050  65
## 464   ME                        Celsius Summer Ale (2012)     707 0.047  28
## 465   MI                                       Undertaker    1977 0.067  18
## 472   MI                                          IPA #11    2380 0.057  32
## 481   MI                                     Black Rabbit    1267 0.050  51
## 483   MI                                        Nordskye     2634 0.048  35
## 484   MI                            Edward’s Portly Brown    2626 0.045  35
## 491   MI                         10 Degrees of Separation    2491 0.055  12
## 496   MI                                Schoolhouse Honey    2492 0.050   8
## 503   MN                           Shenanigans Summer Ale    1115 0.046  80
## 507   MN                                           Bender      16 0.051  68
## 512   MN                             Bad Axe Imperial IPA    1255 0.098  45
## 516   MN                                       Cold Press    2496 0.060  38
## 519   MN                                 Preservation IPA    1026 0.068  34
## 521   MN                               Harness the Winter    2410 0.072  30
## 525   MN                              Hopvale Organic Ale    2473 0.047  22
## 530   MO                                 Blackberry Wheat    2459 0.048  80
## 532   MO                                   Float Trip Ale    1335 0.045  66
## 539   MO                                    Drop Kick Ale    2340 0.052  24
## 544   MO                                    Heavy Lifting    2596 0.062  18
## 547   MO                                      Divided Sky    2286 0.065  14
## 548   MO                          Cast Iron Oatmeal Brown    2324 0.055  11
## 554   MS                   Devil's Harvest Extra Pale Ale    1117 0.058  40
## 555   MS                      Sinister Minister Black IPA    2346 0.077  20
## 556   MS                          Suzy B Dirty Blonde Ale    1118 0.050  20
## 562   MT                       Scape Goat Pale Ale (2010)     159 0.050  65
## 563   MT                     Moose Drool Brown Ale (2009)      34 0.051  65
## 564   MT                           Double Haul IPA (2009)     759 0.065  60
## 565   MT                                     Sawtooth Ale    1411 0.054  52
## 571   MT                                Eddy Out Pale Ale      87 0.055  35
## 576   MT                                   Single Hop Ale    1413 0.063  11
## 577   NC                       Carolina Lighthouse (2007)     784 0.040  35
## 584   NC                              Honey Badger Blonde    2510 0.047  75
## 586   NC                                    Pumpkin Beast    1620 0.062  69
## 592   NC                          Wee-Heavy-Er Scotch Ale    1260 0.070  31
## 593   NC                      Triangle Belgian Golden Ale     113 0.080  31
## 594   NC                             Hop Drop 'N Roll IPA    1621 0.072  30
## 602   NE                                       Monkadelic    2236 0.042  70
## 603   NE                                Cardinal Pale Ale    1145 0.057 100
## 606   NE                                 834 Happy As Ale     611 0.046  37
## 607   NE            543 Skull Creek Fresh Hopped Pale Ale     937 0.045  15
## 610   NJ                                        Boat Beer    1439 0.042  65
## 611   NJ                                1916 Shore Shiver    2110 0.069  30
## 615   NM                                 Happy Camper IPA     217 0.066  26
## 619   NM                                     Elevated IPA     664 0.072  30
## 622   NV                        Black Adder IBA (Current)     383 0.073  50
## 625   NY                                    Bengali Tiger    1385 0.064  18
## 626   NY                             Blue Point White IPA     692 0.060 103
## 629   NY                                   Bronx Pale Ale    1037 0.063  69
## 631   NY                  Hipster Ale (Two Roads Brewing)    1287 0.055  64
## 633   NY                                    Sensi Harvest    1962 0.047  62
## 639   NY                       Brooklyn Summer Ale (2011)     328 0.045  50
## 640   NY                             Bronx Black Pale Ale    1747 0.057  49
## 641   NY                                            Resin     628 0.091  47
## 648   NY                        Saranac Pale Ale (12 oz.)     150 0.055  34
## 649   NY                                      Bikini Beer    1286 0.027  28
## 654   OH                                      Happy Amber    1124 0.060  33
## 655   OH                                         Hop Ryot    2363 0.065 120
## 656   OH                              Seiche Scottish Ale    1881 0.078  23
## 657   OH                                      Psychopathy    1126 0.069 126
## 658   OH                                      Galaxy High    2454 0.099  80
## 663   OH                                              Dad    2132 0.060  55
## 666   OH                                           Hustle    2452 0.057  42
## 669   OH                                       Flyin' Rye    2221 0.070  32
## 673   OH                                        Pure Fury    2451 0.055  20
## 674   OH                  Bay of Bengal Double IPA (2014)    2440 0.089  20
## 675   OH                                     Self Starter    2450 0.052  11
## 678   OK                         Dead Armadillo Amber Ale    1746 0.063 100
## 687   OR                             Mjolnir Imperial IPA     682 0.069  94
## 688   OR                            Fearless Scottish Ale     112 0.050  94
## 689   OR                                     Java the Hop    1803 0.065  90
## 690   OR                                  Nonstop Hef Hop    2392 0.039  90
## 693   OR                                     Loki Red Ale    2191 0.075  75
## 694   OR                                Worthy IPA (2013)    1512 0.069  70
## 696   OR                              Loki Red Ale (2013)     895 0.075  70
## 701   OR       Old Grogham Imperial India Pale Ale (2012)     747 0.085  69
## 707   OR                              Suicide Squeeze IPA    1911 0.045  55
## 713   OR                         Sunrise Oatmeal Pale Ale     562 0.055  50
## 714   OR             Lights Out Vanilla Cream Extra Stout    1513 0.077  40
## 719   OR                            Alphadelic IPA (2011)     499 0.065  35
## 721   OR                                Knotty Blonde Ale    2319 0.040  32
## 722   OR                                      Worthy Pale    1511 0.060  30
## 732   OR                          Undun Blonde Ale (2012)     654 0.053  20
## 735   OR                               Cascadian Dark Ale    1393 0.060  20
## 744   OR                                  Nonstop Hef Hop    2399 0.039  18
## 745   OR                                 Wheat the People     893 0.044  16
## 749   PA                                 Phoenix Pale Ale      20 0.051  25
## 750   PA                                     Hop Farm IPA    1833 0.058 113
## 757   PA                                     Overbite IPA     891 0.075  65
## 762   PA                                        Provision    1835 0.042  28
## 764   PA                                  T-Rail Pale Ale     509 0.055  25
## 765   PA                                  Endless Sun Ale    1381 0.045  25
## 773   PA                            Old Forge Pumpkin Ale    1394 0.046  13
## 780   RI                      Flying Jenny Extra Pale Ale    1505 0.060  22
## 789   SD                        Red Water Irish Style Red    2145 0.065  25
## 795   TX                                       Chupahopra    2458 0.075 118
## 801   TX                                      Battle LIne    2118 0.063  85
## 805   TX                         Dream Crusher Double IPA    2166 0.085  69
## 809   TX                                   Fire Eagle IPA     343 0.062  50
## 814   TX                                 Bombshell Blonde     856 0.050  40
## 815   TX                                       Soul Doubt    2521 0.059  40
## 817   TX                                    Farmhouse Wit    1202 0.048  35
## 820   TX                 Pete's Wicked Summer Brew (1995)    1061 0.047  35
## 821   TX                                        Texicali     2526 0.065  30
## 822   TX                    Firemans #4 Blonde Ale (2013)    1718 0.051  26
## 823   TX                             Texas Pale Ale (TPA)    1971 0.055  25
## 824   TX                               The Imperial Texan    2120 0.080  25
## 841   TX                                          Kadigan    2042 0.056  18
## 842   TX                                      Dammit Jim!    2041 0.052  17
## 845   TX                                           Hijack    1774 0.055  10
## 848   UT                               Trader Session IPA    1925 0.040  18
## 851   UT                              WYLD Extra Pale Ale     974 0.040   9
## 853   UT           Squatters Hop Rising Double IPA (2014)    1680 0.090  82
## 854   UT                       Squeaky Bike Nut Brown Ale    1476 0.040  75
## 856   UT                             Hop Notch IPA (2013)    1089 0.073  29
## 857   UT                            Johnny's American IPA     644 0.040  22
## 859   VA                                   Hydraulion Red    1913 0.053  40
## 860   VA                                     Murphy's Law    2406 0.058  65
## 862   VA                                      40 Mile IPA    1912 0.060  88
## 869   VA                                   Face Plant IPA    1309 0.062  50
## 873   VA                                       Rule G IPA    2407 0.070  40
## 879   VA                              Hardywood Cream Ale    1331 0.044  22
## 881   VA           Wild Wolf Wee Heavy Scottish Style Ale    1318 0.057  20
## 888   VT                            Fresh Slice White IPA    1908 0.055  33
## 893   WA                                   Interurban IPA     857 0.065  33
## 904   WA                         Fremont Organic Pale Ale    1116 0.045  60
## 905   WA                                 British Pale Ale      48 0.054  48
## 909   WA             77 Fremont Select Spring Session IPA    1174 0.040  43
## 911   WA                         Topcutter India Pale Ale     966 0.068  41
## 914   WA                                          Evo IPA    1659 0.062  35
## 917   WA                                  Rude Parrot IPA     972 0.059  30
## 918   WA          Bellingham Beer Week 2013 Collaboration    1637 0.080  29
## 923   WA                                  Hoppy Bitch IPA    1227 0.063  18
## 924   WA                               Filthy Hoppin' IPA    1795 0.065  18
## 926   WI                                        Hop Freak    1884 0.087  80
## 927   WI                                 Floppin' Crappie     109 0.045  80
## 930   WI                            The Farmer's Daughter     700 0.048  50
## 934   WI                   A Capella Gluten Free Pale Ale    1524 0.055  24
## 936   WI                    Point Cascade Pale Ale (2013)    2270 0.054  20
## 938   WI                                        Hop Happy    1080 0.075  15
## 939   WI                                Charlie's Rye IPA    2337 0.060  13
## 944   WI                 Louie’s Demise Immort-Ale (2010)     171 0.051   7
## 948   WY                 Bomber Mountain Amber Ale (2013)    1200 0.046  15
## 949   WY                            Indian Paintbrush IPA    1199 0.070  90
## 950   WY                    Saddle Bronc Brown Ale (2013)    1198 0.048  75
## 953   WY                            Wind River Blonde Ale     323 0.050  32
##     Brewery_id                          Style Ounces
## 3          224             American Brown Ale   12.0
## 10         454                  Irish Red Ale   12.0
## 11         224                   American IPA   12.0
## 20         479                   American IPA   12.0
## 25          31        American Pale Ale (APA)   12.0
## 26         252            American Blonde Ale   12.0
## 31          31 American Double / Imperial IPA   16.0
## 38         281 American Double / Imperial IPA   16.0
## 44         398       American Amber / Red Ale   12.0
## 50           4                      Cream Ale   16.0
## 51         515        American Pale Ale (APA)   16.0
## 52         289        American Pale Ale (APA)   12.0
## 54          35                   American IPA   12.0
## 56         241                   American IPA   16.0
## 60         450                   American IPA   24.0
## 67         172       American Amber / Red Ale   12.0
## 74         253   English India Pale Ale (IPA)   16.0
## 75          34 American Double / Imperial IPA   16.0
## 82         210         Saison / Farmhouse Ale   16.0
## 83         515             American Brown Ale   16.0
## 86           4 American Double / Imperial IPA   16.0
## 89          34              English Brown Ale   16.0
## 90         172                   American IPA   12.0
## 92         253 American Double / Imperial IPA   16.0
## 96         172                      Cream Ale   12.0
## 102         99 American Double / Imperial IPA   32.0
## 108        172                    Pumpkin Ale   12.0
## 112        347             American Brown Ale   12.0
## 114        347 American Double / Imperial IPA   12.0
## 119        398       American Amber / Red Ale   16.0
## 121          4 American Double / Imperial IPA   16.0
## 122         35                   American IPA   12.0
## 128        492                   American IPA   16.0
## 137         38                   American IPA   12.0
## 139        524            American Blonde Ale   12.0
## 140          7         Saison / Farmhouse Ale   12.0
## 142        167                   American IPA   16.0
## 143        481             American Brown Ale   12.0
## 150        420         Saison / Farmhouse Ale   12.0
## 161        120                   American IPA   12.0
## 162        167 American Double / Imperial IPA   16.0
## 164        342                   American IPA   12.0
## 165         52              English Brown Ale   12.0
## 170        108         Scotch Ale / Wee Heavy   16.0
## 178        356                   American IPA   12.0
## 181        418        American Pale Ale (APA)   12.0
## 187        425       American Amber / Red Ale   12.0
## 191        418        American Pale Ale (APA)   12.0
## 193         52              American Wild Ale   19.2
## 194         52                    Pumpkin Ale   16.0
## 196        516            American Blonde Ale   16.0
## 197        136        American Pale Ale (APA)   12.0
## 201         52             American White IPA   12.0
## 203        452                   American IPA   16.0
## 205         83                   American IPA   16.0
## 206        108   English India Pale Ale (IPA)   16.0
## 209        425        American Pale Ale (APA)   12.0
## 211         52               Belgian Pale Ale   12.0
## 212        221       American Amber / Red Ale   16.0
## 213        167 American Double / Imperial IPA   12.0
## 216        418        American Pale Ale (APA)   12.0
## 217        167 American Double / Imperial IPA   12.0
## 218        425       American Amber / Red Ale   12.0
## 219        425                    Belgian IPA   12.0
## 229        228               Belgian Pale Ale   12.0
## 233        142                   American IPA   12.0
## 237        142                   American IPA   12.0
## 244        448        American Pale Ale (APA)   12.0
## 245        466             American Brown Ale   12.0
## 247        142                   American IPA   12.0
## 249        142        American Pale Ale (APA)   12.0
## 257        448                   American IPA   12.0
## 262        401             American Brown Ale   12.0
## 271        204                   American IPA   19.2
## 279        376       American Amber / Red Ale   12.0
## 280        483            American Blonde Ale   16.0
## 285        472        American Pale Ale (APA)   16.0
## 286        472         Saison / Farmhouse Ale   16.0
## 287        366             American Brown Ale   16.0
## 288        366                  Irish Red Ale   16.0
## 289        366       American Amber / Red Ale   16.0
## 300        310 American Double / Imperial IPA   12.0
## 301        170        American Pale Ale (APA)   12.0
## 305        170            American Blonde Ale   12.0
## 312        362                    Pumpkin Ale   12.0
## 313         75            American Strong Ale   12.0
## 316        362            American Blonde Ale   12.0
## 319        257        American Pale Wheat Ale   16.0
## 322        328             American Brown Ale   16.0
## 324        197                   American IPA   12.0
## 328         45               Belgian Pale Ale   12.0
## 329         45        American Pale Ale (APA)   12.0
## 333         66         Saison / Farmhouse Ale   24.0
## 335        176                   American IPA   12.0
## 336         27        American Pale Ale (APA)   16.0
## 339        316                   American IPA   16.0
## 344        178         Saison / Farmhouse Ale   12.0
## 347         26         Scotch Ale / Wee Heavy   16.0
## 348        178        American Pale Ale (APA)   12.0
## 349         24        American Pale Ale (APA)   12.0
## 357         21                   American IPA   16.0
## 358         28                   American IPA   16.0
## 366        316            American Blonde Ale   16.0
## 369        166            American Blonde Ale   16.0
## 371         26                   Scottish Ale   16.0
## 372        178                    Belgian IPA   12.0
## 377        166                   American IPA   16.0
## 379        166          English Dark Mild Ale   16.0
## 380        178                   American IPA   12.0
## 382         26 American Double / Imperial IPA   16.0
## 386         26                   American IPA   16.0
## 394        284                   American IPA   12.0
## 396         46        American Pale Ale (APA)   16.0
## 397         46 American Double / Imperial IPA   16.0
## 398         46                   American IPA   16.0
## 403          2              American Wild Ale   16.0
## 408         63                   American IPA   16.0
## 409          2        American Pale Ale (APA)   16.0
## 411         63             American Brown Ale   16.0
## 413        175        American Pale Ale (APA)   12.0
## 415        153            American Blonde Ale   12.0
## 418        175 American Double / Imperial IPA   16.0
## 420        301                   American IPA   16.0
## 421        272                   American IPA   12.0
## 427        478                   American IPA   12.0
## 430        231       American Amber / Red Ale   12.0
## 432        305 American Double / Imperial IPA   12.0
## 433        235                   American IPA   12.0
## 436        235                   American IPA   12.0
## 437        340                   American IPA   16.0
## 438        231                    Pumpkin Ale   16.0
## 439        296        American Pale Wheat Ale   12.0
## 440        296               English Pale Ale   12.0
## 444        296                   American IPA   12.0
## 445        296                    Pumpkin Ale   12.0
## 447        512               English Pale Ale   12.0
## 449        146                   American IPA   12.0
## 453        256             American Black Ale   12.0
## 454        480                   American IPA   12.0
## 461        318        American Pale Ale (APA)   16.0
## 464        293        American Pale Wheat Ale   12.0
## 465         11               Belgian Dark Ale   16.0
## 472        122                   American IPA   16.0
## 481         11             American Black Ale   16.0
## 483         13                   American IPA   12.0
## 484         15             American Brown Ale   12.0
## 491         60              English Brown Ale   12.0
## 496         60       American Amber / Red Ale   12.0
## 503        278        American Pale Wheat Ale   12.0
## 507         62             American Brown Ale   16.0
## 512        445 American Double / Imperial IPA   16.0
## 516         76             American Black Ale   12.0
## 519        475                   American IPA   16.0
## 521         76                   American IPA   12.0
## 525         59        American Pale Ale (APA)   16.0
## 530         88        American Pale Wheat Ale   16.0
## 532        315            American Blonde Ale   16.0
## 539        133       American Amber / Red Ale   12.0
## 544         32                   American IPA   12.0
## 547         61                   American IPA   12.0
## 548         61             American Brown Ale   12.0
## 554        134        American Pale Ale (APA)   16.0
## 555        134                   American IPA   16.0
## 556        134            American Blonde Ale   16.0
## 562        337               English Pale Ale   12.0
## 563        337             American Brown Ale   12.0
## 564        511                   American IPA   16.0
## 565        408            American Blonde Ale   12.0
## 571        511        American Pale Ale (APA)   16.0
## 576        408        American Pale Ale (APA)   12.0
## 577        505            American Blonde Ale   12.0
## 584         70            American Blonde Ale   16.0
## 586        361                    Pumpkin Ale   12.0
## 592        434         Scotch Ale / Wee Heavy   12.0
## 593        525        Belgian Strong Pale Ale   12.0
## 594        360                   American IPA   16.0
## 602        190        American Pale Ale (APA)   12.0
## 603        338        American Pale Ale (APA)   12.0
## 606        381        American Pale Ale (APA)   12.0
## 607        381        American Pale Ale (APA)   12.0
## 610        223                   American IPA   12.0
## 611        218                   American IPA   12.0
## 615        393                   American IPA   12.0
## 619        333                   American IPA   16.0
## 622        531             American Black Ale   16.0
## 625         47                   American IPA   16.0
## 626        490             American White IPA   12.0
## 629        330        American Pale Ale (APA)   16.0
## 631        174        American Pale Ale (APA)   12.0
## 633         47        American Pale Ale (APA)   12.0
## 639        438          English Pale Mild Ale   12.0
## 640        330             American Black Ale   16.0
## 641         47 American Double / Imperial IPA   12.0
## 648        300               English Pale Ale   12.0
## 649        174                   American IPA   12.0
## 654         92       American Amber / Red Ale   12.0
## 655         93                   American IPA   12.0
## 656        286                   Scottish Ale   16.0
## 657         92                   American IPA   12.0
## 658         92 American Double / Imperial IPA   12.0
## 663         94       American Amber / Red Ale   12.0
## 666         94       American Amber / Red Ale   12.0
## 669         95                   American IPA   16.0
## 673         94        American Pale Ale (APA)   12.0
## 674        100 American Double / Imperial IPA   12.0
## 675         95                   American IPA   16.0
## 678        331       American Amber / Red Ale   12.0
## 687        202 American Double / Imperial IPA   16.0
## 688        202                   Scottish Ale   16.0
## 689        207                   American IPA   16.0
## 690         81        American Pale Wheat Ale   16.0
## 693        202       American Amber / Red Ale   16.0
## 694        200                   American IPA   12.0
## 696        202       American Amber / Red Ale   16.0
## 701        388 American Double / Imperial IPA   16.0
## 707        207                   American IPA   16.0
## 713        207        American Pale Ale (APA)   16.0
## 714        200 American Double / Imperial IPA   12.0
## 719        199                   American IPA   12.0
## 721        154            American Blonde Ale   12.0
## 722        200        American Pale Ale (APA)   12.0
## 732        388            American Blonde Ale   16.0
## 735        419             American Black Ale   12.0
## 744         81        American Pale Wheat Ale   16.0
## 745        419        American Pale Wheat Ale   16.0
## 749        372        American Pale Ale (APA)   12.0
## 750        298                   American IPA   12.0
## 757        302                   American IPA   16.0
## 762        298         Saison / Farmhouse Ale   12.0
## 764        302        American Pale Ale (APA)   16.0
## 765        302        American Pale Wheat Ale   16.0
## 773        302                    Pumpkin Ale   16.0
## 780        380        American Pale Ale (APA)   12.0
## 789        213       American Amber / Red Ale   12.0
## 795         39                   American IPA   12.0
## 801        216             American Brown Ale   12.0
## 805        128 American Double / Imperial IPA   12.0
## 809        414                   American IPA   12.0
## 814        119            American Blonde Ale   16.0
## 815         67                   American IPA   12.0
## 817        128         Saison / Farmhouse Ale   16.0
## 820        471        American Pale Wheat Ale   12.0
## 821         67             American Brown Ale   12.0
## 822        129            American Blonde Ale   12.0
## 823        258                   American IPA   16.0
## 824        162 American Double / Imperial IPA   16.0
## 841        242            American Blonde Ale   12.0
## 842        242       American Amber / Red Ale   12.0
## 845        243                      Cream Ale   12.0
## 848        160                   American IPA   12.0
## 851        160        American Pale Ale (APA)   12.0
## 853        303 American Double / Imperial IPA   12.0
## 854        400             American Brown Ale   16.0
## 856        160                   American IPA   12.0
## 857        400                   American IPA   16.0
## 859        274                  Irish Red Ale   12.0
## 860        116       American Amber / Red Ale   12.0
## 862        274                   American IPA   12.0
## 869        431                   American IPA   12.0
## 873        116                   American IPA   12.0
## 879        344                      Cream Ale   12.0
## 881        182         Scotch Ale / Wee Heavy   12.0
## 888        276             American White IPA   12.0
## 893        461                   American IPA   12.0
## 904        461        American Pale Ale (APA)   12.0
## 905        482               English Pale Ale   16.0
## 909        461                   American IPA   12.0
## 911        484                   American IPA   12.0
## 914        191                   American IPA   12.0
## 917        482                   American IPA   16.0
## 918        355        Belgian Strong Dark Ale   16.0
## 923        451                   American IPA   16.0
## 924        312                   American IPA   16.0
## 926        285 American Double / Imperial IPA   16.0
## 927        530        American Pale Wheat Ale   12.0
## 930        457            American Blonde Ale   16.0
## 934         33        American Pale Ale (APA)   12.0
## 936        132        American Pale Ale (APA)   12.0
## 938        285                   American IPA   16.0
## 939        147                   American IPA   16.0
## 944        285       American Amber / Red Ale   16.0
## 948        458       American Amber / Red Ale   12.0
## 949        458                   American IPA   12.0
## 950        458              English Brown Ale   12.0
## 953        551            American Blonde Ale   16.0
##                            Brewery_Name               City                State
## 3          Midnight Sun Brewing Company          Anchorage               Alaska
## 10               Denali Brewing Company          Talkeetna               Alaska
## 11         Midnight Sun Brewing Company          Anchorage               Alaska
## 20          Good People Brewing Company         Birmingham              Alabama
## 25               SanTan Brewing Company           Chandler              Arizona
## 26               Barrio Brewing Company             Tucson              Arizona
## 31               SanTan Brewing Company           Chandler              Arizona
## 38            Headlands Brewing Company        Mill Valley           California
## 44              Ruhstaller Beer Company         Sacramento           California
## 50            Mike Hess Brewing Company          San Diego           California
## 51             Monkey Paw Pub & Brewery          San Diego           California
## 52                 Saint Archer Brewery          San Diego           California
## 54        Ballast Point Brewing Company          San Diego           California
## 56                  Golden Road Brewing        Los Angeles           California
## 60                        TailGate Beer          San Diego           California
## 67      Anderson Valley Brewing Company          Boonville           California
## 74          Santa Cruz Mountain Brewing         Santa Cruz           California
## 75           The Dudes' Brewing Company           Torrance           California
## 82                    Modern Times Beer          San Diego           California
## 83             Monkey Paw Pub & Brewery          San Diego           California
## 86            Mike Hess Brewing Company          San Diego           California
## 89           The Dudes' Brewing Company           Torrance           California
## 90      Anderson Valley Brewing Company          Boonville           California
## 92          Santa Cruz Mountain Brewing         Santa Cruz           California
## 96      Anderson Valley Brewing Company          Boonville           California
## 102                     Mission Brewery          San Diego           California
## 108     Anderson Valley Brewing Company          Boonville           California
## 112           Manzanita Brewing Company             Santee           California
## 114           Manzanita Brewing Company             Santee           California
## 119             Ruhstaller Beer Company         Sacramento           California
## 121           Mike Hess Brewing Company          San Diego           California
## 122       Ballast Point Brewing Company          San Diego           California
## 128              Devil's Canyon Brewery            Belmont           California
## 137               Avery Brewing Company            Boulder             Colorado
## 139               Aspen Brewing Company              Aspen             Colorado
## 140        Great Divide Brewing Company             Denver             Colorado
## 142                 Oskar Blues Brewery           Longmont             Colorado
## 143           Telluride Brewing Company          Telluride             Colorado
## 150             Sanitas Brewing Company            Boulder             Colorado
## 161          Steamworks Brewing Company            Durango             Colorado
## 162                 Oskar Blues Brewery           Longmont             Colorado
## 164            Palisade Brewing Company           Palisade             Colorado
## 165             Upslope Brewing Company            Boulder             Colorado
## 170             Bonfire Brewing Company              Eagle             Colorado
## 178          Pikes Peak Brewing Company           Monument             Colorado
## 181                Boulder Beer Company            Boulder             Colorado
## 187             Wynkoop Brewing Company             Denver             Colorado
## 191                Boulder Beer Company            Boulder             Colorado
## 193             Upslope Brewing Company            Boulder             Colorado
## 194             Upslope Brewing Company            Boulder             Colorado
## 196            Crabtree Brewing Company            Greeley             Colorado
## 197                  Pug Ryan's Brewery             Dillon             Colorado
## 201             Upslope Brewing Company            Boulder             Colorado
## 203               Dad & Dude's Breweria             Aurora             Colorado
## 205         New Belgium Brewing Company       Fort Collins             Colorado
## 206             Bonfire Brewing Company              Eagle             Colorado
## 209             Wynkoop Brewing Company             Denver             Colorado
## 211             Upslope Brewing Company            Boulder             Colorado
## 212                  Big Choice Brewing         Broomfield             Colorado
## 213                 Oskar Blues Brewery           Longmont             Colorado
## 216                Boulder Beer Company            Boulder             Colorado
## 217                 Oskar Blues Brewery           Longmont             Colorado
## 218             Wynkoop Brewing Company             Denver             Colorado
## 219             Wynkoop Brewing Company             Denver             Colorado
## 229             DC Brau Brewing Company         Washington District of Columbia
## 233          Cigar City Brewing Company              Tampa              Florida
## 237          Cigar City Brewing Company              Tampa              Florida
## 244                  Swamp Head Brewery        Gainesville              Florida
## 245                   Engine 15 Brewing Jacksonville Beach              Florida
## 247          Cigar City Brewing Company              Tampa              Florida
## 249          Cigar City Brewing Company              Tampa              Florida
## 257                  Swamp Head Brewery        Gainesville              Florida
## 262                  Macon Beer Company              Macon              Georgia
## 271                  Mehana Brewing Co.               Hilo               Hawaii
## 279                Maui Brewing Company            Lahaina               Hawaii
## 280          Confluence Brewing Company         Des Moines                 Iowa
## 285             Okoboji Brewing Company        Spirit Lake                 Iowa
## 286             Okoboji Brewing Company        Spirit Lake                 Iowa
## 287                 Great River Brewery          Davenport                 Iowa
## 288                 Great River Brewery          Davenport                 Iowa
## 289                 Great River Brewery          Davenport                 Iowa
## 300             Sockeye Brewing Company              Boise                Idaho
## 301       Crooked Fence Brewing Company        Garden City                Idaho
## 305       Crooked Fence Brewing Company        Garden City                Idaho
## 312          Wild Onion Brewing Company    Lake Barrington             Illinois
## 313        Two Brothers Brewing Company        Warrenville             Illinois
## 316          Wild Onion Brewing Company    Lake Barrington             Illinois
## 319                Finch's Beer Company            Chicago             Illinois
## 322              Half Acre Beer Company            Chicago             Illinois
## 324        Goose Island Brewery Company            Chicago             Illinois
## 328          Revolution Brewing Company            Chicago             Illinois
## 329          Revolution Brewing Company            Chicago             Illinois
## 333                  Mikerphone Brewing            Chicago             Illinois
## 335            Spiteful Brewing Company            Chicago             Illinois
## 336                  Evil Czech Brewery          Mishawaka              Indiana
## 339             Cutters Brewing Company               Avon              Indiana
## 344                 18th Street Brewery               Gary              Indiana
## 347            Sun King Brewing Company       Indianapolis              Indiana
## 348                 18th Street Brewery               Gary              Indiana
## 349                Indiana City Brewing       Indianapolis              Indiana
## 357                  Bare Hands Brewery            Granger              Indiana
## 358           450 North Brewing Company           Columbus              Indiana
## 366             Cutters Brewing Company               Avon              Indiana
## 369              Great Crescent Brewery             Aurora              Indiana
## 371            Sun King Brewing Company       Indianapolis              Indiana
## 372                 18th Street Brewery               Gary              Indiana
## 377              Great Crescent Brewery             Aurora              Indiana
## 379              Great Crescent Brewery             Aurora              Indiana
## 380                 18th Street Brewery               Gary              Indiana
## 382            Sun King Brewing Company       Indianapolis              Indiana
## 386            Sun King Brewing Company       Indianapolis              Indiana
## 394            Defiance Brewing Company               Hays               Kansas
## 396           Tallgrass Brewing Company          Manhattan               Kansas
## 397           Tallgrass Brewing Company          Manhattan               Kansas
## 398           Tallgrass Brewing Company          Manhattan               Kansas
## 403           Against the Grain Brewery         Louisville             Kentucky
## 408           Against The Grain Brewery         Louisville             Kentucky
## 409           Against the Grain Brewery         Louisville             Kentucky
## 411           Against The Grain Brewery         Louisville             Kentucky
## 413 New Orleans Lager & Ale Brewing ...        New Orleans            Louisiana
## 415            Tin Roof Brewing Company        Baton Rouge            Louisiana
## 418 New Orleans Lager & Ale Brewing ...        New Orleans            Louisiana
## 420                 Boston Beer Company             Boston        Massachusetts
## 421               Notch Brewing Company            Ipswich        Massachusetts
## 427                     Big Elm Brewing          Sheffield        Massachusetts
## 430            Cape Ann Brewing Company         Gloucester        Massachusetts
## 432                  Blue Hills Brewery             Canton        Massachusetts
## 433                     Harpoon Brewery             Boston        Massachusetts
## 436                     Harpoon Brewery             Boston        Massachusetts
## 437                    Wormtown Brewery          Worcester        Massachusetts
## 438            Cape Ann Brewing Company         Gloucester        Massachusetts
## 439           Wachusett Brewing Company        Westminster        Massachusetts
## 440           Wachusett Brewing Company        Westminster        Massachusetts
## 444           Wachusett Brewing Company        Westminster        Massachusetts
## 445           Wachusett Brewing Company        Westminster        Massachusetts
## 447             Sherwood Forest Brewers        Marlborough        Massachusetts
## 449                       Cisco Brewers          Nantucket        Massachusetts
## 453           Stillwater Artisanal Ales          Baltimore             Maryland
## 454                     Heavy Seas Beer         Halethorpe             Maryland
## 461      Marshall Wharf Brewing Company            Belfast                Maine
## 464              Baxter Brewing Company           Lewiston                Maine
## 465                      Brewery Vivant       Grand Rapids             Michigan
## 472           Cheboygan Brewing Company          Cheboygan             Michigan
## 481                      Brewery Vivant       Grand Rapids             Michigan
## 483                  Blackrocks Brewery          Marquette             Michigan
## 484         Witch's Hat Brewing Company         South Lyon             Michigan
## 491         Latitude 42 Brewing Company            Portage             Michigan
## 496         Latitude 42 Brewing Company            Portage             Michigan
## 503              Indeed Brewing Company        Minneapolis            Minnesota
## 507               Surly Brewing Company    Brooklyn Center            Minnesota
## 512                    Big Wood Brewery    Vadnais Heights            Minnesota
## 516         Bent Paddle Brewing Company             Duluth            Minnesota
## 519                  Tonka Beer Company         Minnetonka            Minnesota
## 521         Bent Paddle Brewing Company             Duluth            Minnesota
## 525              Summit Brewing Company           St. Paul            Minnesota
## 530    Kirkwood Station Brewing Company           Kirkwood             Missouri
## 532         Piney River Brewing Company            Bucryus             Missouri
## 539              Weston Brewing Company             Weston             Missouri
## 544           Boulevard Brewing Company        Kansas City             Missouri
## 547             4 Hands Brewing Company        Saint Louis             Missouri
## 548             4 Hands Brewing Company        Saint Louis             Missouri
## 554 Southern Prohibition Brewing Com...        Hattiesburg          Mississippi
## 555 Southern Prohibition Brewing Com...        Hattiesburg          Mississippi
## 556 Southern Prohibition Brewing Com...        Hattiesburg          Mississippi
## 562             Big Sky Brewing Company           Missoula              Montana
## 563             Big Sky Brewing Company           Missoula              Montana
## 564        Kettle House Brewing Company           Missoula              Montana
## 565                 Bitter Root Brewing           Hamilton              Montana
## 571        Kettle House Brewing Company           Missoula              Montana
## 576                 Bitter Root Brewing           Hamilton              Montana
## 577            Carolina Beer & Beverage        Mooresville       North Carolina
## 584        Appalachian Mountain Brewery              Boone       North Carolina
## 586             Aviator Brewing Company      Fuquay-Varina       North Carolina
## 592                French Broad Brewery          Asheville       North Carolina
## 593            Triangle Brewing Company             Durham       North Carolina
## 594                NoDa Brewing Company          Charlotte       North Carolina
## 602                Modern Monks Brewery            Lincoln             Nebraska
## 603            Nebraska Brewing Company          Papillion             Nebraska
## 606          Blue Blood Brewing Company            Lincoln             Nebraska
## 607          Blue Blood Brewing Company            Lincoln             Nebraska
## 610              Carton Brewing Company Atlantic Highlands           New Jersey
## 611                 Forgotten Boardwalk        Cherry Hill           New Jersey
## 615            Santa Fe Brewing Company           Santa Fe           New Mexico
## 619           La Cumbre Brewing Company        Albuquerque           New Mexico
## 622            Buckbean Brewing Company               Reno               Nevada
## 625                 Sixpoint Craft Ales           Brooklyn             New York
## 626          Blue Point Brewing Company          Patchogue             New York
## 629                   The Bronx Brewery              Bronx             New York
## 631                   Evil Twin Brewing           Brooklyn             New York
## 633                 Sixpoint Craft Ales           Brooklyn             New York
## 639                    Brooklyn Brewery           Brooklyn             New York
## 640                   The Bronx Brewery              Bronx             New York
## 641                 Sixpoint Craft Ales           Brooklyn             New York
## 648                Matt Brewing Company              Utica             New York
## 649                   Evil Twin Brewing           Brooklyn             New York
## 654             Madtree Brewing Company         Cincinnati                 Ohio
## 655            Jackie O's Pub & Brewery             Athens                 Ohio
## 656              Catawba Island Brewing       Port Clinton                 Ohio
## 657             Madtree Brewing Company         Cincinnati                 Ohio
## 658             Madtree Brewing Company         Cincinnati                 Ohio
## 663                  Rhinegeist Brewery         Cincinnati                 Ohio
## 666                  Rhinegeist Brewery         Cincinnati                 Ohio
## 669         Warped Wing Brewing Company             Dayton                 Ohio
## 673                  Rhinegeist Brewery         Cincinnati                 Ohio
## 674  Christian Moerlein Brewing Company         Cincinnati                 Ohio
## 675         Warped Wing Brewing Company             Dayton                 Ohio
## 678        Dead Armadillo Craft Brewing              Tulsa             Oklahoma
## 687            Fearless Brewing Company           Estacada               Oregon
## 688            Fearless Brewing Company           Estacada               Oregon
## 689                 Fort George Brewery            Astoria               Oregon
## 690              Hopworks Urban Brewery           Portland               Oregon
## 693            Fearless Brewing Company           Estacada               Oregon
## 694              Worthy Brewing Company               Bend               Oregon
## 696            Fearless Brewing Company           Estacada               Oregon
## 701                      Natian Brewery           Portland               Oregon
## 707                 Fort George Brewery            Astoria               Oregon
## 713                 Fort George Brewery            Astoria               Oregon
## 714              Worthy Brewing Company               Bend               Oregon
## 719          Hop Valley Brewing Company        Springfield               Oregon
## 721                Three Creeks Brewing            Sisters               Oregon
## 722              Worthy Brewing Company               Bend               Oregon
## 732                      Natian Brewery           Portland               Oregon
## 735           Coalition Brewing Company           Portland               Oregon
## 744              Hopworks Urban Brewery           Portland               Oregon
## 745           Coalition Brewing Company           Portland               Oregon
## 749             Sly Fox Brewing Company          Pottstown         Pennsylvania
## 750            Hop Farm Brewing Company         Pittsburgh         Pennsylvania
## 757           Old Forge Brewing Company           Danville         Pennsylvania
## 762            Hop Farm Brewing Company         Pittsburgh         Pennsylvania
## 764           Old Forge Brewing Company           Danville         Pennsylvania
## 765           Old Forge Brewing Company           Danville         Pennsylvania
## 773           Old Forge Brewing Company           Danville         Pennsylvania
## 780   Grey Sail Brewing of Rhode Island           Westerly         Rhode Island
## 789           Crow Peak Brewing Company          Spearfish         South Dakota
## 795           Twisted X Brewing Company   Dripping Springs                Texas
## 801                  Texian Brewing Co.           Richmond                Texas
## 805          Deep Ellum Brewing Company             Dallas                Texas
## 809                    Austin Beerworks             Austin                Texas
## 814       Southern Star Brewing Company             Conroe                Texas
## 815            Freetail Brewing Company        San Antonio                Texas
## 817          Deep Ellum Brewing Company             Dallas                Texas
## 820              Pete's Brewing Company        San Antonio                Texas
## 821            Freetail Brewing Company        San Antonio                Texas
## 822            Real Ale Brewing Company             Blanco                Texas
## 823                South Austin Brewery       South Austin                Texas
## 824        Martin House Brewing Company         Fort Worth                Texas
## 841        New Republic Brewing Company    College Station                Texas
## 842        New Republic Brewing Company    College Station                Texas
## 845            Infamous Brewing Company             Austin                Texas
## 848               Uinta Brewing Company     Salt Lake City                 Utah
## 851               Uinta Brewing Company     Salt Lake City                 Utah
## 853            Utah Brewers Cooperative     Salt Lake City                 Utah
## 854                        Moab Brewery               Moab                 Utah
## 856               Uinta Brewing Company     Salt Lake City                 Utah
## 857                        Moab Brewery               Moab                 Utah
## 859       Three Notch'd Brewing Company    Charlottesville             Virginia
## 860          Smartmouth Brewing Company            Norfolk             Virginia
## 862       Three Notch'd Brewing Company    Charlottesville             Virginia
## 869          Lost Rhino Brewing Company            Ashburn             Virginia
## 873          Smartmouth Brewing Company            Norfolk             Virginia
## 879        Hardywood Park Craft Brewery           Richmond             Virginia
## 881           Wild Wolf Brewing Company         Nellysford             Virginia
## 888                 Otter Creek Brewing         Middlebury              Vermont
## 893             Fremont Brewing Company            Seattle           Washington
## 904             Fremont Brewing Company            Seattle           Washington
## 905              7 Seas Brewing Company         Gig Harbor           Washington
## 909             Fremont Brewing Company            Seattle           Washington
## 911        Bale Breaker Brewing Company             Yakima           Washington
## 914           Two Beers Brewing Company            Seattle           Washington
## 917              7 Seas Brewing Company         Gig Harbor           Washington
## 918                     Kulshan Brewery         Bellingham           Washington
## 923           Northwest Brewing Company            Pacific           Washington
## 924        Dirty Bucket Brewing Company        Woodinville           Washington
## 926           Milwaukee Brewing Company          Milwaukee            Wisconsin
## 927                  Northwoods Brewpub         Eau Claire            Wisconsin
## 930             Lucette Brewing Company          Menominie            Wisconsin
## 934          James Page Brewing Company      Stevens Point            Wisconsin
## 936               Stevens Point Brewery      Stevens Point            Wisconsin
## 938           Milwaukee Brewing Company          Milwaukee            Wisconsin
## 939                        Angry Minnow            Hayward            Wisconsin
## 944           Milwaukee Brewing Company          Milwaukee            Wisconsin
## 948     The Black Tooth Brewing Company           Sheridan              Wyoming
## 949     The Black Tooth Brewing Company           Sheridan              Wyoming
## 950     The Black Tooth Brewing Company           Sheridan              Wyoming
## 953          Wind River Brewing Company           Pinedale              Wyoming
##     Ale_Style
## 3         Ale
## 10        Ale
## 11        IPA
## 20        IPA
## 25        Ale
## 26        Ale
## 31        IPA
## 38        IPA
## 44        Ale
## 50        Ale
## 51        Ale
## 52        Ale
## 54        IPA
## 56        IPA
## 60        IPA
## 67        Ale
## 74        IPA
## 75        IPA
## 82        Ale
## 83        Ale
## 86        IPA
## 89        Ale
## 90        IPA
## 92        IPA
## 96        Ale
## 102       IPA
## 108       Ale
## 112       Ale
## 114       IPA
## 119       Ale
## 121       IPA
## 122       IPA
## 128       IPA
## 137       IPA
## 139       Ale
## 140       Ale
## 142       IPA
## 143       Ale
## 150       Ale
## 161       IPA
## 162       IPA
## 164       IPA
## 165       Ale
## 170       Ale
## 178       IPA
## 181       Ale
## 187       Ale
## 191       Ale
## 193       Ale
## 194       Ale
## 196       Ale
## 197       Ale
## 201       IPA
## 203       IPA
## 205       IPA
## 206       IPA
## 209       Ale
## 211       Ale
## 212       Ale
## 213       IPA
## 216       Ale
## 217       IPA
## 218       Ale
## 219       IPA
## 229       Ale
## 233       IPA
## 237       IPA
## 244       Ale
## 245       Ale
## 247       IPA
## 249       Ale
## 257       IPA
## 262       Ale
## 271       IPA
## 279       Ale
## 280       Ale
## 285       Ale
## 286       Ale
## 287       Ale
## 288       Ale
## 289       Ale
## 300       IPA
## 301       Ale
## 305       Ale
## 312       Ale
## 313       Ale
## 316       Ale
## 319       Ale
## 322       Ale
## 324       IPA
## 328       Ale
## 329       Ale
## 333       Ale
## 335       IPA
## 336       Ale
## 339       IPA
## 344       Ale
## 347       Ale
## 348       Ale
## 349       Ale
## 357       IPA
## 358       IPA
## 366       Ale
## 369       Ale
## 371       Ale
## 372       IPA
## 377       IPA
## 379       Ale
## 380       IPA
## 382       IPA
## 386       IPA
## 394       IPA
## 396       Ale
## 397       IPA
## 398       IPA
## 403       Ale
## 408       IPA
## 409       Ale
## 411       Ale
## 413       Ale
## 415       Ale
## 418       IPA
## 420       IPA
## 421       IPA
## 427       IPA
## 430       Ale
## 432       IPA
## 433       IPA
## 436       IPA
## 437       IPA
## 438       Ale
## 439       Ale
## 440       Ale
## 444       IPA
## 445       Ale
## 447       Ale
## 449       IPA
## 453       Ale
## 454       IPA
## 461       Ale
## 464       Ale
## 465       Ale
## 472       IPA
## 481       Ale
## 483       IPA
## 484       Ale
## 491       Ale
## 496       Ale
## 503       Ale
## 507       Ale
## 512       IPA
## 516       Ale
## 519       IPA
## 521       IPA
## 525       Ale
## 530       Ale
## 532       Ale
## 539       Ale
## 544       IPA
## 547       IPA
## 548       Ale
## 554       Ale
## 555       IPA
## 556       Ale
## 562       Ale
## 563       Ale
## 564       IPA
## 565       Ale
## 571       Ale
## 576       Ale
## 577       Ale
## 584       Ale
## 586       Ale
## 592       Ale
## 593       Ale
## 594       IPA
## 602       Ale
## 603       Ale
## 606       Ale
## 607       Ale
## 610       IPA
## 611       IPA
## 615       IPA
## 619       IPA
## 622       Ale
## 625       IPA
## 626       IPA
## 629       Ale
## 631       Ale
## 633       Ale
## 639       Ale
## 640       Ale
## 641       IPA
## 648       Ale
## 649       IPA
## 654       Ale
## 655       IPA
## 656       Ale
## 657       IPA
## 658       IPA
## 663       Ale
## 666       Ale
## 669       IPA
## 673       Ale
## 674       IPA
## 675       IPA
## 678       Ale
## 687       IPA
## 688       Ale
## 689       IPA
## 690       Ale
## 693       Ale
## 694       IPA
## 696       Ale
## 701       IPA
## 707       IPA
## 713       Ale
## 714       IPA
## 719       IPA
## 721       Ale
## 722       Ale
## 732       Ale
## 735       Ale
## 744       Ale
## 745       Ale
## 749       Ale
## 750       IPA
## 757       IPA
## 762       Ale
## 764       Ale
## 765       Ale
## 773       Ale
## 780       Ale
## 789       Ale
## 795       IPA
## 801       Ale
## 805       IPA
## 809       IPA
## 814       Ale
## 815       IPA
## 817       Ale
## 820       Ale
## 821       Ale
## 822       Ale
## 823       IPA
## 824       IPA
## 841       Ale
## 842       Ale
## 845       Ale
## 848       IPA
## 851       Ale
## 853       IPA
## 854       Ale
## 856       IPA
## 857       IPA
## 859       Ale
## 860       Ale
## 862       IPA
## 869       IPA
## 873       IPA
## 879       Ale
## 881       Ale
## 888       IPA
## 893       IPA
## 904       Ale
## 905       Ale
## 909       IPA
## 911       IPA
## 914       IPA
## 917       IPA
## 918       Ale
## 923       IPA
## 924       IPA
## 926       IPA
## 927       Ale
## 930       Ale
## 934       Ale
## 936       Ale
## 938       IPA
## 939       IPA
## 944       Ale
## 948       Ale
## 949       IPA
## 950       Ale
## 953       Ale
# Remove rows with NA in 'Age' and 'Pclass' columns
training_set <- na.omit(training_set)
testing_set <- na.omit(testing_set)


# Use KNN to classify passengers in the testing set
classifications <- knn(train = training_set[, c("ABV", "IBU")], 
                           test = testing_set[, c("ABV", "IBU")], 
                           cl = training_set$Ale_Style, prob = TRUE, k = 13)

# Make sure 'classifications' and 'testing_set$Survived' have the same length
if (length(classifications) != nrow(testing_set)) {
  stop("Mismatch in the length of 'classifications' and 'testing_set$Survived'")
}

# Create a table to compare the predicted classes with the actual classes
class_table <- table(classifications, testing_set$Ale_Style)

# Calculate and print the confusion matrix
confusion_matrix <- confusionMatrix(class_table)
print(confusion_matrix)
## Confusion Matrix and Statistics
## 
##                
## classifications Ale IPA
##             Ale 140  83
##             IPA  26  36
##                                           
##                Accuracy : 0.6175          
##                  95% CI : (0.5584, 0.6742)
##     No Information Rate : 0.5825          
##     P-Value [Acc > NIR] : 0.1267          
##                                           
##                   Kappa : 0.1565          
##                                           
##  Mcnemar's Test P-Value : 8.148e-08       
##                                           
##             Sensitivity : 0.8434          
##             Specificity : 0.3025          
##          Pos Pred Value : 0.6278          
##          Neg Pred Value : 0.5806          
##              Prevalence : 0.5825          
##          Detection Rate : 0.4912          
##    Detection Prevalence : 0.7825          
##       Balanced Accuracy : 0.5729          
##                                           
##        'Positive' Class : Ale             
## 

get the average of the test sets

Loop for many k and the average of many training / test partition

iterations = 500
numks = 30

masterAcc = matrix(nrow = iterations, ncol = numks)
  
for(j in 1:iterations)
{
accs = data.frame(accuracy = numeric(30), k = numeric(30))
beertrainIndices = sample(1:nrow(knn_clean_data), 673)
beertrain = knn_clean_data[beersample_indices, ]
beertest = knn_clean_data[-beersample_indices, ]
for(i in 1:30)
{
  classifications <- knn(train = training_set[, c("ABV", "IBU")], 
                           test = testing_set[, c("ABV", "IBU")], 
                           cl = training_set$Ale_Style, prob = TRUE, k = i)
  class_table = table(classifications, testing_set$Ale_Style)
  CM = confusionMatrix(class_table)
  masterAcc[j,i] = CM$overall[1]
}

}

MeanAcc = colMeans(masterAcc)

plot(seq(1,numks,1),MeanAcc, type = "l")

# Check the max IBU
max(knn_clean_data$IBU)
## [1] 130
min(knn_clean_data$IBU)
## [1] 4
# Define age bins
IBU_bins <- c(0, 20, 40, 60, 80, 100, 150)

# Create a summary table of counts with IBU bins
Ale_summary_table_IBU <- na.omit(knn_clean_data) %>%
  mutate(IBUGroup = cut(IBU, breaks = IBU_bins),
         Ale_Style = ifelse(Ale_Style == "IPA", "Indian Pale Ale", "Ale")) %>%  
  group_by(IBUGroup, Ale_Style) %>%
  summarise(count = n())
## `summarise()` has grouped output by 'IBUGroup'. You can override using the
## `.groups` argument.
# Create a bar graph for IBU
IBU_plot <- ggplot(data = Ale_summary_table_IBU, aes(x = factor(IBUGroup), y = count, fill = factor(Ale_Style))) +
  geom_bar(stat = "identity", position = "dodge") +
  labs(
    title = "Ale_Style by IBU values.",
    x = "IBU Ranges",
    y = "Count",
    fill = "Ale Style"
  ) +
  scale_fill_manual(values = c("Indian Pale Ale" = "red", "Ale" = "blue")) +
  theme_bw() +
  scale_x_discrete(labels = c("(0,20]", "(21,40]", "(41,60]", "(61,80]", "(81,100]", "(101,150]"))

# Define age bins
ABV_bins <- c(.0, .020, .040, .060, .080, .100, .150)

# Create a summary table of counts with ABV bins
Ale_summary_table_ABV <- na.omit(knn_clean_data) %>%
  mutate(ABVGroup = cut(ABV, breaks = ABV_bins),
         Ale_Style = ifelse(Ale_Style == "IPA", "Indian Pale Ale", "Ale")) %>% 
  group_by(ABVGroup, Ale_Style) %>%
  summarise(count = n(), .groups = "drop")

# Create a bar graph for ABV
ABV_plot <- ggplot(data = Ale_summary_table_ABV, aes(x = factor(ABVGroup), y = count, fill = factor(Ale_Style))) +
  geom_bar(stat = "identity", position = "dodge") +
  labs(
    title = "Ale_Style by ABV level.",
    x = "ABV Ranges",
    y = "Count",
    fill = "Ale Style"
  ) +
  scale_fill_manual(values = c("Indian Pale Ale" = "red", "Ale" = "blue")) +
  theme_bw() +
 scale_x_discrete(labels = c("(.0, .020]", "(.021, .040]", "(.041, .60]", "(.061, .80]", "(.081, .100]", "(.101, .150]"))

# Combine plots into a single plot
IBU_plot + ABV_plot + plot_layout(ncol=1)

knn_model <- knn(train = merged_data6[merged_data6$Ale_Style != "other beer", c("IBU", "ABV")], test = merged_data6[merged_data6$Ale_Style == "other beer", c("IBU", "ABV")], cl = merged_data6[merged_data6$Ale_Style != "other beer", "Ale_Style"], k = 13)

ggplot(merged_data6[merged_data6$Ale_Style != "other beer", ], aes(x = IBU, y = ABV, color = Ale_Style)) + geom_point() + geom_point(data = merged_data6[merged_data6$Ale_Style == "other beer", ], aes(x = IBU, y = ABV, color = knn_model))

Path <- "C:/Users/hp/Desktop/SMU Classes/Doing Data Science/ConsumptionByState.csv"
Consumption_Data = read.csv(Path, header=TRUE)
Consumption_Data
##                                                                                                                                                                                                          state
## 1                                                                                                                                                                                                      alabama
## 2                                                                                                                                                                                                      alabama
## 3                                                                                                                                                                                                      alabama
## 4                                                                                                                                                                                                      alabama
## 5                                                                                                                                                                                                      alabama
## 6                                                                                                                                                                                                      alabama
## 7                                                                                                                                                                                                      alabama
## 8                                                                                                                                                                                                      alabama
## 9                                                                                                                                                                                                      alabama
## 10                                                                                                                                                                                                     alabama
## 11                                                                                                                                                                                                     alabama
## 12                                                                                                                                                                                                     alabama
## 13                                                                                                                                                                                                     alabama
## 14                                                                                                                                                                                                     alabama
## 15                                                                                                                                                                                                     alabama
## 16                                                                                                                                                                                                     alabama
## 17                                                                                                                                                                                                     alabama
## 18                                                                                                                                                                                                     alabama
## 19                                                                                                                                                                                                     alabama
## 20                                                                                                                                                                                                     alabama
## 21                                                                                                                                                                                                     alabama
## 22                                                                                                                                                                                                     alabama
## 23                                                                                                                                                                                                     alabama
## 24                                                                                                                                                                                                     alabama
## 25                                                                                                                                                                                                     alabama
## 26                                                                                                                                                                                                     alabama
## 27                                                                                                                                                                                                     alabama
## 28                                                                                                                                                                                                     alabama
## 29                                                                                                                                                                                                     alabama
## 30                                                                                                                                                                                                     alabama
## 31                                                                                                                                                                                                     alabama
## 32                                                                                                                                                                                                     alabama
## 33                                                                                                                                                                                                     alabama
## 34                                                                                                                                                                                                     alabama
## 35                                                                                                                                                                                                     alabama
## 36                                                                                                                                                                                                     alabama
## 37                                                                                                                                                                                                     alabama
## 38                                                                                                                                                                                                     alabama
## 39                                                                                                                                                                                                     alabama
## 40                                                                                                                                                                                                     alabama
## 41                                                                                                                                                                                                     alabama
## 42                                                                                                                                                                                                     alabama
## 43                                                                                                                                                                                                      alaska
## 44                                                                                                                                                                                                      alaska
## 45                                                                                                                                                                                                      alaska
## 46                                                                                                                                                                                                      alaska
## 47                                                                                                                                                                                                      alaska
## 48                                                                                                                                                                                                      alaska
## 49                                                                                                                                                                                                      alaska
## 50                                                                                                                                                                                                      alaska
## 51                                                                                                                                                                                                      alaska
## 52                                                                                                                                                                                                      alaska
## 53                                                                                                                                                                                                      alaska
## 54                                                                                                                                                                                                      alaska
## 55                                                                                                                                                                                                      alaska
## 56                                                                                                                                                                                                      alaska
## 57                                                                                                                                                                                                      alaska
## 58                                                                                                                                                                                                      alaska
## 59                                                                                                                                                                                                      alaska
## 60                                                                                                                                                                                                      alaska
## 61                                                                                                                                                                                                      alaska
## 62                                                                                                                                                                                                      alaska
## 63                                                                                                                                                                                                      alaska
## 64                                                                                                                                                                                                      alaska
## 65                                                                                                                                                                                                      alaska
## 66                                                                                                                                                                                                      alaska
## 67                                                                                                                                                                                                      alaska
## 68                                                                                                                                                                                                      alaska
## 69                                                                                                                                                                                                      alaska
## 70                                                                                                                                                                                                      alaska
## 71                                                                                                                                                                                                      alaska
## 72                                                                                                                                                                                                      alaska
## 73                                                                                                                                                                                                      alaska
## 74                                                                                                                                                                                                      alaska
## 75                                                                                                                                                                                                      alaska
## 76                                                                                                                                                                                                      alaska
## 77                                                                                                                                                                                                      alaska
## 78                                                                                                                                                                                                      alaska
## 79                                                                                                                                                                                                      alaska
## 80                                                                                                                                                                                                      alaska
## 81                                                                                                                                                                                                      alaska
## 82                                                                                                                                                                                                      alaska
## 83                                                                                                                                                                                                      alaska
## 84                                                                                                                                                                                                      alaska
## 85                                                                                                                                                                                                     arizona
## 86                                                                                                                                                                                                     arizona
## 87                                                                                                                                                                                                     arizona
## 88                                                                                                                                                                                                     arizona
## 89                                                                                                                                                                                                     arizona
## 90                                                                                                                                                                                                     arizona
## 91                                                                                                                                                                                                     arizona
## 92                                                                                                                                                                                                     arizona
## 93                                                                                                                                                                                                     arizona
## 94                                                                                                                                                                                                     arizona
## 95                                                                                                                                                                                                     arizona
## 96                                                                                                                                                                                                     arizona
## 97                                                                                                                                                                                                     arizona
## 98                                                                                                                                                                                                     arizona
## 99                                                                                                                                                                                                     arizona
## 100                                                                                                                                                                                                    arizona
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## 114                                                                                                                                                                                                    arizona
## 115                                                                                                                                                                                                    arizona
## 116                                                                                                                                                                                                    arizona
## 117                                                                                                                                                                                                    arizona
## 118                                                                                                                                                                                                    arizona
## 119                                                                                                                                                                                                    arizona
## 120                                                                                                                                                                                                    arizona
## 121                                                                                                                                                                                                    arizona
## 122                                                                                                                                                                                                    arizona
## 123                                                                                                                                                                                                    arizona
## 124                                                                                                                                                                                                    arizona
## 125                                                                                                                                                                                                    arizona
## 126                                                                                                                                                                                                    arizona
## 127                                                                                                                                                                                                   arkansas
## 128                                                                                                                                                                                                   arkansas
## 129                                                                                                                                                                                                   arkansas
## 130                                                                                                                                                                                                   arkansas
## 131                                                                                                                                                                                                   arkansas
## 132                                                                                                                                                                                                   arkansas
## 133                                                                                                                                                                                                   arkansas
## 134                                                                                                                                                                                                   arkansas
## 135                                                                                                                                                                                                   arkansas
## 136                                                                                                                                                                                                   arkansas
## 137                                                                                                                                                                                                   arkansas
## 138                                                                                                                                                                                                   arkansas
## 139                                                                                                                                                                                                   arkansas
## 140                                                                                                                                                                                                   arkansas
## 141                                                                                                                                                                                                   arkansas
## 142                                                                                                                                                                                                   arkansas
## 143                                                                                                                                                                                                   arkansas
## 144                                                                                                                                                                                                   arkansas
## 145                                                                                                                                                                                                   arkansas
## 146                                                                                                                                                                                                   arkansas
## 147                                                                                                                                                                                                   arkansas
## 148                                                                                                                                                                                                   arkansas
## 149                                                                                                                                                                                                   arkansas
## 150                                                                                                                                                                                                   arkansas
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## 152                                                                                                                                                                                                   arkansas
## 153                                                                                                                                                                                                   arkansas
## 154                                                                                                                                                                                                   arkansas
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## 160                                                                                                                                                                                                   arkansas
## 161                                                                                                                                                                                                   arkansas
## 162                                                                                                                                                                                                   arkansas
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## 164                                                                                                                                                                                                   arkansas
## 165                                                                                                                                                                                                   arkansas
## 166                                                                                                                                                                                                   arkansas
## 167                                                                                                                                                                                                   arkansas
## 168                                                                                                                                                                                                   arkansas
## 169                                                                                                                                                                                                 california
## 170                                                                                                                                                                                                 california
## 171                                                                                                                                                                                                 california
## 172                                                                                                                                                                                                 california
## 173                                                                                                                                                                                                 california
## 174                                                                                                                                                                                                 california
## 175                                                                                                                                                                                                 california
## 176                                                                                                                                                                                                 california
## 177                                                                                                                                                                                                 california
## 178                                                                                                                                                                                                 california
## 179                                                                                                                                                                                                 california
## 180                                                                                                                                                                                                 california
## 181                                                                                                                                                                                                 california
## 182                                                                                                                                                                                                 california
## 183                                                                                                                                                                                                 california
## 184                                                                                                                                                                                                 california
## 185                                                                                                                                                                                                 california
## 186                                                                                                                                                                                                 california
## 187                                                                                                                                                                                                 california
## 188                                                                                                                                                                                                 california
## 189                                                                                                                                                                                                 california
## 190                                                                                                                                                                                                 california
## 191                                                                                                                                                                                                 california
## 192                                                                                                                                                                                                 california
## 193                                                                                                                                                                                                 california
## 194                                                                                                                                                                                                 california
## 195                                                                                                                                                                                                 california
## 196                                                                                                                                                                                                 california
## 197                                                                                                                                                                                                 california
## 198                                                                                                                                                                                                 california
## 199                                                                                                                                                                                                 california
## 200                                                                                                                                                                                                 california
## 201                                                                                                                                                                                                 california
## 202                                                                                                                                                                                                 california
## 203                                                                                                                                                                                                 california
## 204                                                                                                                                                                                                 california
## 205                                                                                                                                                                                                 california
## 206                                                                                                                                                                                                 california
## 207                                                                                                                                                                                                 california
## 208                                                                                                                                                                                                 california
## 209                                                                                                                                                                                                 california
## 210                                                                                                                                                                                                 california
## 211                                                                                                                                                                                                   colorado
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## 253                                                                                                                                                                                                connecticut
## 254                                                                                                                                                                                                connecticut
## 255                                                                                                                                                                                                connecticut
## 256                                                                                                                                                                                                connecticut
## 257                                                                                                                                                                                                connecticut
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## 290                                                                                                                                                                                                connecticut
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## 292                                                                                                                                                                                                connecticut
## 293                                                                                                                                                                                                connecticut
## 294                                                                                                                                                                                                connecticut
## 295                                                                                                                                                                                                   delaware
## 296                                                                                                                                                                                                   delaware
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## 337                                                                                                                                                                                       district of columbia
## 338                                                                                                                                                                                       district of columbia
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## 374                                                                                                                                                                                       district of columbia
## 375                                                                                                                                                                                       district of columbia
## 376                                                                                                                                                                                       district of columbia
## 377                                                                                                                                                                                       district of columbia
## 378                                                                                                                                                                                       district of columbia
## 379                                                                                                                                                                                                    florida
## 380                                                                                                                                                                                                    florida
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## 420                                                                                                                                                                                                    florida
## 421                                                                                                                                                                                                    georgia
## 422                                                                                                                                                                                                    georgia
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## 463                                                                                                                                                                                                     hawaii
## 464                                                                                                                                                                                                     hawaii
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## 504                                                                                                                                                                                                     hawaii
## 505                                                                                                                                                                                                      idaho
## 506                                                                                                                                                                                                      idaho
## 507                                                                                                                                                                                                      idaho
## 508                                                                                                                                                                                                      idaho
## 509                                                                                                                                                                                                      idaho
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## 544                                                                                                                                                                                                      idaho
## 545                                                                                                                                                                                                      idaho
## 546                                                                                                                                                                                                      idaho
## 547                                                                                                                                                                                                   illinois
## 548                                                                                                                                                                                                   illinois
## 549                                                                                                                                                                                                   illinois
## 550                                                                                                                                                                                                   illinois
## 551                                                                                                                                                                                                   illinois
## 552                                                                                                                                                                                                   illinois
## 553                                                                                                                                                                                                   illinois
## 554                                                                                                                                                                                                   illinois
## 555                                                                                                                                                                                                   illinois
## 556                                                                                                                                                                                                   illinois
## 557                                                                                                                                                                                                   illinois
## 558                                                                                                                                                                                                   illinois
## 559                                                                                                                                                                                                   illinois
## 560                                                                                                                                                                                                   illinois
## 561                                                                                                                                                                                                   illinois
## 562                                                                                                                                                                                                   illinois
## 563                                                                                                                                                                                                   illinois
## 564                                                                                                                                                                                                   illinois
## 565                                                                                                                                                                                                   illinois
## 566                                                                                                                                                                                                   illinois
## 567                                                                                                                                                                                                   illinois
## 568                                                                                                                                                                                                   illinois
## 569                                                                                                                                                                                                   illinois
## 570                                                                                                                                                                                                   illinois
## 571                                                                                                                                                                                                   illinois
## 572                                                                                                                                                                                                   illinois
## 573                                                                                                                                                                                                   illinois
## 574                                                                                                                                                                                                   illinois
## 575                                                                                                                                                                                                   illinois
## 576                                                                                                                                                                                                   illinois
## 577                                                                                                                                                                                                   illinois
## 578                                                                                                                                                                                                   illinois
## 579                                                                                                                                                                                                   illinois
## 580                                                                                                                                                                                                   illinois
## 581                                                                                                                                                                                                   illinois
## 582                                                                                                                                                                                                   illinois
## 583                                                                                                                                                                                                   illinois
## 584                                                                                                                                                                                                   illinois
## 585                                                                                                                                                                                                   illinois
## 586                                                                                                                                                                                                   illinois
## 587                                                                                                                                                                                                   illinois
## 588                                                                                                                                                                                                   illinois
## 589                                                                                                                                                                                                    indiana
## 590                                                                                                                                                                                                    indiana
## 591                                                                                                                                                                                                    indiana
## 592                                                                                                                                                                                                    indiana
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## 594                                                                                                                                                                                                    indiana
## 595                                                                                                                                                                                                    indiana
## 596                                                                                                                                                                                                    indiana
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## 599                                                                                                                                                                                                    indiana
## 600                                                                                                                                                                                                    indiana
## 601                                                                                                                                                                                                    indiana
## 602                                                                                                                                                                                                    indiana
## 603                                                                                                                                                                                                    indiana
## 604                                                                                                                                                                                                    indiana
## 605                                                                                                                                                                                                    indiana
## 606                                                                                                                                                                                                    indiana
## 607                                                                                                                                                                                                    indiana
## 608                                                                                                                                                                                                    indiana
## 609                                                                                                                                                                                                    indiana
## 610                                                                                                                                                                                                    indiana
## 611                                                                                                                                                                                                    indiana
## 612                                                                                                                                                                                                    indiana
## 613                                                                                                                                                                                                    indiana
## 614                                                                                                                                                                                                    indiana
## 615                                                                                                                                                                                                    indiana
## 616                                                                                                                                                                                                    indiana
## 617                                                                                                                                                                                                    indiana
## 618                                                                                                                                                                                                    indiana
## 619                                                                                                                                                                                                    indiana
## 620                                                                                                                                                                                                    indiana
## 621                                                                                                                                                                                                    indiana
## 622                                                                                                                                                                                                    indiana
## 623                                                                                                                                                                                                    indiana
## 624                                                                                                                                                                                                    indiana
## 625                                                                                                                                                                                                    indiana
## 626                                                                                                                                                                                                    indiana
## 627                                                                                                                                                                                                    indiana
## 628                                                                                                                                                                                                    indiana
## 629                                                                                                                                                                                                    indiana
## 630                                                                                                                                                                                                    indiana
## 631                                                                                                                                                                                                       iowa
## 632                                                                                                                                                                                                       iowa
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## 670                                                                                                                                                                                                       iowa
## 671                                                                                                                                                                                                       iowa
## 672                                                                                                                                                                                                       iowa
## 673                                                                                                                                                                                                     kansas
## 674                                                                                                                                                                                                     kansas
## 675                                                                                                                                                                                                     kansas
## 676                                                                                                                                                                                                     kansas
## 677                                                                                                                                                                                                     kansas
## 678                                                                                                                                                                                                     kansas
## 679                                                                                                                                                                                                     kansas
## 680                                                                                                                                                                                                     kansas
## 681                                                                                                                                                                                                     kansas
## 682                                                                                                                                                                                                     kansas
## 683                                                                                                                                                                                                     kansas
## 684                                                                                                                                                                                                     kansas
## 685                                                                                                                                                                                                     kansas
## 686                                                                                                                                                                                                     kansas
## 687                                                                                                                                                                                                     kansas
## 688                                                                                                                                                                                                     kansas
## 689                                                                                                                                                                                                     kansas
## 690                                                                                                                                                                                                     kansas
## 691                                                                                                                                                                                                     kansas
## 692                                                                                                                                                                                                     kansas
## 693                                                                                                                                                                                                     kansas
## 694                                                                                                                                                                                                     kansas
## 695                                                                                                                                                                                                     kansas
## 696                                                                                                                                                                                                     kansas
## 697                                                                                                                                                                                                     kansas
## 698                                                                                                                                                                                                     kansas
## 699                                                                                                                                                                                                     kansas
## 700                                                                                                                                                                                                     kansas
## 701                                                                                                                                                                                                     kansas
## 702                                                                                                                                                                                                     kansas
## 703                                                                                                                                                                                                     kansas
## 704                                                                                                                                                                                                     kansas
## 705                                                                                                                                                                                                     kansas
## 706                                                                                                                                                                                                     kansas
## 707                                                                                                                                                                                                     kansas
## 708                                                                                                                                                                                                     kansas
## 709                                                                                                                                                                                                     kansas
## 710                                                                                                                                                                                                     kansas
## 711                                                                                                                                                                                                     kansas
## 712                                                                                                                                                                                                     kansas
## 713                                                                                                                                                                                                     kansas
## 714                                                                                                                                                                                                     kansas
## 715                                                                                                                                                                                                   kentucky
## 716                                                                                                                                                                                                   kentucky
## 717                                                                                                                                                                                                   kentucky
## 718                                                                                                                                                                                                   kentucky
## 719                                                                                                                                                                                                   kentucky
## 720                                                                                                                                                                                                   kentucky
## 721                                                                                                                                                                                                   kentucky
## 722                                                                                                                                                                                                   kentucky
## 723                                                                                                                                                                                                   kentucky
## 724                                                                                                                                                                                                   kentucky
## 725                                                                                                                                                                                                   kentucky
## 726                                                                                                                                                                                                   kentucky
## 727                                                                                                                                                                                                   kentucky
## 728                                                                                                                                                                                                   kentucky
## 729                                                                                                                                                                                                   kentucky
## 730                                                                                                                                                                                                   kentucky
## 731                                                                                                                                                                                                   kentucky
## 732                                                                                                                                                                                                   kentucky
## 733                                                                                                                                                                                                   kentucky
## 734                                                                                                                                                                                                   kentucky
## 735                                                                                                                                                                                                   kentucky
## 736                                                                                                                                                                                                   kentucky
## 737                                                                                                                                                                                                   kentucky
## 738                                                                                                                                                                                                   kentucky
## 739                                                                                                                                                                                                   kentucky
## 740                                                                                                                                                                                                   kentucky
## 741                                                                                                                                                                                                   kentucky
## 742                                                                                                                                                                                                   kentucky
## 743                                                                                                                                                                                                   kentucky
## 744                                                                                                                                                                                                   kentucky
## 745                                                                                                                                                                                                   kentucky
## 746                                                                                                                                                                                                   kentucky
## 747                                                                                                                                                                                                   kentucky
## 748                                                                                                                                                                                                   kentucky
## 749                                                                                                                                                                                                   kentucky
## 750                                                                                                                                                                                                   kentucky
## 751                                                                                                                                                                                                   kentucky
## 752                                                                                                                                                                                                   kentucky
## 753                                                                                                                                                                                                   kentucky
## 754                                                                                                                                                                                                   kentucky
## 755                                                                                                                                                                                                   kentucky
## 756                                                                                                                                                                                                   kentucky
## 757                                                                                                                                                                                                  louisiana
## 758                                                                                                                                                                                                  louisiana
## 759                                                                                                                                                                                                  louisiana
## 760                                                                                                                                                                                                  louisiana
## 761                                                                                                                                                                                                  louisiana
## 762                                                                                                                                                                                                  louisiana
## 763                                                                                                                                                                                                  louisiana
## 764                                                                                                                                                                                                  louisiana
## 765                                                                                                                                                                                                  louisiana
## 766                                                                                                                                                                                                  louisiana
## 767                                                                                                                                                                                                  louisiana
## 768                                                                                                                                                                                                  louisiana
## 769                                                                                                                                                                                                  louisiana
## 770                                                                                                                                                                                                  louisiana
## 771                                                                                                                                                                                                  louisiana
## 772                                                                                                                                                                                                  louisiana
## 773                                                                                                                                                                                                  louisiana
## 774                                                                                                                                                                                                  louisiana
## 775                                                                                                                                                                                                  louisiana
## 776                                                                                                                                                                                                  louisiana
## 777                                                                                                                                                                                                  louisiana
## 778                                                                                                                                                                                                  louisiana
## 779                                                                                                                                                                                                  louisiana
## 780                                                                                                                                                                                                  louisiana
## 781                                                                                                                                                                                                  louisiana
## 782                                                                                                                                                                                                  louisiana
## 783                                                                                                                                                                                                  louisiana
## 784                                                                                                                                                                                                  louisiana
## 785                                                                                                                                                                                                  louisiana
## 786                                                                                                                                                                                                  louisiana
## 787                                                                                                                                                                                                  louisiana
## 788                                                                                                                                                                                                  louisiana
## 789                                                                                                                                                                                                  louisiana
## 790                                                                                                                                                                                                  louisiana
## 791                                                                                                                                                                                                  louisiana
## 792                                                                                                                                                                                                  louisiana
## 793                                                                                                                                                                                                  louisiana
## 794                                                                                                                                                                                                  louisiana
## 795                                                                                                                                                                                                  louisiana
## 796                                                                                                                                                                                                  louisiana
## 797                                                                                                                                                                                                  louisiana
## 798                                                                                                                                                                                                  louisiana
## 799                                                                                                                                                                                                      maine
## 800                                                                                                                                                                                                      maine
## 801                                                                                                                                                                                                      maine
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## 814                                                                                                                                                                                                      maine
## 815                                                                                                                                                                                                      maine
## 816                                                                                                                                                                                                      maine
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## 818                                                                                                                                                                                                      maine
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## 820                                                                                                                                                                                                      maine
## 821                                                                                                                                                                                                      maine
## 822                                                                                                                                                                                                      maine
## 823                                                                                                                                                                                                      maine
## 824                                                                                                                                                                                                      maine
## 825                                                                                                                                                                                                      maine
## 826                                                                                                                                                                                                      maine
## 827                                                                                                                                                                                                      maine
## 828                                                                                                                                                                                                      maine
## 829                                                                                                                                                                                                      maine
## 830                                                                                                                                                                                                      maine
## 831                                                                                                                                                                                                      maine
## 832                                                                                                                                                                                                      maine
## 833                                                                                                                                                                                                      maine
## 834                                                                                                                                                                                                      maine
## 835                                                                                                                                                                                                      maine
## 836                                                                                                                                                                                                      maine
## 837                                                                                                                                                                                                      maine
## 838                                                                                                                                                                                                      maine
## 839                                                                                                                                                                                                      maine
## 840                                                                                                                                                                                                      maine
## 841                                                                                                                                                                                                   maryland
## 842                                                                                                                                                                                                   maryland
## 843                                                                                                                                                                                                   maryland
## 844                                                                                                                                                                                                   maryland
## 845                                                                                                                                                                                                   maryland
## 846                                                                                                                                                                                                   maryland
## 847                                                                                                                                                                                                   maryland
## 848                                                                                                                                                                                                   maryland
## 849                                                                                                                                                                                                   maryland
## 850                                                                                                                                                                                                   maryland
## 851                                                                                                                                                                                                   maryland
## 852                                                                                                                                                                                                   maryland
## 853                                                                                                                                                                                                   maryland
## 854                                                                                                                                                                                                   maryland
## 855                                                                                                                                                                                                   maryland
## 856                                                                                                                                                                                                   maryland
## 857                                                                                                                                                                                                   maryland
## 858                                                                                                                                                                                                   maryland
## 859                                                                                                                                                                                                   maryland
## 860                                                                                                                                                                                                   maryland
## 861                                                                                                                                                                                                   maryland
## 862                                                                                                                                                                                                   maryland
## 863                                                                                                                                                                                                   maryland
## 864                                                                                                                                                                                                   maryland
## 865                                                                                                                                                                                                   maryland
## 866                                                                                                                                                                                                   maryland
## 867                                                                                                                                                                                                   maryland
## 868                                                                                                                                                                                                   maryland
## 869                                                                                                                                                                                                   maryland
## 870                                                                                                                                                                                                   maryland
## 871                                                                                                                                                                                                   maryland
## 872                                                                                                                                                                                                   maryland
## 873                                                                                                                                                                                                   maryland
## 874                                                                                                                                                                                                   maryland
## 875                                                                                                                                                                                                   maryland
## 876                                                                                                                                                                                                   maryland
## 877                                                                                                                                                                                                   maryland
## 878                                                                                                                                                                                                   maryland
## 879                                                                                                                                                                                                   maryland
## 880                                                                                                                                                                                                   maryland
## 881                                                                                                                                                                                                   maryland
## 882                                                                                                                                                                                                   maryland
## 883                                                                                                                                                                                              massachusetts
## 884                                                                                                                                                                                              massachusetts
## 885                                                                                                                                                                                              massachusetts
## 886                                                                                                                                                                                              massachusetts
## 887                                                                                                                                                                                              massachusetts
## 888                                                                                                                                                                                              massachusetts
## 889                                                                                                                                                                                              massachusetts
## 890                                                                                                                                                                                              massachusetts
## 891                                                                                                                                                                                              massachusetts
## 892                                                                                                                                                                                              massachusetts
## 893                                                                                                                                                                                              massachusetts
## 894                                                                                                                                                                                              massachusetts
## 895                                                                                                                                                                                              massachusetts
## 896                                                                                                                                                                                              massachusetts
## 897                                                                                                                                                                                              massachusetts
## 898                                                                                                                                                                                              massachusetts
## 899                                                                                                                                                                                              massachusetts
## 900                                                                                                                                                                                              massachusetts
## 901                                                                                                                                                                                              massachusetts
## 902                                                                                                                                                                                              massachusetts
## 903                                                                                                                                                                                              massachusetts
## 904                                                                                                                                                                                              massachusetts
## 905                                                                                                                                                                                              massachusetts
## 906                                                                                                                                                                                              massachusetts
## 907                                                                                                                                                                                              massachusetts
## 908                                                                                                                                                                                              massachusetts
## 909                                                                                                                                                                                              massachusetts
## 910                                                                                                                                                                                              massachusetts
## 911                                                                                                                                                                                              massachusetts
## 912                                                                                                                                                                                              massachusetts
## 913                                                                                                                                                                                              massachusetts
## 914                                                                                                                                                                                              massachusetts
## 915                                                                                                                                                                                              massachusetts
## 916                                                                                                                                                                                              massachusetts
## 917                                                                                                                                                                                              massachusetts
## 918                                                                                                                                                                                              massachusetts
## 919                                                                                                                                                                                              massachusetts
## 920                                                                                                                                                                                              massachusetts
## 921                                                                                                                                                                                              massachusetts
## 922                                                                                                                                                                                              massachusetts
## 923                                                                                                                                                                                              massachusetts
## 924                                                                                                                                                                                              massachusetts
## 925                                                                                                                                                                                                   michigan
## 926                                                                                                                                                                                                   michigan
## 927                                                                                                                                                                                                   michigan
## 928                                                                                                                                                                                                   michigan
## 929                                                                                                                                                                                                   michigan
## 930                                                                                                                                                                                                   michigan
## 931                                                                                                                                                                                                   michigan
## 932                                                                                                                                                                                                   michigan
## 933                                                                                                                                                                                                   michigan
## 934                                                                                                                                                                                                   michigan
## 935                                                                                                                                                                                                   michigan
## 936                                                                                                                                                                                                   michigan
## 937                                                                                                                                                                                                   michigan
## 938                                                                                                                                                                                                   michigan
## 939                                                                                                                                                                                                   michigan
## 940                                                                                                                                                                                                   michigan
## 941                                                                                                                                                                                                   michigan
## 942                                                                                                                                                                                                   michigan
## 943                                                                                                                                                                                                   michigan
## 944                                                                                                                                                                                                   michigan
## 945                                                                                                                                                                                                   michigan
## 946                                                                                                                                                                                                   michigan
## 947                                                                                                                                                                                                   michigan
## 948                                                                                                                                                                                                   michigan
## 949                                                                                                                                                                                                   michigan
## 950                                                                                                                                                                                                   michigan
## 951                                                                                                                                                                                                   michigan
## 952                                                                                                                                                                                                   michigan
## 953                                                                                                                                                                                                   michigan
## 954                                                                                                                                                                                                   michigan
## 955                                                                                                                                                                                                   michigan
## 956                                                                                                                                                                                                   michigan
## 957                                                                                                                                                                                                   michigan
## 958                                                                                                                                                                                                   michigan
## 959                                                                                                                                                                                                   michigan
## 960                                                                                                                                                                                                   michigan
## 961                                                                                                                                                                                                   michigan
## 962                                                                                                                                                                                                   michigan
## 963                                                                                                                                                                                                   michigan
## 964                                                                                                                                                                                                   michigan
## 965                                                                                                                                                                                                   michigan
## 966                                                                                                                                                                                                   michigan
## 967                                                                                                                                                                                                  minnesota
## 968                                                                                                                                                                                                  minnesota
## 969                                                                                                                                                                                                  minnesota
## 970                                                                                                                                                                                                  minnesota
## 971                                                                                                                                                                                                  minnesota
## 972                                                                                                                                                                                                  minnesota
## 973                                                                                                                                                                                                  minnesota
## 974                                                                                                                                                                                                  minnesota
## 975                                                                                                                                                                                                  minnesota
## 976                                                                                                                                                                                                  minnesota
## 977                                                                                                                                                                                                  minnesota
## 978                                                                                                                                                                                                  minnesota
## 979                                                                                                                                                                                                  minnesota
## 980                                                                                                                                                                                                  minnesota
## 981                                                                                                                                                                                                  minnesota
## 982                                                                                                                                                                                                  minnesota
## 983                                                                                                                                                                                                  minnesota
## 984                                                                                                                                                                                                  minnesota
## 985                                                                                                                                                                                                  minnesota
## 986                                                                                                                                                                                                  minnesota
## 987                                                                                                                                                                                                  minnesota
## 988                                                                                                                                                                                                  minnesota
## 989                                                                                                                                                                                                  minnesota
## 990                                                                                                                                                                                                  minnesota
## 991                                                                                                                                                                                                  minnesota
## 992                                                                                                                                                                                                  minnesota
## 993                                                                                                                                                                                                  minnesota
## 994                                                                                                                                                                                                  minnesota
## 995                                                                                                                                                                                                  minnesota
## 996                                                                                                                                                                                                  minnesota
## 997                                                                                                                                                                                                  minnesota
## 998                                                                                                                                                                                                  minnesota
## 999                                                                                                                                                                                                  minnesota
## 1000                                                                                                                                                                                                 minnesota
## 1001                                                                                                                                                                                                 minnesota
## 1002                                                                                                                                                                                                 minnesota
## 1003                                                                                                                                                                                                 minnesota
## 1004                                                                                                                                                                                                 minnesota
## 1005                                                                                                                                                                                                 minnesota
## 1006                                                                                                                                                                                                 minnesota
## 1007                                                                                                                                                                                                 minnesota
## 1008                                                                                                                                                                                                 minnesota
## 1009                                                                                                                                                                                               mississippi
## 1010                                                                                                                                                                                               mississippi
## 1011                                                                                                                                                                                               mississippi
## 1012                                                                                                                                                                                               mississippi
## 1013                                                                                                                                                                                               mississippi
## 1014                                                                                                                                                                                               mississippi
## 1015                                                                                                                                                                                               mississippi
## 1016                                                                                                                                                                                               mississippi
## 1017                                                                                                                                                                                               mississippi
## 1018                                                                                                                                                                                               mississippi
## 1019                                                                                                                                                                                               mississippi
## 1020                                                                                                                                                                                               mississippi
## 1021                                                                                                                                                                                               mississippi
## 1022                                                                                                                                                                                               mississippi
## 1023                                                                                                                                                                                               mississippi
## 1024                                                                                                                                                                                               mississippi
## 1025                                                                                                                                                                                               mississippi
## 1026                                                                                                                                                                                               mississippi
## 1027                                                                                                                                                                                               mississippi
## 1028                                                                                                                                                                                               mississippi
## 1029                                                                                                                                                                                               mississippi
## 1030                                                                                                                                                                                               mississippi
## 1031                                                                                                                                                                                               mississippi
## 1032                                                                                                                                                                                               mississippi
## 1033                                                                                                                                                                                               mississippi
## 1034                                                                                                                                                                                               mississippi
## 1035                                                                                                                                                                                               mississippi
## 1036                                                                                                                                                                                               mississippi
## 1037                                                                                                                                                                                               mississippi
## 1038                                                                                                                                                                                               mississippi
## 1039                                                                                                                                                                                               mississippi
## 1040                                                                                                                                                                                               mississippi
## 1041                                                                                                                                                                                               mississippi
## 1042                                                                                                                                                                                               mississippi
## 1043                                                                                                                                                                                               mississippi
## 1044                                                                                                                                                                                               mississippi
## 1045                                                                                                                                                                                               mississippi
## 1046                                                                                                                                                                                               mississippi
## 1047                                                                                                                                                                                               mississippi
## 1048                                                                                                                                                                                               mississippi
## 1049                                                                                                                                                                                               mississippi
## 1050                                                                                                                                                                                               mississippi
## 1051                                                                                                                                                                                                  missouri
## 1052                                                                                                                                                                                                  missouri
## 1053                                                                                                                                                                                                  missouri
## 1054                                                                                                                                                                                                  missouri
## 1055                                                                                                                                                                                                  missouri
## 1056                                                                                                                                                                                                  missouri
## 1057                                                                                                                                                                                                  missouri
## 1058                                                                                                                                                                                                  missouri
## 1059                                                                                                                                                                                                  missouri
## 1060                                                                                                                                                                                                  missouri
## 1061                                                                                                                                                                                                  missouri
## 1062                                                                                                                                                                                                  missouri
## 1063                                                                                                                                                                                                  missouri
## 1064                                                                                                                                                                                                  missouri
## 1065                                                                                                                                                                                                  missouri
## 1066                                                                                                                                                                                                  missouri
## 1067                                                                                                                                                                                                  missouri
## 1068                                                                                                                                                                                                  missouri
## 1069                                                                                                                                                                                                  missouri
## 1070                                                                                                                                                                                                  missouri
## 1071                                                                                                                                                                                                  missouri
## 1072                                                                                                                                                                                                  missouri
## 1073                                                                                                                                                                                                  missouri
## 1074                                                                                                                                                                                                  missouri
## 1075                                                                                                                                                                                                  missouri
## 1076                                                                                                                                                                                                  missouri
## 1077                                                                                                                                                                                                  missouri
## 1078                                                                                                                                                                                                  missouri
## 1079                                                                                                                                                                                                  missouri
## 1080                                                                                                                                                                                                  missouri
## 1081                                                                                                                                                                                                  missouri
## 1082                                                                                                                                                                                                  missouri
## 1083                                                                                                                                                                                                  missouri
## 1084                                                                                                                                                                                                  missouri
## 1085                                                                                                                                                                                                  missouri
## 1086                                                                                                                                                                                                  missouri
## 1087                                                                                                                                                                                                  missouri
## 1088                                                                                                                                                                                                  missouri
## 1089                                                                                                                                                                                                  missouri
## 1090                                                                                                                                                                                                  missouri
## 1091                                                                                                                                                                                                  missouri
## 1092                                                                                                                                                                                                  missouri
## 1093                                                                                                                                                                                                   montana
## 1094                                                                                                                                                                                                   montana
## 1095                                                                                                                                                                                                   montana
## 1096                                                                                                                                                                                                   montana
## 1097                                                                                                                                                                                                   montana
## 1098                                                                                                                                                                                                   montana
## 1099                                                                                                                                                                                                   montana
## 1100                                                                                                                                                                                                   montana
## 1101                                                                                                                                                                                                   montana
## 1102                                                                                                                                                                                                   montana
## 1103                                                                                                                                                                                                   montana
## 1104                                                                                                                                                                                                   montana
## 1105                                                                                                                                                                                                   montana
## 1106                                                                                                                                                                                                   montana
## 1107                                                                                                                                                                                                   montana
## 1108                                                                                                                                                                                                   montana
## 1109                                                                                                                                                                                                   montana
## 1110                                                                                                                                                                                                   montana
## 1111                                                                                                                                                                                                   montana
## 1112                                                                                                                                                                                                   montana
## 1113                                                                                                                                                                                                   montana
## 1114                                                                                                                                                                                                   montana
## 1115                                                                                                                                                                                                   montana
## 1116                                                                                                                                                                                                   montana
## 1117                                                                                                                                                                                                   montana
## 1118                                                                                                                                                                                                   montana
## 1119                                                                                                                                                                                                   montana
## 1120                                                                                                                                                                                                   montana
## 1121                                                                                                                                                                                                   montana
## 1122                                                                                                                                                                                                   montana
## 1123                                                                                                                                                                                                   montana
## 1124                                                                                                                                                                                                   montana
## 1125                                                                                                                                                                                                   montana
## 1126                                                                                                                                                                                                   montana
## 1127                                                                                                                                                                                                   montana
## 1128                                                                                                                                                                                                   montana
## 1129                                                                                                                                                                                                   montana
## 1130                                                                                                                                                                                                   montana
## 1131                                                                                                                                                                                                   montana
## 1132                                                                                                                                                                                                   montana
## 1133                                                                                                                                                                                                   montana
## 1134                                                                                                                                                                                                   montana
## 1135                                                                                                                                                                                                  nebraska
## 1136                                                                                                                                                                                                  nebraska
## 1137                                                                                                                                                                                                  nebraska
## 1138                                                                                                                                                                                                  nebraska
## 1139                                                                                                                                                                                                  nebraska
## 1140                                                                                                                                                                                                  nebraska
## 1141                                                                                                                                                                                                  nebraska
## 1142                                                                                                                                                                                                  nebraska
## 1143                                                                                                                                                                                                  nebraska
## 1144                                                                                                                                                                                                  nebraska
## 1145                                                                                                                                                                                                  nebraska
## 1146                                                                                                                                                                                                  nebraska
## 1147                                                                                                                                                                                                  nebraska
## 1148                                                                                                                                                                                                  nebraska
## 1149                                                                                                                                                                                                  nebraska
## 1150                                                                                                                                                                                                  nebraska
## 1151                                                                                                                                                                                                  nebraska
## 1152                                                                                                                                                                                                  nebraska
## 1153                                                                                                                                                                                                  nebraska
## 1154                                                                                                                                                                                                  nebraska
## 1155                                                                                                                                                                                                  nebraska
## 1156                                                                                                                                                                                                  nebraska
## 1157                                                                                                                                                                                                  nebraska
## 1158                                                                                                                                                                                                  nebraska
## 1159                                                                                                                                                                                                  nebraska
## 1160                                                                                                                                                                                                  nebraska
## 1161                                                                                                                                                                                                  nebraska
## 1162                                                                                                                                                                                                  nebraska
## 1163                                                                                                                                                                                                  nebraska
## 1164                                                                                                                                                                                                  nebraska
## 1165                                                                                                                                                                                                  nebraska
## 1166                                                                                                                                                                                                  nebraska
## 1167                                                                                                                                                                                                  nebraska
## 1168                                                                                                                                                                                                  nebraska
## 1169                                                                                                                                                                                                  nebraska
## 1170                                                                                                                                                                                                  nebraska
## 1171                                                                                                                                                                                                  nebraska
## 1172                                                                                                                                                                                                  nebraska
## 1173                                                                                                                                                                                                  nebraska
## 1174                                                                                                                                                                                                  nebraska
## 1175                                                                                                                                                                                                  nebraska
## 1176                                                                                                                                                                                                  nebraska
## 1177                                                                                                                                                                                                    nevada
## 1178                                                                                                                                                                                                    nevada
## 1179                                                                                                                                                                                                    nevada
## 1180                                                                                                                                                                                                    nevada
## 1181                                                                                                                                                                                                    nevada
## 1182                                                                                                                                                                                                    nevada
## 1183                                                                                                                                                                                                    nevada
## 1184                                                                                                                                                                                                    nevada
## 1185                                                                                                                                                                                                    nevada
## 1186                                                                                                                                                                                                    nevada
## 1187                                                                                                                                                                                                    nevada
## 1188                                                                                                                                                                                                    nevada
## 1189                                                                                                                                                                                                    nevada
## 1190                                                                                                                                                                                                    nevada
## 1191                                                                                                                                                                                                    nevada
## 1192                                                                                                                                                                                                    nevada
## 1193                                                                                                                                                                                                    nevada
## 1194                                                                                                                                                                                                    nevada
## 1195                                                                                                                                                                                                    nevada
## 1196                                                                                                                                                                                                    nevada
## 1197                                                                                                                                                                                                    nevada
## 1198                                                                                                                                                                                                    nevada
## 1199                                                                                                                                                                                                    nevada
## 1200                                                                                                                                                                                                    nevada
## 1201                                                                                                                                                                                                    nevada
## 1202                                                                                                                                                                                                    nevada
## 1203                                                                                                                                                                                                    nevada
## 1204                                                                                                                                                                                                    nevada
## 1205                                                                                                                                                                                                    nevada
## 1206                                                                                                                                                                                                    nevada
## 1207                                                                                                                                                                                                    nevada
## 1208                                                                                                                                                                                                    nevada
## 1209                                                                                                                                                                                                    nevada
## 1210                                                                                                                                                                                                    nevada
## 1211                                                                                                                                                                                                    nevada
## 1212                                                                                                                                                                                                    nevada
## 1213                                                                                                                                                                                                    nevada
## 1214                                                                                                                                                                                                    nevada
## 1215                                                                                                                                                                                                    nevada
## 1216                                                                                                                                                                                                    nevada
## 1217                                                                                                                                                                                                    nevada
## 1218                                                                                                                                                                                                    nevada
## 1219                                                                                                                                                                                             new hampshire
## 1220                                                                                                                                                                                             new hampshire
## 1221                                                                                                                                                                                             new hampshire
## 1222                                                                                                                                                                                             new hampshire
## 1223                                                                                                                                                                                             new hampshire
## 1224                                                                                                                                                                                             new hampshire
## 1225                                                                                                                                                                                             new hampshire
## 1226                                                                                                                                                                                             new hampshire
## 1227                                                                                                                                                                                             new hampshire
## 1228                                                                                                                                                                                             new hampshire
## 1229                                                                                                                                                                                             new hampshire
## 1230                                                                                                                                                                                             new hampshire
## 1231                                                                                                                                                                                             new hampshire
## 1232                                                                                                                                                                                             new hampshire
## 1233                                                                                                                                                                                             new hampshire
## 1234                                                                                                                                                                                             new hampshire
## 1235                                                                                                                                                                                             new hampshire
## 1236                                                                                                                                                                                             new hampshire
## 1237                                                                                                                                                                                             new hampshire
## 1238                                                                                                                                                                                             new hampshire
## 1239                                                                                                                                                                                             new hampshire
## 1240                                                                                                                                                                                             new hampshire
## 1241                                                                                                                                                                                             new hampshire
## 1242                                                                                                                                                                                             new hampshire
## 1243                                                                                                                                                                                             new hampshire
## 1244                                                                                                                                                                                             new hampshire
## 1245                                                                                                                                                                                             new hampshire
## 1246                                                                                                                                                                                             new hampshire
## 1247                                                                                                                                                                                             new hampshire
## 1248                                                                                                                                                                                             new hampshire
## 1249                                                                                                                                                                                             new hampshire
## 1250                                                                                                                                                                                             new hampshire
## 1251                                                                                                                                                                                             new hampshire
## 1252                                                                                                                                                                                             new hampshire
## 1253                                                                                                                                                                                             new hampshire
## 1254                                                                                                                                                                                             new hampshire
## 1255                                                                                                                                                                                             new hampshire
## 1256                                                                                                                                                                                             new hampshire
## 1257                                                                                                                                                                                             new hampshire
## 1258                                                                                                                                                                                             new hampshire
## 1259                                                                                                                                                                                             new hampshire
## 1260                                                                                                                                                                                             new hampshire
## 1261                                                                                                                                                                                                new jersey
## 1262                                                                                                                                                                                                new jersey
## 1263                                                                                                                                                                                                new jersey
## 1264                                                                                                                                                                                                new jersey
## 1265                                                                                                                                                                                                new jersey
## 1266                                                                                                                                                                                                new jersey
## 1267                                                                                                                                                                                                new jersey
## 1268                                                                                                                                                                                                new jersey
## 1269                                                                                                                                                                                                new jersey
## 1270                                                                                                                                                                                                new jersey
## 1271                                                                                                                                                                                                new jersey
## 1272                                                                                                                                                                                                new jersey
## 1273                                                                                                                                                                                                new jersey
## 1274                                                                                                                                                                                                new jersey
## 1275                                                                                                                                                                                                new jersey
## 1276                                                                                                                                                                                                new jersey
## 1277                                                                                                                                                                                                new jersey
## 1278                                                                                                                                                                                                new jersey
## 1279                                                                                                                                                                                                new jersey
## 1280                                                                                                                                                                                                new jersey
## 1281                                                                                                                                                                                                new jersey
## 1282                                                                                                                                                                                                new jersey
## 1283                                                                                                                                                                                                new jersey
## 1284                                                                                                                                                                                                new jersey
## 1285                                                                                                                                                                                                new jersey
## 1286                                                                                                                                                                                                new jersey
## 1287                                                                                                                                                                                                new jersey
## 1288                                                                                                                                                                                                new jersey
## 1289                                                                                                                                                                                                new jersey
## 1290                                                                                                                                                                                                new jersey
## 1291                                                                                                                                                                                                new jersey
## 1292                                                                                                                                                                                                new jersey
## 1293                                                                                                                                                                                                new jersey
## 1294                                                                                                                                                                                                new jersey
## 1295                                                                                                                                                                                                new jersey
## 1296                                                                                                                                                                                                new jersey
## 1297                                                                                                                                                                                                new jersey
## 1298                                                                                                                                                                                                new jersey
## 1299                                                                                                                                                                                                new jersey
## 1300                                                                                                                                                                                                new jersey
## 1301                                                                                                                                                                                                new jersey
## 1302                                                                                                                                                                                                new jersey
## 1303                                                                                                                                                                                                new mexico
## 1304                                                                                                                                                                                                new mexico
## 1305                                                                                                                                                                                                new mexico
## 1306                                                                                                                                                                                                new mexico
## 1307                                                                                                                                                                                                new mexico
## 1308                                                                                                                                                                                                new mexico
## 1309                                                                                                                                                                                                new mexico
## 1310                                                                                                                                                                                                new mexico
## 1311                                                                                                                                                                                                new mexico
## 1312                                                                                                                                                                                                new mexico
## 1313                                                                                                                                                                                                new mexico
## 1314                                                                                                                                                                                                new mexico
## 1315                                                                                                                                                                                                new mexico
## 1316                                                                                                                                                                                                new mexico
## 1317                                                                                                                                                                                                new mexico
## 1318                                                                                                                                                                                                new mexico
## 1319                                                                                                                                                                                                new mexico
## 1320                                                                                                                                                                                                new mexico
## 1321                                                                                                                                                                                                new mexico
## 1322                                                                                                                                                                                                new mexico
## 1323                                                                                                                                                                                                new mexico
## 1324                                                                                                                                                                                                new mexico
## 1325                                                                                                                                                                                                new mexico
## 1326                                                                                                                                                                                                new mexico
## 1327                                                                                                                                                                                                new mexico
## 1328                                                                                                                                                                                                new mexico
## 1329                                                                                                                                                                                                new mexico
## 1330                                                                                                                                                                                                new mexico
## 1331                                                                                                                                                                                                new mexico
## 1332                                                                                                                                                                                                new mexico
## 1333                                                                                                                                                                                                new mexico
## 1334                                                                                                                                                                                                new mexico
## 1335                                                                                                                                                                                                new mexico
## 1336                                                                                                                                                                                                new mexico
## 1337                                                                                                                                                                                                new mexico
## 1338                                                                                                                                                                                                new mexico
## 1339                                                                                                                                                                                                new mexico
## 1340                                                                                                                                                                                                new mexico
## 1341                                                                                                                                                                                                new mexico
## 1342                                                                                                                                                                                                new mexico
## 1343                                                                                                                                                                                                new mexico
## 1344                                                                                                                                                                                                new mexico
## 1345                                                                                                                                                                                                  new york
## 1346                                                                                                                                                                                                  new york
## 1347                                                                                                                                                                                                  new york
## 1348                                                                                                                                                                                                  new york
## 1349                                                                                                                                                                                                  new york
## 1350                                                                                                                                                                                                  new york
## 1351                                                                                                                                                                                                  new york
## 1352                                                                                                                                                                                                  new york
## 1353                                                                                                                                                                                                  new york
## 1354                                                                                                                                                                                                  new york
## 1355                                                                                                                                                                                                  new york
## 1356                                                                                                                                                                                                  new york
## 1357                                                                                                                                                                                                  new york
## 1358                                                                                                                                                                                                  new york
## 1359                                                                                                                                                                                                  new york
## 1360                                                                                                                                                                                                  new york
## 1361                                                                                                                                                                                                  new york
## 1362                                                                                                                                                                                                  new york
## 1363                                                                                                                                                                                                  new york
## 1364                                                                                                                                                                                                  new york
## 1365                                                                                                                                                                                                  new york
## 1366                                                                                                                                                                                                  new york
## 1367                                                                                                                                                                                                  new york
## 1368                                                                                                                                                                                                  new york
## 1369                                                                                                                                                                                                  new york
## 1370                                                                                                                                                                                                  new york
## 1371                                                                                                                                                                                                  new york
## 1372                                                                                                                                                                                                  new york
## 1373                                                                                                                                                                                                  new york
## 1374                                                                                                                                                                                                  new york
## 1375                                                                                                                                                                                                  new york
## 1376                                                                                                                                                                                                  new york
## 1377                                                                                                                                                                                                  new york
## 1378                                                                                                                                                                                                  new york
## 1379                                                                                                                                                                                                  new york
## 1380                                                                                                                                                                                                  new york
## 1381                                                                                                                                                                                                  new york
## 1382                                                                                                                                                                                                  new york
## 1383                                                                                                                                                                                                  new york
## 1384                                                                                                                                                                                                  new york
## 1385                                                                                                                                                                                                  new york
## 1386                                                                                                                                                                                                  new york
## 1387                                                                                                                                                                                            north carolina
## 1388                                                                                                                                                                                            north carolina
## 1389                                                                                                                                                                                            north carolina
## 1390                                                                                                                                                                                            north carolina
## 1391                                                                                                                                                                                            north carolina
## 1392                                                                                                                                                                                            north carolina
## 1393                                                                                                                                                                                            north carolina
## 1394                                                                                                                                                                                            north carolina
## 1395                                                                                                                                                                                            north carolina
## 1396                                                                                                                                                                                            north carolina
## 1397                                                                                                                                                                                            north carolina
## 1398                                                                                                                                                                                            north carolina
## 1399                                                                                                                                                                                            north carolina
## 1400                                                                                                                                                                                            north carolina
## 1401                                                                                                                                                                                            north carolina
## 1402                                                                                                                                                                                            north carolina
## 1403                                                                                                                                                                                            north carolina
## 1404                                                                                                                                                                                            north carolina
## 1405                                                                                                                                                                                            north carolina
## 1406                                                                                                                                                                                            north carolina
## 1407                                                                                                                                                                                            north carolina
## 1408                                                                                                                                                                                            north carolina
## 1409                                                                                                                                                                                            north carolina
## 1410                                                                                                                                                                                            north carolina
## 1411                                                                                                                                                                                            north carolina
## 1412                                                                                                                                                                                            north carolina
## 1413                                                                                                                                                                                            north carolina
## 1414                                                                                                                                                                                            north carolina
## 1415                                                                                                                                                                                            north carolina
## 1416                                                                                                                                                                                            north carolina
## 1417                                                                                                                                                                                            north carolina
## 1418                                                                                                                                                                                            north carolina
## 1419                                                                                                                                                                                            north carolina
## 1420                                                                                                                                                                                            north carolina
## 1421                                                                                                                                                                                            north carolina
## 1422                                                                                                                                                                                            north carolina
## 1423                                                                                                                                                                                            north carolina
## 1424                                                                                                                                                                                            north carolina
## 1425                                                                                                                                                                                            north carolina
## 1426                                                                                                                                                                                            north carolina
## 1427                                                                                                                                                                                            north carolina
## 1428                                                                                                                                                                                            north carolina
## 1429                                                                                                                                                                                              north dakota
## 1430                                                                                                                                                                                              north dakota
## 1431                                                                                                                                                                                              north dakota
## 1432                                                                                                                                                                                              north dakota
## 1433                                                                                                                                                                                              north dakota
## 1434                                                                                                                                                                                              north dakota
## 1435                                                                                                                                                                                              north dakota
## 1436                                                                                                                                                                                              north dakota
## 1437                                                                                                                                                                                              north dakota
## 1438                                                                                                                                                                                              north dakota
## 1439                                                                                                                                                                                              north dakota
## 1440                                                                                                                                                                                              north dakota
## 1441                                                                                                                                                                                              north dakota
## 1442                                                                                                                                                                                              north dakota
## 1443                                                                                                                                                                                              north dakota
## 1444                                                                                                                                                                                              north dakota
## 1445                                                                                                                                                                                              north dakota
## 1446                                                                                                                                                                                              north dakota
## 1447                                                                                                                                                                                              north dakota
## 1448                                                                                                                                                                                              north dakota
## 1449                                                                                                                                                                                              north dakota
## 1450                                                                                                                                                                                              north dakota
## 1451                                                                                                                                                                                              north dakota
## 1452                                                                                                                                                                                              north dakota
## 1453                                                                                                                                                                                              north dakota
## 1454                                                                                                                                                                                              north dakota
## 1455                                                                                                                                                                                              north dakota
## 1456                                                                                                                                                                                              north dakota
## 1457                                                                                                                                                                                              north dakota
## 1458                                                                                                                                                                                              north dakota
## 1459                                                                                                                                                                                              north dakota
## 1460                                                                                                                                                                                              north dakota
## 1461                                                                                                                                                                                              north dakota
## 1462                                                                                                                                                                                              north dakota
## 1463                                                                                                                                                                                              north dakota
## 1464                                                                                                                                                                                              north dakota
## 1465                                                                                                                                                                                              north dakota
## 1466                                                                                                                                                                                              north dakota
## 1467                                                                                                                                                                                              north dakota
## 1468                                                                                                                                                                                              north dakota
## 1469                                                                                                                                                                                              north dakota
## 1470                                                                                                                                                                                              north dakota
## 1471                                                                                                                                                                                                      ohio
## 1472                                                                                                                                                                                                      ohio
## 1473                                                                                                                                                                                                      ohio
## 1474                                                                                                                                                                                                      ohio
## 1475                                                                                                                                                                                                      ohio
## 1476                                                                                                                                                                                                      ohio
## 1477                                                                                                                                                                                                      ohio
## 1478                                                                                                                                                                                                      ohio
## 1479                                                                                                                                                                                                      ohio
## 1480                                                                                                                                                                                                      ohio
## 1481                                                                                                                                                                                                      ohio
## 1482                                                                                                                                                                                                      ohio
## 1483                                                                                                                                                                                                      ohio
## 1484                                                                                                                                                                                                      ohio
## 1485                                                                                                                                                                                                      ohio
## 1486                                                                                                                                                                                                      ohio
## 1487                                                                                                                                                                                                      ohio
## 1488                                                                                                                                                                                                      ohio
## 1489                                                                                                                                                                                                      ohio
## 1490                                                                                                                                                                                                      ohio
## 1491                                                                                                                                                                                                      ohio
## 1492                                                                                                                                                                                                      ohio
## 1493                                                                                                                                                                                                      ohio
## 1494                                                                                                                                                                                                      ohio
## 1495                                                                                                                                                                                                      ohio
## 1496                                                                                                                                                                                                      ohio
## 1497                                                                                                                                                                                                      ohio
## 1498                                                                                                                                                                                                      ohio
## 1499                                                                                                                                                                                                      ohio
## 1500                                                                                                                                                                                                      ohio
## 1501                                                                                                                                                                                                      ohio
## 1502                                                                                                                                                                                                      ohio
## 1503                                                                                                                                                                                                      ohio
## 1504                                                                                                                                                                                                      ohio
## 1505                                                                                                                                                                                                      ohio
## 1506                                                                                                                                                                                                      ohio
## 1507                                                                                                                                                                                                      ohio
## 1508                                                                                                                                                                                                      ohio
## 1509                                                                                                                                                                                                      ohio
## 1510                                                                                                                                                                                                      ohio
## 1511                                                                                                                                                                                                      ohio
## 1512                                                                                                                                                                                                      ohio
## 1513                                                                                                                                                                                                  oklahoma
## 1514                                                                                                                                                                                                  oklahoma
## 1515                                                                                                                                                                                                  oklahoma
## 1516                                                                                                                                                                                                  oklahoma
## 1517                                                                                                                                                                                                  oklahoma
## 1518                                                                                                                                                                                                  oklahoma
## 1519                                                                                                                                                                                                  oklahoma
## 1520                                                                                                                                                                                                  oklahoma
## 1521                                                                                                                                                                                                  oklahoma
## 1522                                                                                                                                                                                                  oklahoma
## 1523                                                                                                                                                                                                  oklahoma
## 1524                                                                                                                                                                                                  oklahoma
## 1525                                                                                                                                                                                                  oklahoma
## 1526                                                                                                                                                                                                  oklahoma
## 1527                                                                                                                                                                                                  oklahoma
## 1528                                                                                                                                                                                                  oklahoma
## 1529                                                                                                                                                                                                  oklahoma
## 1530                                                                                                                                                                                                  oklahoma
## 1531                                                                                                                                                                                                  oklahoma
## 1532                                                                                                                                                                                                  oklahoma
## 1533                                                                                                                                                                                                  oklahoma
## 1534                                                                                                                                                                                                  oklahoma
## 1535                                                                                                                                                                                                  oklahoma
## 1536                                                                                                                                                                                                  oklahoma
## 1537                                                                                                                                                                                                  oklahoma
## 1538                                                                                                                                                                                                  oklahoma
## 1539                                                                                                                                                                                                  oklahoma
## 1540                                                                                                                                                                                                  oklahoma
## 1541                                                                                                                                                                                                  oklahoma
## 1542                                                                                                                                                                                                  oklahoma
## 1543                                                                                                                                                                                                  oklahoma
## 1544                                                                                                                                                                                                  oklahoma
## 1545                                                                                                                                                                                                  oklahoma
## 1546                                                                                                                                                                                                  oklahoma
## 1547                                                                                                                                                                                                  oklahoma
## 1548                                                                                                                                                                                                  oklahoma
## 1549                                                                                                                                                                                                  oklahoma
## 1550                                                                                                                                                                                                  oklahoma
## 1551                                                                                                                                                                                                  oklahoma
## 1552                                                                                                                                                                                                  oklahoma
## 1553                                                                                                                                                                                                  oklahoma
## 1554                                                                                                                                                                                                  oklahoma
## 1555                                                                                                                                                                                                    oregon
## 1556                                                                                                                                                                                                    oregon
## 1557                                                                                                                                                                                                    oregon
## 1558                                                                                                                                                                                                    oregon
## 1559                                                                                                                                                                                                    oregon
## 1560                                                                                                                                                                                                    oregon
## 1561                                                                                                                                                                                                    oregon
## 1562                                                                                                                                                                                                    oregon
## 1563                                                                                                                                                                                                    oregon
## 1564                                                                                                                                                                                                    oregon
## 1565                                                                                                                                                                                                    oregon
## 1566                                                                                                                                                                                                    oregon
## 1567                                                                                                                                                                                                    oregon
## 1568                                                                                                                                                                                                    oregon
## 1569                                                                                                                                                                                                    oregon
## 1570                                                                                                                                                                                                    oregon
## 1571                                                                                                                                                                                                    oregon
## 1572                                                                                                                                                                                                    oregon
## 1573                                                                                                                                                                                                    oregon
## 1574                                                                                                                                                                                                    oregon
## 1575                                                                                                                                                                                                    oregon
## 1576                                                                                                                                                                                                    oregon
## 1577                                                                                                                                                                                                    oregon
## 1578                                                                                                                                                                                                    oregon
## 1579                                                                                                                                                                                                    oregon
## 1580                                                                                                                                                                                                    oregon
## 1581                                                                                                                                                                                                    oregon
## 1582                                                                                                                                                                                                    oregon
## 1583                                                                                                                                                                                                    oregon
## 1584                                                                                                                                                                                                    oregon
## 1585                                                                                                                                                                                                    oregon
## 1586                                                                                                                                                                                                    oregon
## 1587                                                                                                                                                                                                    oregon
## 1588                                                                                                                                                                                                    oregon
## 1589                                                                                                                                                                                                    oregon
## 1590                                                                                                                                                                                                    oregon
## 1591                                                                                                                                                                                                    oregon
## 1592                                                                                                                                                                                                    oregon
## 1593                                                                                                                                                                                                    oregon
## 1594                                                                                                                                                                                                    oregon
## 1595                                                                                                                                                                                                    oregon
## 1596                                                                                                                                                                                                    oregon
## 1597                                                                                                                                                                                              pennsylvania
## 1598                                                                                                                                                                                              pennsylvania
## 1599                                                                                                                                                                                              pennsylvania
## 1600                                                                                                                                                                                              pennsylvania
## 1601                                                                                                                                                                                              pennsylvania
## 1602                                                                                                                                                                                              pennsylvania
## 1603                                                                                                                                                                                              pennsylvania
## 1604                                                                                                                                                                                              pennsylvania
## 1605                                                                                                                                                                                              pennsylvania
## 1606                                                                                                                                                                                              pennsylvania
## 1607                                                                                                                                                                                              pennsylvania
## 1608                                                                                                                                                                                              pennsylvania
## 1609                                                                                                                                                                                              pennsylvania
## 1610                                                                                                                                                                                              pennsylvania
## 1611                                                                                                                                                                                              pennsylvania
## 1612                                                                                                                                                                                              pennsylvania
## 1613                                                                                                                                                                                              pennsylvania
## 1614                                                                                                                                                                                              pennsylvania
## 1615                                                                                                                                                                                              pennsylvania
## 1616                                                                                                                                                                                              pennsylvania
## 1617                                                                                                                                                                                              pennsylvania
## 1618                                                                                                                                                                                              pennsylvania
## 1619                                                                                                                                                                                              pennsylvania
## 1620                                                                                                                                                                                              pennsylvania
## 1621                                                                                                                                                                                              pennsylvania
## 1622                                                                                                                                                                                              pennsylvania
## 1623                                                                                                                                                                                              pennsylvania
## 1624                                                                                                                                                                                              pennsylvania
## 1625                                                                                                                                                                                              pennsylvania
## 1626                                                                                                                                                                                              pennsylvania
## 1627                                                                                                                                                                                              pennsylvania
## 1628                                                                                                                                                                                              pennsylvania
## 1629                                                                                                                                                                                              pennsylvania
## 1630                                                                                                                                                                                              pennsylvania
## 1631                                                                                                                                                                                              pennsylvania
## 1632                                                                                                                                                                                              pennsylvania
## 1633                                                                                                                                                                                              pennsylvania
## 1634                                                                                                                                                                                              pennsylvania
## 1635                                                                                                                                                                                              pennsylvania
## 1636                                                                                                                                                                                              pennsylvania
## 1637                                                                                                                                                                                              pennsylvania
## 1638                                                                                                                                                                                              pennsylvania
## 1639                                                                                                                                                                                              rhode island
## 1640                                                                                                                                                                                              rhode island
## 1641                                                                                                                                                                                              rhode island
## 1642                                                                                                                                                                                              rhode island
## 1643                                                                                                                                                                                              rhode island
## 1644                                                                                                                                                                                              rhode island
## 1645                                                                                                                                                                                              rhode island
## 1646                                                                                                                                                                                              rhode island
## 1647                                                                                                                                                                                              rhode island
## 1648                                                                                                                                                                                              rhode island
## 1649                                                                                                                                                                                              rhode island
## 1650                                                                                                                                                                                              rhode island
## 1651                                                                                                                                                                                              rhode island
## 1652                                                                                                                                                                                              rhode island
## 1653                                                                                                                                                                                              rhode island
## 1654                                                                                                                                                                                              rhode island
## 1655                                                                                                                                                                                              rhode island
## 1656                                                                                                                                                                                              rhode island
## 1657                                                                                                                                                                                              rhode island
## 1658                                                                                                                                                                                              rhode island
## 1659                                                                                                                                                                                              rhode island
## 1660                                                                                                                                                                                              rhode island
## 1661                                                                                                                                                                                              rhode island
## 1662                                                                                                                                                                                              rhode island
## 1663                                                                                                                                                                                              rhode island
## 1664                                                                                                                                                                                              rhode island
## 1665                                                                                                                                                                                              rhode island
## 1666                                                                                                                                                                                              rhode island
## 1667                                                                                                                                                                                              rhode island
## 1668                                                                                                                                                                                              rhode island
## 1669                                                                                                                                                                                              rhode island
## 1670                                                                                                                                                                                              rhode island
## 1671                                                                                                                                                                                              rhode island
## 1672                                                                                                                                                                                              rhode island
## 1673                                                                                                                                                                                              rhode island
## 1674                                                                                                                                                                                              rhode island
## 1675                                                                                                                                                                                              rhode island
## 1676                                                                                                                                                                                              rhode island
## 1677                                                                                                                                                                                              rhode island
## 1678                                                                                                                                                                                              rhode island
## 1679                                                                                                                                                                                              rhode island
## 1680                                                                                                                                                                                              rhode island
## 1681                                                                                                                                                                                            south carolina
## 1682                                                                                                                                                                                            south carolina
## 1683                                                                                                                                                                                            south carolina
## 1684                                                                                                                                                                                            south carolina
## 1685                                                                                                                                                                                            south carolina
## 1686                                                                                                                                                                                            south carolina
## 1687                                                                                                                                                                                            south carolina
## 1688                                                                                                                                                                                            south carolina
## 1689                                                                                                                                                                                            south carolina
## 1690                                                                                                                                                                                            south carolina
## 1691                                                                                                                                                                                            south carolina
## 1692                                                                                                                                                                                            south carolina
## 1693                                                                                                                                                                                            south carolina
## 1694                                                                                                                                                                                            south carolina
## 1695                                                                                                                                                                                            south carolina
## 1696                                                                                                                                                                                            south carolina
## 1697                                                                                                                                                                                            south carolina
## 1698                                                                                                                                                                                            south carolina
## 1699                                                                                                                                                                                            south carolina
## 1700                                                                                                                                                                                            south carolina
## 1701                                                                                                                                                                                            south carolina
## 1702                                                                                                                                                                                            south carolina
## 1703                                                                                                                                                                                            south carolina
## 1704                                                                                                                                                                                            south carolina
## 1705                                                                                                                                                                                            south carolina
## 1706                                                                                                                                                                                            south carolina
## 1707                                                                                                                                                                                            south carolina
## 1708                                                                                                                                                                                            south carolina
## 1709                                                                                                                                                                                            south carolina
## 1710                                                                                                                                                                                            south carolina
## 1711                                                                                                                                                                                            south carolina
## 1712                                                                                                                                                                                            south carolina
## 1713                                                                                                                                                                                            south carolina
## 1714                                                                                                                                                                                            south carolina
## 1715                                                                                                                                                                                            south carolina
## 1716                                                                                                                                                                                            south carolina
## 1717                                                                                                                                                                                            south carolina
## 1718                                                                                                                                                                                            south carolina
## 1719                                                                                                                                                                                            south carolina
## 1720                                                                                                                                                                                            south carolina
## 1721                                                                                                                                                                                            south carolina
## 1722                                                                                                                                                                                            south carolina
## 1723                                                                                                                                                                                              south dakota
## 1724                                                                                                                                                                                              south dakota
## 1725                                                                                                                                                                                              south dakota
## 1726                                                                                                                                                                                              south dakota
## 1727                                                                                                                                                                                              south dakota
## 1728                                                                                                                                                                                              south dakota
## 1729                                                                                                                                                                                              south dakota
## 1730                                                                                                                                                                                              south dakota
## 1731                                                                                                                                                                                              south dakota
## 1732                                                                                                                                                                                              south dakota
## 1733                                                                                                                                                                                              south dakota
## 1734                                                                                                                                                                                              south dakota
## 1735                                                                                                                                                                                              south dakota
## 1736                                                                                                                                                                                              south dakota
## 1737                                                                                                                                                                                              south dakota
## 1738                                                                                                                                                                                              south dakota
## 1739                                                                                                                                                                                              south dakota
## 1740                                                                                                                                                                                              south dakota
## 1741                                                                                                                                                                                              south dakota
## 1742                                                                                                                                                                                              south dakota
## 1743                                                                                                                                                                                              south dakota
## 1744                                                                                                                                                                                              south dakota
## 1745                                                                                                                                                                                              south dakota
## 1746                                                                                                                                                                                              south dakota
## 1747                                                                                                                                                                                              south dakota
## 1748                                                                                                                                                                                              south dakota
## 1749                                                                                                                                                                                              south dakota
## 1750                                                                                                                                                                                              south dakota
## 1751                                                                                                                                                                                              south dakota
## 1752                                                                                                                                                                                              south dakota
## 1753                                                                                                                                                                                              south dakota
## 1754                                                                                                                                                                                              south dakota
## 1755                                                                                                                                                                                              south dakota
## 1756                                                                                                                                                                                              south dakota
## 1757                                                                                                                                                                                              south dakota
## 1758                                                                                                                                                                                              south dakota
## 1759                                                                                                                                                                                              south dakota
## 1760                                                                                                                                                                                              south dakota
## 1761                                                                                                                                                                                              south dakota
## 1762                                                                                                                                                                                              south dakota
## 1763                                                                                                                                                                                              south dakota
## 1764                                                                                                                                                                                              south dakota
## 1765                                                                                                                                                                                                 tennessee
## 1766                                                                                                                                                                                                 tennessee
## 1767                                                                                                                                                                                                 tennessee
## 1768                                                                                                                                                                                                 tennessee
## 1769                                                                                                                                                                                                 tennessee
## 1770                                                                                                                                                                                                 tennessee
## 1771                                                                                                                                                                                                 tennessee
## 1772                                                                                                                                                                                                 tennessee
## 1773                                                                                                                                                                                                 tennessee
## 1774                                                                                                                                                                                                 tennessee
## 1775                                                                                                                                                                                                 tennessee
## 1776                                                                                                                                                                                                 tennessee
## 1777                                                                                                                                                                                                 tennessee
## 1778                                                                                                                                                                                                 tennessee
## 1779                                                                                                                                                                                                 tennessee
## 1780                                                                                                                                                                                                 tennessee
## 1781                                                                                                                                                                                                 tennessee
## 1782                                                                                                                                                                                                 tennessee
## 1783                                                                                                                                                                                                 tennessee
## 1784                                                                                                                                                                                                 tennessee
## 1785                                                                                                                                                                                                 tennessee
## 1786                                                                                                                                                                                                 tennessee
## 1787                                                                                                                                                                                                 tennessee
## 1788                                                                                                                                                                                                 tennessee
## 1789                                                                                                                                                                                                 tennessee
## 1790                                                                                                                                                                                                 tennessee
## 1791                                                                                                                                                                                                 tennessee
## 1792                                                                                                                                                                                                 tennessee
## 1793                                                                                                                                                                                                 tennessee
## 1794                                                                                                                                                                                                 tennessee
## 1795                                                                                                                                                                                                 tennessee
## 1796                                                                                                                                                                                                 tennessee
## 1797                                                                                                                                                                                                 tennessee
## 1798                                                                                                                                                                                                 tennessee
## 1799                                                                                                                                                                                                 tennessee
## 1800                                                                                                                                                                                                 tennessee
## 1801                                                                                                                                                                                                 tennessee
## 1802                                                                                                                                                                                                 tennessee
## 1803                                                                                                                                                                                                 tennessee
## 1804                                                                                                                                                                                                 tennessee
## 1805                                                                                                                                                                                                 tennessee
## 1806                                                                                                                                                                                                 tennessee
## 1807                                                                                                                                                                                                     texas
## 1808                                                                                                                                                                                                     texas
## 1809                                                                                                                                                                                                     texas
## 1810                                                                                                                                                                                                     texas
## 1811                                                                                                                                                                                                     texas
## 1812                                                                                                                                                                                                     texas
## 1813                                                                                                                                                                                                     texas
## 1814                                                                                                                                                                                                     texas
## 1815                                                                                                                                                                                                     texas
## 1816                                                                                                                                                                                                     texas
## 1817                                                                                                                                                                                                     texas
## 1818                                                                                                                                                                                                     texas
## 1819                                                                                                                                                                                                     texas
## 1820                                                                                                                                                                                                     texas
## 1821                                                                                                                                                                                                     texas
## 1822                                                                                                                                                                                                     texas
## 1823                                                                                                                                                                                                     texas
## 1824                                                                                                                                                                                                     texas
## 1825                                                                                                                                                                                                     texas
## 1826                                                                                                                                                                                                     texas
## 1827                                                                                                                                                                                                     texas
## 1828                                                                                                                                                                                                     texas
## 1829                                                                                                                                                                                                     texas
## 1830                                                                                                                                                                                                     texas
## 1831                                                                                                                                                                                                     texas
## 1832                                                                                                                                                                                                     texas
## 1833                                                                                                                                                                                                     texas
## 1834                                                                                                                                                                                                     texas
## 1835                                                                                                                                                                                                     texas
## 1836                                                                                                                                                                                                     texas
## 1837                                                                                                                                                                                                     texas
## 1838                                                                                                                                                                                                     texas
## 1839                                                                                                                                                                                                     texas
## 1840                                                                                                                                                                                                     texas
## 1841                                                                                                                                                                                                     texas
## 1842                                                                                                                                                                                                     texas
## 1843                                                                                                                                                                                                     texas
## 1844                                                                                                                                                                                                     texas
## 1845                                                                                                                                                                                                     texas
## 1846                                                                                                                                                                                                     texas
## 1847                                                                                                                                                                                                     texas
## 1848                                                                                                                                                                                                     texas
## 1849                                                                                                                                                                                                      utah
## 1850                                                                                                                                                                                                      utah
## 1851                                                                                                                                                                                                      utah
## 1852                                                                                                                                                                                                      utah
## 1853                                                                                                                                                                                                      utah
## 1854                                                                                                                                                                                                      utah
## 1855                                                                                                                                                                                                      utah
## 1856                                                                                                                                                                                                      utah
## 1857                                                                                                                                                                                                      utah
## 1858                                                                                                                                                                                                      utah
## 1859                                                                                                                                                                                                      utah
## 1860                                                                                                                                                                                                      utah
## 1861                                                                                                                                                                                                      utah
## 1862                                                                                                                                                                                                      utah
## 1863                                                                                                                                                                                                      utah
## 1864                                                                                                                                                                                                      utah
## 1865                                                                                                                                                                                                      utah
## 1866                                                                                                                                                                                                      utah
## 1867                                                                                                                                                                                                      utah
## 1868                                                                                                                                                                                                      utah
## 1869                                                                                                                                                                                                      utah
## 1870                                                                                                                                                                                                      utah
## 1871                                                                                                                                                                                                      utah
## 1872                                                                                                                                                                                                      utah
## 1873                                                                                                                                                                                                      utah
## 1874                                                                                                                                                                                                      utah
## 1875                                                                                                                                                                                                      utah
## 1876                                                                                                                                                                                                      utah
## 1877                                                                                                                                                                                                      utah
## 1878                                                                                                                                                                                                      utah
## 1879                                                                                                                                                                                                      utah
## 1880                                                                                                                                                                                                      utah
## 1881                                                                                                                                                                                                      utah
## 1882                                                                                                                                                                                                      utah
## 1883                                                                                                                                                                                                      utah
## 1884                                                                                                                                                                                                      utah
## 1885                                                                                                                                                                                                      utah
## 1886                                                                                                                                                                                                      utah
## 1887                                                                                                                                                                                                      utah
## 1888                                                                                                                                                                                                      utah
## 1889                                                                                                                                                                                                      utah
## 1890                                                                                                                                                                                                      utah
## 1891                                                                                                                                                                                                   vermont
## 1892                                                                                                                                                                                                   vermont
## 1893                                                                                                                                                                                                   vermont
## 1894                                                                                                                                                                                                   vermont
## 1895                                                                                                                                                                                                   vermont
## 1896                                                                                                                                                                                                   vermont
## 1897                                                                                                                                                                                                   vermont
## 1898                                                                                                                                                                                                   vermont
## 1899                                                                                                                                                                                                   vermont
## 1900                                                                                                                                                                                                   vermont
## 1901                                                                                                                                                                                                   vermont
## 1902                                                                                                                                                                                                   vermont
## 1903                                                                                                                                                                                                   vermont
## 1904                                                                                                                                                                                                   vermont
## 1905                                                                                                                                                                                                   vermont
## 1906                                                                                                                                                                                                   vermont
## 1907                                                                                                                                                                                                   vermont
## 1908                                                                                                                                                                                                   vermont
## 1909                                                                                                                                                                                                   vermont
## 1910                                                                                                                                                                                                   vermont
## 1911                                                                                                                                                                                                   vermont
## 1912                                                                                                                                                                                                   vermont
## 1913                                                                                                                                                                                                   vermont
## 1914                                                                                                                                                                                                   vermont
## 1915                                                                                                                                                                                                   vermont
## 1916                                                                                                                                                                                                   vermont
## 1917                                                                                                                                                                                                   vermont
## 1918                                                                                                                                                                                                   vermont
## 1919                                                                                                                                                                                                   vermont
## 1920                                                                                                                                                                                                   vermont
## 1921                                                                                                                                                                                                   vermont
## 1922                                                                                                                                                                                                   vermont
## 1923                                                                                                                                                                                                   vermont
## 1924                                                                                                                                                                                                   vermont
## 1925                                                                                                                                                                                                   vermont
## 1926                                                                                                                                                                                                   vermont
## 1927                                                                                                                                                                                                   vermont
## 1928                                                                                                                                                                                                   vermont
## 1929                                                                                                                                                                                                   vermont
## 1930                                                                                                                                                                                                   vermont
## 1931                                                                                                                                                                                                   vermont
## 1932                                                                                                                                                                                                   vermont
## 1933                                                                                                                                                                                                  virginia
## 1934                                                                                                                                                                                                  virginia
## 1935                                                                                                                                                                                                  virginia
## 1936                                                                                                                                                                                                  virginia
## 1937                                                                                                                                                                                                  virginia
## 1938                                                                                                                                                                                                  virginia
## 1939                                                                                                                                                                                                  virginia
## 1940                                                                                                                                                                                                  virginia
## 1941                                                                                                                                                                                                  virginia
## 1942                                                                                                                                                                                                  virginia
## 1943                                                                                                                                                                                                  virginia
## 1944                                                                                                                                                                                                  virginia
## 1945                                                                                                                                                                                                  virginia
## 1946                                                                                                                                                                                                  virginia
## 1947                                                                                                                                                                                                  virginia
## 1948                                                                                                                                                                                                  virginia
## 1949                                                                                                                                                                                                  virginia
## 1950                                                                                                                                                                                                  virginia
## 1951                                                                                                                                                                                                  virginia
## 1952                                                                                                                                                                                                  virginia
## 1953                                                                                                                                                                                                  virginia
## 1954                                                                                                                                                                                                  virginia
## 1955                                                                                                                                                                                                  virginia
## 1956                                                                                                                                                                                                  virginia
## 1957                                                                                                                                                                                                  virginia
## 1958                                                                                                                                                                                                  virginia
## 1959                                                                                                                                                                                                  virginia
## 1960                                                                                                                                                                                                  virginia
## 1961                                                                                                                                                                                                  virginia
## 1962                                                                                                                                                                                                  virginia
## 1963                                                                                                                                                                                                  virginia
## 1964                                                                                                                                                                                                  virginia
## 1965                                                                                                                                                                                                  virginia
## 1966                                                                                                                                                                                                  virginia
## 1967                                                                                                                                                                                                  virginia
## 1968                                                                                                                                                                                                  virginia
## 1969                                                                                                                                                                                                  virginia
## 1970                                                                                                                                                                                                  virginia
## 1971                                                                                                                                                                                                  virginia
## 1972                                                                                                                                                                                                  virginia
## 1973                                                                                                                                                                                                  virginia
## 1974                                                                                                                                                                                                  virginia
## 1975                                                                                                                                                                                                washington
## 1976                                                                                                                                                                                                washington
## 1977                                                                                                                                                                                                washington
## 1978                                                                                                                                                                                                washington
## 1979                                                                                                                                                                                                washington
## 1980                                                                                                                                                                                                washington
## 1981                                                                                                                                                                                                washington
## 1982                                                                                                                                                                                                washington
## 1983                                                                                                                                                                                                washington
## 1984                                                                                                                                                                                                washington
## 1985                                                                                                                                                                                                washington
## 1986                                                                                                                                                                                                washington
## 1987                                                                                                                                                                                                washington
## 1988                                                                                                                                                                                                washington
## 1989                                                                                                                                                                                                washington
## 1990                                                                                                                                                                                                washington
## 1991                                                                                                                                                                                                washington
## 1992                                                                                                                                                                                                washington
## 1993                                                                                                                                                                                                washington
## 1994                                                                                                                                                                                                washington
## 1995                                                                                                                                                                                                washington
## 1996                                                                                                                                                                                                washington
## 1997                                                                                                                                                                                                washington
## 1998                                                                                                                                                                                                washington
## 1999                                                                                                                                                                                                washington
## 2000                                                                                                                                                                                                washington
## 2001                                                                                                                                                                                                washington
## 2002                                                                                                                                                                                                washington
## 2003                                                                                                                                                                                                washington
## 2004                                                                                                                                                                                                washington
## 2005                                                                                                                                                                                                washington
## 2006                                                                                                                                                                                                washington
## 2007                                                                                                                                                                                                washington
## 2008                                                                                                                                                                                                washington
## 2009                                                                                                                                                                                                washington
## 2010                                                                                                                                                                                                washington
## 2011                                                                                                                                                                                                washington
## 2012                                                                                                                                                                                                washington
## 2013                                                                                                                                                                                                washington
## 2014                                                                                                                                                                                                washington
## 2015                                                                                                                                                                                                washington
## 2016                                                                                                                                                                                                washington
## 2017                                                                                                                                                                                             west virginia
## 2018                                                                                                                                                                                             west virginia
## 2019                                                                                                                                                                                             west virginia
## 2020                                                                                                                                                                                             west virginia
## 2021                                                                                                                                                                                             west virginia
## 2022                                                                                                                                                                                             west virginia
## 2023                                                                                                                                                                                             west virginia
## 2024                                                                                                                                                                                             west virginia
## 2025                                                                                                                                                                                             west virginia
## 2026                                                                                                                                                                                             west virginia
## 2027                                                                                                                                                                                             west virginia
## 2028                                                                                                                                                                                             west virginia
## 2029                                                                                                                                                                                             west virginia
## 2030                                                                                                                                                                                             west virginia
## 2031                                                                                                                                                                                             west virginia
## 2032                                                                                                                                                                                             west virginia
## 2033                                                                                                                                                                                             west virginia
## 2034                                                                                                                                                                                             west virginia
## 2035                                                                                                                                                                                             west virginia
## 2036                                                                                                                                                                                             west virginia
## 2037                                                                                                                                                                                             west virginia
## 2038                                                                                                                                                                                             west virginia
## 2039                                                                                                                                                                                             west virginia
## 2040                                                                                                                                                                                             west virginia
## 2041                                                                                                                                                                                             west virginia
## 2042                                                                                                                                                                                             west virginia
## 2043                                                                                                                                                                                             west virginia
## 2044                                                                                                                                                                                             west virginia
## 2045                                                                                                                                                                                             west virginia
## 2046                                                                                                                                                                                             west virginia
## 2047                                                                                                                                                                                             west virginia
## 2048                                                                                                                                                                                             west virginia
## 2049                                                                                                                                                                                             west virginia
## 2050                                                                                                                                                                                             west virginia
## 2051                                                                                                                                                                                             west virginia
## 2052                                                                                                                                                                                             west virginia
## 2053                                                                                                                                                                                             west virginia
## 2054                                                                                                                                                                                             west virginia
## 2055                                                                                                                                                                                             west virginia
## 2056                                                                                                                                                                                             west virginia
## 2057                                                                                                                                                                                             west virginia
## 2058                                                                                                                                                                                             west virginia
## 2059                                                                                                                                                                                                 wisconsin
## 2060                                                                                                                                                                                                 wisconsin
## 2061                                                                                                                                                                                                 wisconsin
## 2062                                                                                                                                                                                                 wisconsin
## 2063                                                                                                                                                                                                 wisconsin
## 2064                                                                                                                                                                                                 wisconsin
## 2065                                                                                                                                                                                                 wisconsin
## 2066                                                                                                                                                                                                 wisconsin
## 2067                                                                                                                                                                                                 wisconsin
## 2068                                                                                                                                                                                                 wisconsin
## 2069                                                                                                                                                                                                 wisconsin
## 2070                                                                                                                                                                                                 wisconsin
## 2071                                                                                                                                                                                                 wisconsin
## 2072                                                                                                                                                                                                 wisconsin
## 2073                                                                                                                                                                                                 wisconsin
## 2074                                                                                                                                                                                                 wisconsin
## 2075                                                                                                                                                                                                 wisconsin
## 2076                                                                                                                                                                                                 wisconsin
## 2077                                                                                                                                                                                                 wisconsin
## 2078                                                                                                                                                                                                 wisconsin
## 2079                                                                                                                                                                                                 wisconsin
## 2080                                                                                                                                                                                                 wisconsin
## 2081                                                                                                                                                                                                 wisconsin
## 2082                                                                                                                                                                                                 wisconsin
## 2083                                                                                                                                                                                                 wisconsin
## 2084                                                                                                                                                                                                 wisconsin
## 2085                                                                                                                                                                                                 wisconsin
## 2086                                                                                                                                                                                                 wisconsin
## 2087                                                                                                                                                                                                 wisconsin
## 2088                                                                                                                                                                                                 wisconsin
## 2089                                                                                                                                                                                                 wisconsin
## 2090                                                                                                                                                                                                 wisconsin
## 2091                                                                                                                                                                                                 wisconsin
## 2092                                                                                                                                                                                                 wisconsin
## 2093                                                                                                                                                                                                 wisconsin
## 2094                                                                                                                                                                                                 wisconsin
## 2095                                                                                                                                                                                                 wisconsin
## 2096                                                                                                                                                                                                 wisconsin
## 2097                                                                                                                                                                                                 wisconsin
## 2098                                                                                                                                                                                                 wisconsin
## 2099                                                                                                                                                                                                 wisconsin
## 2100                                                                                                                                                                                                 wisconsin
## 2101                                                                                                                                                                                                   wyoming
## 2102                                                                                                                                                                                                   wyoming
## 2103                                                                                                                                                                                                   wyoming
## 2104                                                                                                                                                                                                   wyoming
## 2105                                                                                                                                                                                                   wyoming
## 2106                                                                                                                                                                                                   wyoming
## 2107                                                                                                                                                                                                   wyoming
## 2108                                                                                                                                                                                                   wyoming
## 2109                                                                                                                                                                                                   wyoming
## 2110                                                                                                                                                                                                   wyoming
## 2111                                                                                                                                                                                                   wyoming
## 2112                                                                                                                                                                                                   wyoming
## 2113                                                                                                                                                                                                   wyoming
## 2114                                                                                                                                                                                                   wyoming
## 2115                                                                                                                                                                                                   wyoming
## 2116                                                                                                                                                                                                   wyoming
## 2117                                                                                                                                                                                                   wyoming
## 2118                                                                                                                                                                                                   wyoming
## 2119                                                                                                                                                                                                   wyoming
## 2120                                                                                                                                                                                                   wyoming
## 2121                                                                                                                                                                                                   wyoming
## 2122                                                                                                                                                                                                   wyoming
## 2123                                                                                                                                                                                                   wyoming
## 2124                                                                                                                                                                                                   wyoming
## 2125                                                                                                                                                                                                   wyoming
## 2126                                                                                                                                                                                                   wyoming
## 2127                                                                                                                                                                                                   wyoming
## 2128                                                                                                                                                                                                   wyoming
## 2129                                                                                                                                                                                                   wyoming
## 2130                                                                                                                                                                                                   wyoming
## 2131                                                                                                                                                                                                   wyoming
## 2132                                                                                                                                                                                                   wyoming
## 2133                                                                                                                                                                                                   wyoming
## 2134                                                                                                                                                                                                   wyoming
## 2135                                                                                                                                                                                                   wyoming
## 2136                                                                                                                                                                                                   wyoming
## 2137                                                                                                                                                                                                   wyoming
## 2138                                                                                                                                                                                                   wyoming
## 2139                                                                                                                                                                                                   wyoming
## 2140                                                                                                                                                                                                   wyoming
## 2141                                                                                                                                                                                                   wyoming
## 2142                                                                                                                                                                                                   wyoming
## 2143                                                                                                                                                                                          northeast region
## 2144                                                                                                                                                                                          northeast region
## 2145                                                                                                                                                                                          northeast region
## 2146                                                                                                                                                                                          northeast region
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## 2148                                                                                                                                                                                          northeast region
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## 2163                                                                                                                                                                                          northeast region
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## 2166                                                                                                                                                                                          northeast region
## 2167                                                                                                                                                                                          northeast region
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## 2180                                                                                                                                                                                          northeast region
## 2181                                                                                                                                                                                          northeast region
## 2182                                                                                                                                                                                          northeast region
## 2183                                                                                                                                                                                          northeast region
## 2184                                                                                                                                                                                          northeast region
## 2185                                                                                                                                                                                            midwest region
## 2186                                                                                                                                                                                            midwest region
## 2187                                                                                                                                                                                            midwest region
## 2188                                                                                                                                                                                            midwest region
## 2189                                                                                                                                                                                            midwest region
## 2190                                                                                                                                                                                            midwest region
## 2191                                                                                                                                                                                            midwest region
## 2192                                                                                                                                                                                            midwest region
## 2193                                                                                                                                                                                            midwest region
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## 2195                                                                                                                                                                                            midwest region
## 2196                                                                                                                                                                                            midwest region
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## 2198                                                                                                                                                                                            midwest region
## 2199                                                                                                                                                                                            midwest region
## 2200                                                                                                                                                                                            midwest region
## 2201                                                                                                                                                                                            midwest region
## 2202                                                                                                                                                                                            midwest region
## 2203                                                                                                                                                                                            midwest region
## 2204                                                                                                                                                                                            midwest region
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## 2206                                                                                                                                                                                            midwest region
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## 2209                                                                                                                                                                                            midwest region
## 2210                                                                                                                                                                                            midwest region
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## 2222                                                                                                                                                                                            midwest region
## 2223                                                                                                                                                                                            midwest region
## 2224                                                                                                                                                                                            midwest region
## 2225                                                                                                                                                                                            midwest region
## 2226                                                                                                                                                                                            midwest region
## 2227                                                                                                                                                                                              south region
## 2228                                                                                                                                                                                              south region
## 2229                                                                                                                                                                                              south region
## 2230                                                                                                                                                                                              south region
## 2231                                                                                                                                                                                              south region
## 2232                                                                                                                                                                                              south region
## 2233                                                                                                                                                                                              south region
## 2234                                                                                                                                                                                              south region
## 2235                                                                                                                                                                                              south region
## 2236                                                                                                                                                                                              south region
## 2237                                                                                                                                                                                              south region
## 2238                                                                                                                                                                                              south region
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## 2240                                                                                                                                                                                              south region
## 2241                                                                                                                                                                                              south region
## 2242                                                                                                                                                                                              south region
## 2243                                                                                                                                                                                              south region
## 2244                                                                                                                                                                                              south region
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## 2247                                                                                                                                                                                              south region
## 2248                                                                                                                                                                                              south region
## 2249                                                                                                                                                                                              south region
## 2250                                                                                                                                                                                              south region
## 2251                                                                                                                                                                                              south region
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## 2254                                                                                                                                                                                              south region
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## 2257                                                                                                                                                                                              south region
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## 2260                                                                                                                                                                                              south region
## 2261                                                                                                                                                                                              south region
## 2262                                                                                                                                                                                              south region
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## 2265                                                                                                                                                                                              south region
## 2266                                                                                                                                                                                              south region
## 2267                                                                                                                                                                                              south region
## 2268                                                                                                                                                                                              south region
## 2269                                                                                                                                                                                               west region
## 2270                                                                                                                                                                                               west region
## 2271                                                                                                                                                                                               west region
## 2272                                                                                                                                                                                               west region
## 2273                                                                                                                                                                                               west region
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## 2275                                                                                                                                                                                               west region
## 2276                                                                                                                                                                                               west region
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## 2281                                                                                                                                                                                               west region
## 2282                                                                                                                                                                                               west region
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## 2284                                                                                                                                                                                               west region
## 2285                                                                                                                                                                                               west region
## 2286                                                                                                                                                                                               west region
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## 2288                                                                                                                                                                                               west region
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## 2372                                                                                                                                                                                           V5 [2021-01-16]
## 2373                                                                                                                                                                                           V4 [2020-06-29]
## 2374                                                                                                                                                                                           V3 [2019-09-12]
## 2375                                                                                                                                                                                           V2 [2019-01-24]
## 2376                                                                                                                                                                                           V1 [2018-08-22]
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## 2383                                                                                                   This work is licensed under\xa0a\xa0Creative Commons Attribution 4.0 International (CC BY 4.0) License.
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## 2386                                                                                                                                                 \xa9\xa02023\xa0The Regents of the University of Michigan
##      year ethanol_beer_gallons_per_capita ethanol_wine_gallons_per_capita
## 1    2018                            1.04                            0.26
## 2    2017                            1.07                            0.26
## 3    2016                            1.09                            0.26
## 4    2015                            1.11                            0.26
## 5    2014                            1.13                            0.25
## 6    2013                            1.14                            0.25
## 7    2012                            1.16                            0.24
## 8    2011                            1.16                            0.24
## 9    2010                            1.17                            0.23
## 10   2009                            1.19                            0.22
## 11   2008                            1.22                            0.22
## 12   2007                            1.23                            0.22
## 13   2006                            1.21                            0.21
## 14   2005                            1.18                            0.20
## 15   2004                            1.19                            0.20
## 16   2003                            1.19                            0.19
## 17   2002                            1.18                            0.21
## 18   2001                            1.16                            0.17
## 19   2000                            1.19                            0.18
## 20   1999                            1.18                            0.17
## 21   1998                            1.16                            0.17
## 22   1997                            1.14                            0.16
## 23   1996                            1.17                            0.18
## 24   1995                            1.14                            0.16
## 25   1994                            1.16                            0.17
## 26   1993                            1.14                            0.17
## 27   1992                            1.02                            0.19
## 28   1991                            1.00                            0.17
## 29   1990                            1.12                            0.18
## 30   1989                            1.12                            0.17
## 31   1988                            1.12                            0.19
## 32   1987                            1.11                            0.18
## 33   1986                            1.10                            0.18
## 34   1985                            1.07                            0.17
## 35   1984                            1.03                            0.19
## 36   1983                            1.01                            0.17
## 37   1982                            1.00                            0.18
## 38   1981                            1.00                            0.19
## 39   1980                            0.95                            0.16
## 40   1979                            0.96                            0.12
## 41   1978                            0.95                            0.12
## 42   1977                            0.97                            0.12
## 43   2018                            1.06                            0.53
## 44   2017                            1.06                            0.53
## 45   2016                            1.15                            0.56
## 46   2015                            1.11                            0.53
## 47   2014                            1.11                            0.52
## 48   2013                            1.07                            0.52
## 49   2012                            1.17                            0.53
## 50   2011                            1.15                            0.54
## 51   2010                            1.23                            0.55
## 52   2009                            1.32                            0.54
## 53   2008                            1.20                            0.49
## 54   2007                            1.13                            0.44
## 55   2006                            1.25                            0.47
## 56   2005                            1.23                            0.43
## 57   2004                            1.31                            0.44
## 58   2003                            1.27                            0.37
## 59   2002                            1.35                            0.45
## 60   2001                            1.32                            0.38
## 61   2000                            1.37                            0.37
## 62   1999                            1.40                            0.38
## 63   1998                            1.39                            0.37
## 64   1997                            1.31                            0.36
## 65   1996                            1.31                            0.38
## 66   1995                            1.45                            0.39
## 67   1994                            1.53                            0.40
## 68   1993                            1.31                            0.32
## 69   1992                            1.53                            0.41
## 70   1991                            1.54                            0.43
## 71   1990                            1.62                            0.46
## 72   1989                            1.52                            0.44
## 73   1988                            1.54                            0.47
## 74   1987                            1.60                            0.52
## 75   1986                            1.65                            0.55
## 76   1985                            1.63                            0.56
## 77   1984                            1.67                            0.56
## 78   1983                            1.71                            0.59
## 79   1982                            1.69                            0.54
## 80   1981                            1.68                            0.56
## 81   1980                            1.54                            0.50
## 82   1979                            1.48                            0.46
## 83   1978                            1.39                            0.45
## 84   1977                            1.19                            0.42
## 85   2018                            1.08                            0.39
## 86   2017                            1.11                            0.39
## 87   2016                            1.14                            0.40
## 88   2015                            1.16                            0.40
## 89   2014                            1.18                            0.40
## 90   2013                            1.12                            0.42
## 91   2012                            1.14                            0.45
## 92   2011                            1.15                            0.44
## 93   2010                            1.23                            0.41
## 94   2009                            1.22                            0.39
## 95   2008                            1.30                            0.41
## 96   2007                            1.39                            0.34
## 97   2006                            1.34                            0.38
## 98   2005                            1.35                            0.40
## 99   2004                            1.40                            0.34
## 100  2003                            1.41                            0.37
## 101  2002                            1.46                            0.33
## 102  2001                            1.47                            0.33
## 103  2000                            1.48                            0.31
## 104  1999                            1.47                            0.34
## 105  1998                            1.44                            0.33
## 106  1997                            1.45                            0.31
## 107  1996                            1.52                            0.33
## 108  1995                            1.47                            0.29
## 109  1994                            1.52                            0.29
## 110  1993                            1.58                            0.27
## 111  1992                            1.58                            0.31
## 112  1991                            1.58                            0.35
## 113  1990                            1.59                            0.37
## 114  1989                            1.63                            0.35
## 115  1988                            1.60                            0.41
## 116  1987                            1.64                            0.45
## 117  1986                            1.74                            0.45
## 118  1985                            1.66                            0.45
## 119  1984                            1.55                            0.44
## 120  1983                            1.60                            0.43
## 121  1982                            1.71                            0.39
## 122  1981                            1.76                            0.42
## 123  1980                            1.68                            0.36
## 124  1979                            1.71                            0.36
## 125  1978                            1.66                            0.35
## 126  1977                            1.60                            0.32
## 127  2018                            0.90                            0.23
## 128  2017                            0.92                            0.23
## 129  2016                            0.93                            0.22
## 130  2015                            0.97                            0.22
## 131  2014                            0.96                            0.21
## 132  2013                            1.00                            0.20
## 133  2012                            1.00                            0.20
## 134  2011                            0.97                            0.18
## 135  2010                            1.04                            0.17
## 136  2009                            1.06                            0.17
## 137  2008                            1.09                            0.17
## 138  2007                            1.05                            0.17
## 139  2006                            1.05                            0.16
## 140  2005                            1.04                            0.16
## 141  2004                            1.08                            0.15
## 142  2003                            1.06                            0.14
## 143  2002                            1.09                            0.14
## 144  2001                            1.08                            0.13
## 145  2000                            1.09                            0.12
## 146  1999                            1.09                            0.12
## 147  1998                            1.10                            0.11
## 148  1997                            1.07                            0.12
## 149  1996                            1.07                            0.12
## 150  1995                            1.06                            0.11
## 151  1994                            1.06                            0.13
## 152  1993                            1.10                            0.11
## 153  1992                            1.13                            0.12
## 154  1991                            1.12                            0.11
## 155  1990                            1.12                            0.13
## 156  1989                            1.10                            0.13
## 157  1988                            1.09                            0.14
## 158  1987                            1.09                            0.11
## 159  1986                            1.08                            0.09
## 160  1985                            1.04                            0.13
## 161  1984                            1.03                            0.12
## 162  1983                            1.03                            0.13
## 163  1982                            1.03                            0.12
## 164  1981                            1.06                            0.12
## 165  1980                            1.00                            0.12
## 166  1979                            0.90                            0.09
## 167  1978                            0.95                            0.11
## 168  1977                            0.89                            0.10
## 169  2018                            1.00                            0.62
## 170  2017                            0.94                            0.58
## 171  2016                            0.96                            0.60
## 172  2015                            1.00                            0.53
## 173  2014                            1.00                            0.60
## 174  2013                            0.98                            0.60
## 175  2012                            0.99                            0.63
## 176  2011                            0.95                            0.58
## 177  2010                            0.97                            0.49
## 178  2009                            1.01                            0.57
## 179  2008                            1.05                            0.55
## 180  2007                            1.06                            0.54
## 181  2006                            1.02                            0.56
## 182  2005                            1.03                            0.54
## 183  2004                            1.07                            0.52
## 184  2003                            1.07                            0.51
## 185  2002                            1.08                            0.49
## 186  2001                            1.09                            0.48
## 187  2000                            1.12                            0.48
## 188  1999                            1.12                            0.48
## 189  1998                            1.11                            0.49
## 190  1997                            1.14                            0.52
## 191  1996                            1.13                            0.50
## 192  1995                            1.15                            0.46
## 193  1994                            1.09                            0.47
## 194  1993                            1.17                            0.48
## 195  1992                            1.28                            0.51
## 196  1991                            1.22                            0.49
## 197  1990                            1.32                            0.59
## 198  1989                            1.29                            0.60
## 199  1988                            1.32                            0.67
## 200  1987                            1.35                            0.73
## 201  1986                            1.35                            0.78
## 202  1985                            1.32                            0.78
## 203  1984                            1.37                            0.73
## 204  1983                            1.36                            0.74
## 205  1982                            1.37                            0.72
## 206  1981                            1.43                            0.72
## 207  1980                            1.41                            0.71
## 208  1979                            1.39                            0.68
## 209  1978                            1.33                            0.67
## 210  1977                            1.29                            0.65
## 211  2018                            1.14                            0.52
## 212  2017                            1.14                            0.51
## 213  2016                            1.14                            0.51
## 214  2015                            1.12                            0.51
## 215  2014                            1.14                            0.51
## 216  2013                            1.20                            0.50
## 217  2012                            1.15                            0.52
## 218  2011                            1.20                            0.49
## 219  2010                            1.22                            0.48
## 220  2009                            1.23                            0.46
## 221  2008                            1.28                            0.47
## 222  2007                            1.30                            0.47
## 223  2006                            1.29                            0.45
## 224  2005                            1.31                            0.42
## 225  2004                            1.30                            0.43
## 226  2003                            1.33                            0.40
## 227  2002                            1.35                            0.39
## 228  2001                            1.42                            0.41
## 229  2000                            1.35                            0.37
## 230  1999                            1.33                            0.37
## 231  1998                            1.33                            0.37
## 232  1997                            1.30                            0.37
## 233  1996                            1.36                            0.37
## 234  1995                            1.34                            0.35
## 235  1994                            1.36                            0.35
## 236  1993                            1.40                            0.36
## 237  1992                            1.34                            0.36
## 238  1991                            1.39                            0.35
## 239  1990                            1.35                            0.29
## 240  1989                            1.42                            0.38
## 241  1988                            1.44                            0.40
## 242  1987                            1.45                            0.45
## 243  1986                            1.49                            0.47
## 244  1985                            1.48                            0.50
## 245  1984                            1.51                            0.46
## 246  1983                            1.57                            0.46
## 247  1982                            1.63                            0.46
## 248  1981                            1.62                            0.44
## 249  1980                            1.56                            0.46
## 250  1979                            1.63                            0.46
## 251  1978                            1.60                            0.46
## 252  1977                            1.40                            0.36
## 253  2018                            0.80                            0.60
## 254  2017                            0.82                            0.60
## 255  2016                            0.85                            0.62
## 256  2015                            0.85                            0.61
## 257  2014                            0.84                            0.60
## 258  2013                            0.85                            0.61
## 259  2012                            0.86                            0.61
## 260  2011                            0.86                            0.62
## 261  2010                            0.88                            0.60
## 262  2009                            0.88                            0.59
## 263  2008                            0.93                            0.58
## 264  2007                            0.92                            0.57
## 265  2006                            0.93                            0.56
## 266  2005                            0.90                            0.54
## 267  2004                            0.93                            0.53
## 268  2003                            0.93                            0.52
## 269  2002                            0.95                            0.50
## 270  2001                            0.95                            0.50
## 271  2000                            0.94                            0.49
## 272  1999                            0.94                            0.49
## 273  1998                            0.96                            0.49
## 274  1997                            0.95                            0.48
## 275  1996                            0.91                            0.46
## 276  1995                            0.96                            0.46
## 277  1994                            0.99                            0.43
## 278  1993                            0.96                            0.44
## 279  1992                            1.01                            0.45
## 280  1991                            1.03                            0.43
## 281  1990                            1.09                            0.45
## 282  1989                            1.07                            0.46
## 283  1988                            1.12                            0.50
## 284  1987                            1.14                            0.51
## 285  1986                            1.11                            0.51
## 286  1985                            1.12                            0.50
## 287  1984                            1.10                            0.49
## 288  1983                            1.10                            0.49
## 289  1982                            1.04                            0.49
## 290  1981                            1.05                            0.44
## 291  1980                            1.06                            0.43
## 292  1979                            1.14                            0.40
## 293  1978                            1.09                            0.38
## 294  1977                            1.06                            0.35
## 295  2018                            1.11                            0.72
## 296  2017                            1.15                            0.72
## 297  2016                            1.20                            0.74
## 298  2015                            1.19                            0.72
## 299  2014                            1.21                            0.72
## 300  2013                            1.25                            0.72
## 301  2012                            1.32                            0.70
## 302  2011                            1.34                            0.69
## 303  2010                            1.36                            0.66
## 304  2009                            1.32                            0.65
## 305  2008                            1.35                            0.57
## 306  2007                            1.38                            0.59
## 307  2006                            1.41                            0.59
## 308  2005                            1.42                            0.58
## 309  2004                            1.42                            0.57
## 310  2003                            1.38                            0.57
## 311  2002                            1.39                            0.52
## 312  2001                            1.39                            0.49
## 313  2000                            1.36                            0.48
## 314  1999                            1.40                            0.48
## 315  1998                            1.41                            0.47
## 316  1997                            1.37                            0.46
## 317  1996                            1.39                            0.45
## 318  1995                            1.30                            0.40
## 319  1994                            1.43                            0.38
## 320  1993                            1.46                            0.35
## 321  1992                            1.40                            0.36
## 322  1991                            1.40                            0.35
## 323  1990                            1.44                            0.37
## 324  1989                            1.43                            0.39
## 325  1988                            1.46                            0.41
## 326  1987                            1.46                            0.43
## 327  1986                            1.46                            0.45
## 328  1985                            1.48                            0.41
## 329  1984                            1.52                            0.39
## 330  1983                            1.55                            0.35
## 331  1982                            1.54                            0.34
## 332  1981                            1.52                            0.33
## 333  1980                            1.44                            0.29
## 334  1979                            1.35                            0.26
## 335  1978                            1.31                            0.24
## 336  1977                            1.30                            0.23
## 337  2018                            1.08                            1.02
## 338  2017                            1.10                            1.02
## 339  2016                            1.12                            1.02
## 340  2015                            1.14                            1.02
## 341  2014                            1.15                            1.00
## 342  2013                            1.16                            1.01
## 343  2012                            1.18                            1.01
## 344  2011                            1.19                            1.01
## 345  2010                            1.22                            1.00
## 346  2009                            1.26                            1.00
## 347  2008                            1.35                            1.01
## 348  2007                            1.37                            1.00
## 349  2006                            1.38                            0.96
## 350  2005                            1.40                            0.93
## 351  2004                            1.38                            0.91
## 352  2003                            1.38                            0.88
## 353  2002                            1.36                            0.83
## 354  2001                            1.36                            0.79
## 355  2000                            1.39                            0.81
## 356  1999                            1.38                            0.78
## 357  1998                            1.37                            0.78
## 358  1997                            1.42                            0.80
## 359  1996                            1.33                            0.86
## 360  1995                            1.49                            0.77
## 361  1994                            1.50                            0.74
## 362  1993                            1.51                            0.73
## 363  1992                            1.61                            0.70
## 364  1991                            1.42                            0.61
## 365  1990                            1.42                            0.76
## 366  1989                            1.39                            0.82
## 367  1988                            1.38                            0.93
## 368  1987                            1.41                            0.95
## 369  1986                            1.45                            1.00
## 370  1985                            1.44                            1.00
## 371  1984                            1.51                            1.07
## 372  1983                            1.51                            1.05
## 373  1982                            1.46                            0.99
## 374  1981                            1.48                            1.05
## 375  1980                            1.49                            0.99
## 376  1979                            1.42                            0.96
## 377  1978                            1.38                            0.91
## 378  1977                            1.35                            0.86
## 379  2018                            1.05                            0.52
## 380  2017                            1.07                            0.52
## 381  2016                            1.09                            0.53
## 382  2015                            1.11                            0.51
## 383  2014                            1.10                            0.51
## 384  2013                            1.28                            0.49
## 385  2012                            1.26                            0.51
## 386  2011                            1.13                            0.49
## 387  2010                            1.12                            0.47
## 388  2009                            1.19                            0.48
## 389  2008                            1.24                            0.48
## 390  2007                            1.28                            0.48
## 391  2006                            1.32                            0.47
## 392  2005                            1.33                            0.46
## 393  2004                            1.34                            0.46
## 394  2003                            1.31                            0.44
## 395  2002                            1.32                            0.43
## 396  2001                            1.32                            0.40
## 397  2000                            1.32                            0.41
## 398  1999                            1.33                            0.40
## 399  1998                            1.33                            0.38
## 400  1997                            1.36                            0.37
## 401  1996                            1.36                            0.37
## 402  1995                            1.34                            0.35
## 403  1994                            1.40                            0.33
## 404  1993                            1.44                            0.33
## 405  1992                            1.45                            0.34
## 406  1991                            1.43                            0.34
## 407  1990                            1.54                            0.39
## 408  1989                            1.51                            0.39
## 409  1988                            1.50                            0.41
## 410  1987                            1.50                            0.42
## 411  1986                            1.50                            0.41
## 412  1985                            1.47                            0.41
## 413  1984                            1.46                            0.40
## 414  1983                            1.55                            0.39
## 415  1982                            1.54                            0.40
## 416  1981                            1.54                            0.39
## 417  1980                            1.40                            0.37
## 418  1979                            1.38                            0.34
## 419  1978                            1.34                            0.32
## 420  1977                            1.27                            0.31
## 421  2018                            0.95                            0.25
## 422  2017                            0.98                            0.25
## 423  2016                            0.99                            0.25
## 424  2015                            1.01                            0.25
## 425  2014                            1.02                            0.25
## 426  2013                            1.03                            0.25
## 427  2012                            1.06                            0.25
## 428  2011                            1.06                            0.25
## 429  2010                            1.08                            0.25
## 430  2009                            1.11                            0.25
## 431  2008                            1.16                            0.25
## 432  2007                            1.19                            0.26
## 433  2006                            1.19                            0.26
## 434  2005                            1.17                            0.26
## 435  2004                            1.19                            0.27
## 436  2003                            1.20                            0.26
## 437  2002                            1.21                            0.26
## 438  2001                            1.20                            0.25
## 439  2000                            1.21                            0.25
## 440  1999                            1.23                            0.25
## 441  1998                            1.22                            0.23
## 442  1997                            1.20                            0.23
## 443  1996                            1.24                            0.24
## 444  1995                            1.21                            0.21
## 445  1994                            1.17                            0.21
## 446  1993                            1.23                            0.20
## 447  1992                            1.22                            0.21
## 448  1991                            1.16                            0.22
## 449  1990                            1.22                            0.23
## 450  1989                            1.18                            0.24
## 451  1988                            1.21                            0.26
## 452  1987                            1.21                            0.27
## 453  1986                            1.21                            0.27
## 454  1985                            1.17                            0.25
## 455  1984                            1.18                            0.24
## 456  1983                            1.14                            0.22
## 457  1982                            1.12                            0.21
## 458  1981                            1.10                            0.18
## 459  1980                            1.06                            0.19
## 460  1979                            1.11                            0.18
## 461  1978                            1.09                            0.18
## 462  1977                            1.03                            0.15
## 463  2018                            1.28                            0.59
## 464  2017                            1.29                            0.58
## 465  2016                            1.29                            0.57
## 466  2015                            1.28                            0.56
## 467  2014                            1.27                            0.54
## 468  2013                            1.25                            0.54
## 469  2012                            1.25                            0.53
## 470  2011                            1.25                            0.53
## 471  2010                            1.25                            0.52
## 472  2009                            1.27                            0.51
## 473  2008                            1.33                            0.51
## 474  2007                            1.30                            0.48
## 475  2006                            1.28                            0.47
## 476  2005                            1.30                            0.45
## 477  2004                            1.38                            0.43
## 478  2003                            1.30                            0.42
## 479  2002                            1.27                            0.39
## 480  2001                            1.30                            0.38
## 481  2000                            1.33                            0.39
## 482  1999                            1.31                            0.39
## 483  1998                            1.32                            0.37
## 484  1997                            1.38                            0.40
## 485  1996                            1.40                            0.36
## 486  1995                            1.41                            0.34
## 487  1994                            1.46                            0.38
## 488  1993                            1.49                            0.37
## 489  1992                            1.55                            0.39
## 490  1991                            1.57                            0.40
## 491  1990                            1.64                            0.40
## 492  1989                            1.56                            0.43
## 493  1988                            1.64                            0.45
## 494  1987                            1.59                            0.41
## 495  1986                            1.61                            0.44
## 496  1985                            1.61                            0.42
## 497  1984                            1.66                            0.41
## 498  1983                            1.89                            0.44
## 499  1982                            1.80                            0.48
## 500  1981                            1.74                            0.44
## 501  1980                            1.64                            0.46
## 502  1979                            1.51                            0.42
## 503  1978                            1.33                            0.44
## 504  1977                            1.55                            0.35
## 505  2018                            0.90                            1.21
## 506  2017                            0.90                            1.19
## 507  2016                            0.92                            1.19
## 508  2015                            0.94                            1.14
## 509  2014                            0.93                            1.12
## 510  2013                            0.96                            1.08
## 511  2012                            0.98                            1.02
## 512  2011                            1.00                            0.92
## 513  2010                            1.06                            0.90
## 514  2009                            1.05                            0.91
## 515  2008                            1.15                            0.81
## 516  2007                            1.17                            0.73
## 517  2006                            1.14                            0.74
## 518  2005                            1.11                            0.74
## 519  2004                            1.14                            0.72
## 520  2003                            1.15                            0.65
## 521  2002                            1.16                            0.64
## 522  2001                            1.14                            0.63
## 523  2000                            1.13                            0.65
## 524  1999                            1.09                            0.68
## 525  1998                            1.15                            0.33
## 526  1997                            1.11                            0.32
## 527  1996                            1.13                            0.30
## 528  1995                            1.18                            0.30
## 529  1994                            1.24                            0.35
## 530  1993                            1.26                            0.29
## 531  1992                            1.32                            0.31
## 532  1991                            1.31                            0.32
## 533  1990                            1.36                            0.33
## 534  1989                            1.27                            0.31
## 535  1988                            1.28                            0.37
## 536  1987                            1.33                            0.39
## 537  1986                            1.36                            0.39
## 538  1985                            1.36                            0.36
## 539  1984                            1.41                            0.31
## 540  1983                            1.45                            0.30
## 541  1982                            1.45                            0.30
## 542  1981                            1.54                            0.33
## 543  1980                            1.53                            0.30
## 544  1979                            1.51                            0.27
## 545  1978                            1.46                            0.25
## 546  1977                            1.47                            0.22
## 547  2018                            1.08                            0.45
## 548  2017                            1.10                            0.45
## 549  2016                            1.12                            0.43
## 550  2015                            1.12                            0.43
## 551  2014                            1.12                            0.42
## 552  2013                            1.13                            0.42
## 553  2012                            1.15                            0.43
## 554  2011                            1.19                            0.41
## 555  2010                            1.22                            0.40
## 556  2009                            1.24                            0.39
## 557  2008                            1.23                            0.38
## 558  2007                            1.24                            0.41
## 559  2006                            1.24                            0.37
## 560  2005                            1.23                            0.34
## 561  2004                            1.24                            0.32
## 562  2003                            1.26                            0.35
## 563  2002                            1.28                            0.33
## 564  2001                            1.27                            0.32
## 565  2000                            1.28                            0.32
## 566  1999                            1.29                            0.33
## 567  1998                            1.27                            0.34
## 568  1997                            1.26                            0.35
## 569  1996                            1.27                            0.35
## 570  1995                            1.30                            0.33
## 571  1994                            1.32                            0.34
## 572  1993                            1.32                            0.34
## 573  1992                            1.34                            0.35
## 574  1991                            1.38                            0.34
## 575  1990                            1.43                            0.36
## 576  1989                            1.42                            0.36
## 577  1988                            1.45                            0.38
## 578  1987                            1.43                            0.39
## 579  1986                            1.42                            0.39
## 580  1985                            1.39                            0.38
## 581  1984                            1.41                            0.37
## 582  1983                            1.43                            0.35
## 583  1982                            1.42                            0.35
## 584  1981                            1.44                            0.35
## 585  1980                            1.42                            0.33
## 586  1979                            1.42                            0.32
## 587  1978                            1.35                            0.31
## 588  1977                            1.32                            0.30
## 589  2018                            0.96                            0.29
## 590  2017                            0.97                            0.29
## 591  2016                            0.98                            0.29
## 592  2015                            0.98                            0.28
## 593  2014                            0.98                            0.27
## 594  2013                            1.00                            0.28
## 595  2012                            1.02                            0.28
## 596  2011                            1.02                            0.27
## 597  2010                            1.03                            0.26
## 598  2009                            1.08                            0.25
## 599  2008                            1.10                            0.24
## 600  2007                            1.13                            0.24
## 601  2006                            1.09                            0.25
## 602  2005                            1.11                            0.22
## 603  2004                            1.14                            0.22
## 604  2003                            1.11                            0.21
## 605  2002                            1.13                            0.20
## 606  2001                            1.15                            0.19
## 607  2000                            1.16                            0.20
## 608  1999                            1.16                            0.19
## 609  1998                            1.14                            0.19
## 610  1997                            1.09                            0.18
## 611  1996                            1.09                            0.20
## 612  1995                            1.14                            0.20
## 613  1994                            1.15                            0.20
## 614  1993                            1.15                            0.19
## 615  1992                            1.16                            0.20
## 616  1991                            1.22                            0.19
## 617  1990                            1.26                            0.20
## 618  1989                            1.23                            0.20
## 619  1988                            1.25                            0.21
## 620  1987                            1.26                            0.23
## 621  1986                            1.26                            0.23
## 622  1985                            1.26                            0.22
## 623  1984                            1.27                            0.21
## 624  1983                            1.28                            0.19
## 625  1982                            1.29                            0.19
## 626  1981                            1.29                            0.18
## 627  1980                            1.26                            0.17
## 628  1979                            1.21                            0.15
## 629  1978                            1.18                            0.15
## 630  1977                            1.13                            0.14
## 631  2018                            1.24                            0.23
## 632  2017                            1.27                            0.24
## 633  2016                            1.30                            0.23
## 634  2015                            1.31                            0.22
## 635  2014                            1.34                            0.21
## 636  2013                            1.33                            0.22
## 637  2012                            1.36                            0.23
## 638  2011                            1.38                            0.21
## 639  2010                            1.39                            0.18
## 640  2009                            1.42                            0.18
## 641  2008                            1.43                            0.17
## 642  2007                            1.41                            0.17
## 643  2006                            1.39                            0.16
## 644  2005                            1.40                            0.16
## 645  2004                            1.39                            0.16
## 646  2003                            1.38                            0.15
## 647  2002                            1.38                            0.14
## 648  2001                            1.36                            0.13
## 649  2000                            1.35                            0.13
## 650  1999                            1.34                            0.13
## 651  1998                            1.31                            0.12
## 652  1997                            1.28                            0.12
## 653  1996                            1.28                            0.12
## 654  1995                            1.26                            0.11
## 655  1994                            1.30                            0.10
## 656  1993                            1.28                            0.11
## 657  1992                            1.31                            0.13
## 658  1991                            1.32                            0.16
## 659  1990                            1.34                            0.18
## 660  1989                            1.30                            0.19
## 661  1988                            1.32                            0.20
## 662  1987                            1.34                            0.22
## 663  1986                            1.35                            0.20
## 664  1985                            1.33                            0.14
## 665  1984                            1.39                            0.12
## 666  1983                            1.40                            0.13
## 667  1982                            1.40                            0.13
## 668  1981                            1.44                            0.13
## 669  1980                            1.41                            0.13
## 670  1979                            1.40                            0.11
## 671  1978                            1.38                            0.11
## 672  1977                            1.33                            0.10
## 673  2018                            0.99                            0.14
## 674  2017                            1.03                            0.14
## 675  2016                            1.02                            0.14
## 676  2015                            1.03                            0.14
## 677  2014                            1.04                            0.14
## 678  2013                            0.99                            0.14
## 679  2012                            1.09                            0.14
## 680  2011                            1.07                            0.14
## 681  2010                            1.13                            0.14
## 682  2009                            1.18                            0.14
## 683  2008                            1.22                            0.14
## 684  2007                            1.17                            0.15
## 685  2006                            1.14                            0.18
## 686  2005                            1.14                            0.18
## 687  2004                            1.14                            0.16
## 688  2003                            1.16                            0.17
## 689  2002                            1.19                            0.15
## 690  2001                            1.12                            0.15
## 691  2000                            1.13                            0.15
## 692  1999                            1.12                            0.15
## 693  1998                            1.08                            0.13
## 694  1997                            1.08                            0.12
## 695  1996                            1.04                            0.12
## 696  1995                            1.04                            0.12
## 697  1994                            1.12                            0.13
## 698  1993                            1.09                            0.14
## 699  1992                            1.09                            0.14
## 700  1991                            1.15                            0.14
## 701  1990                            1.13                            0.13
## 702  1989                            1.13                            0.13
## 703  1988                            1.13                            0.22
## 704  1987                            1.14                            0.17
## 705  1986                            1.14                            0.17
## 706  1985                            1.18                            0.15
## 707  1984                            1.19                            0.14
## 708  1983                            1.20                            0.13
## 709  1982                            1.22                            0.13
## 710  1981                            1.23                            0.12
## 711  1980                            1.22                            0.11
## 712  1979                            1.19                            0.12
## 713  1978                            1.15                            0.12
## 714  1977                            1.14                            0.10
## 715  2018                            0.93                            0.22
## 716  2017                            0.94                            0.21
## 717  2016                            0.96                            0.22
## 718  2015                            0.99                            0.22
## 719  2014                            0.94                            0.21
## 720  2013                            0.95                            0.20
## 721  2012                            0.97                            0.20
## 722  2011                            0.94                            0.19
## 723  2010                            1.00                            0.18
## 724  2009                            1.02                            0.18
## 725  2008                            1.03                            0.17
## 726  2007                            1.04                            0.17
## 727  2006                            1.04                            0.17
## 728  2005                            1.04                            0.14
## 729  2004                            1.07                            0.17
## 730  2003                            1.03                            0.15
## 731  2002                            1.08                            0.14
## 732  2001                            1.04                            0.12
## 733  2000                            1.07                            0.14
## 734  1999                            1.07                            0.13
## 735  1998                            1.08                            0.13
## 736  1997                            1.07                            0.13
## 737  1996                            1.09                            0.13
## 738  1995                            1.06                            0.11
## 739  1994                            1.08                            0.11
## 740  1993                            1.08                            0.10
## 741  1992                            1.04                            0.11
## 742  1991                            1.11                            0.11
## 743  1990                            1.12                            0.11
## 744  1989                            1.09                            0.12
## 745  1988                            1.10                            0.12
## 746  1987                            1.04                            0.14
## 747  1986                            1.10                            0.14
## 748  1985                            1.08                            0.14
## 749  1984                            1.06                            0.13
## 750  1983                            1.13                            0.12
## 751  1982                            1.14                            0.12
## 752  1981                            1.13                            0.10
## 753  1980                            1.08                            0.10
## 754  1979                            1.07                            0.09
## 755  1978                            1.04                            0.09
## 756  1977                            1.16                            0.09
## 757  2018                            1.23                            0.34
## 758  2017                            1.24                            0.34
## 759  2016                            1.25                            0.34
## 760  2015                            1.27                            0.33
## 761  2014                            1.30                            0.33
## 762  2013                            1.34                            0.32
## 763  2012                            1.38                            0.32
## 764  2011                            1.39                            0.30
## 765  2010                            1.42                            0.28
## 766  2009                            1.50                            0.28
## 767  2008                            1.55                            0.26
## 768  2007                            1.57                            0.27
## 769  2006                            1.59                            0.25
## 770  2005                            1.47                            0.24
## 771  2004                            1.38                            0.26
## 772  2003                            1.41                            0.25
## 773  2002                            1.32                            0.24
## 774  2001                            1.49                            0.23
## 775  2000                            1.51                            0.22
## 776  1999                            1.52                            0.24
## 777  1998                            1.48                            0.23
## 778  1997                            1.51                            0.23
## 779  1996                            1.52                            0.22
## 780  1995                            1.51                            0.21
## 781  1994                            1.45                            0.21
## 782  1993                            1.53                            0.21
## 783  1992                            1.55                            0.22
## 784  1991                            1.52                            0.21
## 785  1990                            1.53                            0.23
## 786  1989                            1.47                            0.24
## 787  1988                            1.49                            0.24
## 788  1987                            1.40                            0.25
## 789  1986                            1.42                            0.26
## 790  1985                            1.37                            0.28
## 791  1984                            1.42                            0.29
## 792  1983                            1.44                            0.31
## 793  1982                            1.49                            0.30
## 794  1981                            1.49                            0.28
## 795  1980                            1.40                            0.27
## 796  1979                            1.32                            0.25
## 797  1978                            1.32                            0.25
## 798  1977                            1.27                            0.25
## 799  2018                            1.34                            0.44
## 800  2017                            1.35                            0.44
## 801  2016                            1.36                            0.44
## 802  2015                            1.37                            0.44
## 803  2014                            1.36                            0.42
## 804  2013                            1.36                            0.42
## 805  2012                            1.34                            0.42
## 806  2011                            1.31                            0.42
## 807  2010                            1.30                            0.42
## 808  2009                            1.31                            0.42
## 809  2008                            1.33                            0.42
## 810  2007                            1.35                            0.42
## 811  2006                            1.34                            0.42
## 812  2005                            1.34                            0.41
## 813  2004                            1.26                            0.41
## 814  2003                            1.25                            0.40
## 815  2002                            1.23                            0.40
## 816  2001                            1.21                            0.37
## 817  2000                            1.17                            0.38
## 818  1999                            1.16                            0.36
## 819  1998                            1.14                            0.33
## 820  1997                            1.16                            0.32
## 821  1996                            1.21                            0.32
## 822  1995                            1.14                            0.28
## 823  1994                            1.13                            0.27
## 824  1993                            1.15                            0.29
## 825  1992                            1.16                            0.29
## 826  1991                            1.18                            0.30
## 827  1990                            1.21                            0.31
## 828  1989                            1.26                            0.34
## 829  1988                            1.29                            0.36
## 830  1987                            1.27                            0.38
## 831  1986                            1.29                            0.36
## 832  1985                            1.29                            0.33
## 833  1984                            1.25                            0.31
## 834  1983                            1.32                            0.29
## 835  1982                            1.30                            0.30
## 836  1981                            1.24                            0.28
## 837  1980                            1.32                            0.28
## 838  1979                            1.27                            0.27
## 839  1978                            1.28                            0.26
## 840  1977                            1.35                            0.23
## 841  2018                            0.78                            0.39
## 842  2017                            0.82                            0.40
## 843  2016                            0.83                            0.40
## 844  2015                            0.85                            0.39
## 845  2014                            0.86                            0.39
## 846  2013                            0.89                            0.39
## 847  2012                            0.91                            0.39
## 848  2011                            0.92                            0.39
## 849  2010                            0.94                            0.38
## 850  2009                            0.96                            0.36
## 851  2008                            0.99                            0.36
## 852  2007                            1.01                            0.36
## 853  2006                            1.01                            0.34
## 854  2005                            1.02                            0.34
## 855  2004                            1.03                            0.33
## 856  2003                            1.03                            0.32
## 857  2002                            1.06                            0.31
## 858  2001                            1.06                            0.30
## 859  2000                            1.04                            0.30
## 860  1999                            1.04                            0.30
## 861  1998                            1.05                            0.30
## 862  1997                            1.08                            0.29
## 863  1996                            1.05                            0.29
## 864  1995                            1.07                            0.28
## 865  1994                            1.09                            0.28
## 866  1993                            1.10                            0.28
## 867  1992                            1.11                            0.29
## 868  1991                            1.15                            0.30
## 869  1990                            1.22                            0.33
## 870  1989                            1.20                            0.34
## 871  1988                            1.24                            0.36
## 872  1987                            1.28                            0.38
## 873  1986                            1.28                            0.38
## 874  1985                            1.30                            0.36
## 875  1984                            1.31                            0.36
## 876  1983                            1.34                            0.35
## 877  1982                            1.27                            0.32
## 878  1981                            1.39                            0.34
## 879  1980                            1.41                            0.33
## 880  1979                            1.43                            0.31
## 881  1978                            1.40                            0.31
## 882  1977                            1.36                            0.30
## 883  2018                            0.91                            0.63
## 884  2017                            0.95                            0.66
## 885  2016                            0.95                            0.65
## 886  2015                            0.96                            0.65
## 887  2014                            0.98                            0.66
## 888  2013                            1.00                            0.66
## 889  2012                            1.03                            0.65
## 890  2011                            1.02                            0.64
## 891  2010                            1.04                            0.62
## 892  2009                            1.03                            0.62
## 893  2008                            1.08                            0.62
## 894  2007                            1.11                            0.62
## 895  2006                            1.10                            0.61
## 896  2005                            1.07                            0.59
## 897  2004                            1.10                            0.58
## 898  2003                            1.10                            0.56
## 899  2002                            1.13                            0.54
## 900  2001                            1.13                            0.52
## 901  2000                            1.16                            0.51
## 902  1999                            1.09                            0.51
## 903  1998                            1.14                            0.50
## 904  1997                            1.13                            0.49
## 905  1996                            1.11                            0.48
## 906  1995                            1.13                            0.44
## 907  1994                            1.14                            0.44
## 908  1993                            1.14                            0.44
## 909  1992                            1.12                            0.44
## 910  1991                            1.19                            0.43
## 911  1990                            1.22                            0.45
## 912  1989                            1.24                            0.46
## 913  1988                            1.27                            0.49
## 914  1987                            1.27                            0.50
## 915  1986                            1.29                            0.52
## 916  1985                            1.28                            0.50
## 917  1984                            1.29                            0.50
## 918  1983                            1.36                            0.49
## 919  1982                            1.35                            0.50
## 920  1981                            1.44                            0.49
## 921  1980                            1.46                            0.45
## 922  1979                            1.40                            0.43
## 923  1978                            1.38                            0.41
## 924  1977                            1.35                            0.37
## 925  2018                            1.00                            0.40
## 926  2017                            1.01                            0.40
## 927  2016                            1.03                            0.39
## 928  2015                            0.99                            0.36
## 929  2014                            1.05                            0.39
## 930  2013                            1.01                            0.37
## 931  2012                            1.08                            0.35
## 932  2011                            1.07                            0.35
## 933  2010                            1.09                            0.33
## 934  2009                            1.11                            0.32
## 935  2008                            1.13                            0.30
## 936  2007                            1.13                            0.30
## 937  2006                            1.13                            0.29
## 938  2005                            1.15                            0.28
## 939  2004                            1.16                            0.27
## 940  2003                            1.17                            0.28
## 941  2002                            1.19                            0.25
## 942  2001                            1.18                            0.23
## 943  2000                            1.20                            0.24
## 944  1999                            1.20                            0.24
## 945  1998                            1.20                            0.22
## 946  1997                            1.19                            0.22
## 947  1996                            1.22                            0.22
## 948  1995                            1.20                            0.19
## 949  1994                            1.23                            0.20
## 950  1993                            1.26                            0.20
## 951  1992                            1.26                            0.22
## 952  1991                            1.30                            0.22
## 953  1990                            1.33                            0.28
## 954  1989                            1.29                            0.30
## 955  1988                            1.32                            0.32
## 956  1987                            1.32                            0.33
## 957  1986                            1.33                            0.33
## 958  1985                            1.31                            0.32
## 959  1984                            1.33                            0.31
## 960  1983                            1.36                            0.28
## 961  1982                            1.35                            0.39
## 962  1981                            1.34                            0.29
## 963  1980                            1.34                            0.28
## 964  1979                            1.36                            0.25
## 965  1978                            1.43                            0.25
## 966  1977                            1.45                            0.24
## 967  2018                            1.14                            0.44
## 968  2017                            1.15                            0.44
## 969  2016                            1.15                            0.44
## 970  2015                            1.16                            0.43
## 971  2014                            1.14                            0.44
## 972  2013                            1.14                            0.43
## 973  2012                            1.18                            0.42
## 974  2011                            1.13                            0.34
## 975  2010                            1.14                            0.33
## 976  2009                            1.19                            0.37
## 977  2008                            1.21                            0.36
## 978  2007                            1.23                            0.36
## 979  2006                            1.15                            0.32
## 980  2005                            1.18                            0.33
## 981  2004                            1.24                            0.31
## 982  2003                            1.22                            0.29
## 983  2002                            1.26                            0.28
## 984  2001                            1.25                            0.26
## 985  2000                            1.24                            0.26
## 986  1999                            1.23                            0.27
## 987  1998                            1.16                            0.27
## 988  1997                            1.20                            0.27
## 989  1996                            1.23                            0.26
## 990  1995                            1.29                            0.26
## 991  1994                            1.27                            0.25
## 992  1993                            1.24                            0.24
## 993  1992                            1.25                            0.25
## 994  1991                            1.30                            0.24
## 995  1990                            1.32                            0.27
## 996  1989                            1.29                            0.27
## 997  1988                            1.31                            0.30
## 998  1987                            1.32                            0.32
## 999  1986                            1.31                            0.34
## 1000 1985                            1.31                            0.31
## 1001 1984                            1.34                            0.28
## 1002 1983                            1.38                            0.27
## 1003 1982                            1.37                            0.27
## 1004 1981                            1.39                            0.27
## 1005 1980                            1.39                            0.26
## 1006 1979                            1.36                            0.24
## 1007 1978                            1.32                            0.23
## 1008 1977                            1.31                            0.21
## 1009 2018                            1.21                            0.18
## 1010 2017                            1.25                            0.18
## 1011 2016                            1.28                            0.17
## 1012 2015                            1.31                            0.17
## 1013 2014                            1.33                            0.16
## 1014 2013                            1.35                            0.16
## 1015 2012                            1.37                            0.16
## 1016 2011                            1.36                            0.16
## 1017 2010                            1.37                            0.15
## 1018 2009                            1.41                            0.15
## 1019 2008                            1.44                            0.15
## 1020 2007                            1.45                            0.14
## 1021 2006                            1.43                            0.13
## 1022 2005                            1.40                            0.13
## 1023 2004                            1.38                            0.13
## 1024 2003                            1.38                            0.12
## 1025 2002                            1.41                            0.12
## 1026 2001                            1.40                            0.11
## 1027 2000                            1.43                            0.11
## 1028 1999                            1.42                            0.11
## 1029 1998                            1.40                            0.09
## 1030 1997                            1.39                            0.09
## 1031 1996                            1.42                            0.10
## 1032 1995                            1.37                            0.10
## 1033 1994                            1.28                            0.08
## 1034 1993                            1.37                            0.10
## 1035 1992                            1.35                            0.09
## 1036 1991                            1.32                            0.09
## 1037 1990                            1.34                            0.09
## 1038 1989                            1.28                            0.09
## 1039 1988                            1.30                            0.09
## 1040 1987                            1.28                            0.09
## 1041 1986                            1.28                            0.10
## 1042 1985                            1.22                            0.10
## 1043 1984                            1.20                            0.11
## 1044 1983                            1.20                            0.11
## 1045 1982                            1.18                            0.11
## 1046 1981                            1.19                            0.11
## 1047 1980                            1.13                            0.10
## 1048 1979                            1.10                            0.09
## 1049 1978                            1.11                            0.10
## 1050 1977                            1.04                            0.10
## 1051 2018                            1.11                            0.38
## 1052 2017                            1.13                            0.39
## 1053 2016                            1.16                            0.38
## 1054 2015                            1.17                            0.39
## 1055 2014                            1.16                            0.36
## 1056 2013                            1.19                            0.36
## 1057 2012                            1.22                            0.34
## 1058 2011                            1.24                            0.34
## 1059 2010                            1.27                            0.32
## 1060 2009                            1.30                            0.30
## 1061 2008                            1.32                            0.30
## 1062 2007                            1.33                            0.30
## 1063 2006                            1.33                            0.28
## 1064 2005                            1.31                            0.27
## 1065 2004                            1.33                            0.27
## 1066 2003                            1.34                            0.26
## 1067 2002                            1.36                            0.25
## 1068 2001                            1.34                            0.23
## 1069 2000                            1.35                            0.23
## 1070 1999                            1.35                            0.23
## 1071 1998                            1.33                            0.23
## 1072 1997                            1.30                            0.22
## 1073 1996                            1.31                            0.22
## 1074 1995                            1.31                            0.20
## 1075 1994                            1.36                            0.19
## 1076 1993                            1.33                            0.20
## 1077 1992                            1.34                            0.21
## 1078 1991                            1.35                            0.22
## 1079 1990                            1.37                            0.22
## 1080 1989                            1.36                            0.23
## 1081 1988                            1.35                            0.26
## 1082 1987                            1.38                            0.28
## 1083 1986                            1.38                            0.28
## 1084 1985                            1.34                            0.26
## 1085 1984                            1.35                            0.26
## 1086 1983                            1.38                            0.22
## 1087 1982                            1.39                            0.22
## 1088 1981                            1.41                            0.22
## 1089 1980                            1.39                            0.20
## 1090 1979                            1.36                            0.20
## 1091 1978                            1.31                            0.19
## 1092 1977                            1.23                            0.19
## 1093 2018                            1.60                            0.51
## 1094 2017                            1.61                            0.51
## 1095 2016                            1.62                            0.52
## 1096 2015                            1.63                            0.50
## 1097 2014                            1.63                            0.50
## 1098 2013                            1.64                            0.49
## 1099 2012                            1.65                            0.48
## 1100 2011                            1.61                            0.47
## 1101 2010                            1.65                            0.45
## 1102 2009                            1.64                            0.45
## 1103 2008                            1.66                            0.44
## 1104 2007                            1.66                            0.43
## 1105 2006                            1.63                            0.41
## 1106 2005                            1.59                            0.42
## 1107 2004                            1.57                            0.34
## 1108 2003                            1.56                            0.33
## 1109 2002                            1.62                            0.33
## 1110 2001                            1.58                            0.30
## 1111 2000                            1.57                            0.29
## 1112 1999                            1.56                            0.28
## 1113 1998                            1.53                            0.27
## 1114 1997                            1.41                            0.27
## 1115 1996                            1.55                            0.26
## 1116 1995                            1.52                            0.25
## 1117 1994                            1.57                            0.24
## 1118 1993                            1.49                            0.25
## 1119 1992                            1.59                            0.26
## 1120 1991                            1.61                            0.28
## 1121 1990                            1.61                            0.29
## 1122 1989                            1.59                            0.29
## 1123 1988                            1.61                            0.32
## 1124 1987                            1.59                            0.34
## 1125 1986                            1.60                            0.34
## 1126 1985                            1.62                            0.33
## 1127 1984                            1.71                            0.32
## 1128 1983                            1.80                            0.32
## 1129 1982                            1.82                            0.32
## 1130 1981                            1.90                            0.33
## 1131 1980                            1.82                            0.35
## 1132 1979                            1.83                            0.41
## 1133 1978                            1.82                            0.20
## 1134 1977                            1.82                            0.20
## 1135 2018                            1.22                            0.21
## 1136 2017                            1.26                            0.22
## 1137 2016                            1.30                            0.22
## 1138 2015                            1.34                            0.22
## 1139 2014                            1.37                            0.21
## 1140 2013                            1.39                            0.21
## 1141 2012                            1.41                            0.21
## 1142 2011                            1.39                            0.21
## 1143 2010                            1.40                            0.21
## 1144 2009                            1.42                            0.20
## 1145 2008                            1.45                            0.20
## 1146 2007                            1.43                            0.20
## 1147 2006                            1.42                            0.21
## 1148 2005                            1.41                            0.20
## 1149 2004                            1.44                            0.20
## 1150 2003                            1.43                            0.19
## 1151 2002                            1.45                            0.17
## 1152 2001                            1.43                            0.16
## 1153 2000                            1.44                            0.17
## 1154 1999                            1.42                            0.17
## 1155 1998                            1.39                            0.18
## 1156 1997                            1.35                            0.18
## 1157 1996                            1.35                            0.18
## 1158 1995                            1.35                            0.19
## 1159 1994                            1.39                            0.18
## 1160 1993                            1.37                            0.18
## 1161 1992                            1.37                            0.18
## 1162 1991                            1.40                            0.18
## 1163 1990                            1.41                            0.20
## 1164 1989                            1.41                            0.20
## 1165 1988                            1.41                            0.22
## 1166 1987                            1.43                            0.23
## 1167 1986                            1.41                            0.23
## 1168 1985                            1.41                            0.22
## 1169 1984                            1.46                            0.21
## 1170 1983                            1.50                            0.21
## 1171 1982                            1.51                            0.28
## 1172 1981                            1.57                            0.20
## 1173 1980                            1.56                            0.19
## 1174 1979                            1.52                            0.18
## 1175 1978                            1.48                            0.18
## 1176 1977                            1.46                            0.17
## 1177 2018                            1.35                            0.60
## 1178 2017                            1.40                            0.61
## 1179 2016                            1.42                            0.62
## 1180 2015                            1.39                            0.66
## 1181 2014                            1.41                            0.66
## 1182 2013                            1.41                            0.63
## 1183 2012                            1.41                            0.62
## 1184 2011                            1.45                            0.63
## 1185 2010                            1.49                            0.60
## 1186 2009                            1.53                            0.56
## 1187 2008                            1.63                            0.61
## 1188 2007                            1.66                            0.62
## 1189 2006                            1.71                            0.65
## 1190 2005                            1.69                            0.62
## 1191 2004                            1.73                            0.63
## 1192 2003                            1.74                            0.61
## 1193 2002                            1.74                            0.60
## 1194 2001                            1.79                            0.59
## 1195 2000                            1.79                            0.62
## 1196 1999                            1.82                            0.63
## 1197 1998                            1.80                            0.58
## 1198 1997                            1.84                            0.58
## 1199 1996                            1.91                            0.59
## 1200 1995                            1.87                            0.58
## 1201 1994                            1.93                            0.57
## 1202 1993                            1.95                            0.58
## 1203 1992                            2.02                            0.62
## 1204 1991                            2.05                            0.63
## 1205 1990                            2.17                            0.69
## 1206 1989                            2.12                            0.71
## 1207 1988                            2.08                            0.76
## 1208 1987                            2.01                            0.83
## 1209 1986                            2.04                            0.86
## 1210 1985                            1.96                            0.84
## 1211 1984                            1.97                            0.80
## 1212 1983                            1.96                            0.78
## 1213 1982                            2.00                            0.77
## 1214 1981                            2.08                            0.80
## 1215 1980                            2.06                            0.78
## 1216 1979                            2.07                            0.79
## 1217 1978                            2.01                            0.77
## 1218 1977                            1.99                            0.77
## 1219 2018                            1.79                            0.84
## 1220 2017                            1.83                            0.87
## 1221 2016                            1.86                            0.88
## 1222 2015                            1.87                            0.88
## 1223 2014                            1.69                            0.89
## 1224 2013                            1.86                            0.89
## 1225 2012                            1.90                            0.86
## 1226 2011                            1.86                            0.92
## 1227 2010                            1.81                            0.84
## 1228 2009                            1.79                            0.84
## 1229 2008                            1.78                            0.81
## 1230 2007                            1.82                            0.79
## 1231 2006                            1.73                            0.78
## 1232 2005                            1.75                            0.75
## 1233 2004                            1.74                            0.73
## 1234 2003                            1.75                            0.71
## 1235 2002                            1.75                            0.70
## 1236 2001                            1.75                            0.66
## 1237 2000                            1.78                            0.65
## 1238 1999                            1.78                            0.65
## 1239 1998                            1.77                            0.55
## 1240 1997                            1.78                            0.54
## 1241 1996                            1.78                            0.53
## 1242 1995                            1.73                            0.50
## 1243 1994                            1.75                            0.48
## 1244 1993                            1.83                            0.54
## 1245 1992                            1.81                            0.52
## 1246 1991                            1.85                            0.49
## 1247 1990                            1.85                            0.49
## 1248 1989                            1.87                            0.50
## 1249 1988                            1.91                            0.49
## 1250 1987                            1.93                            0.50
## 1251 1986                            1.93                            0.52
## 1252 1985                            1.99                            0.53
## 1253 1984                            1.99                            0.59
## 1254 1983                            2.17                            0.56
## 1255 1982                            1.90                            0.59
## 1256 1981                            1.89                            0.59
## 1257 1980                            1.93                            0.60
## 1258 1979                            1.94                            0.61
## 1259 1978                            1.95                            0.53
## 1260 1977                            1.86                            0.49
## 1261 2018                            0.80                            0.57
## 1262 2017                            0.80                            0.60
## 1263 2016                            0.83                            0.60
## 1264 2015                            0.84                            0.60
## 1265 2014                            0.84                            0.62
## 1266 2013                            0.84                            0.61
## 1267 2012                            0.89                            0.60
## 1268 2011                            0.89                            0.58
## 1269 2010                            0.92                            0.57
## 1270 2009                            0.91                            0.57
## 1271 2008                            0.93                            0.55
## 1272 2007                            0.93                            0.55
## 1273 2006                            0.95                            0.54
## 1274 2005                            0.95                            0.52
## 1275 2004                            0.96                            0.52
## 1276 2003                            0.95                            0.50
## 1277 2002                            0.98                            0.49
## 1278 2001                            0.99                            0.47
## 1279 2000                            0.97                            0.47
## 1280 1999                            0.97                            0.47
## 1281 1998                            0.98                            0.46
## 1282 1997                            0.99                            0.46
## 1283 1996                            1.00                            0.44
## 1284 1995                            1.06                            0.44
## 1285 1994                            1.04                            0.43
## 1286 1993                            1.07                            0.42
## 1287 1992                            1.07                            0.44
## 1288 1991                            1.09                            0.43
## 1289 1990                            1.15                            0.48
## 1290 1989                            1.13                            0.50
## 1291 1988                            1.15                            0.51
## 1292 1987                            1.18                            0.54
## 1293 1986                            1.17                            0.56
## 1294 1985                            1.17                            0.55
## 1295 1984                            1.18                            0.54
## 1296 1983                            1.20                            0.52
## 1297 1982                            1.21                            0.52
## 1298 1981                            1.21                            0.51
## 1299 1980                            1.22                            0.47
## 1300 1979                            1.18                            0.43
## 1301 1978                            1.17                            0.41
## 1302 1977                            1.16                            0.40
## 1303 2018                            1.07                            0.31
## 1304 2017                            1.05                            0.30
## 1305 2016                            1.10                            0.31
## 1306 2015                            1.02                            0.30
## 1307 2014                            1.29                            0.31
## 1308 2013                            1.17                            0.34
## 1309 2012                            1.24                            0.33
## 1310 2011                            1.32                            0.31
## 1311 2010                            1.23                            0.31
## 1312 2009                            1.34                            0.31
## 1313 2008                            1.41                            0.31
## 1314 2007                            1.39                            0.30
## 1315 2006                            1.37                            0.30
## 1316 2005                            1.47                            0.29
## 1317 2004                            1.46                            0.25
## 1318 2003                            1.52                            0.27
## 1319 2002                            1.52                            0.26
## 1320 2001                            1.54                            0.25
## 1321 2000                            1.53                            0.25
## 1322 1999                            1.53                            0.25
## 1323 1998                            1.49                            0.24
## 1324 1997                            1.51                            0.24
## 1325 1996                            1.55                            0.24
## 1326 1995                            1.56                            0.24
## 1327 1994                            1.46                            0.19
## 1328 1993                            1.53                            0.23
## 1329 1992                            1.56                            0.25
## 1330 1991                            1.64                            0.26
## 1331 1990                            1.68                            0.28
## 1332 1989                            1.67                            0.29
## 1333 1988                            1.66                            0.33
## 1334 1987                            1.65                            0.36
## 1335 1986                            1.66                            0.36
## 1336 1985                            1.71                            0.36
## 1337 1984                            1.72                            0.28
## 1338 1983                            1.72                            0.31
## 1339 1982                            1.72                            0.34
## 1340 1981                            1.73                            0.32
## 1341 1980                            1.65                            0.32
## 1342 1979                            1.64                            0.29
## 1343 1978                            1.65                            0.31
## 1344 1977                            1.62                            0.31
## 1345 2018                            0.88                            0.52
## 1346 2017                            0.90                            0.54
## 1347 2016                            0.91                            0.53
## 1348 2015                            0.91                            0.50
## 1349 2014                            0.90                            0.54
## 1350 2013                            0.93                            0.51
## 1351 2012                            0.91                            0.51
## 1352 2011                            0.89                            0.50
## 1353 2010                            0.89                            0.48
## 1354 2009                            0.92                            0.47
## 1355 2008                            0.93                            0.47
## 1356 2007                            0.93                            0.47
## 1357 2006                            0.89                            0.46
## 1358 2005                            0.91                            0.43
## 1359 2004                            0.92                            0.42
## 1360 2003                            0.93                            0.40
## 1361 2002                            0.95                            0.38
## 1362 2001                            0.96                            0.37
## 1363 2000                            0.92                            0.38
## 1364 1999                            0.93                            0.37
## 1365 1998                            0.95                            0.38
## 1366 1997                            0.86                            0.36
## 1367 1996                            0.91                            0.36
## 1368 1995                            1.00                            0.38
## 1369 1994                            0.98                            0.35
## 1370 1993                            1.00                            0.35
## 1371 1992                            1.04                            0.37
## 1372 1991                            1.09                            0.37
## 1373 1990                            1.13                            0.41
## 1374 1989                            1.11                            0.42
## 1375 1988                            1.14                            0.44
## 1376 1987                            1.14                            0.47
## 1377 1986                            1.12                            0.50
## 1378 1985                            1.14                            0.49
## 1379 1984                            1.14                            0.49
## 1380 1983                            1.23                            0.49
## 1381 1982                            1.26                            0.48
## 1382 1981                            1.25                            0.46
## 1383 1980                            1.27                            0.46
## 1384 1979                            1.21                            0.44
## 1385 1978                            1.18                            0.42
## 1386 1977                            1.18                            0.39
## 1387 2018                            1.04                            0.45
## 1388 2017                            1.05                            0.44
## 1389 2016                            1.05                            0.43
## 1390 2015                            1.05                            0.42
## 1391 2014                            1.05                            0.41
## 1392 2013                            1.04                            0.40
## 1393 2012                            1.06                            0.38
## 1394 2011                            1.05                            0.37
## 1395 2010                            1.07                            0.35
## 1396 2009                            1.10                            0.34
## 1397 2008                            1.13                            0.33
## 1398 2007                            1.15                            0.34
## 1399 2006                            1.14                            0.33
## 1400 2005                            1.13                            0.30
## 1401 2004                            1.16                            0.30
## 1402 2003                            1.21                            0.27
## 1403 2002                            1.25                            0.27
## 1404 2001                            1.24                            0.25
## 1405 2000                            1.22                            0.25
## 1406 1999                            1.21                            0.24
## 1407 1998                            1.21                            0.23
## 1408 1997                            1.22                            0.23
## 1409 1996                            1.21                            0.24
## 1410 1995                            1.12                            0.21
## 1411 1994                            1.14                            0.21
## 1412 1993                            1.14                            0.22
## 1413 1992                            1.14                            0.23
## 1414 1991                            1.11                            0.24
## 1415 1990                            1.16                            0.27
## 1416 1989                            1.13                            0.27
## 1417 1988                            1.11                            0.28
## 1418 1987                            1.11                            0.28
## 1419 1986                            1.11                            0.30
## 1420 1985                            1.10                            0.27
## 1421 1984                            1.11                            0.24
## 1422 1983                            1.11                            0.22
## 1423 1982                            1.07                            0.21
## 1424 1981                            1.10                            0.21
## 1425 1980                            1.10                            0.20
## 1426 1979                            1.04                            0.21
## 1427 1978                            1.02                            0.19
## 1428 1977                            0.98                            0.19
## 1429 2018                            1.50                            0.34
## 1430 2017                            1.51                            0.34
## 1431 2016                            1.51                            0.34
## 1432 2015                            1.58                            0.35
## 1433 2014                            1.68                            0.35
## 1434 2013                            1.69                            0.32
## 1435 2012                            1.75                            0.30
## 1436 2011                            1.66                            0.26
## 1437 2010                            1.49                            0.25
## 1438 2009                            1.59                            0.24
## 1439 2008                            1.60                            0.23
## 1440 2007                            1.53                            0.23
## 1441 2006                            1.50                            0.20
## 1442 2005                            1.48                            0.18
## 1443 2004                            1.49                            0.18
## 1444 2003                            1.53                            0.17
## 1445 2002                            1.51                            0.16
## 1446 2001                            1.46                            0.15
## 1447 2000                            1.47                            0.15
## 1448 1999                            1.48                            0.15
## 1449 1998                            1.45                            0.13
## 1450 1997                            1.40                            0.13
## 1451 1996                            1.40                            0.13
## 1452 1995                            1.36                            0.16
## 1453 1994                            1.39                            0.15
## 1454 1993                            1.37                            0.15
## 1455 1992                            1.38                            0.15
## 1456 1991                            1.43                            0.16
## 1457 1990                            1.47                            0.17
## 1458 1989                            1.41                            0.17
## 1459 1988                            1.41                            0.19
## 1460 1987                            1.37                            0.21
## 1461 1986                            1.34                            0.22
## 1462 1985                            1.34                            0.19
## 1463 1984                            1.41                            0.17
## 1464 1983                            1.49                            0.17
## 1465 1982                            1.52                            0.18
## 1466 1981                            1.53                            0.18
## 1467 1980                            1.52                            0.17
## 1468 1979                            1.46                            0.16
## 1469 1978                            1.45                            0.16
## 1470 1977                            1.35                            0.15
## 1471 2018                            1.10                            0.31
## 1472 2017                            1.12                            0.31
## 1473 2016                            1.15                            0.31
## 1474 2015                            1.17                            0.30
## 1475 2014                            1.19                            0.30
## 1476 2013                            1.22                            0.30
## 1477 2012                            1.23                            0.29
## 1478 2011                            1.24                            0.28
## 1479 2010                            1.29                            0.25
## 1480 2009                            1.30                            0.27
## 1481 2008                            1.33                            0.26
## 1482 2007                            1.34                            0.25
## 1483 2006                            1.33                            0.24
## 1484 2005                            1.34                            0.23
## 1485 2004                            1.34                            0.22
## 1486 2003                            1.34                            0.22
## 1487 2002                            1.35                            0.21
## 1488 2001                            1.34                            0.21
## 1489 2000                            1.32                            0.21
## 1490 1999                            1.32                            0.20
## 1491 1998                            1.30                            0.19
## 1492 1997                            1.28                            0.19
## 1493 1996                            1.36                            0.18
## 1494 1995                            1.29                            0.17
## 1495 1994                            1.31                            0.16
## 1496 1993                            1.29                            0.16
## 1497 1992                            1.32                            0.17
## 1498 1991                            1.33                            0.18
## 1499 1990                            1.34                            0.22
## 1500 1989                            1.36                            0.22
## 1501 1988                            1.35                            0.24
## 1502 1987                            1.35                            0.24
## 1503 1986                            1.32                            0.25
## 1504 1985                            1.37                            0.25
## 1505 1984                            1.41                            0.25
## 1506 1983                            1.36                            0.22
## 1507 1982                            1.40                            0.22
## 1508 1981                            1.35                            0.22
## 1509 1980                            1.39                            0.21
## 1510 1979                            1.35                            0.19
## 1511 1978                            1.19                            0.20
## 1512 1977                            1.16                            0.18
## 1513 2018                            1.00                            0.20
## 1514 2017                            1.03                            0.20
## 1515 2016                            1.05                            0.20
## 1516 2015                            1.07                            0.19
## 1517 2014                            1.09                            0.19
## 1518 2013                            1.11                            0.19
## 1519 2012                            1.14                            0.19
## 1520 2011                            1.14                            0.19
## 1521 2010                            1.16                            0.18
## 1522 2009                            1.17                            0.18
## 1523 2008                            1.22                            0.18
## 1524 2007                            1.17                            0.17
## 1525 2006                            1.13                            0.17
## 1526 2005                            1.09                            0.16
## 1527 2004                            1.11                            0.13
## 1528 2003                            1.06                            0.13
## 1529 2002                            1.12                            0.13
## 1530 2001                            1.11                            0.12
## 1531 2000                            1.12                            0.12
## 1532 1999                            1.11                            0.12
## 1533 1998                            1.12                            0.12
## 1534 1997                            1.10                            0.12
## 1535 1996                            1.09                            0.12
## 1536 1995                            1.10                            0.12
## 1537 1994                            1.15                            0.13
## 1538 1993                            1.11                            0.11
## 1539 1992                            1.13                            0.13
## 1540 1991                            1.09                            0.13
## 1541 1990                            1.12                            0.14
## 1542 1989                            1.08                            0.14
## 1543 1988                            1.07                            0.14
## 1544 1987                            1.06                            0.15
## 1545 1986                            1.06                            0.15
## 1546 1985                            1.05                            0.15
## 1547 1984                            1.00                            0.16
## 1548 1983                            1.04                            0.16
## 1549 1982                            1.15                            0.16
## 1550 1981                            1.14                            0.16
## 1551 1980                            1.07                            0.16
## 1552 1979                            1.03                            0.13
## 1553 1978                            1.05                            0.14
## 1554 1977                            1.04                            0.13
## 1555 2018                            1.21                            0.58
## 1556 2017                            1.24                            0.59
## 1557 2016                            1.24                            0.60
## 1558 2015                            1.23                            0.58
## 1559 2014                            1.23                            0.57
## 1560 2013                            1.20                            0.57
## 1561 2012                            1.21                            0.57
## 1562 2011                            1.18                            0.56
## 1563 2010                            1.19                            0.49
## 1564 2009                            1.28                            0.49
## 1565 2008                            1.22                            0.49
## 1566 2007                            1.35                            0.50
## 1567 2006                            1.32                            0.49
## 1568 2005                            1.16                            0.50
## 1569 2004                            1.23                            0.49
## 1570 2003                            1.20                            0.47
## 1571 2002                            1.22                            0.46
## 1572 2001                            1.22                            0.43
## 1573 2000                            1.20                            0.44
## 1574 1999                            1.21                            0.43
## 1575 1998                            1.20                            0.43
## 1576 1997                            1.19                            0.44
## 1577 1996                            1.23                            0.44
## 1578 1995                            1.21                            0.42
## 1579 1994                            1.23                            0.37
## 1580 1993                            1.24                            0.43
## 1581 1992                            1.29                            0.46
## 1582 1991                            1.28                            0.44
## 1583 1990                            1.32                            0.47
## 1584 1989                            1.28                            0.47
## 1585 1988                            1.29                            0.52
## 1586 1987                            1.28                            0.53
## 1587 1986                            1.28                            0.55
## 1588 1985                            1.25                            0.55
## 1589 1984                            1.28                            0.53
## 1590 1983                            1.32                            0.53
## 1591 1982                            1.32                            0.52
## 1592 1981                            1.37                            0.50
## 1593 1980                            1.36                            0.50
## 1594 1979                            1.36                            0.47
## 1595 1978                            1.32                            0.46
## 1596 1977                            1.30                            0.45
## 1597 2018                            1.29                            0.33
## 1598 2017                            1.30                            0.33
## 1599 2016                            1.31                            0.33
## 1600 2015                            1.31                            0.32
## 1601 2014                            1.32                            0.32
## 1602 2013                            1.34                            0.31
## 1603 2012                            1.36                            0.31
## 1604 2011                            1.37                            0.30
## 1605 2010                            1.37                            0.29
## 1606 2009                            1.37                            0.28
## 1607 2008                            1.36                            0.26
## 1608 2007                            1.35                            0.25
## 1609 2006                            1.32                            0.23
## 1610 2005                            1.32                            0.23
## 1611 2004                            1.30                            0.23
## 1612 2003                            1.31                            0.22
## 1613 2002                            1.35                            0.21
## 1614 2001                            1.33                            0.20
## 1615 2000                            1.29                            0.20
## 1616 1999                            1.27                            0.20
## 1617 1998                            1.21                            0.18
## 1618 1997                            1.33                            0.18
## 1619 1996                            1.26                            0.18
## 1620 1995                            1.26                            0.17
## 1621 1994                            1.28                            0.18
## 1622 1993                            1.31                            0.17
## 1623 1992                            1.30                            0.18
## 1624 1991                            1.36                            0.17
## 1625 1990                            1.42                            0.18
## 1626 1989                            1.38                            0.18
## 1627 1988                            1.41                            0.19
## 1628 1987                            1.40                            0.20
## 1629 1986                            1.40                            0.21
## 1630 1985                            1.38                            0.21
## 1631 1984                            1.38                            0.21
## 1632 1983                            1.41                            0.22
## 1633 1982                            1.44                            0.23
## 1634 1981                            1.42                            0.23
## 1635 1980                            1.45                            0.22
## 1636 1979                            1.40                            0.22
## 1637 1978                            1.35                            0.21
## 1638 1977                            1.34                            0.20
## 1639 2018                            0.90                            0.57
## 1640 2017                            0.93                            0.58
## 1641 2016                            0.94                            0.58
## 1642 2015                            0.96                            0.57
## 1643 2014                            1.01                            0.51
## 1644 2013                            1.00                            0.57
## 1645 2012                            1.03                            0.59
## 1646 2011                            1.04                            0.58
## 1647 2010                            1.06                            0.56
## 1648 2009                            1.07                            0.55
## 1649 2008                            1.09                            0.52
## 1650 2007                            1.10                            0.53
## 1651 2006                            1.07                            0.51
## 1652 2005                            0.98                            0.49
## 1653 2004                            1.13                            0.50
## 1654 2003                            1.13                            0.51
## 1655 2002                            1.17                            0.48
## 1656 2001                            1.19                            0.46
## 1657 2000                            1.16                            0.46
## 1658 1999                            1.14                            0.45
## 1659 1998                            1.14                            0.47
## 1660 1997                            1.22                            0.44
## 1661 1996                            1.16                            0.42
## 1662 1995                            1.18                            0.38
## 1663 1994                            1.23                            0.38
## 1664 1993                            1.22                            0.36
## 1665 1992                            1.24                            0.39
## 1666 1991                            1.33                            0.37
## 1667 1990                            1.31                            0.44
## 1668 1989                            1.35                            0.46
## 1669 1988                            1.38                            0.49
## 1670 1987                            1.39                            0.51
## 1671 1986                            1.40                            0.53
## 1672 1985                            1.40                            0.51
## 1673 1984                            1.37                            0.52
## 1674 1983                            1.48                            0.50
## 1675 1982                            1.34                            0.55
## 1676 1981                            1.36                            0.53
## 1677 1980                            1.46                            0.53
## 1678 1979                            1.42                            0.49
## 1679 1978                            1.37                            0.48
## 1680 1977                            1.35                            0.42
## 1681 2018                            1.11                            0.25
## 1682 2017                            1.14                            0.25
## 1683 2016                            1.18                            0.25
## 1684 2015                            1.21                            0.25
## 1685 2014                            1.23                            0.25
## 1686 2013                            1.26                            0.25
## 1687 2012                            1.28                            0.25
## 1688 2011                            1.29                            0.25
## 1689 2010                            1.31                            0.24
## 1690 2009                            1.35                            0.24
## 1691 2008                            1.39                            0.24
## 1692 2007                            1.42                            0.24
## 1693 2006                            1.45                            0.24
## 1694 2005                            1.43                            0.24
## 1695 2004                            1.39                            0.24
## 1696 2003                            1.38                            0.23
## 1697 2002                            1.40                            0.22
## 1698 2001                            1.40                            0.22
## 1699 2000                            1.49                            0.22
## 1700 1999                            1.48                            0.22
## 1701 1998                            1.44                            0.21
## 1702 1997                            1.48                            0.20
## 1703 1996                            1.38                            0.21
## 1704 1995                            1.33                            0.19
## 1705 1994                            1.38                            0.17
## 1706 1993                            1.36                            0.20
## 1707 1992                            1.34                            0.20
## 1708 1991                            1.34                            0.22
## 1709 1990                            1.44                            0.25
## 1710 1989                            1.39                            0.24
## 1711 1988                            1.38                            0.26
## 1712 1987                            1.35                            0.27
## 1713 1986                            1.31                            0.27
## 1714 1985                            1.28                            0.25
## 1715 1984                            1.27                            0.24
## 1716 1983                            1.27                            0.20
## 1717 1982                            1.23                            0.20
## 1718 1981                            1.24                            0.19
## 1719 1980                            1.22                            0.18
## 1720 1979                            1.18                            0.16
## 1721 1978                            1.14                            0.17
## 1722 1977                            1.12                            0.16
## 1723 2018                            1.37                            0.22
## 1724 2017                            1.53                            0.30
## 1725 2016                            1.46                            0.31
## 1726 2015                            1.49                            0.29
## 1727 2014                            1.50                            0.25
## 1728 2013                            1.53                            0.28
## 1729 2012                            1.54                            0.26
## 1730 2011                            1.52                            0.28
## 1731 2010                            1.53                            0.24
## 1732 2009                            1.54                            0.22
## 1733 2008                            1.57                            0.22
## 1734 2007                            1.52                            0.22
## 1735 2006                            1.51                            0.19
## 1736 2005                            1.50                            0.19
## 1737 2004                            1.51                            0.18
## 1738 2003                            1.52                            0.16
## 1739 2002                            1.51                            0.15
## 1740 2001                            1.49                            0.15
## 1741 2000                            1.46                            0.15
## 1742 1999                            1.43                            0.14
## 1743 1998                            1.41                            0.13
## 1744 1997                            1.33                            0.13
## 1745 1996                            1.33                            0.13
## 1746 1995                            1.35                            0.12
## 1747 1994                            1.38                            0.12
## 1748 1993                            1.35                            0.12
## 1749 1992                            1.37                            0.15
## 1750 1991                            1.37                            0.15
## 1751 1990                            1.36                            0.18
## 1752 1989                            1.30                            0.15
## 1753 1988                            1.25                            0.16
## 1754 1987                            1.27                            0.20
## 1755 1986                            1.26                            0.20
## 1756 1985                            1.23                            0.18
## 1757 1984                            1.28                            0.17
## 1758 1983                            1.31                            0.17
## 1759 1982                            1.29                            0.18
## 1760 1981                            1.31                            0.19
## 1761 1980                            1.30                            0.18
## 1762 1979                            1.23                            0.17
## 1763 1978                            1.20                            0.17
## 1764 1977                            1.16                            0.17
## 1765 2018                            0.98                            0.32
## 1766 2017                            0.99                            0.32
## 1767 2016                            1.02                            0.33
## 1768 2015                            1.04                            0.27
## 1769 2014                            1.04                            0.26
## 1770 2013                            1.05                            0.25
## 1771 2012                            1.07                            0.25
## 1772 2011                            1.13                            0.24
## 1773 2010                            1.04                            0.22
## 1774 2009                            1.05                            0.21
## 1775 2008                            1.10                            0.20
## 1776 2007                            1.13                            0.20
## 1777 2006                            1.14                            0.19
## 1778 2005                            1.19                            0.19
## 1779 2004                            1.22                            0.18
## 1780 2003                            1.27                            0.18
## 1781 2002                            1.17                            0.17
## 1782 2001                            1.15                            0.16
## 1783 2000                            1.19                            0.16
## 1784 1999                            1.19                            0.15
## 1785 1998                            1.19                            0.15
## 1786 1997                            1.15                            0.15
## 1787 1996                            1.14                            0.15
## 1788 1995                            1.17                            0.15
## 1789 1994                            1.18                            0.15
## 1790 1993                            1.20                            0.14
## 1791 1992                            1.21                            0.14
## 1792 1991                            1.19                            0.13
## 1793 1990                            1.22                            0.14
## 1794 1989                            1.20                            0.14
## 1795 1988                            1.22                            0.15
## 1796 1987                            1.19                            0.15
## 1797 1986                            1.18                            0.16
## 1798 1985                            1.12                            0.16
## 1799 1984                            1.11                            0.15
## 1800 1983                            1.11                            0.14
## 1801 1982                            1.13                            0.14
## 1802 1981                            1.14                            0.13
## 1803 1980                            1.10                            0.12
## 1804 1979                            1.10                            0.11
## 1805 1978                            1.12                            0.10
## 1806 1977                            1.07                            0.10
## 1807 2018                            1.21                            0.34
## 1808 2017                            1.27                            0.35
## 1809 2016                            1.30                            0.34
## 1810 2015                            1.28                            0.33
## 1811 2014                            1.25                            0.33
## 1812 2013                            1.30                            0.32
## 1813 2012                            1.33                            0.32
## 1814 2011                            1.35                            0.31
## 1815 2010                            1.35                            0.29
## 1816 2009                            1.41                            0.28
## 1817 2008                            1.43                            0.27
## 1818 2007                            1.41                            0.27
## 1819 2006                            1.43                            0.26
## 1820 2005                            1.43                            0.25
## 1821 2004                            1.45                            0.24
## 1822 2003                            1.46                            0.23
## 1823 2002                            1.49                            0.22
## 1824 2001                            1.51                            0.21
## 1825 2000                            1.53                            0.22
## 1826 1999                            1.54                            0.20
## 1827 1998                            1.52                            0.20
## 1828 1997                            1.56                            0.19
## 1829 1996                            1.57                            0.20
## 1830 1995                            1.58                            0.19
## 1831 1994                            1.60                            0.20
## 1832 1993                            1.60                            0.20
## 1833 1992                            1.65                            0.24
## 1834 1991                            1.60                            0.25
## 1835 1990                            1.64                            0.26
## 1836 1989                            1.62                            0.27
## 1837 1988                            1.61                            0.28
## 1838 1987                            1.62                            0.29
## 1839 1986                            1.67                            0.31
## 1840 1985                            1.68                            0.30
## 1841 1984                            1.73                            0.28
## 1842 1983                            1.72                            0.27
## 1843 1982                            1.83                            0.18
## 1844 1981                            1.84                            0.24
## 1845 1980                            1.75                            0.22
## 1846 1979                            1.70                            0.14
## 1847 1978                            1.64                            0.14
## 1848 1977                            1.59                            0.14
## 1849 2018                            0.58                            0.20
## 1850 2017                            0.61                            0.20
## 1851 2016                            0.63                            0.19
## 1852 2015                            0.65                            0.20
## 1853 2014                            0.66                            0.19
## 1854 2013                            0.67                            0.19
## 1855 2012                            0.69                            0.19
## 1856 2011                            0.68                            0.18
## 1857 2010                            0.70                            0.18
## 1858 2009                            0.72                            0.17
## 1859 2008                            0.76                            0.17
## 1860 2007                            0.77                            0.16
## 1861 2006                            0.73                            0.16
## 1862 2005                            0.70                            0.16
## 1863 2004                            0.76                            0.15
## 1864 2003                            0.76                            0.14
## 1865 2002                            0.77                            0.14
## 1866 2001                            0.77                            0.14
## 1867 2000                            0.75                            0.14
## 1868 1999                            0.74                            0.13
## 1869 1998                            0.77                            0.13
## 1870 1997                            0.75                            0.13
## 1871 1996                            0.73                            0.13
## 1872 1995                            0.71                            0.11
## 1873 1994                            0.76                            0.09
## 1874 1993                            0.78                            0.11
## 1875 1992                            0.79                            0.12
## 1876 1991                            0.80                            0.12
## 1877 1990                            0.80                            0.12
## 1878 1989                            0.81                            0.13
## 1879 1988                            0.82                            0.14
## 1880 1987                            0.84                            0.15
## 1881 1986                            0.88                            0.16
## 1882 1985                            0.89                            0.15
## 1883 1984                            0.89                            0.14
## 1884 1983                            0.89                            0.14
## 1885 1982                            1.01                            0.15
## 1886 1981                            1.02                            0.15
## 1887 1980                            0.96                            0.14
## 1888 1979                            0.94                            0.15
## 1889 1978                            0.93                            0.14
## 1890 1977                            0.94                            0.13
## 1891 2018                            1.53                            0.78
## 1892 2017                            1.55                            0.80
## 1893 2016                            1.57                            0.79
## 1894 2015                            1.57                            0.78
## 1895 2014                            1.56                            0.78
## 1896 2013                            1.55                            0.74
## 1897 2012                            1.51                            0.70
## 1898 2011                            1.46                            0.68
## 1899 2010                            1.44                            0.64
## 1900 2009                            1.43                            0.64
## 1901 2008                            1.45                            0.63
## 1902 2007                            1.46                            0.62
## 1903 2006                            1.45                            0.60
## 1904 2005                            1.44                            0.57
## 1905 2004                            1.34                            0.55
## 1906 2003                            1.34                            0.52
## 1907 2002                            1.34                            0.51
## 1908 2001                            1.34                            0.48
## 1909 2000                            1.32                            0.49
## 1910 1999                            1.32                            0.48
## 1911 1998                            1.31                            0.46
## 1912 1997                            1.30                            0.45
## 1913 1996                            1.35                            0.43
## 1914 1995                            1.28                            0.41
## 1915 1994                            1.34                            0.42
## 1916 1993                            1.34                            0.44
## 1917 1992                            1.35                            0.44
## 1918 1991                            1.41                            0.46
## 1919 1990                            1.47                            0.48
## 1920 1989                            1.49                            0.53
## 1921 1988                            1.54                            0.57
## 1922 1987                            1.58                            0.59
## 1923 1986                            1.57                            0.60
## 1924 1985                            1.51                            0.56
## 1925 1984                            1.49                            0.49
## 1926 1983                            1.53                            0.50
## 1927 1982                            1.48                            0.50
## 1928 1981                            1.49                            0.50
## 1929 1980                            1.43                            0.48
## 1930 1979                            1.53                            0.46
## 1931 1978                            1.50                            0.46
## 1932 1977                            1.40                            0.44
## 1933 2018                            0.94                            0.49
## 1934 2017                            0.96                            0.49
## 1935 2016                            1.00                            0.49
## 1936 2015                            1.00                            0.48
## 1937 2014                            1.01                            0.47
## 1938 2013                            1.02                            0.46
## 1939 2012                            1.04                            0.46
## 1940 2011                            1.05                            0.46
## 1941 2010                            1.08                            0.44
## 1942 2009                            1.10                            0.42
## 1943 2008                            1.12                            0.42
## 1944 2007                            1.13                            0.41
## 1945 2006                            1.13                            0.39
## 1946 2005                            1.13                            0.38
## 1947 2004                            1.14                            0.37
## 1948 2003                            1.14                            0.36
## 1949 2002                            1.15                            0.34
## 1950 2001                            1.15                            0.32
## 1951 2000                            1.16                            0.31
## 1952 1999                            1.18                            0.32
## 1953 1998                            1.17                            0.30
## 1954 1997                            1.11                            0.29
## 1955 1996                            1.12                            0.30
## 1956 1995                            1.15                            0.29
## 1957 1994                            1.20                            0.27
## 1958 1993                            1.24                            0.27
## 1959 1992                            1.25                            0.28
## 1960 1991                            1.20                            0.28
## 1961 1990                            1.25                            0.30
## 1962 1989                            1.23                            0.31
## 1963 1988                            1.31                            0.25
## 1964 1987                            1.39                            0.25
## 1965 1986                            1.52                            0.27
## 1966 1985                            1.45                            0.30
## 1967 1984                            1.46                            0.29
## 1968 1983                            1.47                            0.27
## 1969 1982                            1.46                            0.27
## 1970 1981                            1.23                            0.27
## 1971 1980                            1.23                            0.25
## 1972 1979                            1.21                            0.25
## 1973 1978                            1.20                            0.21
## 1974 1977                            1.17                            0.21
## 1975 2018                            0.91                            0.51
## 1976 2017                            0.93                            0.52
## 1977 2016                            0.96                            0.52
## 1978 2015                            0.97                            0.53
## 1979 2014                            0.97                            0.53
## 1980 2013                            0.95                            0.53
## 1981 2012                            0.96                            0.53
## 1982 2011                            0.97                            0.54
## 1983 2010                            1.01                            0.52
## 1984 2009                            1.10                            0.51
## 1985 2008                            1.11                            0.50
## 1986 2007                            1.14                            0.50
## 1987 2006                            1.08                            0.48
## 1988 2005                            1.11                            0.55
## 1989 2004                            1.11                            0.53
## 1990 2003                            1.07                            0.47
## 1991 2002                            1.09                            0.43
## 1992 2001                            1.09                            0.40
## 1993 2000                            1.11                            0.41
## 1994 1999                            1.11                            0.40
## 1995 1998                            1.12                            0.39
## 1996 1997                            1.09                            0.42
## 1997 1996                            1.09                            0.40
## 1998 1995                            1.17                            0.40
## 1999 1994                            1.18                            0.39
## 2000 1993                            1.19                            0.39
## 2001 1992                            1.26                            0.46
## 2002 1991                            1.23                            0.43
## 2003 1990                            1.27                            0.46
## 2004 1989                            1.25                            0.47
## 2005 1988                            1.23                            0.50
## 2006 1987                            1.24                            0.56
## 2007 1986                            1.23                            0.61
## 2008 1985                            1.21                            0.59
## 2009 1984                            1.23                            0.57
## 2010 1983                            1.29                            0.54
## 2011 1982                            1.32                            0.52
## 2012 1981                            1.38                            0.54
## 2013 1980                            1.51                            0.51
## 2014 1979                            1.39                            0.47
## 2015 1978                            1.36                            0.47
## 2016 1977                            1.34                            0.45
## 2017 2018                            1.15                            0.11
## 2018 2017                            1.17                            0.11
## 2019 2016                            1.19                            0.11
## 2020 2015                            1.21                            0.11
## 2021 2014                            1.21                            0.10
## 2022 2013                            1.24                            0.10
## 2023 2012                            1.24                            0.10
## 2024 2011                            1.22                            0.10
## 2025 2010                            1.23                            0.10
## 2026 2009                            1.23                            0.10
## 2027 2008                            1.25                            0.10
## 2028 2007                            1.23                            0.10
## 2029 2006                            1.21                            0.10
## 2030 2005                            1.23                            0.10
## 2031 2004                            1.25                            0.10
## 2032 2003                            1.23                            0.10
## 2033 2002                            1.26                            0.10
## 2034 2001                            1.25                            0.10
## 2035 2000                            1.24                            0.10
## 2036 1999                            1.22                            0.10
## 2037 1998                            1.18                            0.09
## 2038 1997                            1.12                            0.09
## 2039 1996                            1.12                            0.09
## 2040 1995                            1.12                            0.08
## 2041 1994                            1.17                            0.08
## 2042 1993                            1.18                            0.08
## 2043 1992                            1.16                            0.09
## 2044 1991                            1.18                            0.09
## 2045 1990                            1.20                            0.10
## 2046 1989                            1.15                            0.11
## 2047 1988                            1.15                            0.12
## 2048 1987                            1.13                            0.13
## 2049 1986                            1.12                            0.13
## 2050 1985                            1.13                            0.13
## 2051 1984                            1.13                            0.12
## 2052 1983                            1.14                            0.13
## 2053 1982                            1.11                            0.14
## 2054 1981                            1.05                            0.14
## 2055 1980                            1.00                            0.09
## 2056 1979                            0.94                            0.09
## 2057 1978                            0.93                            0.09
## 2058 1977                            0.95                            0.09
## 2059 2018                            1.29                            0.39
## 2060 2017                            1.33                            0.40
## 2061 2016                            1.36                            0.40
## 2062 2015                            1.39                            0.39
## 2063 2014                            1.42                            0.38
## 2064 2013                            1.45                            0.38
## 2065 2012                            1.46                            0.37
## 2066 2011                            1.46                            0.37
## 2067 2010                            1.49                            0.32
## 2068 2009                            1.49                            0.31
## 2069 2008                            1.55                            0.34
## 2070 2007                            1.56                            0.33
## 2071 2006                            1.58                            0.32
## 2072 2005                            1.58                            0.31
## 2073 2004                            1.53                            0.30
## 2074 2003                            1.53                            0.29
## 2075 2002                            1.56                            0.28
## 2076 2001                            1.54                            0.26
## 2077 2000                            1.53                            0.27
## 2078 1999                            1.53                            0.26
## 2079 1998                            1.58                            0.26
## 2080 1997                            1.57                            0.25
## 2081 1996                            1.53                            0.24
## 2082 1995                            1.64                            0.23
## 2083 1994                            1.58                            0.22
## 2084 1993                            1.59                            0.22
## 2085 1992                            1.59                            0.25
## 2086 1991                            1.65                            0.27
## 2087 1990                            1.74                            0.31
## 2088 1989                            1.72                            0.31
## 2089 1988                            1.76                            0.33
## 2090 1987                            1.80                            0.36
## 2091 1986                            1.88                            0.34
## 2092 1985                            1.83                            0.32
## 2093 1984                            1.87                            0.31
## 2094 1983                            1.94                            0.34
## 2095 1982                            1.95                            0.30
## 2096 1981                            1.96                            0.32
## 2097 1980                            1.95                            0.31
## 2098 1979                            1.92                            0.28
## 2099 1978                            1.83                            0.28
## 2100 1977                            1.81                            0.27
## 2101 2018                            1.22                            0.32
## 2102 2017                            1.17                            0.32
## 2103 2016                            1.18                            0.32
## 2104 2015                            1.25                            0.31
## 2105 2014                            1.26                            0.31
## 2106 2013                            1.25                            0.29
## 2107 2012                            1.32                            0.28
## 2108 2011                            1.29                            0.27
## 2109 2010                            1.33                            0.27
## 2110 2009                            1.40                            0.27
## 2111 2008                            1.50                            0.27
## 2112 2007                            1.46                            0.27
## 2113 2006                            1.44                            0.26
## 2114 2005                            1.20                            0.25
## 2115 2004                            1.42                            0.24
## 2116 2003                            1.70                            0.23
## 2117 2002                            1.46                            0.23
## 2118 2001                            1.44                            0.22
## 2119 2000                            1.42                            0.22
## 2120 1999                            1.41                            0.22
## 2121 1998                            1.37                            0.17
## 2122 1997                            1.42                            0.17
## 2123 1996                            1.35                            0.17
## 2124 1995                            1.34                            0.16
## 2125 1994                            1.42                            0.18
## 2126 1993                            1.40                            0.19
## 2127 1992                            1.44                            0.20
## 2128 1991                            1.45                            0.20
## 2129 1990                            1.48                            0.22
## 2130 1989                            1.41                            0.23
## 2131 1988                            1.45                            0.24
## 2132 1987                            1.51                            0.25
## 2133 1986                            1.51                            0.27
## 2134 1985                            1.59                            0.25
## 2135 1984                            1.61                            0.23
## 2136 1983                            1.68                            0.22
## 2137 1982                            1.78                            0.24
## 2138 1981                            1.91                            0.24
## 2139 1980                            1.85                            0.24
## 2140 1979                            1.86                            0.22
## 2141 1978                            1.81                            0.22
## 2142 1977                            1.78                            0.20
## 2143 2018                            1.00                            0.51
## 2144 2017                            1.02                            0.53
## 2145 2016                            1.03                            0.52
## 2146 2015                            1.04                            0.51
## 2147 2014                            1.03                            0.53
## 2148 2013                            1.06                            0.52
## 2149 2012                            1.06                            0.51
## 2150 2011                            1.05                            0.50
## 2151 2010                            1.06                            0.49
## 2152 2009                            1.07                            0.48
## 2153 2008                            1.09                            0.47
## 2154 2007                            1.09                            0.47
## 2155 2006                            1.07                            0.45
## 2156 2005                            1.07                            0.44
## 2157 2004                            1.07                            0.43
## 2158 2003                            1.08                            0.41
## 2159 2002                            1.10                            0.40
## 2160 2001                            1.10                            0.38
## 2161 2000                            1.08                            0.38
## 2162 1999                            1.07                            0.38
## 2163 1998                            1.07                            0.37
## 2164 1997                            1.07                            0.36
## 2165 1996                            1.07                            0.35
## 2166 1995                            1.11                            0.35
## 2167 1994                            1.11                            0.34
## 2168 1993                            1.13                            0.34
## 2169 1992                            1.14                            0.35
## 2170 1991                            1.19                            0.34
## 2171 1990                            1.23                            0.38
## 2172 1989                            1.22                            0.39
## 2173 1988                            1.25                            0.40
## 2174 1987                            1.25                            0.43
## 2175 1986                            1.24                            0.44
## 2176 1985                            1.25                            0.43
## 2177 1984                            1.25                            0.43
## 2178 1983                            1.31                            0.43
## 2179 1982                            1.31                            0.43
## 2180 1981                            1.31                            0.42
## 2181 1980                            1.33                            0.40
## 2182 1979                            1.29                            0.38
## 2183 1978                            1.26                            0.36
## 2184 1977                            1.25                            0.34
## 2185 2018                            1.10                            0.36
## 2186 2017                            1.12                            0.36
## 2187 2016                            1.14                            0.35
## 2188 2015                            1.15                            0.35
## 2189 2014                            1.16                            0.34
## 2190 2013                            1.17                            0.34
## 2191 2012                            1.20                            0.33
## 2192 2011                            1.20                            0.32
## 2193 2010                            1.23                            0.30
## 2194 2009                            1.25                            0.30
## 2195 2008                            1.27                            0.29
## 2196 2007                            1.28                            0.30
## 2197 2006                            1.27                            0.28
## 2198 2005                            1.27                            0.27
## 2199 2004                            1.28                            0.26
## 2200 2003                            1.28                            0.26
## 2201 2002                            1.30                            0.25
## 2202 2001                            1.29                            0.23
## 2203 2000                            1.29                            0.24
## 2204 1999                            1.29                            0.24
## 2205 1998                            1.28                            0.23
## 2206 1997                            1.26                            0.23
## 2207 1996                            1.28                            0.23
## 2208 1995                            1.29                            0.22
## 2209 1994                            1.30                            0.22
## 2210 1993                            1.30                            0.22
## 2211 1992                            1.31                            0.23
## 2212 1991                            1.35                            0.23
## 2213 1990                            1.38                            0.26
## 2214 1989                            1.36                            0.26
## 2215 1988                            1.38                            0.29
## 2216 1987                            1.38                            0.30
## 2217 1986                            1.38                            0.30
## 2218 1985                            1.37                            0.28
## 2219 1984                            1.40                            0.27
## 2220 1983                            1.42                            0.25
## 2221 1982                            1.42                            0.27
## 2222 1981                            1.42                            0.26
## 2223 1980                            1.42                            0.24
## 2224 1979                            1.40                            0.23
## 2225 1978                            1.35                            0.22
## 2226 1977                            1.32                            0.21
## 2227 2018                            1.06                            0.37
## 2228 2017                            1.09                            0.37
## 2229 2016                            1.11                            0.37
## 2230 2015                            1.12                            0.36
## 2231 2014                            1.11                            0.35
## 2232 2013                            1.16                            0.34
## 2233 2012                            1.18                            0.34
## 2234 2011                            1.16                            0.33
## 2235 2010                            1.17                            0.32
## 2236 2009                            1.21                            0.31
## 2237 2008                            1.25                            0.31
## 2238 2007                            1.26                            0.31
## 2239 2006                            1.27                            0.30
## 2240 2005                            1.26                            0.29
## 2241 2004                            1.27                            0.29
## 2242 2003                            1.27                            0.27
## 2243 2002                            1.28                            0.26
## 2244 2001                            1.29                            0.25
## 2245 2000                            1.30                            0.25
## 2246 1999                            1.30                            0.25
## 2247 1998                            1.30                            0.24
## 2248 1997                            1.30                            0.23
## 2249 1996                            1.30                            0.23
## 2250 1995                            1.29                            0.22
## 2251 1994                            1.31                            0.22
## 2252 1993                            1.33                            0.22
## 2253 1992                            1.33                            0.23
## 2254 1991                            1.31                            0.23
## 2255 1990                            1.36                            0.26
## 2256 1989                            1.33                            0.26
## 2257 1988                            1.34                            0.27
## 2258 1987                            1.34                            0.27
## 2259 1986                            1.36                            0.28
## 2260 1985                            1.34                            0.27
## 2261 1984                            1.34                            0.27
## 2262 1983                            1.36                            0.25
## 2263 1982                            1.37                            0.23
## 2264 1981                            1.36                            0.24
## 2265 1980                            1.30                            0.23
## 2266 1979                            1.27                            0.20
## 2267 1978                            1.25                            0.19
## 2268 1977                            1.21                            0.19
## 2269 2018                            1.03                            0.56
## 2270 2017                            1.01                            0.54
## 2271 2016                            1.03                            0.55
## 2272 2015                            1.05                            0.52
## 2273 2014                            1.06                            0.55
## 2274 2013                            1.05                            0.55
## 2275 2012                            1.05                            0.57
## 2276 2011                            1.04                            0.54
## 2277 2010                            1.06                            0.48
## 2278 2009                            1.11                            0.52
## 2279 2008                            1.15                            0.51
## 2280 2007                            1.17                            0.49
## 2281 2006                            1.13                            0.51
## 2282 2005                            1.14                            0.50
## 2283 2004                            1.17                            0.48
## 2284 2003                            1.17                            0.46
## 2285 2002                            1.18                            0.44
## 2286 2001                            1.19                            0.43
## 2287 2000                            1.21                            0.43
## 2288 1999                            1.20                            0.43
## 2289 1998                            1.19                            0.43
## 2290 1997                            1.20                            0.44
## 2291 1996                            1.22                            0.43
## 2292 1995                            1.23                            0.40
## 2293 1994                            1.20                            0.41
## 2294 1993                            1.26                            0.42
## 2295 1992                            1.33                            0.45
## 2296 1991                            1.30                            0.44
## 2297 1990                            1.37                            0.50
## 2298 1989                            1.35                            0.51
## 2299 1988                            1.36                            0.56
## 2300 1987                            1.38                            0.62
## 2301 1986                            1.39                            0.65
## 2302 1985                            1.37                            0.65
## 2303 1984                            1.40                            0.61
## 2304 1983                            1.42                            0.61
## 2305 1982                            1.44                            0.59
## 2306 1981                            1.49                            0.60
## 2307 1980                            1.47                            0.59
## 2308 1979                            1.45                            0.56
## 2309 1978                            1.39                            0.55
## 2310 1977                            1.35                            0.53
## 2311 2018                            1.05                            0.44
## 2312 2017                            1.06                            0.44
## 2313 2016                            1.08                            0.44
## 2314 2015                            1.09                            0.42
## 2315 2014                            1.10                            0.43
## 2316 2013                            1.12                            0.42
## 2317 2012                            1.13                            0.42
## 2318 2011                            1.12                            0.41
## 2319 2010                            1.14                            0.38
## 2320 2009                            1.17                            0.39
## 2321 2008                            1.20                            0.38
## 2322 2007                            1.21                            0.38
## 2323 2006                            1.20                            0.37
## 2324 2005                            1.20                            0.36
## 2325 2004                            1.21                            0.35
## 2326 2003                            1.21                            0.34
## 2327 2002                            1.23                            0.33
## 2328 2001                            1.23                            0.31
## 2329 2000                            1.23                            0.31
## 2330 1999                            1.23                            0.31
## 2331 1998                            1.22                            0.30
## 2332 1997                            1.22                            0.30
## 2333 1996                            1.23                            0.30
## 2334 1995                            1.24                            0.29
## 2335 1994                            1.25                            0.28
## 2336 1993                            1.26                            0.28
## 2337 1992                            1.29                            0.30
## 2338 1991                            1.29                            0.30
## 2339 1990                            1.34                            0.33
## 2340 1989                            1.32                            0.34
## 2341 1988                            1.33                            0.36
## 2342 1987                            1.34                            0.38
## 2343 1986                            1.35                            0.39
## 2344 1985                            1.33                            0.38
## 2345 1984                            1.35                            0.37
## 2346 1983                            1.37                            0.36
## 2347 1982                            1.38                            0.36
## 2348 1981                            1.39                            0.35
## 2349 1980                            1.37                            0.34
## 2350 1979                            1.34                            0.31
## 2351 1978                            1.30                            0.30
## 2352 1977                            1.27                            0.29
## 2353   NA                              NA                              NA
## 2354   NA                              NA                              NA
## 2355   NA                              NA                              NA
## 2356   NA                              NA                              NA
## 2357   NA                              NA                              NA
## 2358   NA                              NA                              NA
## 2359   NA                              NA                              NA
## 2360   NA                              NA                              NA
## 2361   NA                              NA                              NA
## 2362   NA                              NA                              NA
## 2363   NA                              NA                              NA
## 2364   NA                              NA                              NA
## 2365   NA                              NA                              NA
## 2366   NA                              NA                              NA
## 2367   NA                              NA                              NA
## 2368   NA                              NA                              NA
## 2369   NA                              NA                              NA
## 2370   NA                              NA                              NA
## 2371   NA                              NA                              NA
## 2372   NA                              NA                              NA
## 2373   NA                              NA                              NA
## 2374   NA                              NA                              NA
## 2375   NA                              NA                              NA
## 2376   NA                              NA                              NA
## 2377   NA                              NA                              NA
## 2378   NA                              NA                              NA
## 2379   NA                              NA                              NA
## 2380   NA                              NA                              NA
## 2381   NA                              NA                              NA
## 2382   NA                              NA                              NA
## 2383   NA                              NA                              NA
## 2384   NA                              NA                              NA
## 2385   NA                              NA                              NA
## 2386   NA                              NA                              NA
##      ethanol_spirit_gallons_per_capita ethanol_all_drinks_gallons_per_capita
## 1                                 0.69                                  1.99
## 2                                 0.67                                  1.99
## 3                                 0.65                                  2.01
## 4                                 0.64                                  2.01
## 5                                 0.62                                  2.00
## 6                                 0.60                                  1.99
## 7                                 0.60                                  2.00
## 8                                 0.59                                  1.98
## 9                                 0.58                                  1.98
## 10                                0.57                                  1.98
## 11                                0.57                                  2.01
## 12                                0.55                                  2.00
## 13                                0.54                                  1.95
## 14                                0.53                                  1.91
## 15                                0.52                                  1.91
## 16                                0.52                                  1.90
## 17                                0.54                                  1.92
## 18                                0.53                                  1.86
## 19                                0.51                                  1.88
## 20                                0.51                                  1.87
## 21                                0.51                                  1.85
## 22                                0.52                                  1.82
## 23                                0.53                                  1.88
## 24                                0.53                                  1.82
## 25                                0.54                                  1.87
## 26                                0.56                                  1.86
## 27                                0.59                                  1.79
## 28                                0.59                                  1.76
## 29                                0.61                                  1.92
## 30                                0.61                                  1.90
## 31                                0.62                                  1.92
## 32                                0.62                                  1.91
## 33                                0.65                                  1.92
## 34                                0.67                                  1.92
## 35                                0.69                                  1.91
## 36                                0.72                                  1.90
## 37                                0.72                                  1.90
## 38                                0.73                                  1.91
## 39                                0.74                                  1.86
## 40                                0.82                                  1.90
## 41                                0.85                                  1.92
## 42                                0.82                                  1.92
## 43                                1.25                                  2.85
## 44                                1.22                                  2.81
## 45                                1.23                                  2.94
## 46                                1.20                                  2.84
## 47                                1.17                                  2.80
## 48                                1.17                                  2.75
## 49                                1.13                                  2.83
## 50                                1.17                                  2.86
## 51                                1.25                                  3.03
## 52                                1.16                                  3.02
## 53                                1.09                                  2.78
## 54                                0.96                                  2.53
## 55                                1.03                                  2.75
## 56                                0.98                                  2.64
## 57                                0.95                                  2.71
## 58                                0.79                                  2.43
## 59                                1.19                                  2.99
## 60                                0.96                                  2.67
## 61                                0.94                                  2.68
## 62                                0.95                                  2.74
## 63                                0.95                                  2.71
## 64                                0.88                                  2.56
## 65                                0.94                                  2.63
## 66                                1.02                                  2.86
## 67                                1.10                                  3.03
## 68                                0.92                                  2.55
## 69                                1.08                                  3.02
## 70                                1.14                                  3.11
## 71                                1.25                                  3.33
## 72                                1.19                                  3.15
## 73                                1.19                                  3.21
## 74                                1.26                                  3.38
## 75                                1.25                                  3.45
## 76                                1.48                                  3.68
## 77                                1.50                                  3.72
## 78                                1.65                                  3.95
## 79                                1.68                                  3.92
## 80                                1.79                                  4.02
## 81                                1.68                                  3.72
## 82                                1.63                                  3.58
## 83                                1.67                                  3.51
## 84                                1.69                                  3.30
## 85                                0.79                                  2.25
## 86                                0.79                                  2.29
## 87                                0.79                                  2.32
## 88                                0.78                                  2.34
## 89                                0.79                                  2.37
## 90                                0.81                                  2.35
## 91                                0.84                                  2.43
## 92                                0.80                                  2.39
## 93                                0.76                                  2.39
## 94                                0.77                                  2.38
## 95                                0.77                                  2.48
## 96                                0.78                                  2.51
## 97                                0.79                                  2.51
## 98                                0.76                                  2.51
## 99                                0.71                                  2.44
## 100                               0.71                                  2.49
## 101                               0.69                                  2.48
## 102                               0.70                                  2.50
## 103                               0.71                                  2.50
## 104                               0.69                                  2.51
## 105                               0.68                                  2.45
## 106                               0.68                                  2.44
## 107                               0.73                                  2.58
## 108                               0.68                                  2.44
## 109                               0.70                                  2.50
## 110                               0.76                                  2.62
## 111                               0.80                                  2.69
## 112                               0.78                                  2.71
## 113                               0.80                                  2.77
## 114                               0.83                                  2.81
## 115                               0.86                                  2.87
## 116                               0.84                                  2.93
## 117                               0.90                                  3.09
## 118                               0.99                                  3.11
## 119                               1.05                                  3.04
## 120                               0.99                                  3.02
## 121                               0.98                                  3.07
## 122                               1.00                                  3.18
## 123                               0.97                                  3.01
## 124                               1.07                                  3.15
## 125                               1.03                                  3.04
## 126                               0.99                                  2.92
## 127                               0.64                                  1.78
## 128                               0.67                                  1.82
## 129                               0.65                                  1.80
## 130                               0.65                                  1.83
## 131                               0.62                                  1.79
## 132                               0.60                                  1.80
## 133                               0.60                                  1.80
## 134                               0.56                                  1.72
## 135                               0.59                                  1.80
## 136                               0.59                                  1.82
## 137                               0.59                                  1.86
## 138                               0.59                                  1.81
## 139                               0.59                                  1.80
## 140                               0.58                                  1.78
## 141                               0.58                                  1.81
## 142                               0.56                                  1.77
## 143                               0.53                                  1.75
## 144                               0.53                                  1.74
## 145                               0.53                                  1.74
## 146                               0.54                                  1.75
## 147                               0.51                                  1.73
## 148                               0.52                                  1.71
## 149                               0.53                                  1.72
## 150                               0.51                                  1.68
## 151                               0.46                                  1.65
## 152                               0.58                                  1.79
## 153                               0.65                                  1.90
## 154                               0.58                                  1.81
## 155                               0.61                                  1.86
## 156                               0.58                                  1.82
## 157                               0.54                                  1.78
## 158                               0.53                                  1.74
## 159                               0.49                                  1.65
## 160                               0.59                                  1.77
## 161                               0.64                                  1.80
## 162                               0.63                                  1.79
## 163                               0.63                                  1.78
## 164                               0.68                                  1.86
## 165                               0.68                                  1.81
## 166                               0.55                                  1.54
## 167                               0.71                                  1.76
## 168                               0.61                                  1.61
## 169                               0.87                                  2.49
## 170                               0.78                                  2.31
## 171                               0.78                                  2.34
## 172                               0.75                                  2.28
## 173                               0.73                                  2.33
## 174                               0.75                                  2.33
## 175                               0.74                                  2.35
## 176                               0.72                                  2.25
## 177                               0.71                                  2.16
## 178                               0.70                                  2.28
## 179                               0.70                                  2.30
## 180                               0.70                                  2.30
## 181                               0.70                                  2.29
## 182                               0.69                                  2.26
## 183                               0.67                                  2.25
## 184                               0.65                                  2.23
## 185                               0.64                                  2.21
## 186                               0.63                                  2.20
## 187                               0.64                                  2.24
## 188                               0.62                                  2.22
## 189                               0.61                                  2.21
## 190                               0.62                                  2.28
## 191                               0.64                                  2.27
## 192                               0.63                                  2.24
## 193                               0.68                                  2.24
## 194                               0.69                                  2.35
## 195                               0.75                                  2.54
## 196                               0.75                                  2.46
## 197                               0.87                                  2.78
## 198                               0.85                                  2.75
## 199                               0.88                                  2.86
## 200                               0.92                                  3.00
## 201                               0.95                                  3.08
## 202                               1.02                                  3.11
## 203                               1.06                                  3.16
## 204                               1.10                                  3.21
## 205                               1.13                                  3.22
## 206                               1.20                                  3.35
## 207                               1.24                                  3.36
## 208                               1.25                                  3.32
## 209                               1.29                                  3.28
## 210                               1.25                                  3.19
## 211                               1.23                                  2.88
## 212                               1.19                                  2.84
## 213                               1.16                                  2.82
## 214                               1.14                                  2.77
## 215                               1.11                                  2.77
## 216                               1.11                                  2.81
## 217                               1.08                                  2.76
## 218                               1.04                                  2.72
## 219                               1.01                                  2.71
## 220                               1.01                                  2.70
## 221                               1.02                                  2.77
## 222                               1.01                                  2.78
## 223                               0.98                                  2.72
## 224                               0.99                                  2.72
## 225                               0.95                                  2.68
## 226                               0.87                                  2.60
## 227                               0.90                                  2.64
## 228                               0.96                                  2.78
## 229                               0.89                                  2.60
## 230                               0.75                                  2.45
## 231                               0.83                                  2.53
## 232                               0.81                                  2.48
## 233                               0.84                                  2.57
## 234                               0.78                                  2.47
## 235                               0.84                                  2.55
## 236                               0.86                                  2.63
## 237                               0.81                                  2.52
## 238                               0.87                                  2.61
## 239                               0.75                                  2.39
## 240                               0.85                                  2.64
## 241                               0.92                                  2.76
## 242                               0.94                                  2.84
## 243                               0.95                                  2.90
## 244                               1.18                                  3.17
## 245                               1.12                                  3.10
## 246                               1.12                                  3.15
## 247                               1.17                                  3.26
## 248                               1.26                                  3.32
## 249                               1.31                                  3.33
## 250                               1.33                                  3.42
## 251                               1.39                                  3.46
## 252                               1.19                                  2.95
## 253                               1.01                                  2.40
## 254                               0.99                                  2.41
## 255                               0.98                                  2.44
## 256                               0.95                                  2.41
## 257                               0.92                                  2.36
## 258                               0.91                                  2.37
## 259                               0.91                                  2.38
## 260                               0.88                                  2.35
## 261                               0.87                                  2.35
## 262                               0.85                                  2.31
## 263                               0.85                                  2.36
## 264                               0.84                                  2.33
## 265                               0.81                                  2.30
## 266                               0.79                                  2.23
## 267                               0.79                                  2.25
## 268                               0.78                                  2.23
## 269                               0.75                                  2.21
## 270                               0.74                                  2.19
## 271                               0.74                                  2.18
## 272                               0.75                                  2.18
## 273                               0.76                                  2.21
## 274                               0.74                                  2.17
## 275                               0.72                                  2.09
## 276                               0.78                                  2.20
## 277                               0.78                                  2.20
## 278                               0.80                                  2.20
## 279                               0.83                                  2.30
## 280                               0.84                                  2.29
## 281                               0.92                                  2.46
## 282                               0.96                                  2.50
## 283                               1.05                                  2.67
## 284                               1.10                                  2.75
## 285                               1.14                                  2.76
## 286                               1.19                                  2.81
## 287                               1.19                                  2.78
## 288                               1.22                                  2.80
## 289                               1.21                                  2.74
## 290                               1.18                                  2.67
## 291                               1.20                                  2.69
## 292                               1.21                                  2.76
## 293                               1.21                                  2.69
## 294                               1.23                                  2.64
## 295                               1.69                                  3.52
## 296                               1.75                                  3.62
## 297                               1.80                                  3.73
## 298                               1.75                                  3.66
## 299                               1.67                                  3.60
## 300                               1.63                                  3.60
## 301                               1.58                                  3.59
## 302                               1.52                                  3.55
## 303                               1.36                                  3.38
## 304                               1.34                                  3.31
## 305                               1.23                                  3.15
## 306                               1.23                                  3.19
## 307                               1.26                                  3.26
## 308                               1.24                                  3.25
## 309                               1.28                                  3.27
## 310                               1.18                                  3.12
## 311                               1.10                                  3.01
## 312                               1.07                                  2.94
## 313                               1.05                                  2.89
## 314                               1.03                                  2.90
## 315                               1.03                                  2.91
## 316                               0.99                                  2.81
## 317                               0.94                                  2.78
## 318                               0.92                                  2.62
## 319                               0.95                                  2.76
## 320                               0.95                                  2.76
## 321                               0.97                                  2.73
## 322                               0.95                                  2.70
## 323                               1.14                                  2.95
## 324                               1.15                                  2.96
## 325                               1.21                                  3.08
## 326                               1.23                                  3.12
## 327                               1.25                                  3.16
## 328                               1.31                                  3.20
## 329                               1.29                                  3.20
## 330                               1.35                                  3.25
## 331                               1.38                                  3.26
## 332                               1.40                                  3.24
## 333                               1.37                                  3.11
## 334                               1.31                                  2.92
## 335                               1.30                                  2.85
## 336                               1.33                                  2.86
## 337                               1.68                                  3.77
## 338                               1.68                                  3.80
## 339                               1.69                                  3.84
## 340                               1.67                                  3.82
## 341                               1.67                                  3.82
## 342                               1.66                                  3.83
## 343                               1.65                                  3.85
## 344                               1.62                                  3.83
## 345                               1.61                                  3.83
## 346                               1.62                                  3.88
## 347                               1.64                                  4.00
## 348                               1.63                                  4.00
## 349                               1.60                                  3.94
## 350                               1.56                                  3.90
## 351                               1.52                                  3.80
## 352                               1.51                                  3.76
## 353                               1.47                                  3.66
## 354                               1.46                                  3.61
## 355                               1.45                                  3.65
## 356                               1.36                                  3.52
## 357                               1.57                                  3.73
## 358                               1.61                                  3.83
## 359                               1.47                                  3.67
## 360                               1.52                                  3.78
## 361                               1.52                                  3.76
## 362                               1.54                                  3.78
## 363                               1.74                                  4.05
## 364                               1.85                                  3.89
## 365                               1.96                                  4.14
## 366                               1.72                                  3.92
## 367                               1.90                                  4.22
## 368                               2.26                                  4.62
## 369                               2.09                                  4.54
## 370                               2.35                                  4.80
## 371                               2.59                                  5.17
## 372                               2.71                                  5.27
## 373                               2.88                                  5.33
## 374                               2.89                                  5.42
## 375                               2.94                                  5.41
## 376                               2.92                                  5.30
## 377                               3.04                                  5.33
## 378                               3.16                                  5.37
## 379                               1.04                                  2.61
## 380                               1.04                                  2.63
## 381                               1.03                                  2.65
## 382                               0.98                                  2.61
## 383                               0.98                                  2.59
## 384                               0.95                                  2.72
## 385                               0.95                                  2.72
## 386                               0.93                                  2.54
## 387                               0.91                                  2.51
## 388                               0.91                                  2.58
## 389                               0.89                                  2.61
## 390                               0.92                                  2.68
## 391                               0.91                                  2.70
## 392                               0.91                                  2.70
## 393                               0.88                                  2.68
## 394                               0.86                                  2.61
## 395                               0.84                                  2.58
## 396                               0.82                                  2.54
## 397                               0.83                                  2.56
## 398                               0.80                                  2.53
## 399                               0.79                                  2.50
## 400                               0.80                                  2.53
## 401                               0.81                                  2.54
## 402                               0.82                                  2.50
## 403                               0.87                                  2.60
## 404                               0.92                                  2.68
## 405                               0.96                                  2.75
## 406                               0.92                                  2.69
## 407                               1.04                                  2.96
## 408                               1.00                                  2.89
## 409                               1.00                                  2.91
## 410                               1.03                                  2.95
## 411                               1.05                                  2.96
## 412                               1.16                                  3.04
## 413                               1.23                                  3.09
## 414                               1.22                                  3.16
## 415                               1.32                                  3.26
## 416                               1.37                                  3.30
## 417                               1.41                                  3.18
## 418                               1.41                                  3.14
## 419                               1.40                                  3.07
## 420                               1.40                                  2.99
## 421                               0.70                                  1.90
## 422                               0.70                                  1.93
## 423                               0.70                                  1.95
## 424                               0.69                                  1.95
## 425                               0.69                                  1.97
## 426                               0.69                                  1.98
## 427                               0.68                                  1.99
## 428                               0.67                                  1.98
## 429                               0.65                                  1.98
## 430                               0.65                                  2.01
## 431                               0.65                                  2.06
## 432                               0.65                                  2.10
## 433                               0.65                                  2.10
## 434                               0.64                                  2.07
## 435                               0.65                                  2.11
## 436                               0.66                                  2.13
## 437                               0.66                                  2.13
## 438                               0.65                                  2.11
## 439                               0.69                                  2.16
## 440                               0.70                                  2.18
## 441                               0.70                                  2.15
## 442                               0.70                                  2.13
## 443                               0.71                                  2.18
## 444                               0.70                                  2.12
## 445                               0.77                                  2.14
## 446                               0.77                                  2.20
## 447                               0.79                                  2.23
## 448                               0.78                                  2.17
## 449                               0.86                                  2.31
## 450                               0.94                                  2.36
## 451                               0.92                                  2.39
## 452                               1.00                                  2.48
## 453                               0.94                                  2.43
## 454                               1.01                                  2.44
## 455                               1.06                                  2.48
## 456                               1.06                                  2.42
## 457                               1.04                                  2.36
## 458                               1.09                                  2.38
## 459                               1.08                                  2.33
## 460                               1.16                                  2.44
## 461                               1.21                                  2.48
## 462                               1.19                                  2.37
## 463                               0.79                                  2.66
## 464                               0.79                                  2.66
## 465                               0.78                                  2.64
## 466                               0.77                                  2.61
## 467                               0.77                                  2.59
## 468                               0.76                                  2.56
## 469                               0.75                                  2.53
## 470                               0.73                                  2.51
## 471                               0.71                                  2.48
## 472                               0.71                                  2.49
## 473                               0.72                                  2.56
## 474                               0.77                                  2.55
## 475                               0.77                                  2.52
## 476                               0.72                                  2.47
## 477                               0.70                                  2.50
## 478                               0.66                                  2.38
## 479                               0.62                                  2.28
## 480                               0.60                                  2.28
## 481                               0.60                                  2.32
## 482                               0.56                                  2.26
## 483                               0.54                                  2.22
## 484                               0.56                                  2.33
## 485                               0.58                                  2.34
## 486                               0.57                                  2.32
## 487                               0.62                                  2.46
## 488                               0.65                                  2.51
## 489                               0.69                                  2.63
## 490                               0.70                                  2.67
## 491                               0.79                                  2.84
## 492                               0.80                                  2.79
## 493                               0.80                                  2.89
## 494                               0.77                                  2.76
## 495                               0.86                                  2.91
## 496                               0.88                                  2.91
## 497                               0.92                                  2.99
## 498                               1.13                                  3.45
## 499                               1.14                                  3.41
## 500                               1.16                                  3.34
## 501                               1.20                                  3.30
## 502                               1.21                                  3.14
## 503                               1.25                                  3.02
## 504                               1.21                                  3.11
## 505                               0.83                                  2.94
## 506                               0.82                                  2.91
## 507                               0.81                                  2.92
## 508                               0.79                                  2.87
## 509                               0.77                                  2.82
## 510                               0.77                                  2.81
## 511                               0.77                                  2.77
## 512                               0.73                                  2.65
## 513                               0.72                                  2.68
## 514                               0.70                                  2.67
## 515                               0.69                                  2.64
## 516                               0.67                                  2.58
## 517                               0.65                                  2.53
## 518                               0.61                                  2.45
## 519                               0.57                                  2.43
## 520                               0.55                                  2.35
## 521                               0.53                                  2.33
## 522                               0.53                                  2.30
## 523                               0.52                                  2.30
## 524                               0.52                                  2.29
## 525                               0.51                                  1.99
## 526                               0.52                                  1.95
## 527                               0.52                                  1.96
## 528                               0.54                                  2.01
## 529                               0.53                                  2.12
## 530                               0.55                                  2.11
## 531                               0.57                                  2.20
## 532                               0.56                                  2.19
## 533                               0.58                                  2.27
## 534                               0.57                                  2.16
## 535                               0.59                                  2.24
## 536                               0.59                                  2.31
## 537                               0.62                                  2.37
## 538                               0.71                                  2.43
## 539                               0.72                                  2.45
## 540                               0.77                                  2.52
## 541                               0.81                                  2.57
## 542                               0.83                                  2.69
## 543                               0.77                                  2.59
## 544                               0.82                                  2.60
## 545                               0.78                                  2.50
## 546                               0.78                                  2.47
## 547                               0.85                                  2.39
## 548                               0.83                                  2.38
## 549                               0.77                                  2.31
## 550                               0.80                                  2.36
## 551                               0.78                                  2.32
## 552                               0.77                                  2.33
## 553                               0.77                                  2.35
## 554                               0.75                                  2.35
## 555                               0.74                                  2.35
## 556                               0.73                                  2.36
## 557                               0.74                                  2.34
## 558                               0.74                                  2.38
## 559                               0.74                                  2.35
## 560                               0.71                                  2.29
## 561                               0.67                                  2.22
## 562                               0.74                                  2.36
## 563                               0.65                                  2.26
## 564                               0.68                                  2.28
## 565                               0.63                                  2.24
## 566                               0.66                                  2.27
## 567                               0.64                                  2.25
## 568                               0.65                                  2.26
## 569                               0.68                                  2.30
## 570                               0.66                                  2.29
## 571                               0.69                                  2.35
## 572                               0.72                                  2.38
## 573                               0.74                                  2.43
## 574                               0.76                                  2.48
## 575                               0.82                                  2.62
## 576                               0.85                                  2.63
## 577                               0.87                                  2.70
## 578                               0.88                                  2.71
## 579                               0.91                                  2.72
## 580                               0.99                                  2.76
## 581                               1.02                                  2.80
## 582                               1.03                                  2.82
## 583                               1.07                                  2.84
## 584                               1.12                                  2.91
## 585                               1.23                                  2.99
## 586                               1.15                                  2.89
## 587                               1.17                                  2.83
## 588                               1.20                                  2.82
## 589                               0.90                                  2.15
## 590                               0.85                                  2.11
## 591                               0.89                                  2.17
## 592                               0.88                                  2.14
## 593                               0.80                                  2.05
## 594                               0.81                                  2.09
## 595                               0.79                                  2.08
## 596                               0.73                                  2.02
## 597                               0.74                                  2.03
## 598                               0.72                                  2.05
## 599                               0.73                                  2.08
## 600                               0.72                                  2.09
## 601                               0.66                                  2.00
## 602                               0.68                                  2.01
## 603                               0.65                                  2.01
## 604                               0.64                                  1.96
## 605                               0.60                                  1.93
## 606                               0.62                                  1.96
## 607                               0.61                                  1.98
## 608                               0.59                                  1.94
## 609                               0.58                                  1.91
## 610                               0.59                                  1.85
## 611                               0.57                                  1.86
## 612                               0.58                                  1.92
## 613                               0.59                                  1.94
## 614                               0.64                                  1.98
## 615                               0.58                                  1.95
## 616                               0.60                                  2.00
## 617                               0.63                                  2.09
## 618                               0.64                                  2.07
## 619                               0.67                                  2.13
## 620                               0.67                                  2.16
## 621                               0.67                                  2.17
## 622                               0.73                                  2.20
## 623                               0.73                                  2.21
## 624                               0.73                                  2.20
## 625                               0.76                                  2.24
## 626                               0.78                                  2.24
## 627                               0.77                                  2.21
## 628                               0.78                                  2.15
## 629                               0.78                                  2.12
## 630                               0.77                                  2.03
## 631                               0.92                                  2.39
## 632                               0.89                                  2.40
## 633                               0.87                                  2.40
## 634                               0.83                                  2.36
## 635                               0.81                                  2.37
## 636                               0.79                                  2.34
## 637                               0.81                                  2.40
## 638                               0.78                                  2.37
## 639                               0.73                                  2.30
## 640                               0.72                                  2.31
## 641                               0.70                                  2.30
## 642                               0.67                                  2.25
## 643                               0.65                                  2.20
## 644                               0.61                                  2.16
## 645                               0.57                                  2.12
## 646                               0.54                                  2.07
## 647                               0.51                                  2.04
## 648                               0.50                                  1.99
## 649                               0.50                                  1.98
## 650                               0.48                                  1.95
## 651                               0.46                                  1.90
## 652                               0.45                                  1.85
## 653                               0.45                                  1.85
## 654                               0.44                                  1.80
## 655                               0.44                                  1.84
## 656                               0.48                                  1.87
## 657                               0.46                                  1.90
## 658                               0.52                                  2.01
## 659                               0.54                                  2.06
## 660                               0.52                                  2.01
## 661                               0.53                                  2.06
## 662                               0.59                                  2.14
## 663                               0.54                                  2.09
## 664                               0.58                                  2.06
## 665                               0.62                                  2.13
## 666                               0.65                                  2.18
## 667                               0.65                                  2.19
## 668                               0.69                                  2.26
## 669                               0.71                                  2.25
## 670                               0.71                                  2.22
## 671                               0.74                                  2.23
## 672                               0.74                                  2.17
## 673                               0.79                                  1.92
## 674                               0.80                                  1.98
## 675                               0.75                                  1.92
## 676                               0.74                                  1.91
## 677                               0.75                                  1.93
## 678                               0.76                                  1.88
## 679                               0.72                                  1.95
## 680                               0.69                                  1.90
## 681                               0.68                                  1.95
## 682                               0.67                                  1.99
## 683                               0.65                                  2.01
## 684                               0.64                                  1.96
## 685                               0.61                                  1.94
## 686                               0.57                                  1.89
## 687                               0.56                                  1.86
## 688                               0.56                                  1.89
## 689                               0.54                                  1.88
## 690                               0.53                                  1.80
## 691                               0.53                                  1.82
## 692                               0.54                                  1.81
## 693                               0.54                                  1.76
## 694                               0.48                                  1.67
## 695                               0.49                                  1.65
## 696                               0.50                                  1.66
## 697                               0.48                                  1.73
## 698                               0.52                                  1.75
## 699                               0.55                                  1.78
## 700                               0.57                                  1.85
## 701                               0.53                                  1.79
## 702                               0.55                                  1.81
## 703                               0.57                                  1.92
## 704                               0.57                                  1.88
## 705                               0.60                                  1.91
## 706                               0.64                                  1.97
## 707                               0.63                                  1.96
## 708                               0.64                                  1.97
## 709                               0.67                                  2.03
## 710                               0.70                                  2.05
## 711                               0.61                                  1.95
## 712                               0.74                                  2.04
## 713                               0.65                                  1.91
## 714                               0.65                                  1.90
## 715                               0.81                                  1.95
## 716                               0.82                                  1.97
## 717                               0.79                                  1.98
## 718                               0.76                                  1.97
## 719                               0.72                                  1.88
## 720                               0.70                                  1.85
## 721                               0.70                                  1.87
## 722                               0.66                                  1.79
## 723                               0.66                                  1.83
## 724                               0.65                                  1.85
## 725                               0.65                                  1.85
## 726                               0.63                                  1.85
## 727                               0.62                                  1.82
## 728                               0.61                                  1.80
## 729                               0.57                                  1.81
## 730                               0.57                                  1.75
## 731                               0.54                                  1.77
## 732                               0.46                                  1.63
## 733                               0.53                                  1.74
## 734                               0.54                                  1.74
## 735                               0.53                                  1.74
## 736                               0.53                                  1.72
## 737                               0.54                                  1.76
## 738                               0.54                                  1.71
## 739                               0.55                                  1.73
## 740                               0.55                                  1.73
## 741                               0.56                                  1.71
## 742                               0.56                                  1.78
## 743                               0.60                                  1.83
## 744                               0.57                                  1.79
## 745                               0.60                                  1.82
## 746                               0.60                                  1.78
## 747                               0.63                                  1.86
## 748                               0.66                                  1.88
## 749                               0.68                                  1.87
## 750                               0.70                                  1.95
## 751                               0.72                                  1.99
## 752                               0.75                                  1.99
## 753                               0.73                                  1.91
## 754                               0.75                                  1.91
## 755                               0.75                                  1.88
## 756                               0.73                                  1.98
## 757                               0.99                                  2.55
## 758                               1.00                                  2.57
## 759                               1.00                                  2.59
## 760                               0.98                                  2.59
## 761                               0.96                                  2.59
## 762                               0.93                                  2.59
## 763                               0.90                                  2.59
## 764                               0.88                                  2.57
## 765                               0.84                                  2.55
## 766                               0.85                                  2.63
## 767                               0.83                                  2.64
## 768                               0.81                                  2.66
## 769                               0.78                                  2.63
## 770                               0.71                                  2.41
## 771                               0.73                                  2.36
## 772                               0.72                                  2.38
## 773                               0.70                                  2.26
## 774                               0.69                                  2.41
## 775                               0.70                                  2.44
## 776                               0.69                                  2.45
## 777                               0.70                                  2.40
## 778                               0.71                                  2.44
## 779                               0.72                                  2.46
## 780                               0.73                                  2.46
## 781                               0.73                                  2.39
## 782                               0.72                                  2.47
## 783                               0.74                                  2.51
## 784                               0.73                                  2.46
## 785                               0.78                                  2.54
## 786                               0.74                                  2.45
## 787                               0.71                                  2.44
## 788                               0.77                                  2.41
## 789                               0.79                                  2.47
## 790                               0.87                                  2.52
## 791                               0.95                                  2.66
## 792                               1.03                                  2.77
## 793                               1.00                                  2.78
## 794                               1.02                                  2.79
## 795                               1.03                                  2.70
## 796                               1.04                                  2.61
## 797                               1.04                                  2.60
## 798                               1.00                                  2.51
## 799                               1.07                                  2.85
## 800                               1.06                                  2.85
## 801                               1.01                                  2.81
## 802                               0.97                                  2.78
## 803                               0.93                                  2.71
## 804                               0.91                                  2.69
## 805                               0.89                                  2.65
## 806                               0.87                                  2.60
## 807                               0.84                                  2.56
## 808                               0.82                                  2.55
## 809                               0.81                                  2.56
## 810                               0.80                                  2.57
## 811                               0.78                                  2.54
## 812                               0.77                                  2.52
## 813                               0.76                                  2.44
## 814                               0.74                                  2.39
## 815                               0.70                                  2.33
## 816                               0.70                                  2.28
## 817                               0.68                                  2.23
## 818                               0.69                                  2.21
## 819                               0.69                                  2.17
## 820                               0.68                                  2.16
## 821                               0.69                                  2.22
## 822                               0.70                                  2.12
## 823                               0.77                                  2.18
## 824                               0.79                                  2.22
## 825                               0.78                                  2.23
## 826                               0.77                                  2.25
## 827                               0.82                                  2.34
## 828                               0.86                                  2.46
## 829                               0.91                                  2.55
## 830                               0.91                                  2.56
## 831                               0.92                                  2.57
## 832                               0.94                                  2.56
## 833                               1.02                                  2.57
## 834                               1.03                                  2.64
## 835                               1.02                                  2.62
## 836                               1.05                                  2.57
## 837                               1.06                                  2.66
## 838                               1.05                                  2.59
## 839                               1.03                                  2.57
## 840                               1.02                                  2.60
## 841                               0.91                                  2.08
## 842                               0.92                                  2.14
## 843                               0.92                                  2.16
## 844                               0.90                                  2.14
## 845                               0.90                                  2.15
## 846                               0.90                                  2.18
## 847                               0.90                                  2.21
## 848                               0.89                                  2.19
## 849                               0.89                                  2.21
## 850                               0.86                                  2.19
## 851                               0.84                                  2.19
## 852                               0.84                                  2.20
## 853                               0.83                                  2.18
## 854                               0.81                                  2.16
## 855                               0.79                                  2.15
## 856                               0.77                                  2.12
## 857                               0.76                                  2.12
## 858                               0.75                                  2.11
## 859                               0.75                                  2.09
## 860                               0.74                                  2.08
## 861                               0.73                                  2.08
## 862                               0.73                                  2.11
## 863                               0.74                                  2.08
## 864                               0.74                                  2.09
## 865                               0.78                                  2.15
## 866                               0.80                                  2.19
## 867                               0.86                                  2.26
## 868                               0.89                                  2.33
## 869                               0.96                                  2.51
## 870                               0.97                                  2.52
## 871                               1.00                                  2.60
## 872                               1.06                                  2.71
## 873                               1.07                                  2.73
## 874                               1.14                                  2.80
## 875                               1.17                                  2.84
## 876                               1.20                                  2.89
## 877                               1.16                                  2.76
## 878                               1.33                                  3.06
## 879                               1.35                                  3.08
## 880                               1.39                                  3.13
## 881                               1.38                                  3.09
## 882                               1.38                                  3.05
## 883                               1.00                                  2.55
## 884                               0.97                                  2.58
## 885                               0.97                                  2.56
## 886                               0.91                                  2.52
## 887                               0.91                                  2.54
## 888                               0.89                                  2.55
## 889                               0.88                                  2.56
## 890                               0.88                                  2.54
## 891                               0.84                                  2.50
## 892                               0.85                                  2.49
## 893                               0.84                                  2.54
## 894                               0.87                                  2.59
## 895                               0.85                                  2.56
## 896                               0.85                                  2.51
## 897                               0.84                                  2.52
## 898                               0.82                                  2.49
## 899                               0.80                                  2.47
## 900                               0.79                                  2.44
## 901                               0.87                                  2.55
## 902                               0.79                                  2.39
## 903                               0.75                                  2.39
## 904                               0.76                                  2.39
## 905                               0.77                                  2.35
## 906                               0.78                                  2.35
## 907                               0.80                                  2.38
## 908                               0.80                                  2.38
## 909                               0.82                                  2.38
## 910                               0.87                                  2.49
## 911                               0.97                                  2.63
## 912                               1.00                                  2.70
## 913                               1.05                                  2.81
## 914                               1.11                                  2.88
## 915                               1.11                                  2.92
## 916                               1.19                                  2.97
## 917                               1.23                                  3.02
## 918                               1.20                                  3.05
## 919                               1.22                                  3.07
## 920                               1.24                                  3.17
## 921                               1.26                                  3.18
## 922                               1.24                                  3.07
## 923                               1.26                                  3.05
## 924                               1.25                                  2.97
## 925                               0.96                                  2.36
## 926                               0.93                                  2.34
## 927                               0.91                                  2.34
## 928                               0.89                                  2.24
## 929                               0.88                                  2.32
## 930                               0.85                                  2.23
## 931                               0.84                                  2.27
## 932                               0.83                                  2.25
## 933                               0.81                                  2.23
## 934                               0.80                                  2.23
## 935                               0.79                                  2.22
## 936                               0.77                                  2.19
## 937                               0.76                                  2.18
## 938                               0.74                                  2.16
## 939                               0.72                                  2.15
## 940                               0.72                                  2.17
## 941                               0.69                                  2.13
## 942                               0.68                                  2.09
## 943                               0.68                                  2.13
## 944                               0.67                                  2.11
## 945                               0.68                                  2.10
## 946                               0.66                                  2.07
## 947                               0.66                                  2.09
## 948                               0.67                                  2.06
## 949                               0.67                                  2.10
## 950                               0.72                                  2.18
## 951                               0.74                                  2.21
## 952                               0.74                                  2.26
## 953                               0.80                                  2.42
## 954                               0.80                                  2.39
## 955                               0.84                                  2.48
## 956                               0.85                                  2.51
## 957                               0.90                                  2.57
## 958                               0.96                                  2.59
## 959                               0.98                                  2.61
## 960                               0.98                                  2.62
## 961                               0.99                                  2.73
## 962                               1.00                                  2.63
## 963                               1.02                                  2.65
## 964                               1.03                                  2.65
## 965                               1.05                                  2.74
## 966                               1.02                                  2.71
## 967                               1.21                                  2.79
## 968                               1.19                                  2.77
## 969                               1.17                                  2.77
## 970                               1.14                                  2.73
## 971                               1.23                                  2.81
## 972                               1.16                                  2.73
## 973                               1.11                                  2.71
## 974                               1.00                                  2.47
## 975                               0.97                                  2.44
## 976                               1.04                                  2.59
## 977                               1.03                                  2.60
## 978                               1.01                                  2.60
## 979                               0.93                                  2.40
## 980                               0.97                                  2.48
## 981                               0.94                                  2.50
## 982                               0.91                                  2.43
## 983                               0.88                                  2.41
## 984                               0.88                                  2.39
## 985                               0.87                                  2.37
## 986                               0.86                                  2.36
## 987                               0.84                                  2.27
## 988                               0.85                                  2.31
## 989                               0.83                                  2.32
## 990                               0.83                                  2.38
## 991                               0.83                                  2.35
## 992                               0.84                                  2.33
## 993                               0.85                                  2.35
## 994                               0.81                                  2.35
## 995                               0.96                                  2.55
## 996                               0.89                                  2.46
## 997                               0.90                                  2.51
## 998                               0.94                                  2.58
## 999                               0.93                                  2.57
## 1000                              1.06                                  2.68
## 1001                              1.07                                  2.69
## 1002                              1.10                                  2.74
## 1003                              1.11                                  2.75
## 1004                              1.18                                  2.84
## 1005                              1.20                                  2.85
## 1006                              1.17                                  2.77
## 1007                              1.16                                  2.71
## 1008                              1.16                                  2.67
## 1009                              0.78                                  2.17
## 1010                              0.77                                  2.20
## 1011                              0.77                                  2.23
## 1012                              0.77                                  2.24
## 1013                              0.75                                  2.24
## 1014                              0.73                                  2.25
## 1015                              0.71                                  2.24
## 1016                              0.71                                  2.22
## 1017                              0.70                                  2.22
## 1018                              0.70                                  2.26
## 1019                              0.70                                  2.28
## 1020                              0.68                                  2.26
## 1021                              0.67                                  2.23
## 1022                              0.65                                  2.18
## 1023                              0.63                                  2.14
## 1024                              0.63                                  2.13
## 1025                              0.61                                  2.13
## 1026                              0.60                                  2.11
## 1027                              0.61                                  2.14
## 1028                              0.61                                  2.14
## 1029                              0.59                                  2.08
## 1030                              0.61                                  2.09
## 1031                              0.62                                  2.14
## 1032                              0.61                                  2.09
## 1033                              0.63                                  2.00
## 1034                              0.63                                  2.11
## 1035                              0.63                                  2.08
## 1036                              0.64                                  2.05
## 1037                              0.65                                  2.08
## 1038                              0.66                                  2.04
## 1039                              0.67                                  2.06
## 1040                              0.66                                  2.04
## 1041                              0.69                                  2.07
## 1042                              0.74                                  2.07
## 1043                              0.77                                  2.08
## 1044                              0.80                                  2.10
## 1045                              0.81                                  2.10
## 1046                              0.84                                  2.13
## 1047                              0.86                                  2.09
## 1048                              0.81                                  2.00
## 1049                              0.88                                  2.09
## 1050                              0.83                                  1.98
## 1051                              1.02                                  2.51
## 1052                              1.01                                  2.53
## 1053                              0.96                                  2.49
## 1054                              0.97                                  2.53
## 1055                              0.88                                  2.40
## 1056                              0.89                                  2.44
## 1057                              0.86                                  2.42
## 1058                              0.86                                  2.45
## 1059                              0.81                                  2.41
## 1060                              0.83                                  2.43
## 1061                              0.80                                  2.42
## 1062                              0.78                                  2.40
## 1063                              0.76                                  2.37
## 1064                              0.73                                  2.30
## 1065                              0.72                                  2.32
## 1066                              0.70                                  2.29
## 1067                              0.67                                  2.27
## 1068                              0.67                                  2.25
## 1069                              0.67                                  2.25
## 1070                              0.66                                  2.23
## 1071                              0.63                                  2.18
## 1072                              0.63                                  2.15
## 1073                              0.57                                  2.10
## 1074                              0.62                                  2.14
## 1075                              0.66                                  2.21
## 1076                              0.67                                  2.20
## 1077                              0.69                                  2.24
## 1078                              0.64                                  2.20
## 1079                              0.70                                  2.30
## 1080                              0.70                                  2.28
## 1081                              0.70                                  2.31
## 1082                              0.73                                  2.39
## 1083                              0.73                                  2.39
## 1084                              0.77                                  2.37
## 1085                              0.68                                  2.29
## 1086                              0.78                                  2.38
## 1087                              0.79                                  2.39
## 1088                              0.84                                  2.46
## 1089                              0.84                                  2.44
## 1090                              0.86                                  2.42
## 1091                              0.89                                  2.39
## 1092                              0.83                                  2.24
## 1093                              0.99                                  3.10
## 1094                              0.98                                  3.10
## 1095                              0.98                                  3.12
## 1096                              0.96                                  3.09
## 1097                              0.96                                  3.09
## 1098                              0.95                                  3.07
## 1099                              0.94                                  3.08
## 1100                              0.90                                  2.98
## 1101                              0.88                                  2.98
## 1102                              0.87                                  2.96
## 1103                              0.87                                  2.97
## 1104                              0.85                                  2.94
## 1105                              0.82                                  2.87
## 1106                              0.77                                  2.78
## 1107                              0.75                                  2.66
## 1108                              0.72                                  2.62
## 1109                              0.70                                  2.65
## 1110                              0.68                                  2.56
## 1111                              0.68                                  2.54
## 1112                              0.67                                  2.51
## 1113                              0.65                                  2.45
## 1114                              0.64                                  2.32
## 1115                              0.64                                  2.45
## 1116                              0.78                                  2.55
## 1117                              0.70                                  2.51
## 1118                              0.73                                  2.47
## 1119                              0.75                                  2.61
## 1120                              0.76                                  2.64
## 1121                              0.77                                  2.67
## 1122                              0.73                                  2.61
## 1123                              0.77                                  2.70
## 1124                              0.78                                  2.70
## 1125                              0.82                                  2.76
## 1126                              0.89                                  2.84
## 1127                              0.93                                  2.97
## 1128                              0.99                                  3.11
## 1129                              1.02                                  3.16
## 1130                              1.05                                  3.27
## 1131                              1.03                                  3.20
## 1132                              1.05                                  3.29
## 1133                              1.07                                  3.09
## 1134                              1.10                                  3.11
## 1135                              0.73                                  2.16
## 1136                              0.72                                  2.20
## 1137                              0.72                                  2.24
## 1138                              0.71                                  2.27
## 1139                              0.72                                  2.30
## 1140                              0.71                                  2.32
## 1141                              0.69                                  2.32
## 1142                              0.69                                  2.29
## 1143                              0.67                                  2.28
## 1144                              0.67                                  2.29
## 1145                              0.68                                  2.33
## 1146                              0.67                                  2.31
## 1147                              0.71                                  2.35
## 1148                              0.68                                  2.29
## 1149                              0.65                                  2.28
## 1150                              0.63                                  2.24
## 1151                              0.61                                  2.23
## 1152                              0.60                                  2.20
## 1153                              0.62                                  2.23
## 1154                              0.60                                  2.19
## 1155                              0.58                                  2.16
## 1156                              0.56                                  2.09
## 1157                              0.57                                  2.11
## 1158                              0.57                                  2.10
## 1159                              0.57                                  2.14
## 1160                              0.59                                  2.14
## 1161                              0.61                                  2.16
## 1162                              0.61                                  2.19
## 1163                              0.64                                  2.25
## 1164                              0.64                                  2.26
## 1165                              0.66                                  2.30
## 1166                              0.67                                  2.33
## 1167                              0.69                                  2.33
## 1168                              0.76                                  2.39
## 1169                              0.77                                  2.43
## 1170                              0.80                                  2.51
## 1171                              0.58                                  2.37
## 1172                              0.88                                  2.65
## 1173                              0.88                                  2.63
## 1174                              0.89                                  2.59
## 1175                              0.90                                  2.56
## 1176                              0.91                                  2.54
## 1177                              1.46                                  3.42
## 1178                              1.46                                  3.47
## 1179                              1.46                                  3.50
## 1180                              1.30                                  3.35
## 1181                              1.31                                  3.38
## 1182                              1.28                                  3.32
## 1183                              1.25                                  3.28
## 1184                              1.27                                  3.35
## 1185                              1.21                                  3.30
## 1186                              1.11                                  3.21
## 1187                              1.29                                  3.53
## 1188                              1.23                                  3.52
## 1189                              1.28                                  3.63
## 1190                              1.21                                  3.52
## 1191                              1.25                                  3.61
## 1192                              1.23                                  3.59
## 1193                              1.22                                  3.56
## 1194                              1.21                                  3.59
## 1195                              1.26                                  3.67
## 1196                              1.29                                  3.74
## 1197                              1.23                                  3.62
## 1198                              1.30                                  3.72
## 1199                              1.39                                  3.89
## 1200                              1.39                                  3.84
## 1201                              1.51                                  4.00
## 1202                              1.54                                  4.07
## 1203                              1.61                                  4.25
## 1204                              1.63                                  4.31
## 1205                              1.92                                  4.78
## 1206                              1.87                                  4.70
## 1207                              1.95                                  4.80
## 1208                              2.05                                  4.89
## 1209                              2.07                                  4.97
## 1210                              2.18                                  4.99
## 1211                              2.32                                  5.10
## 1212                              2.43                                  5.18
## 1213                              2.50                                  5.27
## 1214                              2.71                                  5.59
## 1215                              2.90                                  5.75
## 1216                              2.97                                  5.83
## 1217                              3.34                                  6.13
## 1218                              3.56                                  6.32
## 1219                              2.04                                  4.67
## 1220                              2.01                                  4.72
## 1221                              1.99                                  4.74
## 1222                              1.95                                  4.70
## 1223                              1.95                                  4.53
## 1224                              1.92                                  4.67
## 1225                              1.88                                  4.64
## 1226                              1.98                                  4.76
## 1227                              1.85                                  4.50
## 1228                              1.84                                  4.47
## 1229                              1.79                                  4.39
## 1230                              1.75                                  4.36
## 1231                              1.77                                  4.28
## 1232                              1.71                                  4.20
## 1233                              1.67                                  4.14
## 1234                              1.63                                  4.09
## 1235                              1.64                                  4.09
## 1236                              1.62                                  4.03
## 1237                              1.63                                  4.06
## 1238                              1.64                                  4.07
## 1239                              1.67                                  3.99
## 1240                              1.72                                  4.04
## 1241                              1.79                                  4.11
## 1242                              1.79                                  4.02
## 1243                              1.90                                  4.13
## 1244                              2.01                                  4.38
## 1245                              1.96                                  4.30
## 1246                              1.96                                  4.30
## 1247                              1.97                                  4.30
## 1248                              2.00                                  4.38
## 1249                              1.94                                  4.34
## 1250                              1.99                                  4.42
## 1251                              2.06                                  4.52
## 1252                              2.22                                  4.74
## 1253                              2.33                                  4.92
## 1254                              2.36                                  5.09
## 1255                              2.35                                  4.84
## 1256                              2.43                                  4.91
## 1257                              2.49                                  5.02
## 1258                              2.56                                  5.10
## 1259                              2.88                                  5.36
## 1260                              2.88                                  5.23
## 1261                              0.98                                  2.36
## 1262                              0.96                                  2.36
## 1263                              0.93                                  2.36
## 1264                              0.93                                  2.37
## 1265                              0.93                                  2.39
## 1266                              0.92                                  2.37
## 1267                              0.91                                  2.40
## 1268                              0.89                                  2.37
## 1269                              0.86                                  2.35
## 1270                              0.86                                  2.34
## 1271                              0.86                                  2.35
## 1272                              0.86                                  2.33
## 1273                              0.85                                  2.33
## 1274                              0.83                                  2.30
## 1275                              0.82                                  2.30
## 1276                              0.80                                  2.24
## 1277                              0.77                                  2.24
## 1278                              0.75                                  2.20
## 1279                              0.76                                  2.20
## 1280                              0.74                                  2.18
## 1281                              0.71                                  2.15
## 1282                              0.74                                  2.19
## 1283                              0.76                                  2.20
## 1284                              0.79                                  2.28
## 1285                              0.79                                  2.27
## 1286                              0.79                                  2.29
## 1287                              0.83                                  2.34
## 1288                              0.82                                  2.34
## 1289                              0.95                                  2.58
## 1290                              0.95                                  2.58
## 1291                              0.93                                  2.58
## 1292                              1.00                                  2.72
## 1293                              1.03                                  2.77
## 1294                              1.07                                  2.79
## 1295                              1.10                                  2.82
## 1296                              1.13                                  2.85
## 1297                              1.13                                  2.87
## 1298                              1.15                                  2.87
## 1299                              1.13                                  2.82
## 1300                              1.10                                  2.71
## 1301                              1.10                                  2.69
## 1302                              1.13                                  2.69
## 1303                              0.89                                  2.26
## 1304                              0.81                                  2.16
## 1305                              0.84                                  2.26
## 1306                              0.78                                  2.10
## 1307                              0.82                                  2.41
## 1308                              0.84                                  2.34
## 1309                              0.79                                  2.36
## 1310                              0.72                                  2.35
## 1311                              0.74                                  2.28
## 1312                              0.72                                  2.38
## 1313                              0.71                                  2.43
## 1314                              0.70                                  2.39
## 1315                              0.69                                  2.36
## 1316                              0.66                                  2.42
## 1317                              0.66                                  2.36
## 1318                              0.61                                  2.40
## 1319                              0.61                                  2.40
## 1320                              0.61                                  2.39
## 1321                              0.61                                  2.38
## 1322                              0.59                                  2.36
## 1323                              0.58                                  2.31
## 1324                              0.58                                  2.33
## 1325                              0.59                                  2.38
## 1326                              0.60                                  2.40
## 1327                              0.60                                  2.25
## 1328                              0.63                                  2.39
## 1329                              0.66                                  2.47
## 1330                              0.64                                  2.54
## 1331                              0.68                                  2.64
## 1332                              0.66                                  2.62
## 1333                              0.68                                  2.67
## 1334                              0.68                                  2.69
## 1335                              0.71                                  2.73
## 1336                              0.77                                  2.84
## 1337                              0.76                                  2.76
## 1338                              0.98                                  3.01
## 1339                              0.93                                  2.99
## 1340                              0.95                                  3.00
## 1341                              0.99                                  2.97
## 1342                              0.97                                  2.91
## 1343                              0.96                                  2.93
## 1344                              0.95                                  2.88
## 1345                              0.81                                  2.21
## 1346                              0.79                                  2.23
## 1347                              0.79                                  2.23
## 1348                              0.77                                  2.19
## 1349                              0.77                                  2.20
## 1350                              0.77                                  2.21
## 1351                              0.75                                  2.17
## 1352                              0.73                                  2.11
## 1353                              0.71                                  2.09
## 1354                              0.70                                  2.08
## 1355                              0.68                                  2.08
## 1356                              0.69                                  2.10
## 1357                              0.66                                  2.01
## 1358                              0.65                                  1.99
## 1359                              0.62                                  1.96
## 1360                              0.61                                  1.94
## 1361                              0.59                                  1.92
## 1362                              0.56                                  1.89
## 1363                              0.58                                  1.88
## 1364                              0.56                                  1.85
## 1365                              0.51                                  1.84
## 1366                              0.56                                  1.79
## 1367                              0.57                                  1.84
## 1368                              0.57                                  1.95
## 1369                              0.60                                  1.93
## 1370                              0.62                                  1.97
## 1371                              0.68                                  2.09
## 1372                              0.69                                  2.14
## 1373                              0.76                                  2.30
## 1374                              0.81                                  2.34
## 1375                              0.86                                  2.45
## 1376                              0.90                                  2.51
## 1377                              0.91                                  2.53
## 1378                              0.98                                  2.61
## 1379                              1.03                                  2.67
## 1380                              1.05                                  2.77
## 1381                              1.11                                  2.85
## 1382                              1.12                                  2.83
## 1383                              1.17                                  2.91
## 1384                              1.17                                  2.83
## 1385                              1.18                                  2.78
## 1386                              1.18                                  2.75
## 1387                              0.68                                  2.17
## 1388                              0.65                                  2.13
## 1389                              0.64                                  2.12
## 1390                              0.63                                  2.10
## 1391                              0.61                                  2.07
## 1392                              0.60                                  2.04
## 1393                              0.60                                  2.04
## 1394                              0.58                                  2.01
## 1395                              0.57                                  2.00
## 1396                              0.57                                  2.01
## 1397                              0.57                                  2.03
## 1398                              0.56                                  2.04
## 1399                              0.54                                  2.01
## 1400                              0.54                                  1.96
## 1401                              0.53                                  1.99
## 1402                              0.52                                  2.00
## 1403                              0.50                                  2.02
## 1404                              0.51                                  2.00
## 1405                              0.52                                  1.98
## 1406                              0.51                                  1.96
## 1407                              0.50                                  1.94
## 1408                              0.52                                  1.97
## 1409                              0.53                                  1.98
## 1410                              0.53                                  1.87
## 1411                              0.54                                  1.89
## 1412                              0.56                                  1.92
## 1413                              0.59                                  1.96
## 1414                              0.60                                  1.96
## 1415                              0.65                                  2.08
## 1416                              0.66                                  2.05
## 1417                              0.68                                  2.08
## 1418                              0.71                                  2.09
## 1419                              0.74                                  2.15
## 1420                              0.76                                  2.13
## 1421                              0.78                                  2.13
## 1422                              0.80                                  2.12
## 1423                              0.85                                  2.13
## 1424                              0.86                                  2.16
## 1425                              0.85                                  2.16
## 1426                              0.84                                  2.09
## 1427                              0.83                                  2.04
## 1428                              0.81                                  1.98
## 1429                              1.33                                  3.16
## 1430                              1.30                                  3.15
## 1431                              1.29                                  3.14
## 1432                              1.33                                  3.26
## 1433                              1.40                                  3.43
## 1434                              1.38                                  3.39
## 1435                              1.38                                  3.43
## 1436                              1.26                                  3.18
## 1437                              1.19                                  2.93
## 1438                              1.13                                  2.96
## 1439                              1.11                                  2.94
## 1440                              1.06                                  2.82
## 1441                              1.00                                  2.70
## 1442                              0.94                                  2.60
## 1443                              0.82                                  2.49
## 1444                              0.86                                  2.56
## 1445                              0.83                                  2.50
## 1446                              0.81                                  2.42
## 1447                              0.79                                  2.40
## 1448                              0.78                                  2.41
## 1449                              0.76                                  2.35
## 1450                              0.77                                  2.30
## 1451                              0.77                                  2.30
## 1452                              0.77                                  2.28
## 1453                              0.78                                  2.32
## 1454                              0.84                                  2.36
## 1455                              0.85                                  2.39
## 1456                              0.86                                  2.44
## 1457                              0.93                                  2.56
## 1458                              0.86                                  2.44
## 1459                              0.88                                  2.48
## 1460                              0.89                                  2.47
## 1461                              0.87                                  2.44
## 1462                              0.96                                  2.50
## 1463                              0.99                                  2.56
## 1464                              1.05                                  2.71
## 1465                              1.09                                  2.79
## 1466                              1.14                                  2.85
## 1467                              1.13                                  2.82
## 1468                              1.10                                  2.72
## 1469                              1.15                                  2.76
## 1470                              1.12                                  2.62
## 1471                              0.62                                  2.03
## 1472                              0.60                                  2.02
## 1473                              0.58                                  2.03
## 1474                              0.56                                  2.03
## 1475                              0.54                                  2.03
## 1476                              0.53                                  2.04
## 1477                              0.51                                  2.03
## 1478                              0.50                                  2.02
## 1479                              0.48                                  2.02
## 1480                              0.47                                  2.03
## 1481                              0.46                                  2.05
## 1482                              0.45                                  2.04
## 1483                              0.44                                  2.01
## 1484                              0.43                                  2.00
## 1485                              0.42                                  1.97
## 1486                              0.40                                  1.95
## 1487                              0.39                                  1.95
## 1488                              0.39                                  1.93
## 1489                              0.38                                  1.91
## 1490                              0.37                                  1.90
## 1491                              0.44                                  1.94
## 1492                              0.43                                  1.90
## 1493                              0.43                                  1.97
## 1494                              0.43                                  1.89
## 1495                              0.37                                  1.85
## 1496                              0.50                                  1.95
## 1497                              0.50                                  1.98
## 1498                              0.51                                  2.03
## 1499                              0.53                                  2.09
## 1500                              0.51                                  2.09
## 1501                              0.55                                  2.13
## 1502                              0.59                                  2.18
## 1503                              0.60                                  2.18
## 1504                              0.59                                  2.21
## 1505                              0.61                                  2.27
## 1506                              0.65                                  2.23
## 1507                              0.66                                  2.28
## 1508                              0.68                                  2.25
## 1509                              0.72                                  2.33
## 1510                              0.70                                  2.25
## 1511                              0.70                                  2.08
## 1512                              0.70                                  2.03
## 1513                              0.65                                  1.85
## 1514                              0.65                                  1.87
## 1515                              0.64                                  1.89
## 1516                              0.62                                  1.89
## 1517                              0.63                                  1.91
## 1518                              0.62                                  1.93
## 1519                              0.61                                  1.94
## 1520                              0.59                                  1.92
## 1521                              0.58                                  1.92
## 1522                              0.58                                  1.93
## 1523                              0.58                                  1.97
## 1524                              0.57                                  1.91
## 1525                              0.56                                  1.87
## 1526                              0.55                                  1.80
## 1527                              0.46                                  1.70
## 1528                              0.74                                  1.93
## 1529                              0.58                                  1.82
## 1530                              0.43                                  1.65
## 1531                              0.44                                  1.69
## 1532                              0.44                                  1.68
## 1533                              0.43                                  1.68
## 1534                              0.43                                  1.65
## 1535                              0.45                                  1.66
## 1536                              0.44                                  1.66
## 1537                              0.50                                  1.78
## 1538                              0.48                                  1.70
## 1539                              0.55                                  1.81
## 1540                              0.54                                  1.76
## 1541                              0.55                                  1.81
## 1542                              0.54                                  1.75
## 1543                              0.52                                  1.73
## 1544                              0.58                                  1.79
## 1545                              0.62                                  1.84
## 1546                              0.68                                  1.88
## 1547                              0.74                                  1.91
## 1548                              0.77                                  1.97
## 1549                              0.82                                  2.14
## 1550                              0.83                                  2.13
## 1551                              0.71                                  1.94
## 1552                              0.78                                  1.94
## 1553                              0.80                                  2.00
## 1554                              0.77                                  1.95
## 1555                              0.95                                  2.74
## 1556                              0.93                                  2.76
## 1557                              0.92                                  2.76
## 1558                              0.90                                  2.71
## 1559                              0.90                                  2.70
## 1560                              0.89                                  2.66
## 1561                              0.89                                  2.66
## 1562                              0.85                                  2.59
## 1563                              0.83                                  2.51
## 1564                              0.82                                  2.59
## 1565                              0.83                                  2.54
## 1566                              0.81                                  2.65
## 1567                              0.78                                  2.59
## 1568                              0.75                                  2.40
## 1569                              0.72                                  2.44
## 1570                              0.69                                  2.36
## 1571                              0.66                                  2.34
## 1572                              0.65                                  2.30
## 1573                              0.64                                  2.28
## 1574                              0.63                                  2.27
## 1575                              0.61                                  2.25
## 1576                              0.60                                  2.24
## 1577                              0.61                                  2.27
## 1578                              0.59                                  2.23
## 1579                              0.62                                  2.21
## 1580                              0.64                                  2.31
## 1581                              0.67                                  2.41
## 1582                              0.67                                  2.38
## 1583                              0.73                                  2.51
## 1584                              0.70                                  2.46
## 1585                              0.72                                  2.52
## 1586                              0.73                                  2.54
## 1587                              0.74                                  2.57
## 1588                              0.77                                  2.58
## 1589                              0.82                                  2.63
## 1590                              0.85                                  2.70
## 1591                              0.88                                  2.72
## 1592                              0.92                                  2.79
## 1593                              0.94                                  2.81
## 1594                              0.94                                  2.77
## 1595                              0.96                                  2.74
## 1596                              0.94                                  2.70
## 1597                              0.72                                  2.34
## 1598                              0.72                                  2.35
## 1599                              0.72                                  2.36
## 1600                              0.70                                  2.33
## 1601                              0.70                                  2.34
## 1602                              0.68                                  2.33
## 1603                              0.67                                  2.34
## 1604                              0.66                                  2.33
## 1605                              0.64                                  2.30
## 1606                              0.63                                  2.27
## 1607                              0.61                                  2.23
## 1608                              0.58                                  2.18
## 1609                              0.55                                  2.10
## 1610                              0.55                                  2.11
## 1611                              0.53                                  2.06
## 1612                              0.51                                  2.04
## 1613                              0.49                                  2.06
## 1614                              0.48                                  2.02
## 1615                              0.47                                  1.96
## 1616                              0.46                                  1.92
## 1617                              0.45                                  1.85
## 1618                              0.45                                  1.95
## 1619                              0.45                                  1.88
## 1620                              0.45                                  1.88
## 1621                              0.47                                  1.93
## 1622                              0.48                                  1.96
## 1623                              0.51                                  1.99
## 1624                              0.52                                  2.05
## 1625                              0.55                                  2.15
## 1626                              0.57                                  2.13
## 1627                              0.54                                  2.14
## 1628                              0.62                                  2.22
## 1629                              0.64                                  2.25
## 1630                              0.65                                  2.23
## 1631                              0.67                                  2.26
## 1632                              0.67                                  2.31
## 1633                              0.70                                  2.37
## 1634                              0.72                                  2.38
## 1635                              0.71                                  2.39
## 1636                              0.72                                  2.34
## 1637                              0.73                                  2.30
## 1638                              0.74                                  2.27
## 1639                              1.15                                  2.63
## 1640                              1.09                                  2.60
## 1641                              1.05                                  2.57
## 1642                              0.99                                  2.52
## 1643                              0.86                                  2.39
## 1644                              0.98                                  2.56
## 1645                              0.97                                  2.58
## 1646                              0.94                                  2.55
## 1647                              0.92                                  2.54
## 1648                              0.85                                  2.47
## 1649                              0.84                                  2.46
## 1650                              0.82                                  2.45
## 1651                              0.83                                  2.41
## 1652                              0.82                                  2.29
## 1653                              0.80                                  2.42
## 1654                              0.80                                  2.45
## 1655                              0.74                                  2.40
## 1656                              0.70                                  2.36
## 1657                              0.70                                  2.31
## 1658                              0.69                                  2.29
## 1659                              0.63                                  2.24
## 1660                              0.64                                  2.30
## 1661                              0.66                                  2.24
## 1662                              0.63                                  2.19
## 1663                              0.66                                  2.27
## 1664                              0.69                                  2.27
## 1665                              0.70                                  2.33
## 1666                              0.71                                  2.41
## 1667                              0.79                                  2.54
## 1668                              0.86                                  2.67
## 1669                              0.96                                  2.82
## 1670                              0.93                                  2.83
## 1671                              0.92                                  2.85
## 1672                              1.03                                  2.93
## 1673                              1.03                                  2.92
## 1674                              1.06                                  3.04
## 1675                              1.04                                  2.94
## 1676                              1.04                                  2.92
## 1677                              1.13                                  3.13
## 1678                              1.08                                  2.98
## 1679                              1.13                                  2.98
## 1680                              1.09                                  2.86
## 1681                              0.80                                  2.16
## 1682                              0.80                                  2.19
## 1683                              0.80                                  2.23
## 1684                              0.79                                  2.25
## 1685                              0.80                                  2.28
## 1686                              0.80                                  2.31
## 1687                              0.79                                  2.32
## 1688                              0.78                                  2.31
## 1689                              0.76                                  2.31
## 1690                              0.76                                  2.34
## 1691                              0.76                                  2.40
## 1692                              0.76                                  2.42
## 1693                              0.76                                  2.45
## 1694                              0.75                                  2.42
## 1695                              0.76                                  2.38
## 1696                              0.74                                  2.35
## 1697                              0.67                                  2.30
## 1698                              0.65                                  2.27
## 1699                              0.72                                  2.43
## 1700                              0.72                                  2.41
## 1701                              0.72                                  2.37
## 1702                              0.71                                  2.40
## 1703                              0.71                                  2.30
## 1704                              0.68                                  2.20
## 1705                              0.74                                  2.29
## 1706                              0.75                                  2.30
## 1707                              0.79                                  2.33
## 1708                              0.84                                  2.41
## 1709                              0.92                                  2.61
## 1710                              0.86                                  2.49
## 1711                              0.90                                  2.54
## 1712                              0.89                                  2.52
## 1713                              0.93                                  2.52
## 1714                              1.00                                  2.53
## 1715                              1.01                                  2.52
## 1716                              1.02                                  2.49
## 1717                              0.99                                  2.43
## 1718                              1.04                                  2.48
## 1719                              1.06                                  2.45
## 1720                              1.12                                  2.45
## 1721                              1.15                                  2.45
## 1722                              1.09                                  2.37
## 1723                              0.77                                  2.37
## 1724                              1.02                                  2.85
## 1725                              1.10                                  2.88
## 1726                              1.03                                  2.81
## 1727                              0.99                                  2.75
## 1728                              1.02                                  2.82
## 1729                              0.96                                  2.76
## 1730                              0.97                                  2.77
## 1731                              0.92                                  2.69
## 1732                              0.89                                  2.65
## 1733                              0.87                                  2.66
## 1734                              0.87                                  2.61
## 1735                              0.79                                  2.50
## 1736                              0.83                                  2.52
## 1737                              0.76                                  2.45
## 1738                              0.74                                  2.41
## 1739                              0.67                                  2.34
## 1740                              0.71                                  2.35
## 1741                              0.69                                  2.30
## 1742                              0.70                                  2.27
## 1743                              0.68                                  2.23
## 1744                              0.69                                  2.15
## 1745                              0.68                                  2.15
## 1746                              0.73                                  2.21
## 1747                              0.73                                  2.24
## 1748                              0.73                                  2.20
## 1749                              0.74                                  2.26
## 1750                              0.76                                  2.27
## 1751                              0.80                                  2.34
## 1752                              0.72                                  2.17
## 1753                              0.79                                  2.21
## 1754                              0.81                                  2.28
## 1755                              0.83                                  2.29
## 1756                              0.95                                  2.35
## 1757                              0.90                                  2.35
## 1758                              0.96                                  2.44
## 1759                              0.97                                  2.44
## 1760                              1.04                                  2.54
## 1761                              1.07                                  2.56
## 1762                              1.04                                  2.44
## 1763                              1.05                                  2.42
## 1764                              1.07                                  2.39
## 1765                              0.84                                  2.14
## 1766                              0.81                                  2.11
## 1767                              0.79                                  2.14
## 1768                              0.76                                  2.06
## 1769                              0.73                                  2.02
## 1770                              0.70                                  2.00
## 1771                              0.68                                  2.00
## 1772                              0.66                                  2.04
## 1773                              0.61                                  1.88
## 1774                              0.57                                  1.83
## 1775                              0.57                                  1.87
## 1776                              0.56                                  1.90
## 1777                              0.56                                  1.89
## 1778                              0.55                                  1.92
## 1779                              0.53                                  1.93
## 1780                              0.52                                  1.96
## 1781                              0.51                                  1.86
## 1782                              0.50                                  1.81
## 1783                              0.51                                  1.85
## 1784                              0.49                                  1.83
## 1785                              0.50                                  1.84
## 1786                              0.50                                  1.80
## 1787                              0.51                                  1.80
## 1788                              0.51                                  1.83
## 1789                              0.53                                  1.86
## 1790                              0.54                                  1.87
## 1791                              0.56                                  1.90
## 1792                              0.54                                  1.87
## 1793                              0.60                                  1.96
## 1794                              0.60                                  1.93
## 1795                              0.61                                  1.97
## 1796                              0.63                                  1.97
## 1797                              0.63                                  1.98
## 1798                              0.68                                  1.97
## 1799                              0.70                                  1.97
## 1800                              0.70                                  1.95
## 1801                              0.70                                  1.97
## 1802                              0.71                                  1.98
## 1803                              0.69                                  1.91
## 1804                              0.70                                  1.91
## 1805                              0.70                                  1.93
## 1806                              0.69                                  1.86
## 1807                              0.71                                  2.26
## 1808                              0.72                                  2.34
## 1809                              0.69                                  2.33
## 1810                              0.67                                  2.28
## 1811                              0.65                                  2.23
## 1812                              0.63                                  2.25
## 1813                              0.63                                  2.28
## 1814                              0.61                                  2.27
## 1815                              0.59                                  2.23
## 1816                              0.58                                  2.26
## 1817                              0.58                                  2.28
## 1818                              0.56                                  2.24
## 1819                              0.55                                  2.24
## 1820                              0.53                                  2.20
## 1821                              0.52                                  2.21
## 1822                              0.51                                  2.19
## 1823                              0.50                                  2.21
## 1824                              0.49                                  2.21
## 1825                              0.50                                  2.25
## 1826                              0.49                                  2.23
## 1827                              0.50                                  2.21
## 1828                              0.47                                  2.22
## 1829                              0.49                                  2.26
## 1830                              0.50                                  2.27
## 1831                              0.51                                  2.31
## 1832                              0.53                                  2.33
## 1833                              0.55                                  2.45
## 1834                              0.55                                  2.40
## 1835                              0.58                                  2.47
## 1836                              0.58                                  2.46
## 1837                              0.59                                  2.47
## 1838                              0.61                                  2.52
## 1839                              0.65                                  2.63
## 1840                              0.73                                  2.71
## 1841                              0.79                                  2.80
## 1842                              0.79                                  2.78
## 1843                              0.84                                  2.84
## 1844                              0.85                                  2.94
## 1845                              0.80                                  2.77
## 1846                              0.84                                  2.68
## 1847                              0.82                                  2.60
## 1848                              0.78                                  2.51
## 1849                              0.57                                  1.35
## 1850                              0.56                                  1.36
## 1851                              0.52                                  1.34
## 1852                              0.54                                  1.40
## 1853                              0.52                                  1.37
## 1854                              0.51                                  1.37
## 1855                              0.50                                  1.37
## 1856                              0.49                                  1.36
## 1857                              0.47                                  1.35
## 1858                              0.47                                  1.36
## 1859                              0.47                                  1.41
## 1860                              0.44                                  1.38
## 1861                              0.44                                  1.33
## 1862                              0.41                                  1.27
## 1863                              0.39                                  1.30
## 1864                              0.39                                  1.30
## 1865                              0.39                                  1.30
## 1866                              0.39                                  1.30
## 1867                              0.40                                  1.29
## 1868                              0.38                                  1.25
## 1869                              0.37                                  1.27
## 1870                              0.39                                  1.27
## 1871                              0.37                                  1.23
## 1872                              0.37                                  1.19
## 1873                              0.38                                  1.24
## 1874                              0.39                                  1.28
## 1875                              0.42                                  1.33
## 1876                              0.43                                  1.34
## 1877                              0.46                                  1.39
## 1878                              0.47                                  1.41
## 1879                              0.48                                  1.45
## 1880                              0.49                                  1.49
## 1881                              0.52                                  1.57
## 1882                              0.53                                  1.57
## 1883                              0.52                                  1.55
## 1884                              0.51                                  1.54
## 1885                              0.55                                  1.70
## 1886                              0.59                                  1.75
## 1887                              0.60                                  1.70
## 1888                              0.59                                  1.68
## 1889                              0.59                                  1.66
## 1890                              0.57                                  1.64
## 1891                              0.76                                  3.06
## 1892                              0.74                                  3.09
## 1893                              0.73                                  3.09
## 1894                              0.73                                  3.08
## 1895                              0.72                                  3.06
## 1896                              0.72                                  3.01
## 1897                              0.71                                  2.93
## 1898                              0.71                                  2.85
## 1899                              0.71                                  2.80
## 1900                              0.70                                  2.77
## 1901                              0.71                                  2.79
## 1902                              0.70                                  2.78
## 1903                              0.69                                  2.73
## 1904                              0.68                                  2.69
## 1905                              0.66                                  2.56
## 1906                              0.65                                  2.51
## 1907                              0.63                                  2.48
## 1908                              0.63                                  2.45
## 1909                              0.63                                  2.43
## 1910                              0.62                                  2.42
## 1911                              0.62                                  2.39
## 1912                              0.63                                  2.38
## 1913                              0.64                                  2.42
## 1914                              0.66                                  2.35
## 1915                              0.74                                  2.50
## 1916                              0.74                                  2.52
## 1917                              0.78                                  2.57
## 1918                              0.82                                  2.69
## 1919                              0.85                                  2.80
## 1920                              0.89                                  2.91
## 1921                              0.95                                  3.05
## 1922                              1.00                                  3.18
## 1923                              1.06                                  3.22
## 1924                              1.10                                  3.17
## 1925                              1.16                                  3.15
## 1926                              1.20                                  3.23
## 1927                              1.24                                  3.22
## 1928                              1.34                                  3.32
## 1929                              1.38                                  3.29
## 1930                              1.47                                  3.46
## 1931                              1.56                                  3.52
## 1932                              1.55                                  3.38
## 1933                              0.70                                  2.13
## 1934                              0.67                                  2.13
## 1935                              0.66                                  2.14
## 1936                              0.65                                  2.13
## 1937                              0.63                                  2.11
## 1938                              0.62                                  2.10
## 1939                              0.62                                  2.13
## 1940                              0.61                                  2.12
## 1941                              0.60                                  2.12
## 1942                              0.58                                  2.11
## 1943                              0.58                                  2.12
## 1944                              0.57                                  2.10
## 1945                              0.56                                  2.08
## 1946                              0.54                                  2.05
## 1947                              0.53                                  2.04
## 1948                              0.52                                  2.02
## 1949                              0.51                                  2.00
## 1950                              0.50                                  1.97
## 1951                              0.49                                  1.97
## 1952                              0.48                                  1.97
## 1953                              0.47                                  1.95
## 1954                              0.48                                  1.88
## 1955                              0.49                                  1.91
## 1956                              0.50                                  1.94
## 1957                              0.51                                  1.99
## 1958                              0.54                                  2.05
## 1959                              0.57                                  2.10
## 1960                              0.58                                  2.06
## 1961                              0.62                                  2.18
## 1962                              0.65                                  2.18
## 1963                              0.67                                  2.24
## 1964                              0.70                                  2.35
## 1965                              0.73                                  2.52
## 1966                              0.79                                  2.54
## 1967                              0.80                                  2.55
## 1968                              0.82                                  2.56
## 1969                              0.86                                  2.59
## 1970                              0.89                                  2.39
## 1971                              0.90                                  2.38
## 1972                              0.90                                  2.36
## 1973                              0.89                                  2.30
## 1974                              0.89                                  2.27
## 1975                              0.81                                  2.22
## 1976                              0.79                                  2.23
## 1977                              0.78                                  2.26
## 1978                              0.77                                  2.26
## 1979                              0.76                                  2.26
## 1980                              0.76                                  2.24
## 1981                              0.76                                  2.26
## 1982                              0.75                                  2.25
## 1983                              0.73                                  2.25
## 1984                              0.74                                  2.34
## 1985                              0.75                                  2.37
## 1986                              0.74                                  2.38
## 1987                              0.72                                  2.28
## 1988                              0.68                                  2.34
## 1989                              0.66                                  2.30
## 1990                              0.68                                  2.21
## 1991                              0.66                                  2.17
## 1992                              0.65                                  2.15
## 1993                              0.66                                  2.18
## 1994                              0.63                                  2.14
## 1995                              0.63                                  2.14
## 1996                              0.63                                  2.15
## 1997                              0.63                                  2.12
## 1998                              0.63                                  2.20
## 1999                              0.65                                  2.23
## 2000                              0.69                                  2.27
## 2001                              0.72                                  2.44
## 2002                              0.73                                  2.39
## 2003                              0.76                                  2.49
## 2004                              0.76                                  2.47
## 2005                              0.77                                  2.51
## 2006                              0.79                                  2.59
## 2007                              0.82                                  2.66
## 2008                              0.87                                  2.67
## 2009                              0.91                                  2.70
## 2010                              0.94                                  2.76
## 2011                              0.98                                  2.83
## 2012                              1.04                                  2.96
## 2013                              1.08                                  3.10
## 2014                              1.08                                  2.94
## 2015                              1.07                                  2.91
## 2016                              1.06                                  2.85
## 2017                              0.47                                  1.74
## 2018                              0.46                                  1.74
## 2019                              0.46                                  1.76
## 2020                              0.47                                  1.78
## 2021                              0.47                                  1.78
## 2022                              0.46                                  1.80
## 2023                              0.47                                  1.80
## 2024                              0.46                                  1.78
## 2025                              0.44                                  1.78
## 2026                              0.44                                  1.77
## 2027                              0.43                                  1.79
## 2028                              0.42                                  1.75
## 2029                              0.41                                  1.72
## 2030                              0.40                                  1.73
## 2031                              0.39                                  1.75
## 2032                              0.38                                  1.72
## 2033                              0.38                                  1.74
## 2034                              0.37                                  1.72
## 2035                              0.36                                  1.70
## 2036                              0.37                                  1.69
## 2037                              0.36                                  1.64
## 2038                              0.37                                  1.58
## 2039                              0.37                                  1.58
## 2040                              0.38                                  1.58
## 2041                              0.39                                  1.64
## 2042                              0.40                                  1.67
## 2043                              0.41                                  1.66
## 2044                              0.43                                  1.70
## 2045                              0.42                                  1.72
## 2046                              0.39                                  1.65
## 2047                              0.41                                  1.68
## 2048                              0.41                                  1.68
## 2049                              0.42                                  1.67
## 2050                              0.42                                  1.69
## 2051                              0.45                                  1.70
## 2052                              0.49                                  1.76
## 2053                              0.55                                  1.80
## 2054                              0.65                                  1.85
## 2055                              0.72                                  1.81
## 2056                              0.75                                  1.77
## 2057                              0.76                                  1.78
## 2058                              0.76                                  1.80
## 2059                              1.25                                  2.93
## 2060                              1.26                                  2.99
## 2061                              1.22                                  2.99
## 2062                              1.20                                  2.98
## 2063                              1.18                                  2.98
## 2064                              1.17                                  3.00
## 2065                              1.19                                  3.02
## 2066                              1.16                                  2.99
## 2067                              1.13                                  2.94
## 2068                              1.16                                  2.96
## 2069                              1.13                                  3.01
## 2070                              1.11                                  3.00
## 2071                              1.09                                  2.99
## 2072                              1.07                                  2.95
## 2073                              1.02                                  2.85
## 2074                              1.00                                  2.82
## 2075                              0.98                                  2.82
## 2076                              0.95                                  2.75
## 2077                              0.95                                  2.76
## 2078                              0.92                                  2.72
## 2079                              0.90                                  2.74
## 2080                              0.89                                  2.71
## 2081                              0.88                                  2.65
## 2082                              0.87                                  2.73
## 2083                              0.91                                  2.72
## 2084                              0.89                                  2.71
## 2085                              0.90                                  2.74
## 2086                              0.84                                  2.76
## 2087                              1.03                                  3.07
## 2088                              0.96                                  2.99
## 2089                              0.95                                  3.05
## 2090                              0.98                                  3.14
## 2091                              0.96                                  3.18
## 2092                              1.06                                  3.20
## 2093                              1.03                                  3.21
## 2094                              1.07                                  3.35
## 2095                              1.05                                  3.30
## 2096                              1.21                                  3.48
## 2097                              1.19                                  3.45
## 2098                              1.19                                  3.39
## 2099                              1.20                                  3.31
## 2100                              1.28                                  3.37
## 2101                              1.24                                  2.78
## 2102                              1.19                                  2.68
## 2103                              1.17                                  2.68
## 2104                              1.18                                  2.74
## 2105                              1.16                                  2.73
## 2106                              1.13                                  2.67
## 2107                              1.13                                  2.73
## 2108                              1.10                                  2.66
## 2109                              1.06                                  2.66
## 2110                              1.06                                  2.73
## 2111                              1.09                                  2.87
## 2112                              1.07                                  2.80
## 2113                              1.03                                  2.72
## 2114                              0.96                                  2.41
## 2115                              0.92                                  2.58
## 2116                              0.90                                  2.84
## 2117                              0.88                                  2.57
## 2118                              0.88                                  2.53
## 2119                              0.86                                  2.50
## 2120                              0.84                                  2.47
## 2121                              0.81                                  2.36
## 2122                              0.81                                  2.40
## 2123                              0.81                                  2.33
## 2124                              0.80                                  2.29
## 2125                              0.83                                  2.43
## 2126                              0.86                                  2.45
## 2127                              0.91                                  2.56
## 2128                              0.90                                  2.56
## 2129                              0.93                                  2.63
## 2130                              0.86                                  2.50
## 2131                              0.87                                  2.56
## 2132                              0.90                                  2.66
## 2133                              0.96                                  2.73
## 2134                              1.05                                  2.89
## 2135                              1.06                                  2.89
## 2136                              1.11                                  3.01
## 2137                              1.20                                  3.22
## 2138                              1.27                                  3.43
## 2139                              1.32                                  3.41
## 2140                              1.30                                  3.39
## 2141                              1.35                                  3.38
## 2142                              1.31                                  3.29
## 2143                              0.90                                  2.41
## 2144                              0.88                                  2.42
## 2145                              0.87                                  2.42
## 2146                              0.85                                  2.40
## 2147                              0.84                                  2.40
## 2148                              0.83                                  2.40
## 2149                              0.82                                  2.39
## 2150                              0.80                                  2.36
## 2151                              0.78                                  2.33
## 2152                              0.77                                  2.31
## 2153                              0.76                                  2.31
## 2154                              0.75                                  2.31
## 2155                              0.73                                  2.25
## 2156                              0.72                                  2.22
## 2157                              0.70                                  2.20
## 2158                              0.68                                  2.17
## 2159                              0.66                                  2.16
## 2160                              0.64                                  2.13
## 2161                              0.66                                  2.12
## 2162                              0.63                                  2.08
## 2163                              0.61                                  2.05
## 2164                              0.63                                  2.06
## 2165                              0.64                                  2.06
## 2166                              0.64                                  2.11
## 2167                              0.67                                  2.12
## 2168                              0.68                                  2.15
## 2169                              0.72                                  2.21
## 2170                              0.73                                  2.26
## 2171                              0.80                                  2.41
## 2172                              0.84                                  2.44
## 2173                              0.86                                  2.51
## 2174                              0.91                                  2.59
## 2175                              0.93                                  2.62
## 2176                              0.98                                  2.66
## 2177                              1.01                                  2.70
## 2178                              1.03                                  2.76
## 2179                              1.06                                  2.80
## 2180                              1.07                                  2.80
## 2181                              1.09                                  2.83
## 2182                              1.09                                  2.76
## 2183                              1.10                                  2.73
## 2184                              1.10                                  2.69
## 2185                              0.91                                  2.37
## 2186                              0.90                                  2.38
## 2187                              0.87                                  2.37
## 2188                              0.86                                  2.36
## 2189                              0.84                                  2.35
## 2190                              0.83                                  2.34
## 2191                              0.82                                  2.35
## 2192                              0.79                                  2.31
## 2193                              0.77                                  2.30
## 2194                              0.76                                  2.32
## 2195                              0.76                                  2.33
## 2196                              0.74                                  2.32
## 2197                              0.72                                  2.27
## 2198                              0.71                                  2.25
## 2199                              0.68                                  2.22
## 2200                              0.68                                  2.23
## 2201                              0.64                                  2.19
## 2202                              0.65                                  2.17
## 2203                              0.63                                  2.16
## 2204                              0.63                                  2.15
## 2205                              0.63                                  2.14
## 2206                              0.62                                  2.11
## 2207                              0.62                                  2.12
## 2208                              0.62                                  2.12
## 2209                              0.63                                  2.14
## 2210                              0.67                                  2.18
## 2211                              0.68                                  2.21
## 2212                              0.67                                  2.25
## 2213                              0.74                                  2.37
## 2214                              0.72                                  2.35
## 2215                              0.75                                  2.41
## 2216                              0.77                                  2.45
## 2217                              0.78                                  2.46
## 2218                              0.84                                  2.49
## 2219                              0.84                                  2.52
## 2220                              0.87                                  2.54
## 2221                              0.88                                  2.57
## 2222                              0.93                                  2.61
## 2223                              0.96                                  2.63
## 2224                              0.95                                  2.58
## 2225                              0.95                                  2.52
## 2226                              0.96                                  2.49
## 2227                              0.81                                  2.23
## 2228                              0.80                                  2.26
## 2229                              0.79                                  2.27
## 2230                              0.77                                  2.24
## 2231                              0.75                                  2.22
## 2232                              0.74                                  2.24
## 2233                              0.73                                  2.25
## 2234                              0.71                                  2.21
## 2235                              0.70                                  2.19
## 2236                              0.69                                  2.21
## 2237                              0.68                                  2.23
## 2238                              0.68                                  2.24
## 2239                              0.67                                  2.23
## 2240                              0.65                                  2.20
## 2241                              0.64                                  2.19
## 2242                              0.64                                  2.18
## 2243                              0.62                                  2.16
## 2244                              0.60                                  2.14
## 2245                              0.61                                  2.17
## 2246                              0.60                                  2.15
## 2247                              0.60                                  2.13
## 2248                              0.60                                  2.13
## 2249                              0.61                                  2.15
## 2250                              0.61                                  2.12
## 2251                              0.64                                  2.16
## 2252                              0.66                                  2.20
## 2253                              0.69                                  2.26
## 2254                              0.69                                  2.23
## 2255                              0.74                                  2.36
## 2256                              0.74                                  2.33
## 2257                              0.74                                  2.35
## 2258                              0.77                                  2.39
## 2259                              0.79                                  2.43
## 2260                              0.86                                  2.47
## 2261                              0.90                                  2.51
## 2262                              0.91                                  2.52
## 2263                              0.94                                  2.54
## 2264                              0.98                                  2.58
## 2265                              0.97                                  2.50
## 2266                              0.99                                  2.46
## 2267                              1.00                                  2.44
## 2268                              0.98                                  2.37
## 2269                              0.91                                  2.50
## 2270                              0.85                                  2.41
## 2271                              0.84                                  2.43
## 2272                              0.82                                  2.38
## 2273                              0.80                                  2.42
## 2274                              0.81                                  2.41
## 2275                              0.81                                  2.43
## 2276                              0.78                                  2.36
## 2277                              0.76                                  2.31
## 2278                              0.76                                  2.38
## 2279                              0.76                                  2.42
## 2280                              0.76                                  2.42
## 2281                              0.76                                  2.40
## 2282                              0.73                                  2.36
## 2283                              0.71                                  2.35
## 2284                              0.69                                  2.32
## 2285                              0.68                                  2.30
## 2286                              0.68                                  2.30
## 2287                              0.68                                  2.32
## 2288                              0.65                                  2.29
## 2289                              0.64                                  2.26
## 2290                              0.65                                  2.30
## 2291                              0.67                                  2.32
## 2292                              0.66                                  2.29
## 2293                              0.70                                  2.31
## 2294                              0.72                                  2.39
## 2295                              0.76                                  2.54
## 2296                              0.76                                  2.50
## 2297                              0.84                                  2.71
## 2298                              0.84                                  2.69
## 2299                              0.86                                  2.79
## 2300                              0.89                                  2.89
## 2301                              0.92                                  2.96
## 2302                              0.99                                  3.01
## 2303                              1.03                                  3.04
## 2304                              1.07                                  3.10
## 2305                              1.10                                  3.13
## 2306                              1.16                                  3.24
## 2307                              1.19                                  3.24
## 2308                              1.20                                  3.22
## 2309                              1.23                                  3.18
## 2310                              1.20                                  3.08
## 2311                              0.87                                  2.35
## 2312                              0.85                                  2.35
## 2313                              0.83                                  2.35
## 2314                              0.81                                  2.33
## 2315                              0.80                                  2.32
## 2316                              0.79                                  2.33
## 2317                              0.78                                  2.34
## 2318                              0.76                                  2.29
## 2319                              0.74                                  2.26
## 2320                              0.73                                  2.29
## 2321                              0.73                                  2.31
## 2322                              0.72                                  2.31
## 2323                              0.71                                  2.28
## 2324                              0.70                                  2.25
## 2325                              0.68                                  2.24
## 2326                              0.67                                  2.22
## 2327                              0.64                                  2.20
## 2328                              0.64                                  2.18
## 2329                              0.64                                  2.19
## 2330                              0.63                                  2.17
## 2331                              0.62                                  2.15
## 2332                              0.62                                  2.15
## 2333                              0.63                                  2.16
## 2334                              0.63                                  2.15
## 2335                              0.65                                  2.18
## 2336                              0.68                                  2.23
## 2337                              0.71                                  2.30
## 2338                              0.71                                  2.30
## 2339                              0.77                                  2.45
## 2340                              0.78                                  2.43
## 2341                              0.79                                  2.49
## 2342                              0.83                                  2.55
## 2343                              0.84                                  2.58
## 2344                              0.91                                  2.62
## 2345                              0.94                                  2.65
## 2346                              0.96                                  2.69
## 2347                              0.98                                  2.72
## 2348                              1.02                                  2.76
## 2349                              1.04                                  2.75
## 2350                              1.04                                  2.70
## 2351                              1.05                                  2.66
## 2352                              1.04                                  2.60
## 2353                                NA                                    NA
## 2354                                NA                                    NA
## 2355                                NA                                    NA
## 2356                                NA                                    NA
## 2357                                NA                                    NA
## 2358                                NA                                    NA
## 2359                                NA                                    NA
## 2360                                NA                                    NA
## 2361                                NA                                    NA
## 2362                                NA                                    NA
## 2363                                NA                                    NA
## 2364                                NA                                    NA
## 2365                                NA                                    NA
## 2366                                NA                                    NA
## 2367                                NA                                    NA
## 2368                                NA                                    NA
## 2369                                NA                                    NA
## 2370                                NA                                    NA
## 2371                                NA                                    NA
## 2372                                NA                                    NA
## 2373                                NA                                    NA
## 2374                                NA                                    NA
## 2375                                NA                                    NA
## 2376                                NA                                    NA
## 2377                                NA                                    NA
## 2378                                NA                                    NA
## 2379                                NA                                    NA
## 2380                                NA                                    NA
## 2381                                NA                                    NA
## 2382                                NA                                    NA
## 2383                                NA                                    NA
## 2384                                NA                                    NA
## 2385                                NA                                    NA
## 2386                                NA                                    NA
##      number_of_beers number_of_glasses_wine number_of_shots_liquor
## 1           246.5185               51.59690              143.26034
## 2           253.6296               51.59690              139.10787
## 3           258.3704               51.59690              134.95539
## 4           263.1111               51.59690              132.87916
## 5           267.8519               49.61240              128.72668
## 6           270.2222               49.61240              124.57421
## 7           274.9630               47.62791              124.57421
## 8           274.9630               47.62791              122.49797
## 9           277.3333               45.64341              120.42174
## 10          282.0741               43.65891              118.34550
## 11          289.1852               43.65891              118.34550
## 12          291.5556               43.65891              114.19303
## 13          286.8148               41.67442              112.11679
## 14          279.7037               39.68992              110.04055
## 15          282.0741               39.68992              107.96431
## 16          282.0741               37.70543              107.96431
## 17          279.7037               41.67442              112.11679
## 18          274.9630               33.73643              110.04055
## 19          282.0741               35.72093              105.88808
## 20          279.7037               33.73643              105.88808
## 21          274.9630               33.73643              105.88808
## 22          270.2222               31.75194              107.96431
## 23          277.3333               35.72093              110.04055
## 24          270.2222               31.75194              110.04055
## 25          274.9630               33.73643              112.11679
## 26          270.2222               33.73643              116.26926
## 27          241.7778               37.70543              122.49797
## 28          237.0370               33.73643              122.49797
## 29          265.4815               35.72093              126.65045
## 30          265.4815               33.73643              126.65045
## 31          265.4815               37.70543              128.72668
## 32          263.1111               35.72093              128.72668
## 33          260.7407               35.72093              134.95539
## 34          253.6296               33.73643              139.10787
## 35          244.1481               37.70543              143.26034
## 36          239.4074               33.73643              149.48905
## 37          237.0370               35.72093              149.48905
## 38          237.0370               37.70543              151.56529
## 39          225.1852               31.75194              153.64152
## 40          227.5556               23.81395              170.25142
## 41          225.1852               23.81395              176.48013
## 42          229.9259               23.81395              170.25142
## 43          251.2593              105.17829              259.52960
## 44          251.2593              105.17829              253.30089
## 45          272.5926              111.13178              255.37713
## 46          263.1111              105.17829              249.14842
## 47          263.1111              103.19380              242.91971
## 48          253.6296              103.19380              242.91971
## 49          277.3333              105.17829              234.61476
## 50          272.5926              107.16279              242.91971
## 51          291.5556              109.14729              259.52960
## 52          312.8889              107.16279              240.84347
## 53          284.4444               97.24031              226.30981
## 54          267.8519               87.31783              199.31873
## 55          296.2963               93.27132              213.85239
## 56          291.5556               85.33333              203.47121
## 57          310.5185               87.31783              197.24250
## 58          301.0370               73.42636              164.02271
## 59          320.0000               89.30233              247.07218
## 60          312.8889               75.41085              199.31873
## 61          324.7407               73.42636              195.16626
## 62          331.8519               75.41085              197.24250
## 63          329.4815               73.42636              197.24250
## 64          310.5185               71.44186              182.70884
## 65          310.5185               75.41085              195.16626
## 66          343.7037               77.39535              211.77616
## 67          362.6667               79.37984              228.38605
## 68          310.5185               63.50388              191.01379
## 69          362.6667               81.36434              224.23358
## 70          365.0370               85.33333              236.69100
## 71          384.0000               91.28682              259.52960
## 72          360.2963               87.31783              247.07218
## 73          365.0370               93.27132              247.07218
## 74          379.2593              103.19380              261.60584
## 75          391.1111              109.14729              259.52960
## 76          386.3704              111.13178              307.28305
## 77          395.8519              111.13178              311.43552
## 78          405.3333              117.08527              342.57908
## 79          400.5926              107.16279              348.80779
## 80          398.2222              111.13178              371.64639
## 81          365.0370               99.22481              348.80779
## 82          350.8148               91.28682              338.42660
## 83          329.4815               89.30233              346.73155
## 84          282.0741               83.34884              350.88402
## 85          256.0000               77.39535              164.02271
## 86          263.1111               77.39535              164.02271
## 87          270.2222               79.37984              164.02271
## 88          274.9630               79.37984              161.94647
## 89          279.7037               79.37984              164.02271
## 90          265.4815               83.34884              168.17518
## 91          270.2222               89.30233              174.40389
## 92          272.5926               87.31783              166.09895
## 93          291.5556               81.36434              157.79400
## 94          289.1852               77.39535              159.87024
## 95          308.1481               81.36434              159.87024
## 96          329.4815               67.47287              161.94647
## 97          317.6296               75.41085              164.02271
## 98          320.0000               79.37984              157.79400
## 99          331.8519               67.47287              147.41281
## 100         334.2222               73.42636              147.41281
## 101         346.0741               65.48837              143.26034
## 102         348.4444               65.48837              145.33658
## 103         350.8148               61.51938              147.41281
## 104         348.4444               67.47287              143.26034
## 105         341.3333               65.48837              141.18410
## 106         343.7037               61.51938              141.18410
## 107         360.2963               65.48837              151.56529
## 108         348.4444               57.55039              141.18410
## 109         360.2963               57.55039              145.33658
## 110         374.5185               53.58140              157.79400
## 111         374.5185               61.51938              166.09895
## 112         374.5185               69.45736              161.94647
## 113         376.8889               73.42636              166.09895
## 114         386.3704               69.45736              172.32766
## 115         379.2593               81.36434              178.55637
## 116         388.7407               89.30233              174.40389
## 117         412.4444               89.30233              186.86131
## 118         393.4815               89.30233              205.54745
## 119         367.4074               87.31783              218.00487
## 120         379.2593               85.33333              205.54745
## 121         405.3333               77.39535              203.47121
## 122         417.1852               83.34884              207.62368
## 123         398.2222               71.44186              201.39497
## 124         405.3333               71.44186              222.15734
## 125         393.4815               69.45736              213.85239
## 126         379.2593               63.50388              205.54745
## 127         213.3333               45.64341              132.87916
## 128         218.0741               45.64341              139.10787
## 129         220.4444               43.65891              134.95539
## 130         229.9259               43.65891              134.95539
## 131         227.5556               41.67442              128.72668
## 132         237.0370               39.68992              124.57421
## 133         237.0370               39.68992              124.57421
## 134         229.9259               35.72093              116.26926
## 135         246.5185               33.73643              122.49797
## 136         251.2593               33.73643              122.49797
## 137         258.3704               33.73643              122.49797
## 138         248.8889               33.73643              122.49797
## 139         248.8889               31.75194              122.49797
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## 568         298.6667               69.45736              134.95539
## 569         301.0370               69.45736              141.18410
## 570         308.1481               65.48837              137.03163
## 571         312.8889               67.47287              143.26034
## 572         312.8889               67.47287              149.48905
## 573         317.6296               69.45736              153.64152
## 574         327.1111               67.47287              157.79400
## 575         338.9630               71.44186              170.25142
## 576         336.5926               71.44186              176.48013
## 577         343.7037               75.41085              180.63260
## 578         338.9630               77.39535              182.70884
## 579         336.5926               77.39535              188.93755
## 580         329.4815               75.41085              205.54745
## 581         334.2222               73.42636              211.77616
## 582         338.9630               69.45736              213.85239
## 583         336.5926               69.45736              222.15734
## 584         341.3333               69.45736              232.53852
## 585         336.5926               65.48837              255.37713
## 586         336.5926               63.50388              238.76723
## 587         320.0000               61.51938              242.91971
## 588         312.8889               59.53488              249.14842
## 589         227.5556               57.55039              186.86131
## 590         229.9259               57.55039              176.48013
## 591         232.2963               57.55039              184.78508
## 592         232.2963               55.56589              182.70884
## 593         232.2963               53.58140              166.09895
## 594         237.0370               55.56589              168.17518
## 595         241.7778               55.56589              164.02271
## 596         241.7778               53.58140              151.56529
## 597         244.1481               51.59690              153.64152
## 598         256.0000               49.61240              149.48905
## 599         260.7407               47.62791              151.56529
## 600         267.8519               47.62791              149.48905
## 601         258.3704               49.61240              137.03163
## 602         263.1111               43.65891              141.18410
## 603         270.2222               43.65891              134.95539
## 604         263.1111               41.67442              132.87916
## 605         267.8519               39.68992              124.57421
## 606         272.5926               37.70543              128.72668
## 607         274.9630               39.68992              126.65045
## 608         274.9630               37.70543              122.49797
## 609         270.2222               37.70543              120.42174
## 610         258.3704               35.72093              122.49797
## 611         258.3704               39.68992              118.34550
## 612         270.2222               39.68992              120.42174
## 613         272.5926               39.68992              122.49797
## 614         272.5926               37.70543              132.87916
## 615         274.9630               39.68992              120.42174
## 616         289.1852               37.70543              124.57421
## 617         298.6667               39.68992              130.80292
## 618         291.5556               39.68992              132.87916
## 619         296.2963               41.67442              139.10787
## 620         298.6667               45.64341              139.10787
## 621         298.6667               45.64341              139.10787
## 622         298.6667               43.65891              151.56529
## 623         301.0370               41.67442              151.56529
## 624         303.4074               37.70543              151.56529
## 625         305.7778               37.70543              157.79400
## 626         305.7778               35.72093              161.94647
## 627         298.6667               33.73643              159.87024
## 628         286.8148               29.76744              161.94647
## 629         279.7037               29.76744              161.94647
## 630         267.8519               27.78295              159.87024
## 631         293.9259               45.64341              191.01379
## 632         301.0370               47.62791              184.78508
## 633         308.1481               45.64341              180.63260
## 634         310.5185               43.65891              172.32766
## 635         317.6296               41.67442              168.17518
## 636         315.2593               43.65891              164.02271
## 637         322.3704               45.64341              168.17518
## 638         327.1111               41.67442              161.94647
## 639         329.4815               35.72093              151.56529
## 640         336.5926               35.72093              149.48905
## 641         338.9630               33.73643              145.33658
## 642         334.2222               33.73643              139.10787
## 643         329.4815               31.75194              134.95539
## 644         331.8519               31.75194              126.65045
## 645         329.4815               31.75194              118.34550
## 646         327.1111               29.76744              112.11679
## 647         327.1111               27.78295              105.88808
## 648         322.3704               25.79845              103.81184
## 649         320.0000               25.79845              103.81184
## 650         317.6296               25.79845               99.65937
## 651         310.5185               23.81395               95.50689
## 652         303.4074               23.81395               93.43066
## 653         303.4074               23.81395               93.43066
## 654         298.6667               21.82946               91.35442
## 655         308.1481               19.84496               91.35442
## 656         303.4074               21.82946               99.65937
## 657         310.5185               25.79845               95.50689
## 658         312.8889               31.75194              107.96431
## 659         317.6296               35.72093              112.11679
## 660         308.1481               37.70543              107.96431
## 661         312.8889               39.68992              110.04055
## 662         317.6296               43.65891              122.49797
## 663         320.0000               39.68992              112.11679
## 664         315.2593               27.78295              120.42174
## 665         329.4815               23.81395              128.72668
## 666         331.8519               25.79845              134.95539
## 667         331.8519               25.79845              134.95539
## 668         341.3333               25.79845              143.26034
## 669         334.2222               25.79845              147.41281
## 670         331.8519               21.82946              147.41281
## 671         327.1111               21.82946              153.64152
## 672         315.2593               19.84496              153.64152
## 673         234.6667               27.78295              164.02271
## 674         244.1481               27.78295              166.09895
## 675         241.7778               27.78295              155.71776
## 676         244.1481               27.78295              153.64152
## 677         246.5185               27.78295              155.71776
## 678         234.6667               27.78295              157.79400
## 679         258.3704               27.78295              149.48905
## 680         253.6296               27.78295              143.26034
## 681         267.8519               27.78295              141.18410
## 682         279.7037               27.78295              139.10787
## 683         289.1852               27.78295              134.95539
## 684         277.3333               29.76744              132.87916
## 685         270.2222               35.72093              126.65045
## 686         270.2222               35.72093              118.34550
## 687         270.2222               31.75194              116.26926
## 688         274.9630               33.73643              116.26926
## 689         282.0741               29.76744              112.11679
## 690         265.4815               29.76744              110.04055
## 691         267.8519               29.76744              110.04055
## 692         265.4815               29.76744              112.11679
## 693         256.0000               25.79845              112.11679
## 694         256.0000               23.81395               99.65937
## 695         246.5185               23.81395              101.73560
## 696         246.5185               23.81395              103.81184
## 697         265.4815               25.79845               99.65937
## 698         258.3704               27.78295              107.96431
## 699         258.3704               27.78295              114.19303
## 700         272.5926               27.78295              118.34550
## 701         267.8519               25.79845              110.04055
## 702         267.8519               25.79845              114.19303
## 703         267.8519               43.65891              118.34550
## 704         270.2222               33.73643              118.34550
## 705         270.2222               33.73643              124.57421
## 706         279.7037               29.76744              132.87916
## 707         282.0741               27.78295              130.80292
## 708         284.4444               25.79845              132.87916
## 709         289.1852               25.79845              139.10787
## 710         291.5556               23.81395              145.33658
## 711         289.1852               21.82946              126.65045
## 712         282.0741               23.81395              153.64152
## 713         272.5926               23.81395              134.95539
## 714         270.2222               19.84496              134.95539
## 715         220.4444               43.65891              168.17518
## 716         222.8148               41.67442              170.25142
## 717         227.5556               43.65891              164.02271
## 718         234.6667               43.65891              157.79400
## 719         222.8148               41.67442              149.48905
## 720         225.1852               39.68992              145.33658
## 721         229.9259               39.68992              145.33658
## 722         222.8148               37.70543              137.03163
## 723         237.0370               35.72093              137.03163
## 724         241.7778               35.72093              134.95539
## 725         244.1481               33.73643              134.95539
## 726         246.5185               33.73643              130.80292
## 727         246.5185               33.73643              128.72668
## 728         246.5185               27.78295              126.65045
## 729         253.6296               33.73643              118.34550
## 730         244.1481               29.76744              118.34550
## 731         256.0000               27.78295              112.11679
## 732         246.5185               23.81395               95.50689
## 733         253.6296               27.78295              110.04055
## 734         253.6296               25.79845              112.11679
## 735         256.0000               25.79845              110.04055
## 736         253.6296               25.79845              110.04055
## 737         258.3704               25.79845              112.11679
## 738         251.2593               21.82946              112.11679
## 739         256.0000               21.82946              114.19303
## 740         256.0000               19.84496              114.19303
## 741         246.5185               21.82946              116.26926
## 742         263.1111               21.82946              116.26926
## 743         265.4815               21.82946              124.57421
## 744         258.3704               23.81395              118.34550
## 745         260.7407               23.81395              124.57421
## 746         246.5185               27.78295              124.57421
## 747         260.7407               27.78295              130.80292
## 748         256.0000               27.78295              137.03163
## 749         251.2593               25.79845              141.18410
## 750         267.8519               23.81395              145.33658
## 751         270.2222               23.81395              149.48905
## 752         267.8519               19.84496              155.71776
## 753         256.0000               19.84496              151.56529
## 754         253.6296               17.86047              155.71776
## 755         246.5185               17.86047              155.71776
## 756         274.9630               17.86047              151.56529
## 757         291.5556               67.47287              205.54745
## 758         293.9259               67.47287              207.62368
## 759         296.2963               67.47287              207.62368
## 760         301.0370               65.48837              203.47121
## 761         308.1481               65.48837              199.31873
## 762         317.6296               63.50388              193.09002
## 763         327.1111               63.50388              186.86131
## 764         329.4815               59.53488              182.70884
## 765         336.5926               55.56589              174.40389
## 766         355.5556               55.56589              176.48013
## 767         367.4074               51.59690              172.32766
## 768         372.1481               53.58140              168.17518
## 769         376.8889               49.61240              161.94647
## 770         348.4444               47.62791              147.41281
## 771         327.1111               51.59690              151.56529
## 772         334.2222               49.61240              149.48905
## 773         312.8889               47.62791              145.33658
## 774         353.1852               45.64341              143.26034
## 775         357.9259               43.65891              145.33658
## 776         360.2963               47.62791              143.26034
## 777         350.8148               45.64341              145.33658
## 778         357.9259               45.64341              147.41281
## 779         360.2963               43.65891              149.48905
## 780         357.9259               41.67442              151.56529
## 781         343.7037               41.67442              151.56529
## 782         362.6667               41.67442              149.48905
## 783         367.4074               43.65891              153.64152
## 784         360.2963               41.67442              151.56529
## 785         362.6667               45.64341              161.94647
## 786         348.4444               47.62791              153.64152
## 787         353.1852               47.62791              147.41281
## 788         331.8519               49.61240              159.87024
## 789         336.5926               51.59690              164.02271
## 790         324.7407               55.56589              180.63260
## 791         336.5926               57.55039              197.24250
## 792         341.3333               61.51938              213.85239
## 793         353.1852               59.53488              207.62368
## 794         353.1852               55.56589              211.77616
## 795         331.8519               53.58140              213.85239
## 796         312.8889               49.61240              215.92863
## 797         312.8889               49.61240              215.92863
## 798         301.0370               49.61240              207.62368
## 799         317.6296               87.31783              222.15734
## 800         320.0000               87.31783              220.08110
## 801         322.3704               87.31783              209.69992
## 802         324.7407               87.31783              201.39497
## 803         322.3704               83.34884              193.09002
## 804         322.3704               83.34884              188.93755
## 805         317.6296               83.34884              184.78508
## 806         310.5185               83.34884              180.63260
## 807         308.1481               83.34884              174.40389
## 808         310.5185               83.34884              170.25142
## 809         315.2593               83.34884              168.17518
## 810         320.0000               83.34884              166.09895
## 811         317.6296               83.34884              161.94647
## 812         317.6296               81.36434              159.87024
## 813         298.6667               81.36434              157.79400
## 814         296.2963               79.37984              153.64152
## 815         291.5556               79.37984              145.33658
## 816         286.8148               73.42636              145.33658
## 817         277.3333               75.41085              141.18410
## 818         274.9630               71.44186              143.26034
## 819         270.2222               65.48837              143.26034
## 820         274.9630               63.50388              141.18410
## 821         286.8148               63.50388              143.26034
## 822         270.2222               55.56589              145.33658
## 823         267.8519               53.58140              159.87024
## 824         272.5926               57.55039              164.02271
## 825         274.9630               57.55039              161.94647
## 826         279.7037               59.53488              159.87024
## 827         286.8148               61.51938              170.25142
## 828         298.6667               67.47287              178.55637
## 829         305.7778               71.44186              188.93755
## 830         301.0370               75.41085              188.93755
## 831         305.7778               71.44186              191.01379
## 832         305.7778               65.48837              195.16626
## 833         296.2963               61.51938              211.77616
## 834         312.8889               57.55039              213.85239
## 835         308.1481               59.53488              211.77616
## 836         293.9259               55.56589              218.00487
## 837         312.8889               55.56589              220.08110
## 838         301.0370               53.58140              218.00487
## 839         303.4074               51.59690              213.85239
## 840         320.0000               45.64341              211.77616
## 841         184.8889               77.39535              188.93755
## 842         194.3704               79.37984              191.01379
## 843         196.7407               79.37984              191.01379
## 844         201.4815               77.39535              186.86131
## 845         203.8519               77.39535              186.86131
## 846         210.9630               77.39535              186.86131
## 847         215.7037               77.39535              186.86131
## 848         218.0741               77.39535              184.78508
## 849         222.8148               75.41085              184.78508
## 850         227.5556               71.44186              178.55637
## 851         234.6667               71.44186              174.40389
## 852         239.4074               71.44186              174.40389
## 853         239.4074               67.47287              172.32766
## 854         241.7778               67.47287              168.17518
## 855         244.1481               65.48837              164.02271
## 856         244.1481               63.50388              159.87024
## 857         251.2593               61.51938              157.79400
## 858         251.2593               59.53488              155.71776
## 859         246.5185               59.53488              155.71776
## 860         246.5185               59.53488              153.64152
## 861         248.8889               59.53488              151.56529
## 862         256.0000               57.55039              151.56529
## 863         248.8889               57.55039              153.64152
## 864         253.6296               55.56589              153.64152
## 865         258.3704               55.56589              161.94647
## 866         260.7407               55.56589              166.09895
## 867         263.1111               57.55039              178.55637
## 868         272.5926               59.53488              184.78508
## 869         289.1852               65.48837              199.31873
## 870         284.4444               67.47287              201.39497
## 871         293.9259               71.44186              207.62368
## 872         303.4074               75.41085              220.08110
## 873         303.4074               75.41085              222.15734
## 874         308.1481               71.44186              236.69100
## 875         310.5185               71.44186              242.91971
## 876         317.6296               69.45736              249.14842
## 877         301.0370               63.50388              240.84347
## 878         329.4815               67.47287              276.13950
## 879         334.2222               65.48837              280.29197
## 880         338.9630               61.51938              288.59692
## 881         331.8519               61.51938              286.52068
## 882         322.3704               59.53488              286.52068
## 883         215.7037              125.02326              207.62368
## 884         225.1852              130.97674              201.39497
## 885         225.1852              128.99225              201.39497
## 886         227.5556              128.99225              188.93755
## 887         232.2963              130.97674              188.93755
## 888         237.0370              130.97674              184.78508
## 889         244.1481              128.99225              182.70884
## 890         241.7778              127.00775              182.70884
## 891         246.5185              123.03876              174.40389
## 892         244.1481              123.03876              176.48013
## 893         256.0000              123.03876              174.40389
## 894         263.1111              123.03876              180.63260
## 895         260.7407              121.05426              176.48013
## 896         253.6296              117.08527              176.48013
## 897         260.7407              115.10078              174.40389
## 898         260.7407              111.13178              170.25142
## 899         267.8519              107.16279              166.09895
## 900         267.8519              103.19380              164.02271
## 901         274.9630              101.20930              180.63260
## 902         258.3704              101.20930              164.02271
## 903         270.2222               99.22481              155.71776
## 904         267.8519               97.24031              157.79400
## 905         263.1111               95.25581              159.87024
## 906         267.8519               87.31783              161.94647
## 907         270.2222               87.31783              166.09895
## 908         270.2222               87.31783              166.09895
## 909         265.4815               87.31783              170.25142
## 910         282.0741               85.33333              180.63260
## 911         289.1852               89.30233              201.39497
## 912         293.9259               91.28682              207.62368
## 913         301.0370               97.24031              218.00487
## 914         301.0370               99.22481              230.46229
## 915         305.7778              103.19380              230.46229
## 916         303.4074               99.22481              247.07218
## 917         305.7778               99.22481              255.37713
## 918         322.3704               97.24031              249.14842
## 919         320.0000               99.22481              253.30089
## 920         341.3333               97.24031              257.45337
## 921         346.0741               89.30233              261.60584
## 922         331.8519               85.33333              257.45337
## 923         327.1111               81.36434              261.60584
## 924         320.0000               73.42636              259.52960
## 925         237.0370               79.37984              199.31873
## 926         239.4074               79.37984              193.09002
## 927         244.1481               77.39535              188.93755
## 928         234.6667               71.44186              184.78508
## 929         248.8889               77.39535              182.70884
## 930         239.4074               73.42636              176.48013
## 931         256.0000               69.45736              174.40389
## 932         253.6296               69.45736              172.32766
## 933         258.3704               65.48837              168.17518
## 934         263.1111               63.50388              166.09895
## 935         267.8519               59.53488              164.02271
## 936         267.8519               59.53488              159.87024
## 937         267.8519               57.55039              157.79400
## 938         272.5926               55.56589              153.64152
## 939         274.9630               53.58140              149.48905
## 940         277.3333               55.56589              149.48905
## 941         282.0741               49.61240              143.26034
## 942         279.7037               45.64341              141.18410
## 943         284.4444               47.62791              141.18410
## 944         284.4444               47.62791              139.10787
## 945         284.4444               43.65891              141.18410
## 946         282.0741               43.65891              137.03163
## 947         289.1852               43.65891              137.03163
## 948         284.4444               37.70543              139.10787
## 949         291.5556               39.68992              139.10787
## 950         298.6667               39.68992              149.48905
## 951         298.6667               43.65891              153.64152
## 952         308.1481               43.65891              153.64152
## 953         315.2593               55.56589              166.09895
## 954         305.7778               59.53488              166.09895
## 955         312.8889               63.50388              174.40389
## 956         312.8889               65.48837              176.48013
## 957         315.2593               65.48837              186.86131
## 958         310.5185               63.50388              199.31873
## 959         315.2593               61.51938              203.47121
## 960         322.3704               55.56589              203.47121
## 961         320.0000               77.39535              205.54745
## 962         317.6296               57.55039              207.62368
## 963         317.6296               55.56589              211.77616
## 964         322.3704               49.61240              213.85239
## 965         338.9630               49.61240              218.00487
## 966         343.7037               47.62791              211.77616
## 967         270.2222               87.31783              251.22466
## 968         272.5926               87.31783              247.07218
## 969         272.5926               87.31783              242.91971
## 970         274.9630               85.33333              236.69100
## 971         270.2222               87.31783              255.37713
## 972         270.2222               85.33333              240.84347
## 973         279.7037               83.34884              230.46229
## 974         267.8519               67.47287              207.62368
## 975         270.2222               65.48837              201.39497
## 976         282.0741               73.42636              215.92863
## 977         286.8148               71.44186              213.85239
## 978         291.5556               71.44186              209.69992
## 979         272.5926               63.50388              193.09002
## 980         279.7037               65.48837              201.39497
## 981         293.9259               61.51938              195.16626
## 982         289.1852               57.55039              188.93755
## 983         298.6667               55.56589              182.70884
## 984         296.2963               51.59690              182.70884
## 985         293.9259               51.59690              180.63260
## 986         291.5556               53.58140              178.55637
## 987         274.9630               53.58140              174.40389
## 988         284.4444               53.58140              176.48013
## 989         291.5556               51.59690              172.32766
## 990         305.7778               51.59690              172.32766
## 991         301.0370               49.61240              172.32766
## 992         293.9259               47.62791              174.40389
## 993         296.2963               49.61240              176.48013
## 994         308.1481               47.62791              168.17518
## 995         312.8889               53.58140              199.31873
## 996         305.7778               53.58140              184.78508
## 997         310.5185               59.53488              186.86131
## 998         312.8889               63.50388              195.16626
## 999         310.5185               67.47287              193.09002
## 1000        310.5185               61.51938              220.08110
## 1001        317.6296               55.56589              222.15734
## 1002        327.1111               53.58140              228.38605
## 1003        324.7407               53.58140              230.46229
## 1004        329.4815               53.58140              244.99594
## 1005        329.4815               51.59690              249.14842
## 1006        322.3704               47.62791              242.91971
## 1007        312.8889               45.64341              240.84347
## 1008        310.5185               41.67442              240.84347
## 1009        286.8148               35.72093              161.94647
## 1010        296.2963               35.72093              159.87024
## 1011        303.4074               33.73643              159.87024
## 1012        310.5185               33.73643              159.87024
## 1013        315.2593               31.75194              155.71776
## 1014        320.0000               31.75194              151.56529
## 1015        324.7407               31.75194              147.41281
## 1016        322.3704               31.75194              147.41281
## 1017        324.7407               29.76744              145.33658
## 1018        334.2222               29.76744              145.33658
## 1019        341.3333               29.76744              145.33658
## 1020        343.7037               27.78295              141.18410
## 1021        338.9630               25.79845              139.10787
## 1022        331.8519               25.79845              134.95539
## 1023        327.1111               25.79845              130.80292
## 1024        327.1111               23.81395              130.80292
## 1025        334.2222               23.81395              126.65045
## 1026        331.8519               21.82946              124.57421
## 1027        338.9630               21.82946              126.65045
## 1028        336.5926               21.82946              126.65045
## 1029        331.8519               17.86047              122.49797
## 1030        329.4815               17.86047              126.65045
## 1031        336.5926               19.84496              128.72668
## 1032        324.7407               19.84496              126.65045
## 1033        303.4074               15.87597              130.80292
## 1034        324.7407               19.84496              130.80292
## 1035        320.0000               17.86047              130.80292
## 1036        312.8889               17.86047              132.87916
## 1037        317.6296               17.86047              134.95539
## 1038        303.4074               17.86047              137.03163
## 1039        308.1481               17.86047              139.10787
## 1040        303.4074               17.86047              137.03163
## 1041        303.4074               19.84496              143.26034
## 1042        289.1852               19.84496              153.64152
## 1043        284.4444               21.82946              159.87024
## 1044        284.4444               21.82946              166.09895
## 1045        279.7037               21.82946              168.17518
## 1046        282.0741               21.82946              174.40389
## 1047        267.8519               19.84496              178.55637
## 1048        260.7407               17.86047              168.17518
## 1049        263.1111               19.84496              182.70884
## 1050        246.5185               19.84496              172.32766
## 1051        263.1111               75.41085              211.77616
## 1052        267.8519               77.39535              209.69992
## 1053        274.9630               75.41085              199.31873
## 1054        277.3333               77.39535              201.39497
## 1055        274.9630               71.44186              182.70884
## 1056        282.0741               71.44186              184.78508
## 1057        289.1852               67.47287              178.55637
## 1058        293.9259               67.47287              178.55637
## 1059        301.0370               63.50388              168.17518
## 1060        308.1481               59.53488              172.32766
## 1061        312.8889               59.53488              166.09895
## 1062        315.2593               59.53488              161.94647
## 1063        315.2593               55.56589              157.79400
## 1064        310.5185               53.58140              151.56529
## 1065        315.2593               53.58140              149.48905
## 1066        317.6296               51.59690              145.33658
## 1067        322.3704               49.61240              139.10787
## 1068        317.6296               45.64341              139.10787
## 1069        320.0000               45.64341              139.10787
## 1070        320.0000               45.64341              137.03163
## 1071        315.2593               45.64341              130.80292
## 1072        308.1481               43.65891              130.80292
## 1073        310.5185               43.65891              118.34550
## 1074        310.5185               39.68992              128.72668
## 1075        322.3704               37.70543              137.03163
## 1076        315.2593               39.68992              139.10787
## 1077        317.6296               41.67442              143.26034
## 1078        320.0000               43.65891              132.87916
## 1079        324.7407               43.65891              145.33658
## 1080        322.3704               45.64341              145.33658
## 1081        320.0000               51.59690              145.33658
## 1082        327.1111               55.56589              151.56529
## 1083        327.1111               55.56589              151.56529
## 1084        317.6296               51.59690              159.87024
## 1085        320.0000               51.59690              141.18410
## 1086        327.1111               43.65891              161.94647
## 1087        329.4815               43.65891              164.02271
## 1088        334.2222               43.65891              174.40389
## 1089        329.4815               39.68992              174.40389
## 1090        322.3704               39.68992              178.55637
## 1091        310.5185               37.70543              184.78508
## 1092        291.5556               37.70543              172.32766
## 1093        379.2593              101.20930              205.54745
## 1094        381.6296              101.20930              203.47121
## 1095        384.0000              103.19380              203.47121
## 1096        386.3704               99.22481              199.31873
## 1097        386.3704               99.22481              199.31873
## 1098        388.7407               97.24031              197.24250
## 1099        391.1111               95.25581              195.16626
## 1100        381.6296               93.27132              186.86131
## 1101        391.1111               89.30233              182.70884
## 1102        388.7407               89.30233              180.63260
## 1103        393.4815               87.31783              180.63260
## 1104        393.4815               85.33333              176.48013
## 1105        386.3704               81.36434              170.25142
## 1106        376.8889               83.34884              159.87024
## 1107        372.1481               67.47287              155.71776
## 1108        369.7778               65.48837              149.48905
## 1109        384.0000               65.48837              145.33658
## 1110        374.5185               59.53488              141.18410
## 1111        372.1481               57.55039              141.18410
## 1112        369.7778               55.56589              139.10787
## 1113        362.6667               53.58140              134.95539
## 1114        334.2222               53.58140              132.87916
## 1115        367.4074               51.59690              132.87916
## 1116        360.2963               49.61240              161.94647
## 1117        372.1481               47.62791              145.33658
## 1118        353.1852               49.61240              151.56529
## 1119        376.8889               51.59690              155.71776
## 1120        381.6296               55.56589              157.79400
## 1121        381.6296               57.55039              159.87024
## 1122        376.8889               57.55039              151.56529
## 1123        381.6296               63.50388              159.87024
## 1124        376.8889               67.47287              161.94647
## 1125        379.2593               67.47287              170.25142
## 1126        384.0000               65.48837              184.78508
## 1127        405.3333               63.50388              193.09002
## 1128        426.6667               63.50388              205.54745
## 1129        431.4074               63.50388              211.77616
## 1130        450.3704               65.48837              218.00487
## 1131        431.4074               69.45736              213.85239
## 1132        433.7778               81.36434              218.00487
## 1133        431.4074               39.68992              222.15734
## 1134        431.4074               39.68992              228.38605
## 1135        289.1852               41.67442              151.56529
## 1136        298.6667               43.65891              149.48905
## 1137        308.1481               43.65891              149.48905
## 1138        317.6296               43.65891              147.41281
## 1139        324.7407               41.67442              149.48905
## 1140        329.4815               41.67442              147.41281
## 1141        334.2222               41.67442              143.26034
## 1142        329.4815               41.67442              143.26034
## 1143        331.8519               41.67442              139.10787
## 1144        336.5926               39.68992              139.10787
## 1145        343.7037               39.68992              141.18410
## 1146        338.9630               39.68992              139.10787
## 1147        336.5926               41.67442              147.41281
## 1148        334.2222               39.68992              141.18410
## 1149        341.3333               39.68992              134.95539
## 1150        338.9630               37.70543              130.80292
## 1151        343.7037               33.73643              126.65045
## 1152        338.9630               31.75194              124.57421
## 1153        341.3333               33.73643              128.72668
## 1154        336.5926               33.73643              124.57421
## 1155        329.4815               35.72093              120.42174
## 1156        320.0000               35.72093              116.26926
## 1157        320.0000               35.72093              118.34550
## 1158        320.0000               37.70543              118.34550
## 1159        329.4815               35.72093              118.34550
## 1160        324.7407               35.72093              122.49797
## 1161        324.7407               35.72093              126.65045
## 1162        331.8519               35.72093              126.65045
## 1163        334.2222               39.68992              132.87916
## 1164        334.2222               39.68992              132.87916
## 1165        334.2222               43.65891              137.03163
## 1166        338.9630               45.64341              139.10787
## 1167        334.2222               45.64341              143.26034
## 1168        334.2222               43.65891              157.79400
## 1169        346.0741               41.67442              159.87024
## 1170        355.5556               41.67442              166.09895
## 1171        357.9259               55.56589              120.42174
## 1172        372.1481               39.68992              182.70884
## 1173        369.7778               37.70543              182.70884
## 1174        360.2963               35.72093              184.78508
## 1175        350.8148               35.72093              186.86131
## 1176        346.0741               33.73643              188.93755
## 1177        320.0000              119.06977              303.13058
## 1178        331.8519              121.05426              303.13058
## 1179        336.5926              123.03876              303.13058
## 1180        329.4815              130.97674              269.91079
## 1181        334.2222              130.97674              271.98702
## 1182        334.2222              125.02326              265.75831
## 1183        334.2222              123.03876              259.52960
## 1184        343.7037              125.02326              263.68208
## 1185        353.1852              119.06977              251.22466
## 1186        362.6667              111.13178              230.46229
## 1187        386.3704              121.05426              267.83455
## 1188        393.4815              123.03876              255.37713
## 1189        405.3333              128.99225              265.75831
## 1190        400.5926              123.03876              251.22466
## 1191        410.0741              125.02326              259.52960
## 1192        412.4444              121.05426              255.37713
## 1193        412.4444              119.06977              253.30089
## 1194        424.2963              117.08527              251.22466
## 1195        424.2963              123.03876              261.60584
## 1196        431.4074              125.02326              267.83455
## 1197        426.6667              115.10078              255.37713
## 1198        436.1481              115.10078              269.91079
## 1199        452.7407              117.08527              288.59692
## 1200        443.2593              115.10078              288.59692
## 1201        457.4815              113.11628              313.51176
## 1202        462.2222              115.10078              319.74047
## 1203        478.8148              123.03876              334.27413
## 1204        485.9259              125.02326              338.42660
## 1205        514.3704              136.93023              398.63747
## 1206        502.5185              140.89922              388.25629
## 1207        493.0370              150.82171              404.86618
## 1208        476.4444              164.71318              425.62855
## 1209        483.5556              170.66667              429.78102
## 1210        464.5926              166.69767              452.61963
## 1211        466.9630              158.75969              481.68694
## 1212        464.5926              154.79070              504.52555
## 1213        474.0741              152.80620              519.05921
## 1214        493.0370              158.75969              562.66018
## 1215        488.2963              154.79070              602.10868
## 1216        490.6667              156.77519              616.64234
## 1217        476.4444              152.80620              693.46310
## 1218        471.7037              152.80620              739.14031
## 1219        424.2963              166.69767              423.55231
## 1220        433.7778              172.65116              417.32360
## 1221        440.8889              174.63566              413.17113
## 1222        443.2593              174.63566              404.86618
## 1223        400.5926              176.62016              404.86618
## 1224        440.8889              176.62016              398.63747
## 1225        450.3704              170.66667              390.33252
## 1226        440.8889              182.57364              411.09489
## 1227        429.0370              166.69767              384.10381
## 1228        424.2963              166.69767              382.02758
## 1229        421.9259              160.74419              371.64639
## 1230        431.4074              156.77519              363.34144
## 1231        410.0741              154.79070              367.49392
## 1232        414.8148              148.83721              355.03650
## 1233        412.4444              144.86822              346.73155
## 1234        414.8148              140.89922              338.42660
## 1235        414.8148              138.91473              340.50284
## 1236        414.8148              130.97674              336.35037
## 1237        421.9259              128.99225              338.42660
## 1238        421.9259              128.99225              340.50284
## 1239        419.5556              109.14729              346.73155
## 1240        421.9259              107.16279              357.11273
## 1241        421.9259              105.17829              371.64639
## 1242        410.0741               99.22481              371.64639
## 1243        414.8148               95.25581              394.48500
## 1244        433.7778              107.16279              417.32360
## 1245        429.0370              103.19380              406.94242
## 1246        438.5185               97.24031              406.94242
## 1247        438.5185               97.24031              409.01865
## 1248        443.2593               99.22481              415.24736
## 1249        452.7407               97.24031              402.78994
## 1250        457.4815               99.22481              413.17113
## 1251        457.4815              103.19380              427.70479
## 1252        471.7037              105.17829              460.92457
## 1253        471.7037              117.08527              483.76318
## 1254        514.3704              111.13178              489.99189
## 1255        450.3704              117.08527              487.91565
## 1256        448.0000              117.08527              504.52555
## 1257        457.4815              119.06977              516.98297
## 1258        459.8519              121.05426              531.51663
## 1259        462.2222              105.17829              597.95620
## 1260        440.8889               97.24031              597.95620
## 1261        189.6296              113.11628              203.47121
## 1262        189.6296              119.06977              199.31873
## 1263        196.7407              119.06977              193.09002
## 1264        199.1111              119.06977              193.09002
## 1265        199.1111              123.03876              193.09002
## 1266        199.1111              121.05426              191.01379
## 1267        210.9630              119.06977              188.93755
## 1268        210.9630              115.10078              184.78508
## 1269        218.0741              113.11628              178.55637
## 1270        215.7037              113.11628              178.55637
## 1271        220.4444              109.14729              178.55637
## 1272        220.4444              109.14729              178.55637
## 1273        225.1852              107.16279              176.48013
## 1274        225.1852              103.19380              172.32766
## 1275        227.5556              103.19380              170.25142
## 1276        225.1852               99.22481              166.09895
## 1277        232.2963               97.24031              159.87024
## 1278        234.6667               93.27132              155.71776
## 1279        229.9259               93.27132              157.79400
## 1280        229.9259               93.27132              153.64152
## 1281        232.2963               91.28682              147.41281
## 1282        234.6667               91.28682              153.64152
## 1283        237.0370               87.31783              157.79400
## 1284        251.2593               87.31783              164.02271
## 1285        246.5185               85.33333              164.02271
## 1286        253.6296               83.34884              164.02271
## 1287        253.6296               87.31783              172.32766
## 1288        258.3704               85.33333              170.25142
## 1289        272.5926               95.25581              197.24250
## 1290        267.8519               99.22481              197.24250
## 1291        272.5926              101.20930              193.09002
## 1292        279.7037              107.16279              207.62368
## 1293        277.3333              111.13178              213.85239
## 1294        277.3333              109.14729              222.15734
## 1295        279.7037              107.16279              228.38605
## 1296        284.4444              103.19380              234.61476
## 1297        286.8148              103.19380              234.61476
## 1298        286.8148              101.20930              238.76723
## 1299        289.1852               93.27132              234.61476
## 1300        279.7037               85.33333              228.38605
## 1301        277.3333               81.36434              228.38605
## 1302        274.9630               79.37984              234.61476
## 1303        253.6296               61.51938              184.78508
## 1304        248.8889               59.53488              168.17518
## 1305        260.7407               61.51938              174.40389
## 1306        241.7778               59.53488              161.94647
## 1307        305.7778               61.51938              170.25142
## 1308        277.3333               67.47287              174.40389
## 1309        293.9259               65.48837              164.02271
## 1310        312.8889               61.51938              149.48905
## 1311        291.5556               61.51938              153.64152
## 1312        317.6296               61.51938              149.48905
## 1313        334.2222               61.51938              147.41281
## 1314        329.4815               59.53488              145.33658
## 1315        324.7407               59.53488              143.26034
## 1316        348.4444               57.55039              137.03163
## 1317        346.0741               49.61240              137.03163
## 1318        360.2963               53.58140              126.65045
## 1319        360.2963               51.59690              126.65045
## 1320        365.0370               49.61240              126.65045
## 1321        362.6667               49.61240              126.65045
## 1322        362.6667               49.61240              122.49797
## 1323        353.1852               47.62791              120.42174
## 1324        357.9259               47.62791              120.42174
## 1325        367.4074               47.62791              122.49797
## 1326        369.7778               47.62791              124.57421
## 1327        346.0741               37.70543              124.57421
## 1328        362.6667               45.64341              130.80292
## 1329        369.7778               49.61240              137.03163
## 1330        388.7407               51.59690              132.87916
## 1331        398.2222               55.56589              141.18410
## 1332        395.8519               57.55039              137.03163
## 1333        393.4815               65.48837              141.18410
## 1334        391.1111               71.44186              141.18410
## 1335        393.4815               71.44186              147.41281
## 1336        405.3333               71.44186              159.87024
## 1337        407.7037               55.56589              157.79400
## 1338        407.7037               61.51938              203.47121
## 1339        407.7037               67.47287              193.09002
## 1340        410.0741               63.50388              197.24250
## 1341        391.1111               63.50388              205.54745
## 1342        388.7407               57.55039              201.39497
## 1343        391.1111               61.51938              199.31873
## 1344        384.0000               61.51938              197.24250
## 1345        208.5926              103.19380              168.17518
## 1346        213.3333              107.16279              164.02271
## 1347        215.7037              105.17829              164.02271
## 1348        215.7037               99.22481              159.87024
## 1349        213.3333              107.16279              159.87024
## 1350        220.4444              101.20930              159.87024
## 1351        215.7037              101.20930              155.71776
## 1352        210.9630               99.22481              151.56529
## 1353        210.9630               95.25581              147.41281
## 1354        218.0741               93.27132              145.33658
## 1355        220.4444               93.27132              141.18410
## 1356        220.4444               93.27132              143.26034
## 1357        210.9630               91.28682              137.03163
## 1358        215.7037               85.33333              134.95539
## 1359        218.0741               83.34884              128.72668
## 1360        220.4444               79.37984              126.65045
## 1361        225.1852               75.41085              122.49797
## 1362        227.5556               73.42636              116.26926
## 1363        218.0741               75.41085              120.42174
## 1364        220.4444               73.42636              116.26926
## 1365        225.1852               75.41085              105.88808
## 1366        203.8519               71.44186              116.26926
## 1367        215.7037               71.44186              118.34550
## 1368        237.0370               75.41085              118.34550
## 1369        232.2963               69.45736              124.57421
## 1370        237.0370               69.45736              128.72668
## 1371        246.5185               73.42636              141.18410
## 1372        258.3704               73.42636              143.26034
## 1373        267.8519               81.36434              157.79400
## 1374        263.1111               83.34884              168.17518
## 1375        270.2222               87.31783              178.55637
## 1376        270.2222               93.27132              186.86131
## 1377        265.4815               99.22481              188.93755
## 1378        270.2222               97.24031              203.47121
## 1379        270.2222               97.24031              213.85239
## 1380        291.5556               97.24031              218.00487
## 1381        298.6667               95.25581              230.46229
## 1382        296.2963               91.28682              232.53852
## 1383        301.0370               91.28682              242.91971
## 1384        286.8148               87.31783              242.91971
## 1385        279.7037               83.34884              244.99594
## 1386        279.7037               77.39535              244.99594
## 1387        246.5185               89.30233              141.18410
## 1388        248.8889               87.31783              134.95539
## 1389        248.8889               85.33333              132.87916
## 1390        248.8889               83.34884              130.80292
## 1391        248.8889               81.36434              126.65045
## 1392        246.5185               79.37984              124.57421
## 1393        251.2593               75.41085              124.57421
## 1394        248.8889               73.42636              120.42174
## 1395        253.6296               69.45736              118.34550
## 1396        260.7407               67.47287              118.34550
## 1397        267.8519               65.48837              118.34550
## 1398        272.5926               67.47287              116.26926
## 1399        270.2222               65.48837              112.11679
## 1400        267.8519               59.53488              112.11679
## 1401        274.9630               59.53488              110.04055
## 1402        286.8148               53.58140              107.96431
## 1403        296.2963               53.58140              103.81184
## 1404        293.9259               49.61240              105.88808
## 1405        289.1852               49.61240              107.96431
## 1406        286.8148               47.62791              105.88808
## 1407        286.8148               45.64341              103.81184
## 1408        289.1852               45.64341              107.96431
## 1409        286.8148               47.62791              110.04055
## 1410        265.4815               41.67442              110.04055
## 1411        270.2222               41.67442              112.11679
## 1412        270.2222               43.65891              116.26926
## 1413        270.2222               45.64341              122.49797
## 1414        263.1111               47.62791              124.57421
## 1415        274.9630               53.58140              134.95539
## 1416        267.8519               53.58140              137.03163
## 1417        263.1111               55.56589              141.18410
## 1418        263.1111               55.56589              147.41281
## 1419        263.1111               59.53488              153.64152
## 1420        260.7407               53.58140              157.79400
## 1421        263.1111               47.62791              161.94647
## 1422        263.1111               43.65891              166.09895
## 1423        253.6296               41.67442              176.48013
## 1424        260.7407               41.67442              178.55637
## 1425        260.7407               39.68992              176.48013
## 1426        246.5185               41.67442              174.40389
## 1427        241.7778               37.70543              172.32766
## 1428        232.2963               37.70543              168.17518
## 1429        355.5556               67.47287              276.13950
## 1430        357.9259               67.47287              269.91079
## 1431        357.9259               67.47287              267.83455
## 1432        374.5185               69.45736              276.13950
## 1433        398.2222               69.45736              290.67315
## 1434        400.5926               63.50388              286.52068
## 1435        414.8148               59.53488              286.52068
## 1436        393.4815               51.59690              261.60584
## 1437        353.1852               49.61240              247.07218
## 1438        376.8889               47.62791              234.61476
## 1439        379.2593               45.64341              230.46229
## 1440        362.6667               45.64341              220.08110
## 1441        355.5556               39.68992              207.62368
## 1442        350.8148               35.72093              195.16626
## 1443        353.1852               35.72093              170.25142
## 1444        362.6667               33.73643              178.55637
## 1445        357.9259               31.75194              172.32766
## 1446        346.0741               29.76744              168.17518
## 1447        348.4444               29.76744              164.02271
## 1448        350.8148               29.76744              161.94647
## 1449        343.7037               25.79845              157.79400
## 1450        331.8519               25.79845              159.87024
## 1451        331.8519               25.79845              159.87024
## 1452        322.3704               31.75194              159.87024
## 1453        329.4815               29.76744              161.94647
## 1454        324.7407               29.76744              174.40389
## 1455        327.1111               29.76744              176.48013
## 1456        338.9630               31.75194              178.55637
## 1457        348.4444               33.73643              193.09002
## 1458        334.2222               33.73643              178.55637
## 1459        334.2222               37.70543              182.70884
## 1460        324.7407               41.67442              184.78508
## 1461        317.6296               43.65891              180.63260
## 1462        317.6296               37.70543              199.31873
## 1463        334.2222               33.73643              205.54745
## 1464        353.1852               33.73643              218.00487
## 1465        360.2963               35.72093              226.30981
## 1466        362.6667               35.72093              236.69100
## 1467        360.2963               33.73643              234.61476
## 1468        346.0741               31.75194              228.38605
## 1469        343.7037               31.75194              238.76723
## 1470        320.0000               29.76744              232.53852
## 1471        260.7407               61.51938              128.72668
## 1472        265.4815               61.51938              124.57421
## 1473        272.5926               61.51938              120.42174
## 1474        277.3333               59.53488              116.26926
## 1475        282.0741               59.53488              112.11679
## 1476        289.1852               59.53488              110.04055
## 1477        291.5556               57.55039              105.88808
## 1478        293.9259               55.56589              103.81184
## 1479        305.7778               49.61240               99.65937
## 1480        308.1481               53.58140               97.58313
## 1481        315.2593               51.59690               95.50689
## 1482        317.6296               49.61240               93.43066
## 1483        315.2593               47.62791               91.35442
## 1484        317.6296               45.64341               89.27818
## 1485        317.6296               43.65891               87.20195
## 1486        317.6296               43.65891               83.04947
## 1487        320.0000               41.67442               80.97324
## 1488        317.6296               41.67442               80.97324
## 1489        312.8889               41.67442               78.89700
## 1490        312.8889               39.68992               76.82076
## 1491        308.1481               37.70543               91.35442
## 1492        303.4074               37.70543               89.27818
## 1493        322.3704               35.72093               89.27818
## 1494        305.7778               33.73643               89.27818
## 1495        310.5185               31.75194               76.82076
## 1496        305.7778               31.75194              103.81184
## 1497        312.8889               33.73643              103.81184
## 1498        315.2593               35.72093              105.88808
## 1499        317.6296               43.65891              110.04055
## 1500        322.3704               43.65891              105.88808
## 1501        320.0000               47.62791              114.19303
## 1502        320.0000               47.62791              122.49797
## 1503        312.8889               49.61240              124.57421
## 1504        324.7407               49.61240              122.49797
## 1505        334.2222               49.61240              126.65045
## 1506        322.3704               43.65891              134.95539
## 1507        331.8519               43.65891              137.03163
## 1508        320.0000               43.65891              141.18410
## 1509        329.4815               41.67442              149.48905
## 1510        320.0000               37.70543              145.33658
## 1511        282.0741               39.68992              145.33658
## 1512        274.9630               35.72093              145.33658
## 1513        237.0370               39.68992              134.95539
## 1514        244.1481               39.68992              134.95539
## 1515        248.8889               39.68992              132.87916
## 1516        253.6296               37.70543              128.72668
## 1517        258.3704               37.70543              130.80292
## 1518        263.1111               37.70543              128.72668
## 1519        270.2222               37.70543              126.65045
## 1520        270.2222               37.70543              122.49797
## 1521        274.9630               35.72093              120.42174
## 1522        277.3333               35.72093              120.42174
## 1523        289.1852               35.72093              120.42174
## 1524        277.3333               33.73643              118.34550
## 1525        267.8519               33.73643              116.26926
## 1526        258.3704               31.75194              114.19303
## 1527        263.1111               25.79845               95.50689
## 1528        251.2593               25.79845              153.64152
## 1529        265.4815               25.79845              120.42174
## 1530        263.1111               23.81395               89.27818
## 1531        265.4815               23.81395               91.35442
## 1532        263.1111               23.81395               91.35442
## 1533        265.4815               23.81395               89.27818
## 1534        260.7407               23.81395               89.27818
## 1535        258.3704               23.81395               93.43066
## 1536        260.7407               23.81395               91.35442
## 1537        272.5926               25.79845              103.81184
## 1538        263.1111               21.82946               99.65937
## 1539        267.8519               25.79845              114.19303
## 1540        258.3704               25.79845              112.11679
## 1541        265.4815               27.78295              114.19303
## 1542        256.0000               27.78295              112.11679
## 1543        253.6296               27.78295              107.96431
## 1544        251.2593               29.76744              120.42174
## 1545        251.2593               29.76744              128.72668
## 1546        248.8889               29.76744              141.18410
## 1547        237.0370               31.75194              153.64152
## 1548        246.5185               31.75194              159.87024
## 1549        272.5926               31.75194              170.25142
## 1550        270.2222               31.75194              172.32766
## 1551        253.6296               31.75194              147.41281
## 1552        244.1481               25.79845              161.94647
## 1553        248.8889               27.78295              166.09895
## 1554        246.5185               25.79845              159.87024
## 1555        286.8148              115.10078              197.24250
## 1556        293.9259              117.08527              193.09002
## 1557        293.9259              119.06977              191.01379
## 1558        291.5556              115.10078              186.86131
## 1559        291.5556              113.11628              186.86131
## 1560        284.4444              113.11628              184.78508
## 1561        286.8148              113.11628              184.78508
## 1562        279.7037              111.13178              176.48013
## 1563        282.0741               97.24031              172.32766
## 1564        303.4074               97.24031              170.25142
## 1565        289.1852               97.24031              172.32766
## 1566        320.0000               99.22481              168.17518
## 1567        312.8889               97.24031              161.94647
## 1568        274.9630               99.22481              155.71776
## 1569        291.5556               97.24031              149.48905
## 1570        284.4444               93.27132              143.26034
## 1571        289.1852               91.28682              137.03163
## 1572        289.1852               85.33333              134.95539
## 1573        284.4444               87.31783              132.87916
## 1574        286.8148               85.33333              130.80292
## 1575        284.4444               85.33333              126.65045
## 1576        282.0741               87.31783              124.57421
## 1577        291.5556               87.31783              126.65045
## 1578        286.8148               83.34884              122.49797
## 1579        291.5556               73.42636              128.72668
## 1580        293.9259               85.33333              132.87916
## 1581        305.7778               91.28682              139.10787
## 1582        303.4074               87.31783              139.10787
## 1583        312.8889               93.27132              151.56529
## 1584        303.4074               93.27132              145.33658
## 1585        305.7778              103.19380              149.48905
## 1586        303.4074              105.17829              151.56529
## 1587        303.4074              109.14729              153.64152
## 1588        296.2963              109.14729              159.87024
## 1589        303.4074              105.17829              170.25142
## 1590        312.8889              105.17829              176.48013
## 1591        312.8889              103.19380              182.70884
## 1592        324.7407               99.22481              191.01379
## 1593        322.3704               99.22481              195.16626
## 1594        322.3704               93.27132              195.16626
## 1595        312.8889               91.28682              199.31873
## 1596        308.1481               89.30233              195.16626
## 1597        305.7778               65.48837              149.48905
## 1598        308.1481               65.48837              149.48905
## 1599        310.5185               65.48837              149.48905
## 1600        310.5185               63.50388              145.33658
## 1601        312.8889               63.50388              145.33658
## 1602        317.6296               61.51938              141.18410
## 1603        322.3704               61.51938              139.10787
## 1604        324.7407               59.53488              137.03163
## 1605        324.7407               57.55039              132.87916
## 1606        324.7407               55.56589              130.80292
## 1607        322.3704               51.59690              126.65045
## 1608        320.0000               49.61240              120.42174
## 1609        312.8889               45.64341              114.19303
## 1610        312.8889               45.64341              114.19303
## 1611        308.1481               45.64341              110.04055
## 1612        310.5185               43.65891              105.88808
## 1613        320.0000               41.67442              101.73560
## 1614        315.2593               39.68992               99.65937
## 1615        305.7778               39.68992               97.58313
## 1616        301.0370               39.68992               95.50689
## 1617        286.8148               35.72093               93.43066
## 1618        315.2593               35.72093               93.43066
## 1619        298.6667               35.72093               93.43066
## 1620        298.6667               33.73643               93.43066
## 1621        303.4074               35.72093               97.58313
## 1622        310.5185               33.73643               99.65937
## 1623        308.1481               35.72093              105.88808
## 1624        322.3704               33.73643              107.96431
## 1625        336.5926               35.72093              114.19303
## 1626        327.1111               35.72093              118.34550
## 1627        334.2222               37.70543              112.11679
## 1628        331.8519               39.68992              128.72668
## 1629        331.8519               41.67442              132.87916
## 1630        327.1111               41.67442              134.95539
## 1631        327.1111               41.67442              139.10787
## 1632        334.2222               43.65891              139.10787
## 1633        341.3333               45.64341              145.33658
## 1634        336.5926               45.64341              149.48905
## 1635        343.7037               43.65891              147.41281
## 1636        331.8519               43.65891              149.48905
## 1637        320.0000               41.67442              151.56529
## 1638        317.6296               39.68992              153.64152
## 1639        213.3333              113.11628              238.76723
## 1640        220.4444              115.10078              226.30981
## 1641        222.8148              115.10078              218.00487
## 1642        227.5556              113.11628              205.54745
## 1643        239.4074              101.20930              178.55637
## 1644        237.0370              113.11628              203.47121
## 1645        244.1481              117.08527              201.39497
## 1646        246.5185              115.10078              195.16626
## 1647        251.2593              111.13178              191.01379
## 1648        253.6296              109.14729              176.48013
## 1649        258.3704              103.19380              174.40389
## 1650        260.7407              105.17829              170.25142
## 1651        253.6296              101.20930              172.32766
## 1652        232.2963               97.24031              170.25142
## 1653        267.8519               99.22481              166.09895
## 1654        267.8519              101.20930              166.09895
## 1655        277.3333               95.25581              153.64152
## 1656        282.0741               91.28682              145.33658
## 1657        274.9630               91.28682              145.33658
## 1658        270.2222               89.30233              143.26034
## 1659        270.2222               93.27132              130.80292
## 1660        289.1852               87.31783              132.87916
## 1661        274.9630               83.34884              137.03163
## 1662        279.7037               75.41085              130.80292
## 1663        291.5556               75.41085              137.03163
## 1664        289.1852               71.44186              143.26034
## 1665        293.9259               77.39535              145.33658
## 1666        315.2593               73.42636              147.41281
## 1667        310.5185               87.31783              164.02271
## 1668        320.0000               91.28682              178.55637
## 1669        327.1111               97.24031              199.31873
## 1670        329.4815              101.20930              193.09002
## 1671        331.8519              105.17829              191.01379
## 1672        331.8519              101.20930              213.85239
## 1673        324.7407              103.19380              213.85239
## 1674        350.8148               99.22481              220.08110
## 1675        317.6296              109.14729              215.92863
## 1676        322.3704              105.17829              215.92863
## 1677        346.0741              105.17829              234.61476
## 1678        336.5926               97.24031              224.23358
## 1679        324.7407               95.25581              234.61476
## 1680        320.0000               83.34884              226.30981
## 1681        263.1111               49.61240              166.09895
## 1682        270.2222               49.61240              166.09895
## 1683        279.7037               49.61240              166.09895
## 1684        286.8148               49.61240              164.02271
## 1685        291.5556               49.61240              166.09895
## 1686        298.6667               49.61240              166.09895
## 1687        303.4074               49.61240              164.02271
## 1688        305.7778               49.61240              161.94647
## 1689        310.5185               47.62791              157.79400
## 1690        320.0000               47.62791              157.79400
## 1691        329.4815               47.62791              157.79400
## 1692        336.5926               47.62791              157.79400
## 1693        343.7037               47.62791              157.79400
## 1694        338.9630               47.62791              155.71776
## 1695        329.4815               47.62791              157.79400
## 1696        327.1111               45.64341              153.64152
## 1697        331.8519               43.65891              139.10787
## 1698        331.8519               43.65891              134.95539
## 1699        353.1852               43.65891              149.48905
## 1700        350.8148               43.65891              149.48905
## 1701        341.3333               41.67442              149.48905
## 1702        350.8148               39.68992              147.41281
## 1703        327.1111               41.67442              147.41281
## 1704        315.2593               37.70543              141.18410
## 1705        327.1111               33.73643              153.64152
## 1706        322.3704               39.68992              155.71776
## 1707        317.6296               39.68992              164.02271
## 1708        317.6296               43.65891              174.40389
## 1709        341.3333               49.61240              191.01379
## 1710        329.4815               47.62791              178.55637
## 1711        327.1111               51.59690              186.86131
## 1712        320.0000               53.58140              184.78508
## 1713        310.5185               53.58140              193.09002
## 1714        303.4074               49.61240              207.62368
## 1715        301.0370               47.62791              209.69992
## 1716        301.0370               39.68992              211.77616
## 1717        291.5556               39.68992              205.54745
## 1718        293.9259               37.70543              215.92863
## 1719        289.1852               35.72093              220.08110
## 1720        279.7037               31.75194              232.53852
## 1721        270.2222               33.73643              238.76723
## 1722        265.4815               31.75194              226.30981
## 1723        324.7407               43.65891              159.87024
## 1724        362.6667               59.53488              211.77616
## 1725        346.0741               61.51938              228.38605
## 1726        353.1852               57.55039              213.85239
## 1727        355.5556               49.61240              205.54745
## 1728        362.6667               55.56589              211.77616
## 1729        365.0370               51.59690              199.31873
## 1730        360.2963               55.56589              201.39497
## 1731        362.6667               47.62791              191.01379
## 1732        365.0370               43.65891              184.78508
## 1733        372.1481               43.65891              180.63260
## 1734        360.2963               43.65891              180.63260
## 1735        357.9259               37.70543              164.02271
## 1736        355.5556               37.70543              172.32766
## 1737        357.9259               35.72093              157.79400
## 1738        360.2963               31.75194              153.64152
## 1739        357.9259               29.76744              139.10787
## 1740        353.1852               29.76744              147.41281
## 1741        346.0741               29.76744              143.26034
## 1742        338.9630               27.78295              145.33658
## 1743        334.2222               25.79845              141.18410
## 1744        315.2593               25.79845              143.26034
## 1745        315.2593               25.79845              141.18410
## 1746        320.0000               23.81395              151.56529
## 1747        327.1111               23.81395              151.56529
## 1748        320.0000               23.81395              151.56529
## 1749        324.7407               29.76744              153.64152
## 1750        324.7407               29.76744              157.79400
## 1751        322.3704               35.72093              166.09895
## 1752        308.1481               29.76744              149.48905
## 1753        296.2963               31.75194              164.02271
## 1754        301.0370               39.68992              168.17518
## 1755        298.6667               39.68992              172.32766
## 1756        291.5556               35.72093              197.24250
## 1757        303.4074               33.73643              186.86131
## 1758        310.5185               33.73643              199.31873
## 1759        305.7778               35.72093              201.39497
## 1760        310.5185               37.70543              215.92863
## 1761        308.1481               35.72093              222.15734
## 1762        291.5556               33.73643              215.92863
## 1763        284.4444               33.73643              218.00487
## 1764        274.9630               33.73643              222.15734
## 1765        232.2963               63.50388              174.40389
## 1766        234.6667               63.50388              168.17518
## 1767        241.7778               65.48837              164.02271
## 1768        246.5185               53.58140              157.79400
## 1769        246.5185               51.59690              151.56529
## 1770        248.8889               49.61240              145.33658
## 1771        253.6296               49.61240              141.18410
## 1772        267.8519               47.62791              137.03163
## 1773        246.5185               43.65891              126.65045
## 1774        248.8889               41.67442              118.34550
## 1775        260.7407               39.68992              118.34550
## 1776        267.8519               39.68992              116.26926
## 1777        270.2222               37.70543              116.26926
## 1778        282.0741               37.70543              114.19303
## 1779        289.1852               35.72093              110.04055
## 1780        301.0370               35.72093              107.96431
## 1781        277.3333               33.73643              105.88808
## 1782        272.5926               31.75194              103.81184
## 1783        282.0741               31.75194              105.88808
## 1784        282.0741               29.76744              101.73560
## 1785        282.0741               29.76744              103.81184
## 1786        272.5926               29.76744              103.81184
## 1787        270.2222               29.76744              105.88808
## 1788        277.3333               29.76744              105.88808
## 1789        279.7037               29.76744              110.04055
## 1790        284.4444               27.78295              112.11679
## 1791        286.8148               27.78295              116.26926
## 1792        282.0741               25.79845              112.11679
## 1793        289.1852               27.78295              124.57421
## 1794        284.4444               27.78295              124.57421
## 1795        289.1852               29.76744              126.65045
## 1796        282.0741               29.76744              130.80292
## 1797        279.7037               31.75194              130.80292
## 1798        265.4815               31.75194              141.18410
## 1799        263.1111               29.76744              145.33658
## 1800        263.1111               27.78295              145.33658
## 1801        267.8519               27.78295              145.33658
## 1802        270.2222               25.79845              147.41281
## 1803        260.7407               23.81395              143.26034
## 1804        260.7407               21.82946              145.33658
## 1805        265.4815               19.84496              145.33658
## 1806        253.6296               19.84496              143.26034
## 1807        286.8148               67.47287              147.41281
## 1808        301.0370               69.45736              149.48905
## 1809        308.1481               67.47287              143.26034
## 1810        303.4074               65.48837              139.10787
## 1811        296.2963               65.48837              134.95539
## 1812        308.1481               63.50388              130.80292
## 1813        315.2593               63.50388              130.80292
## 1814        320.0000               61.51938              126.65045
## 1815        320.0000               57.55039              122.49797
## 1816        334.2222               55.56589              120.42174
## 1817        338.9630               53.58140              120.42174
## 1818        334.2222               53.58140              116.26926
## 1819        338.9630               51.59690              114.19303
## 1820        338.9630               49.61240              110.04055
## 1821        343.7037               47.62791              107.96431
## 1822        346.0741               45.64341              105.88808
## 1823        353.1852               43.65891              103.81184
## 1824        357.9259               41.67442              101.73560
## 1825        362.6667               43.65891              103.81184
## 1826        365.0370               39.68992              101.73560
## 1827        360.2963               39.68992              103.81184
## 1828        369.7778               37.70543               97.58313
## 1829        372.1481               39.68992              101.73560
## 1830        374.5185               37.70543              103.81184
## 1831        379.2593               39.68992              105.88808
## 1832        379.2593               39.68992              110.04055
## 1833        391.1111               47.62791              114.19303
## 1834        379.2593               49.61240              114.19303
## 1835        388.7407               51.59690              120.42174
## 1836        384.0000               53.58140              120.42174
## 1837        381.6296               55.56589              122.49797
## 1838        384.0000               57.55039              126.65045
## 1839        395.8519               61.51938              134.95539
## 1840        398.2222               59.53488              151.56529
## 1841        410.0741               55.56589              164.02271
## 1842        407.7037               53.58140              164.02271
## 1843        433.7778               35.72093              174.40389
## 1844        436.1481               47.62791              176.48013
## 1845        414.8148               43.65891              166.09895
## 1846        402.9630               27.78295              174.40389
## 1847        388.7407               27.78295              170.25142
## 1848        376.8889               27.78295              161.94647
## 1849        137.4815               39.68992              118.34550
## 1850        144.5926               39.68992              116.26926
## 1851        149.3333               37.70543              107.96431
## 1852        154.0741               39.68992              112.11679
## 1853        156.4444               37.70543              107.96431
## 1854        158.8148               37.70543              105.88808
## 1855        163.5556               37.70543              103.81184
## 1856        161.1852               35.72093              101.73560
## 1857        165.9259               35.72093               97.58313
## 1858        170.6667               33.73643               97.58313
## 1859        180.1481               33.73643               97.58313
## 1860        182.5185               31.75194               91.35442
## 1861        173.0370               31.75194               91.35442
## 1862        165.9259               31.75194               85.12571
## 1863        180.1481               29.76744               80.97324
## 1864        180.1481               27.78295               80.97324
## 1865        182.5185               27.78295               80.97324
## 1866        182.5185               27.78295               80.97324
## 1867        177.7778               27.78295               83.04947
## 1868        175.4074               25.79845               78.89700
## 1869        182.5185               25.79845               76.82076
## 1870        177.7778               25.79845               80.97324
## 1871        173.0370               25.79845               76.82076
## 1872        168.2963               21.82946               76.82076
## 1873        180.1481               17.86047               78.89700
## 1874        184.8889               21.82946               80.97324
## 1875        187.2593               23.81395               87.20195
## 1876        189.6296               23.81395               89.27818
## 1877        189.6296               23.81395               95.50689
## 1878        192.0000               25.79845               97.58313
## 1879        194.3704               27.78295               99.65937
## 1880        199.1111               29.76744              101.73560
## 1881        208.5926               31.75194              107.96431
## 1882        210.9630               29.76744              110.04055
## 1883        210.9630               27.78295              107.96431
## 1884        210.9630               27.78295              105.88808
## 1885        239.4074               29.76744              114.19303
## 1886        241.7778               29.76744              122.49797
## 1887        227.5556               27.78295              124.57421
## 1888        222.8148               29.76744              122.49797
## 1889        220.4444               27.78295              122.49797
## 1890        222.8148               25.79845              118.34550
## 1891        362.6667              154.79070              157.79400
## 1892        367.4074              158.75969              153.64152
## 1893        372.1481              156.77519              151.56529
## 1894        372.1481              154.79070              151.56529
## 1895        369.7778              154.79070              149.48905
## 1896        367.4074              146.85271              149.48905
## 1897        357.9259              138.91473              147.41281
## 1898        346.0741              134.94574              147.41281
## 1899        341.3333              127.00775              147.41281
## 1900        338.9630              127.00775              145.33658
## 1901        343.7037              125.02326              147.41281
## 1902        346.0741              123.03876              145.33658
## 1903        343.7037              119.06977              143.26034
## 1904        341.3333              113.11628              141.18410
## 1905        317.6296              109.14729              137.03163
## 1906        317.6296              103.19380              134.95539
## 1907        317.6296              101.20930              130.80292
## 1908        317.6296               95.25581              130.80292
## 1909        312.8889               97.24031              130.80292
## 1910        312.8889               95.25581              128.72668
## 1911        310.5185               91.28682              128.72668
## 1912        308.1481               89.30233              130.80292
## 1913        320.0000               85.33333              132.87916
## 1914        303.4074               81.36434              137.03163
## 1915        317.6296               83.34884              153.64152
## 1916        317.6296               87.31783              153.64152
## 1917        320.0000               87.31783              161.94647
## 1918        334.2222               91.28682              170.25142
## 1919        348.4444               95.25581              176.48013
## 1920        353.1852              105.17829              184.78508
## 1921        365.0370              113.11628              197.24250
## 1922        374.5185              117.08527              207.62368
## 1923        372.1481              119.06977              220.08110
## 1924        357.9259              111.13178              228.38605
## 1925        353.1852               97.24031              240.84347
## 1926        362.6667               99.22481              249.14842
## 1927        350.8148               99.22481              257.45337
## 1928        353.1852               99.22481              278.21573
## 1929        338.9630               95.25581              286.52068
## 1930        362.6667               91.28682              305.20681
## 1931        355.5556               91.28682              323.89294
## 1932        331.8519               87.31783              321.81671
## 1933        222.8148               97.24031              145.33658
## 1934        227.5556               97.24031              139.10787
## 1935        237.0370               97.24031              137.03163
## 1936        237.0370               95.25581              134.95539
## 1937        239.4074               93.27132              130.80292
## 1938        241.7778               91.28682              128.72668
## 1939        246.5185               91.28682              128.72668
## 1940        248.8889               91.28682              126.65045
## 1941        256.0000               87.31783              124.57421
## 1942        260.7407               83.34884              120.42174
## 1943        265.4815               83.34884              120.42174
## 1944        267.8519               81.36434              118.34550
## 1945        267.8519               77.39535              116.26926
## 1946        267.8519               75.41085              112.11679
## 1947        270.2222               73.42636              110.04055
## 1948        270.2222               71.44186              107.96431
## 1949        272.5926               67.47287              105.88808
## 1950        272.5926               63.50388              103.81184
## 1951        274.9630               61.51938              101.73560
## 1952        279.7037               63.50388               99.65937
## 1953        277.3333               59.53488               97.58313
## 1954        263.1111               57.55039               99.65937
## 1955        265.4815               59.53488              101.73560
## 1956        272.5926               57.55039              103.81184
## 1957        284.4444               53.58140              105.88808
## 1958        293.9259               53.58140              112.11679
## 1959        296.2963               55.56589              118.34550
## 1960        284.4444               55.56589              120.42174
## 1961        296.2963               59.53488              128.72668
## 1962        291.5556               61.51938              134.95539
## 1963        310.5185               49.61240              139.10787
## 1964        329.4815               49.61240              145.33658
## 1965        360.2963               53.58140              151.56529
## 1966        343.7037               59.53488              164.02271
## 1967        346.0741               57.55039              166.09895
## 1968        348.4444               53.58140              170.25142
## 1969        346.0741               53.58140              178.55637
## 1970        291.5556               53.58140              184.78508
## 1971        291.5556               49.61240              186.86131
## 1972        286.8148               49.61240              186.86131
## 1973        284.4444               41.67442              184.78508
## 1974        277.3333               41.67442              184.78508
## 1975        215.7037              101.20930              168.17518
## 1976        220.4444              103.19380              164.02271
## 1977        227.5556              103.19380              161.94647
## 1978        229.9259              105.17829              159.87024
## 1979        229.9259              105.17829              157.79400
## 1980        225.1852              105.17829              157.79400
## 1981        227.5556              105.17829              157.79400
## 1982        229.9259              107.16279              155.71776
## 1983        239.4074              103.19380              151.56529
## 1984        260.7407              101.20930              153.64152
## 1985        263.1111               99.22481              155.71776
## 1986        270.2222               99.22481              153.64152
## 1987        256.0000               95.25581              149.48905
## 1988        263.1111              109.14729              141.18410
## 1989        263.1111              105.17829              137.03163
## 1990        253.6296               93.27132              141.18410
## 1991        258.3704               85.33333              137.03163
## 1992        258.3704               79.37984              134.95539
## 1993        263.1111               81.36434              137.03163
## 1994        263.1111               79.37984              130.80292
## 1995        265.4815               77.39535              130.80292
## 1996        258.3704               83.34884              130.80292
## 1997        258.3704               79.37984              130.80292
## 1998        277.3333               79.37984              130.80292
## 1999        279.7037               77.39535              134.95539
## 2000        282.0741               77.39535              143.26034
## 2001        298.6667               91.28682              149.48905
## 2002        291.5556               85.33333              151.56529
## 2003        301.0370               91.28682              157.79400
## 2004        296.2963               93.27132              157.79400
## 2005        291.5556               99.22481              159.87024
## 2006        293.9259              111.13178              164.02271
## 2007        291.5556              121.05426              170.25142
## 2008        286.8148              117.08527              180.63260
## 2009        291.5556              113.11628              188.93755
## 2010        305.7778              107.16279              195.16626
## 2011        312.8889              103.19380              203.47121
## 2012        327.1111              107.16279              215.92863
## 2013        357.9259              101.20930              224.23358
## 2014        329.4815               93.27132              224.23358
## 2015        322.3704               93.27132              222.15734
## 2016        317.6296               89.30233              220.08110
## 2017        272.5926               21.82946               97.58313
## 2018        277.3333               21.82946               95.50689
## 2019        282.0741               21.82946               95.50689
## 2020        286.8148               21.82946               97.58313
## 2021        286.8148               19.84496               97.58313
## 2022        293.9259               19.84496               95.50689
## 2023        293.9259               19.84496               97.58313
## 2024        289.1852               19.84496               95.50689
## 2025        291.5556               19.84496               91.35442
## 2026        291.5556               19.84496               91.35442
## 2027        296.2963               19.84496               89.27818
## 2028        291.5556               19.84496               87.20195
## 2029        286.8148               19.84496               85.12571
## 2030        291.5556               19.84496               83.04947
## 2031        296.2963               19.84496               80.97324
## 2032        291.5556               19.84496               78.89700
## 2033        298.6667               19.84496               78.89700
## 2034        296.2963               19.84496               76.82076
## 2035        293.9259               19.84496               74.74453
## 2036        289.1852               19.84496               76.82076
## 2037        279.7037               17.86047               74.74453
## 2038        265.4815               17.86047               76.82076
## 2039        265.4815               17.86047               76.82076
## 2040        265.4815               15.87597               78.89700
## 2041        277.3333               15.87597               80.97324
## 2042        279.7037               15.87597               83.04947
## 2043        274.9630               17.86047               85.12571
## 2044        279.7037               17.86047               89.27818
## 2045        284.4444               19.84496               87.20195
## 2046        272.5926               21.82946               80.97324
## 2047        272.5926               23.81395               85.12571
## 2048        267.8519               25.79845               85.12571
## 2049        265.4815               25.79845               87.20195
## 2050        267.8519               25.79845               87.20195
## 2051        267.8519               23.81395               93.43066
## 2052        270.2222               25.79845              101.73560
## 2053        263.1111               27.78295              114.19303
## 2054        248.8889               27.78295              134.95539
## 2055        237.0370               17.86047              149.48905
## 2056        222.8148               17.86047              155.71776
## 2057        220.4444               17.86047              157.79400
## 2058        225.1852               17.86047              157.79400
## 2059        305.7778               77.39535              259.52960
## 2060        315.2593               79.37984              261.60584
## 2061        322.3704               79.37984              253.30089
## 2062        329.4815               77.39535              249.14842
## 2063        336.5926               75.41085              244.99594
## 2064        343.7037               75.41085              242.91971
## 2065        346.0741               73.42636              247.07218
## 2066        346.0741               73.42636              240.84347
## 2067        353.1852               63.50388              234.61476
## 2068        353.1852               61.51938              240.84347
## 2069        367.4074               67.47287              234.61476
## 2070        369.7778               65.48837              230.46229
## 2071        374.5185               63.50388              226.30981
## 2072        374.5185               61.51938              222.15734
## 2073        362.6667               59.53488              211.77616
## 2074        362.6667               57.55039              207.62368
## 2075        369.7778               55.56589              203.47121
## 2076        365.0370               51.59690              197.24250
## 2077        362.6667               53.58140              197.24250
## 2078        362.6667               51.59690              191.01379
## 2079        374.5185               51.59690              186.86131
## 2080        372.1481               49.61240              184.78508
## 2081        362.6667               47.62791              182.70884
## 2082        388.7407               45.64341              180.63260
## 2083        374.5185               43.65891              188.93755
## 2084        376.8889               43.65891              184.78508
## 2085        376.8889               49.61240              186.86131
## 2086        391.1111               53.58140              174.40389
## 2087        412.4444               61.51938              213.85239
## 2088        407.7037               61.51938              199.31873
## 2089        417.1852               65.48837              197.24250
## 2090        426.6667               71.44186              203.47121
## 2091        445.6296               67.47287              199.31873
## 2092        433.7778               63.50388              220.08110
## 2093        443.2593               61.51938              213.85239
## 2094        459.8519               67.47287              222.15734
## 2095        462.2222               59.53488              218.00487
## 2096        464.5926               63.50388              251.22466
## 2097        462.2222               61.51938              247.07218
## 2098        455.1111               55.56589              247.07218
## 2099        433.7778               55.56589              249.14842
## 2100        429.0370               53.58140              265.75831
## 2101        289.1852               63.50388              257.45337
## 2102        277.3333               63.50388              247.07218
## 2103        279.7037               63.50388              242.91971
## 2104        296.2963               61.51938              244.99594
## 2105        298.6667               61.51938              240.84347
## 2106        296.2963               57.55039              234.61476
## 2107        312.8889               55.56589              234.61476
## 2108        305.7778               53.58140              228.38605
## 2109        315.2593               53.58140              220.08110
## 2110        331.8519               53.58140              220.08110
## 2111        355.5556               53.58140              226.30981
## 2112        346.0741               53.58140              222.15734
## 2113        341.3333               51.59690              213.85239
## 2114        284.4444               49.61240              199.31873
## 2115        336.5926               47.62791              191.01379
## 2116        402.9630               45.64341              186.86131
## 2117        346.0741               45.64341              182.70884
## 2118        341.3333               43.65891              182.70884
## 2119        336.5926               43.65891              178.55637
## 2120        334.2222               43.65891              174.40389
## 2121        324.7407               33.73643              168.17518
## 2122        336.5926               33.73643              168.17518
## 2123        320.0000               33.73643              168.17518
## 2124        317.6296               31.75194              166.09895
## 2125        336.5926               35.72093              172.32766
## 2126        331.8519               37.70543              178.55637
## 2127        341.3333               39.68992              188.93755
## 2128        343.7037               39.68992              186.86131
## 2129        350.8148               43.65891              193.09002
## 2130        334.2222               45.64341              178.55637
## 2131        343.7037               47.62791              180.63260
## 2132        357.9259               49.61240              186.86131
## 2133        357.9259               53.58140              199.31873
## 2134        376.8889               49.61240              218.00487
## 2135        381.6296               45.64341              220.08110
## 2136        398.2222               43.65891              230.46229
## 2137        421.9259               47.62791              249.14842
## 2138        452.7407               47.62791              263.68208
## 2139        438.5185               47.62791              274.06326
## 2140        440.8889               43.65891              269.91079
## 2141        429.0370               43.65891              280.29197
## 2142        421.9259               39.68992              271.98702
## 2143        237.0370              101.20930              186.86131
## 2144        241.7778              105.17829              182.70884
## 2145        244.1481              103.19380              180.63260
## 2146        246.5185              101.20930              176.48013
## 2147        244.1481              105.17829              174.40389
## 2148        251.2593              103.19380              172.32766
## 2149        251.2593              101.20930              170.25142
## 2150        248.8889               99.22481              166.09895
## 2151        251.2593               97.24031              161.94647
## 2152        253.6296               95.25581              159.87024
## 2153        258.3704               93.27132              157.79400
## 2154        258.3704               93.27132              155.71776
## 2155        253.6296               89.30233              151.56529
## 2156        253.6296               87.31783              149.48905
## 2157        253.6296               85.33333              145.33658
## 2158        256.0000               81.36434              141.18410
## 2159        260.7407               79.37984              137.03163
## 2160        260.7407               75.41085              132.87916
## 2161        256.0000               75.41085              137.03163
## 2162        253.6296               75.41085              130.80292
## 2163        253.6296               73.42636              126.65045
## 2164        253.6296               71.44186              130.80292
## 2165        253.6296               69.45736              132.87916
## 2166        263.1111               69.45736              132.87916
## 2167        263.1111               67.47287              139.10787
## 2168        267.8519               67.47287              141.18410
## 2169        270.2222               69.45736              149.48905
## 2170        282.0741               67.47287              151.56529
## 2171        291.5556               75.41085              166.09895
## 2172        289.1852               77.39535              174.40389
## 2173        296.2963               79.37984              178.55637
## 2174        296.2963               85.33333              188.93755
## 2175        293.9259               87.31783              193.09002
## 2176        296.2963               85.33333              203.47121
## 2177        296.2963               85.33333              209.69992
## 2178        310.5185               85.33333              213.85239
## 2179        310.5185               85.33333              220.08110
## 2180        310.5185               83.34884              222.15734
## 2181        315.2593               79.37984              226.30981
## 2182        305.7778               75.41085              226.30981
## 2183        298.6667               71.44186              228.38605
## 2184        296.2963               67.47287              228.38605
## 2185        260.7407               71.44186              188.93755
## 2186        265.4815               71.44186              186.86131
## 2187        270.2222               69.45736              180.63260
## 2188        272.5926               69.45736              178.55637
## 2189        274.9630               67.47287              174.40389
## 2190        277.3333               67.47287              172.32766
## 2191        284.4444               65.48837              170.25142
## 2192        284.4444               63.50388              164.02271
## 2193        291.5556               59.53488              159.87024
## 2194        296.2963               59.53488              157.79400
## 2195        301.0370               57.55039              157.79400
## 2196        303.4074               59.53488              153.64152
## 2197        301.0370               55.56589              149.48905
## 2198        301.0370               53.58140              147.41281
## 2199        303.4074               51.59690              141.18410
## 2200        303.4074               51.59690              141.18410
## 2201        308.1481               49.61240              132.87916
## 2202        305.7778               45.64341              134.95539
## 2203        305.7778               47.62791              130.80292
## 2204        305.7778               47.62791              130.80292
## 2205        303.4074               45.64341              130.80292
## 2206        298.6667               45.64341              128.72668
## 2207        303.4074               45.64341              128.72668
## 2208        305.7778               43.65891              128.72668
## 2209        308.1481               43.65891              130.80292
## 2210        308.1481               43.65891              139.10787
## 2211        310.5185               45.64341              141.18410
## 2212        320.0000               45.64341              139.10787
## 2213        327.1111               51.59690              153.64152
## 2214        322.3704               51.59690              149.48905
## 2215        327.1111               57.55039              155.71776
## 2216        327.1111               59.53488              159.87024
## 2217        327.1111               59.53488              161.94647
## 2218        324.7407               55.56589              174.40389
## 2219        331.8519               53.58140              174.40389
## 2220        336.5926               49.61240              180.63260
## 2221        336.5926               53.58140              182.70884
## 2222        336.5926               51.59690              193.09002
## 2223        336.5926               47.62791              199.31873
## 2224        331.8519               45.64341              197.24250
## 2225        320.0000               43.65891              197.24250
## 2226        312.8889               41.67442              199.31873
## 2227        251.2593               73.42636              168.17518
## 2228        258.3704               73.42636              166.09895
## 2229        263.1111               73.42636              164.02271
## 2230        265.4815               71.44186              159.87024
## 2231        263.1111               69.45736              155.71776
## 2232        274.9630               67.47287              153.64152
## 2233        279.7037               67.47287              151.56529
## 2234        274.9630               65.48837              147.41281
## 2235        277.3333               63.50388              145.33658
## 2236        286.8148               61.51938              143.26034
## 2237        296.2963               61.51938              141.18410
## 2238        298.6667               61.51938              141.18410
## 2239        301.0370               59.53488              139.10787
## 2240        298.6667               57.55039              134.95539
## 2241        301.0370               57.55039              132.87916
## 2242        301.0370               53.58140              132.87916
## 2243        303.4074               51.59690              128.72668
## 2244        305.7778               49.61240              124.57421
## 2245        308.1481               49.61240              126.65045
## 2246        308.1481               49.61240              124.57421
## 2247        308.1481               47.62791              124.57421
## 2248        308.1481               45.64341              124.57421
## 2249        308.1481               45.64341              126.65045
## 2250        305.7778               43.65891              126.65045
## 2251        310.5185               43.65891              132.87916
## 2252        315.2593               43.65891              137.03163
## 2253        315.2593               45.64341              143.26034
## 2254        310.5185               45.64341              143.26034
## 2255        322.3704               51.59690              153.64152
## 2256        315.2593               51.59690              153.64152
## 2257        317.6296               53.58140              153.64152
## 2258        317.6296               53.58140              159.87024
## 2259        322.3704               55.56589              164.02271
## 2260        317.6296               53.58140              178.55637
## 2261        317.6296               53.58140              186.86131
## 2262        322.3704               49.61240              188.93755
## 2263        324.7407               45.64341              195.16626
## 2264        322.3704               47.62791              203.47121
## 2265        308.1481               45.64341              201.39497
## 2266        301.0370               39.68992              205.54745
## 2267        296.2963               37.70543              207.62368
## 2268        286.8148               37.70543              203.47121
## 2269        244.1481              111.13178              188.93755
## 2270        239.4074              107.16279              176.48013
## 2271        244.1481              109.14729              174.40389
## 2272        248.8889              103.19380              170.25142
## 2273        251.2593              109.14729              166.09895
## 2274        248.8889              109.14729              168.17518
## 2275        248.8889              113.11628              168.17518
## 2276        246.5185              107.16279              161.94647
## 2277        251.2593               95.25581              157.79400
## 2278        263.1111              103.19380              157.79400
## 2279        272.5926              101.20930              157.79400
## 2280        277.3333               97.24031              157.79400
## 2281        267.8519              101.20930              157.79400
## 2282        270.2222               99.22481              151.56529
## 2283        277.3333               95.25581              147.41281
## 2284        277.3333               91.28682              143.26034
## 2285        279.7037               87.31783              141.18410
## 2286        282.0741               85.33333              141.18410
## 2287        286.8148               85.33333              141.18410
## 2288        284.4444               85.33333              134.95539
## 2289        282.0741               85.33333              132.87916
## 2290        284.4444               87.31783              134.95539
## 2291        289.1852               85.33333              139.10787
## 2292        291.5556               79.37984              137.03163
## 2293        284.4444               81.36434              145.33658
## 2294        298.6667               83.34884              149.48905
## 2295        315.2593               89.30233              157.79400
## 2296        308.1481               87.31783              157.79400
## 2297        324.7407               99.22481              174.40389
## 2298        320.0000              101.20930              174.40389
## 2299        322.3704              111.13178              178.55637
## 2300        327.1111              123.03876              184.78508
## 2301        329.4815              128.99225              191.01379
## 2302        324.7407              128.99225              205.54745
## 2303        331.8519              121.05426              213.85239
## 2304        336.5926              121.05426              222.15734
## 2305        341.3333              117.08527              228.38605
## 2306        353.1852              119.06977              240.84347
## 2307        348.4444              117.08527              247.07218
## 2308        343.7037              111.13178              249.14842
## 2309        329.4815              109.14729              255.37713
## 2310        320.0000              105.17829              249.14842
## 2311        248.8889               87.31783              180.63260
## 2312        251.2593               87.31783              176.48013
## 2313        256.0000               87.31783              172.32766
## 2314        258.3704               83.34884              168.17518
## 2315        260.7407               85.33333              166.09895
## 2316        265.4815               83.34884              164.02271
## 2317        267.8519               83.34884              161.94647
## 2318        265.4815               81.36434              157.79400
## 2319        270.2222               75.41085              153.64152
## 2320        277.3333               77.39535              151.56529
## 2321        284.4444               75.41085              151.56529
## 2322        286.8148               75.41085              149.48905
## 2323        284.4444               73.42636              147.41281
## 2324        284.4444               71.44186              145.33658
## 2325        286.8148               69.45736              141.18410
## 2326        286.8148               67.47287              139.10787
## 2327        291.5556               65.48837              132.87916
## 2328        291.5556               61.51938              132.87916
## 2329        291.5556               61.51938              132.87916
## 2330        291.5556               61.51938              130.80292
## 2331        289.1852               59.53488              128.72668
## 2332        289.1852               59.53488              128.72668
## 2333        291.5556               59.53488              130.80292
## 2334        293.9259               57.55039              130.80292
## 2335        296.2963               55.56589              134.95539
## 2336        298.6667               55.56589              141.18410
## 2337        305.7778               59.53488              147.41281
## 2338        305.7778               59.53488              147.41281
## 2339        317.6296               65.48837              159.87024
## 2340        312.8889               67.47287              161.94647
## 2341        315.2593               71.44186              164.02271
## 2342        317.6296               75.41085              172.32766
## 2343        320.0000               77.39535              174.40389
## 2344        315.2593               75.41085              188.93755
## 2345        320.0000               73.42636              195.16626
## 2346        324.7407               71.44186              199.31873
## 2347        327.1111               71.44186              203.47121
## 2348        329.4815               69.45736              211.77616
## 2349        324.7407               67.47287              215.92863
## 2350        317.6296               61.51938              215.92863
## 2351        308.1481               59.53488              218.00487
## 2352        301.0370               57.55039              215.92863
## 2353              NA                     NA                     NA
## 2354              NA                     NA                     NA
## 2355              NA                     NA                     NA
## 2356              NA                     NA                     NA
## 2357              NA                     NA                     NA
## 2358              NA                     NA                     NA
## 2359              NA                     NA                     NA
## 2360              NA                     NA                     NA
## 2361              NA                     NA                     NA
## 2362              NA                     NA                     NA
## 2363              NA                     NA                     NA
## 2364              NA                     NA                     NA
## 2365              NA                     NA                     NA
## 2366              NA                     NA                     NA
## 2367              NA                     NA                     NA
## 2368              NA                     NA                     NA
## 2369              NA                     NA                     NA
## 2370              NA                     NA                     NA
## 2371              NA                     NA                     NA
## 2372              NA                     NA                     NA
## 2373              NA                     NA                     NA
## 2374              NA                     NA                     NA
## 2375              NA                     NA                     NA
## 2376              NA                     NA                     NA
## 2377              NA                     NA                     NA
## 2378              NA                     NA                     NA
## 2379              NA                     NA                     NA
## 2380              NA                     NA                     NA
## 2381              NA                     NA                     NA
## 2382              NA                     NA                     NA
## 2383              NA                     NA                     NA
## 2384              NA                     NA                     NA
## 2385              NA                     NA                     NA
## 2386              NA                     NA                     NA
##      number_of_drinks_total
## 1                  424.5333
## 2                  424.5333
## 3                  428.8000
## 4                  428.8000
## 5                  426.6667
## 6                  424.5333
## 7                  426.6667
## 8                  422.4000
## 9                  422.4000
## 10                 422.4000
## 11                 428.8000
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## 13                 416.0000
## 14                 407.4667
## 15                 407.4667
## 16                 405.3333
## 17                 409.6000
## 18                 396.8000
## 19                 401.0667
## 20                 398.9333
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## 23                 401.0667
## 24                 388.2667
## 25                 398.9333
## 26                 396.8000
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## 29                 409.6000
## 30                 405.3333
## 31                 409.6000
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## 33                 409.6000
## 34                 409.6000
## 35                 407.4667
## 36                 405.3333
## 37                 405.3333
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## 582                601.6000
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## 2294               509.8667
## 2295               541.8667
## 2296               533.3333
## 2297               578.1333
## 2298               573.8667
## 2299               595.2000
## 2300               616.5333
## 2301               631.4667
## 2302               642.1333
## 2303               648.5333
## 2304               661.3333
## 2305               667.7333
## 2306               691.2000
## 2307               691.2000
## 2308               686.9333
## 2309               678.4000
## 2310               657.0667
## 2311               501.3333
## 2312               501.3333
## 2313               501.3333
## 2314               497.0667
## 2315               494.9333
## 2316               497.0667
## 2317               499.2000
## 2318               488.5333
## 2319               482.1333
## 2320               488.5333
## 2321               492.8000
## 2322               492.8000
## 2323               486.4000
## 2324               480.0000
## 2325               477.8667
## 2326               473.6000
## 2327               469.3333
## 2328               465.0667
## 2329               467.2000
## 2330               462.9333
## 2331               458.6667
## 2332               458.6667
## 2333               460.8000
## 2334               458.6667
## 2335               465.0667
## 2336               475.7333
## 2337               490.6667
## 2338               490.6667
## 2339               522.6667
## 2340               518.4000
## 2341               531.2000
## 2342               544.0000
## 2343               550.4000
## 2344               558.9333
## 2345               565.3333
## 2346               573.8667
## 2347               580.2667
## 2348               588.8000
## 2349               586.6667
## 2350               576.0000
## 2351               567.4667
## 2352               554.6667
## 2353                     NA
## 2354                     NA
## 2355                     NA
## 2356                     NA
## 2357                     NA
## 2358                     NA
## 2359                     NA
## 2360                     NA
## 2361                     NA
## 2362                     NA
## 2363                     NA
## 2364                     NA
## 2365                     NA
## 2366                     NA
## 2367                     NA
## 2368                     NA
## 2369                     NA
## 2370                     NA
## 2371                     NA
## 2372                     NA
## 2373                     NA
## 2374                     NA
## 2375                     NA
## 2376                     NA
## 2377                     NA
## 2378                     NA
## 2379                     NA
## 2380                     NA
## 2381                     NA
## 2382                     NA
## 2383                     NA
## 2384                     NA
## 2385                     NA
## 2386                     NA
Consumption_Data2 <- Consumption_Data %>%
  dplyr::select(state, year, ethanol_beer_gallons_per_capita, number_of_beers)
Consumption_Data2
##                                                                                                                                                                                                          state
## 1                                                                                                                                                                                                      alabama
## 2                                                                                                                                                                                                      alabama
## 3                                                                                                                                                                                                      alabama
## 4                                                                                                                                                                                                      alabama
## 5                                                                                                                                                                                                      alabama
## 6                                                                                                                                                                                                      alabama
## 7                                                                                                                                                                                                      alabama
## 8                                                                                                                                                                                                      alabama
## 9                                                                                                                                                                                                      alabama
## 10                                                                                                                                                                                                     alabama
## 11                                                                                                                                                                                                     alabama
## 12                                                                                                                                                                                                     alabama
## 13                                                                                                                                                                                                     alabama
## 14                                                                                                                                                                                                     alabama
## 15                                                                                                                                                                                                     alabama
## 16                                                                                                                                                                                                     alabama
## 17                                                                                                                                                                                                     alabama
## 18                                                                                                                                                                                                     alabama
## 19                                                                                                                                                                                                     alabama
## 20                                                                                                                                                                                                     alabama
## 21                                                                                                                                                                                                     alabama
## 22                                                                                                                                                                                                     alabama
## 23                                                                                                                                                                                                     alabama
## 24                                                                                                                                                                                                     alabama
## 25                                                                                                                                                                                                     alabama
## 26                                                                                                                                                                                                     alabama
## 27                                                                                                                                                                                                     alabama
## 28                                                                                                                                                                                                     alabama
## 29                                                                                                                                                                                                     alabama
## 30                                                                                                                                                                                                     alabama
## 31                                                                                                                                                                                                     alabama
## 32                                                                                                                                                                                                     alabama
## 33                                                                                                                                                                                                     alabama
## 34                                                                                                                                                                                                     alabama
## 35                                                                                                                                                                                                     alabama
## 36                                                                                                                                                                                                     alabama
## 37                                                                                                                                                                                                     alabama
## 38                                                                                                                                                                                                     alabama
## 39                                                                                                                                                                                                     alabama
## 40                                                                                                                                                                                                     alabama
## 41                                                                                                                                                                                                     alabama
## 42                                                                                                                                                                                                     alabama
## 43                                                                                                                                                                                                      alaska
## 44                                                                                                                                                                                                      alaska
## 45                                                                                                                                                                                                      alaska
## 46                                                                                                                                                                                                      alaska
## 47                                                                                                                                                                                                      alaska
## 48                                                                                                                                                                                                      alaska
## 49                                                                                                                                                                                                      alaska
## 50                                                                                                                                                                                                      alaska
## 51                                                                                                                                                                                                      alaska
## 52                                                                                                                                                                                                      alaska
## 53                                                                                                                                                                                                      alaska
## 54                                                                                                                                                                                                      alaska
## 55                                                                                                                                                                                                      alaska
## 56                                                                                                                                                                                                      alaska
## 57                                                                                                                                                                                                      alaska
## 58                                                                                                                                                                                                      alaska
## 59                                                                                                                                                                                                      alaska
## 60                                                                                                                                                                                                      alaska
## 61                                                                                                                                                                                                      alaska
## 62                                                                                                                                                                                                      alaska
## 63                                                                                                                                                                                                      alaska
## 64                                                                                                                                                                                                      alaska
## 65                                                                                                                                                                                                      alaska
## 66                                                                                                                                                                                                      alaska
## 67                                                                                                                                                                                                      alaska
## 68                                                                                                                                                                                                      alaska
## 69                                                                                                                                                                                                      alaska
## 70                                                                                                                                                                                                      alaska
## 71                                                                                                                                                                                                      alaska
## 72                                                                                                                                                                                                      alaska
## 73                                                                                                                                                                                                      alaska
## 74                                                                                                                                                                                                      alaska
## 75                                                                                                                                                                                                      alaska
## 76                                                                                                                                                                                                      alaska
## 77                                                                                                                                                                                                      alaska
## 78                                                                                                                                                                                                      alaska
## 79                                                                                                                                                                                                      alaska
## 80                                                                                                                                                                                                      alaska
## 81                                                                                                                                                                                                      alaska
## 82                                                                                                                                                                                                      alaska
## 83                                                                                                                                                                                                      alaska
## 84                                                                                                                                                                                                      alaska
## 85                                                                                                                                                                                                     arizona
## 86                                                                                                                                                                                                     arizona
## 87                                                                                                                                                                                                     arizona
## 88                                                                                                                                                                                                     arizona
## 89                                                                                                                                                                                                     arizona
## 90                                                                                                                                                                                                     arizona
## 91                                                                                                                                                                                                     arizona
## 92                                                                                                                                                                                                     arizona
## 93                                                                                                                                                                                                     arizona
## 94                                                                                                                                                                                                     arizona
## 95                                                                                                                                                                                                     arizona
## 96                                                                                                                                                                                                     arizona
## 97                                                                                                                                                                                                     arizona
## 98                                                                                                                                                                                                     arizona
## 99                                                                                                                                                                                                     arizona
## 100                                                                                                                                                                                                    arizona
## 101                                                                                                                                                                                                    arizona
## 102                                                                                                                                                                                                    arizona
## 103                                                                                                                                                                                                    arizona
## 104                                                                                                                                                                                                    arizona
## 105                                                                                                                                                                                                    arizona
## 106                                                                                                                                                                                                    arizona
## 107                                                                                                                                                                                                    arizona
## 108                                                                                                                                                                                                    arizona
## 109                                                                                                                                                                                                    arizona
## 110                                                                                                                                                                                                    arizona
## 111                                                                                                                                                                                                    arizona
## 112                                                                                                                                                                                                    arizona
## 113                                                                                                                                                                                                    arizona
## 114                                                                                                                                                                                                    arizona
## 115                                                                                                                                                                                                    arizona
## 116                                                                                                                                                                                                    arizona
## 117                                                                                                                                                                                                    arizona
## 118                                                                                                                                                                                                    arizona
## 119                                                                                                                                                                                                    arizona
## 120                                                                                                                                                                                                    arizona
## 121                                                                                                                                                                                                    arizona
## 122                                                                                                                                                                                                    arizona
## 123                                                                                                                                                                                                    arizona
## 124                                                                                                                                                                                                    arizona
## 125                                                                                                                                                                                                    arizona
## 126                                                                                                                                                                                                    arizona
## 127                                                                                                                                                                                                   arkansas
## 128                                                                                                                                                                                                   arkansas
## 129                                                                                                                                                                                                   arkansas
## 130                                                                                                                                                                                                   arkansas
## 131                                                                                                                                                                                                   arkansas
## 132                                                                                                                                                                                                   arkansas
## 133                                                                                                                                                                                                   arkansas
## 134                                                                                                                                                                                                   arkansas
## 135                                                                                                                                                                                                   arkansas
## 136                                                                                                                                                                                                   arkansas
## 137                                                                                                                                                                                                   arkansas
## 138                                                                                                                                                                                                   arkansas
## 139                                                                                                                                                                                                   arkansas
## 140                                                                                                                                                                                                   arkansas
## 141                                                                                                                                                                                                   arkansas
## 142                                                                                                                                                                                                   arkansas
## 143                                                                                                                                                                                                   arkansas
## 144                                                                                                                                                                                                   arkansas
## 145                                                                                                                                                                                                   arkansas
## 146                                                                                                                                                                                                   arkansas
## 147                                                                                                                                                                                                   arkansas
## 148                                                                                                                                                                                                   arkansas
## 149                                                                                                                                                                                                   arkansas
## 150                                                                                                                                                                                                   arkansas
## 151                                                                                                                                                                                                   arkansas
## 152                                                                                                                                                                                                   arkansas
## 153                                                                                                                                                                                                   arkansas
## 154                                                                                                                                                                                                   arkansas
## 155                                                                                                                                                                                                   arkansas
## 156                                                                                                                                                                                                   arkansas
## 157                                                                                                                                                                                                   arkansas
## 158                                                                                                                                                                                                   arkansas
## 159                                                                                                                                                                                                   arkansas
## 160                                                                                                                                                                                                   arkansas
## 161                                                                                                                                                                                                   arkansas
## 162                                                                                                                                                                                                   arkansas
## 163                                                                                                                                                                                                   arkansas
## 164                                                                                                                                                                                                   arkansas
## 165                                                                                                                                                                                                   arkansas
## 166                                                                                                                                                                                                   arkansas
## 167                                                                                                                                                                                                   arkansas
## 168                                                                                                                                                                                                   arkansas
## 169                                                                                                                                                                                                 california
## 170                                                                                                                                                                                                 california
## 171                                                                                                                                                                                                 california
## 172                                                                                                                                                                                                 california
## 173                                                                                                                                                                                                 california
## 174                                                                                                                                                                                                 california
## 175                                                                                                                                                                                                 california
## 176                                                                                                                                                                                                 california
## 177                                                                                                                                                                                                 california
## 178                                                                                                                                                                                                 california
## 179                                                                                                                                                                                                 california
## 180                                                                                                                                                                                                 california
## 181                                                                                                                                                                                                 california
## 182                                                                                                                                                                                                 california
## 183                                                                                                                                                                                                 california
## 184                                                                                                                                                                                                 california
## 185                                                                                                                                                                                                 california
## 186                                                                                                                                                                                                 california
## 187                                                                                                                                                                                                 california
## 188                                                                                                                                                                                                 california
## 189                                                                                                                                                                                                 california
## 190                                                                                                                                                                                                 california
## 191                                                                                                                                                                                                 california
## 192                                                                                                                                                                                                 california
## 193                                                                                                                                                                                                 california
## 194                                                                                                                                                                                                 california
## 195                                                                                                                                                                                                 california
## 196                                                                                                                                                                                                 california
## 197                                                                                                                                                                                                 california
## 198                                                                                                                                                                                                 california
## 199                                                                                                                                                                                                 california
## 200                                                                                                                                                                                                 california
## 201                                                                                                                                                                                                 california
## 202                                                                                                                                                                                                 california
## 203                                                                                                                                                                                                 california
## 204                                                                                                                                                                                                 california
## 205                                                                                                                                                                                                 california
## 206                                                                                                                                                                                                 california
## 207                                                                                                                                                                                                 california
## 208                                                                                                                                                                                                 california
## 209                                                                                                                                                                                                 california
## 210                                                                                                                                                                                                 california
## 211                                                                                                                                                                                                   colorado
## 212                                                                                                                                                                                                   colorado
## 213                                                                                                                                                                                                   colorado
## 214                                                                                                                                                                                                   colorado
## 215                                                                                                                                                                                                   colorado
## 216                                                                                                                                                                                                   colorado
## 217                                                                                                                                                                                                   colorado
## 218                                                                                                                                                                                                   colorado
## 219                                                                                                                                                                                                   colorado
## 220                                                                                                                                                                                                   colorado
## 221                                                                                                                                                                                                   colorado
## 222                                                                                                                                                                                                   colorado
## 223                                                                                                                                                                                                   colorado
## 224                                                                                                                                                                                                   colorado
## 225                                                                                                                                                                                                   colorado
## 226                                                                                                                                                                                                   colorado
## 227                                                                                                                                                                                                   colorado
## 228                                                                                                                                                                                                   colorado
## 229                                                                                                                                                                                                   colorado
## 230                                                                                                                                                                                                   colorado
## 231                                                                                                                                                                                                   colorado
## 232                                                                                                                                                                                                   colorado
## 233                                                                                                                                                                                                   colorado
## 234                                                                                                                                                                                                   colorado
## 235                                                                                                                                                                                                   colorado
## 236                                                                                                                                                                                                   colorado
## 237                                                                                                                                                                                                   colorado
## 238                                                                                                                                                                                                   colorado
## 239                                                                                                                                                                                                   colorado
## 240                                                                                                                                                                                                   colorado
## 241                                                                                                                                                                                                   colorado
## 242                                                                                                                                                                                                   colorado
## 243                                                                                                                                                                                                   colorado
## 244                                                                                                                                                                                                   colorado
## 245                                                                                                                                                                                                   colorado
## 246                                                                                                                                                                                                   colorado
## 247                                                                                                                                                                                                   colorado
## 248                                                                                                                                                                                                   colorado
## 249                                                                                                                                                                                                   colorado
## 250                                                                                                                                                                                                   colorado
## 251                                                                                                                                                                                                   colorado
## 252                                                                                                                                                                                                   colorado
## 253                                                                                                                                                                                                connecticut
## 254                                                                                                                                                                                                connecticut
## 255                                                                                                                                                                                                connecticut
## 256                                                                                                                                                                                                connecticut
## 257                                                                                                                                                                                                connecticut
## 258                                                                                                                                                                                                connecticut
## 259                                                                                                                                                                                                connecticut
## 260                                                                                                                                                                                                connecticut
## 261                                                                                                                                                                                                connecticut
## 262                                                                                                                                                                                                connecticut
## 263                                                                                                                                                                                                connecticut
## 264                                                                                                                                                                                                connecticut
## 265                                                                                                                                                                                                connecticut
## 266                                                                                                                                                                                                connecticut
## 267                                                                                                                                                                                                connecticut
## 268                                                                                                                                                                                                connecticut
## 269                                                                                                                                                                                                connecticut
## 270                                                                                                                                                                                                connecticut
## 271                                                                                                                                                                                                connecticut
## 272                                                                                                                                                                                                connecticut
## 273                                                                                                                                                                                                connecticut
## 274                                                                                                                                                                                                connecticut
## 275                                                                                                                                                                                                connecticut
## 276                                                                                                                                                                                                connecticut
## 277                                                                                                                                                                                                connecticut
## 278                                                                                                                                                                                                connecticut
## 279                                                                                                                                                                                                connecticut
## 280                                                                                                                                                                                                connecticut
## 281                                                                                                                                                                                                connecticut
## 282                                                                                                                                                                                                connecticut
## 283                                                                                                                                                                                                connecticut
## 284                                                                                                                                                                                                connecticut
## 285                                                                                                                                                                                                connecticut
## 286                                                                                                                                                                                                connecticut
## 287                                                                                                                                                                                                connecticut
## 288                                                                                                                                                                                                connecticut
## 289                                                                                                                                                                                                connecticut
## 290                                                                                                                                                                                                connecticut
## 291                                                                                                                                                                                                connecticut
## 292                                                                                                                                                                                                connecticut
## 293                                                                                                                                                                                                connecticut
## 294                                                                                                                                                                                                connecticut
## 295                                                                                                                                                                                                   delaware
## 296                                                                                                                                                                                                   delaware
## 297                                                                                                                                                                                                   delaware
## 298                                                                                                                                                                                                   delaware
## 299                                                                                                                                                                                                   delaware
## 300                                                                                                                                                                                                   delaware
## 301                                                                                                                                                                                                   delaware
## 302                                                                                                                                                                                                   delaware
## 303                                                                                                                                                                                                   delaware
## 304                                                                                                                                                                                                   delaware
## 305                                                                                                                                                                                                   delaware
## 306                                                                                                                                                                                                   delaware
## 307                                                                                                                                                                                                   delaware
## 308                                                                                                                                                                                                   delaware
## 309                                                                                                                                                                                                   delaware
## 310                                                                                                                                                                                                   delaware
## 311                                                                                                                                                                                                   delaware
## 312                                                                                                                                                                                                   delaware
## 313                                                                                                                                                                                                   delaware
## 314                                                                                                                                                                                                   delaware
## 315                                                                                                                                                                                                   delaware
## 316                                                                                                                                                                                                   delaware
## 317                                                                                                                                                                                                   delaware
## 318                                                                                                                                                                                                   delaware
## 319                                                                                                                                                                                                   delaware
## 320                                                                                                                                                                                                   delaware
## 321                                                                                                                                                                                                   delaware
## 322                                                                                                                                                                                                   delaware
## 323                                                                                                                                                                                                   delaware
## 324                                                                                                                                                                                                   delaware
## 325                                                                                                                                                                                                   delaware
## 326                                                                                                                                                                                                   delaware
## 327                                                                                                                                                                                                   delaware
## 328                                                                                                                                                                                                   delaware
## 329                                                                                                                                                                                                   delaware
## 330                                                                                                                                                                                                   delaware
## 331                                                                                                                                                                                                   delaware
## 332                                                                                                                                                                                                   delaware
## 333                                                                                                                                                                                                   delaware
## 334                                                                                                                                                                                                   delaware
## 335                                                                                                                                                                                                   delaware
## 336                                                                                                                                                                                                   delaware
## 337                                                                                                                                                                                       district of columbia
## 338                                                                                                                                                                                       district of columbia
## 339                                                                                                                                                                                       district of columbia
## 340                                                                                                                                                                                       district of columbia
## 341                                                                                                                                                                                       district of columbia
## 342                                                                                                                                                                                       district of columbia
## 343                                                                                                                                                                                       district of columbia
## 344                                                                                                                                                                                       district of columbia
## 345                                                                                                                                                                                       district of columbia
## 346                                                                                                                                                                                       district of columbia
## 347                                                                                                                                                                                       district of columbia
## 348                                                                                                                                                                                       district of columbia
## 349                                                                                                                                                                                       district of columbia
## 350                                                                                                                                                                                       district of columbia
## 351                                                                                                                                                                                       district of columbia
## 352                                                                                                                                                                                       district of columbia
## 353                                                                                                                                                                                       district of columbia
## 354                                                                                                                                                                                       district of columbia
## 355                                                                                                                                                                                       district of columbia
## 356                                                                                                                                                                                       district of columbia
## 357                                                                                                                                                                                       district of columbia
## 358                                                                                                                                                                                       district of columbia
## 359                                                                                                                                                                                       district of columbia
## 360                                                                                                                                                                                       district of columbia
## 361                                                                                                                                                                                       district of columbia
## 362                                                                                                                                                                                       district of columbia
## 363                                                                                                                                                                                       district of columbia
## 364                                                                                                                                                                                       district of columbia
## 365                                                                                                                                                                                       district of columbia
## 366                                                                                                                                                                                       district of columbia
## 367                                                                                                                                                                                       district of columbia
## 368                                                                                                                                                                                       district of columbia
## 369                                                                                                                                                                                       district of columbia
## 370                                                                                                                                                                                       district of columbia
## 371                                                                                                                                                                                       district of columbia
## 372                                                                                                                                                                                       district of columbia
## 373                                                                                                                                                                                       district of columbia
## 374                                                                                                                                                                                       district of columbia
## 375                                                                                                                                                                                       district of columbia
## 376                                                                                                                                                                                       district of columbia
## 377                                                                                                                                                                                       district of columbia
## 378                                                                                                                                                                                       district of columbia
## 379                                                                                                                                                                                                    florida
## 380                                                                                                                                                                                                    florida
## 381                                                                                                                                                                                                    florida
## 382                                                                                                                                                                                                    florida
## 383                                                                                                                                                                                                    florida
## 384                                                                                                                                                                                                    florida
## 385                                                                                                                                                                                                    florida
## 386                                                                                                                                                                                                    florida
## 387                                                                                                                                                                                                    florida
## 388                                                                                                                                                                                                    florida
## 389                                                                                                                                                                                                    florida
## 390                                                                                                                                                                                                    florida
## 391                                                                                                                                                                                                    florida
## 392                                                                                                                                                                                                    florida
## 393                                                                                                                                                                                                    florida
## 394                                                                                                                                                                                                    florida
## 395                                                                                                                                                                                                    florida
## 396                                                                                                                                                                                                    florida
## 397                                                                                                                                                                                                    florida
## 398                                                                                                                                                                                                    florida
## 399                                                                                                                                                                                                    florida
## 400                                                                                                                                                                                                    florida
## 401                                                                                                                                                                                                    florida
## 402                                                                                                                                                                                                    florida
## 403                                                                                                                                                                                                    florida
## 404                                                                                                                                                                                                    florida
## 405                                                                                                                                                                                                    florida
## 406                                                                                                                                                                                                    florida
## 407                                                                                                                                                                                                    florida
## 408                                                                                                                                                                                                    florida
## 409                                                                                                                                                                                                    florida
## 410                                                                                                                                                                                                    florida
## 411                                                                                                                                                                                                    florida
## 412                                                                                                                                                                                                    florida
## 413                                                                                                                                                                                                    florida
## 414                                                                                                                                                                                                    florida
## 415                                                                                                                                                                                                    florida
## 416                                                                                                                                                                                                    florida
## 417                                                                                                                                                                                                    florida
## 418                                                                                                                                                                                                    florida
## 419                                                                                                                                                                                                    florida
## 420                                                                                                                                                                                                    florida
## 421                                                                                                                                                                                                    georgia
## 422                                                                                                                                                                                                    georgia
## 423                                                                                                                                                                                                    georgia
## 424                                                                                                                                                                                                    georgia
## 425                                                                                                                                                                                                    georgia
## 426                                                                                                                                                                                                    georgia
## 427                                                                                                                                                                                                    georgia
## 428                                                                                                                                                                                                    georgia
## 429                                                                                                                                                                                                    georgia
## 430                                                                                                                                                                                                    georgia
## 431                                                                                                                                                                                                    georgia
## 432                                                                                                                                                                                                    georgia
## 433                                                                                                                                                                                                    georgia
## 434                                                                                                                                                                                                    georgia
## 435                                                                                                                                                                                                    georgia
## 436                                                                                                                                                                                                    georgia
## 437                                                                                                                                                                                                    georgia
## 438                                                                                                                                                                                                    georgia
## 439                                                                                                                                                                                                    georgia
## 440                                                                                                                                                                                                    georgia
## 441                                                                                                                                                                                                    georgia
## 442                                                                                                                                                                                                    georgia
## 443                                                                                                                                                                                                    georgia
## 444                                                                                                                                                                                                    georgia
## 445                                                                                                                                                                                                    georgia
## 446                                                                                                                                                                                                    georgia
## 447                                                                                                                                                                                                    georgia
## 448                                                                                                                                                                                                    georgia
## 449                                                                                                                                                                                                    georgia
## 450                                                                                                                                                                                                    georgia
## 451                                                                                                                                                                                                    georgia
## 452                                                                                                                                                                                                    georgia
## 453                                                                                                                                                                                                    georgia
## 454                                                                                                                                                                                                    georgia
## 455                                                                                                                                                                                                    georgia
## 456                                                                                                                                                                                                    georgia
## 457                                                                                                                                                                                                    georgia
## 458                                                                                                                                                                                                    georgia
## 459                                                                                                                                                                                                    georgia
## 460                                                                                                                                                                                                    georgia
## 461                                                                                                                                                                                                    georgia
## 462                                                                                                                                                                                                    georgia
## 463                                                                                                                                                                                                     hawaii
## 464                                                                                                                                                                                                     hawaii
## 465                                                                                                                                                                                                     hawaii
## 466                                                                                                                                                                                                     hawaii
## 467                                                                                                                                                                                                     hawaii
## 468                                                                                                                                                                                                     hawaii
## 469                                                                                                                                                                                                     hawaii
## 470                                                                                                                                                                                                     hawaii
## 471                                                                                                                                                                                                     hawaii
## 472                                                                                                                                                                                                     hawaii
## 473                                                                                                                                                                                                     hawaii
## 474                                                                                                                                                                                                     hawaii
## 475                                                                                                                                                                                                     hawaii
## 476                                                                                                                                                                                                     hawaii
## 477                                                                                                                                                                                                     hawaii
## 478                                                                                                                                                                                                     hawaii
## 479                                                                                                                                                                                                     hawaii
## 480                                                                                                                                                                                                     hawaii
## 481                                                                                                                                                                                                     hawaii
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## 483                                                                                                                                                                                                     hawaii
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## 485                                                                                                                                                                                                     hawaii
## 486                                                                                                                                                                                                     hawaii
## 487                                                                                                                                                                                                     hawaii
## 488                                                                                                                                                                                                     hawaii
## 489                                                                                                                                                                                                     hawaii
## 490                                                                                                                                                                                                     hawaii
## 491                                                                                                                                                                                                     hawaii
## 492                                                                                                                                                                                                     hawaii
## 493                                                                                                                                                                                                     hawaii
## 494                                                                                                                                                                                                     hawaii
## 495                                                                                                                                                                                                     hawaii
## 496                                                                                                                                                                                                     hawaii
## 497                                                                                                                                                                                                     hawaii
## 498                                                                                                                                                                                                     hawaii
## 499                                                                                                                                                                                                     hawaii
## 500                                                                                                                                                                                                     hawaii
## 501                                                                                                                                                                                                     hawaii
## 502                                                                                                                                                                                                     hawaii
## 503                                                                                                                                                                                                     hawaii
## 504                                                                                                                                                                                                     hawaii
## 505                                                                                                                                                                                                      idaho
## 506                                                                                                                                                                                                      idaho
## 507                                                                                                                                                                                                      idaho
## 508                                                                                                                                                                                                      idaho
## 509                                                                                                                                                                                                      idaho
## 510                                                                                                                                                                                                      idaho
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## 516                                                                                                                                                                                                      idaho
## 517                                                                                                                                                                                                      idaho
## 518                                                                                                                                                                                                      idaho
## 519                                                                                                                                                                                                      idaho
## 520                                                                                                                                                                                                      idaho
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## 522                                                                                                                                                                                                      idaho
## 523                                                                                                                                                                                                      idaho
## 524                                                                                                                                                                                                      idaho
## 525                                                                                                                                                                                                      idaho
## 526                                                                                                                                                                                                      idaho
## 527                                                                                                                                                                                                      idaho
## 528                                                                                                                                                                                                      idaho
## 529                                                                                                                                                                                                      idaho
## 530                                                                                                                                                                                                      idaho
## 531                                                                                                                                                                                                      idaho
## 532                                                                                                                                                                                                      idaho
## 533                                                                                                                                                                                                      idaho
## 534                                                                                                                                                                                                      idaho
## 535                                                                                                                                                                                                      idaho
## 536                                                                                                                                                                                                      idaho
## 537                                                                                                                                                                                                      idaho
## 538                                                                                                                                                                                                      idaho
## 539                                                                                                                                                                                                      idaho
## 540                                                                                                                                                                                                      idaho
## 541                                                                                                                                                                                                      idaho
## 542                                                                                                                                                                                                      idaho
## 543                                                                                                                                                                                                      idaho
## 544                                                                                                                                                                                                      idaho
## 545                                                                                                                                                                                                      idaho
## 546                                                                                                                                                                                                      idaho
## 547                                                                                                                                                                                                   illinois
## 548                                                                                                                                                                                                   illinois
## 549                                                                                                                                                                                                   illinois
## 550                                                                                                                                                                                                   illinois
## 551                                                                                                                                                                                                   illinois
## 552                                                                                                                                                                                                   illinois
## 553                                                                                                                                                                                                   illinois
## 554                                                                                                                                                                                                   illinois
## 555                                                                                                                                                                                                   illinois
## 556                                                                                                                                                                                                   illinois
## 557                                                                                                                                                                                                   illinois
## 558                                                                                                                                                                                                   illinois
## 559                                                                                                                                                                                                   illinois
## 560                                                                                                                                                                                                   illinois
## 561                                                                                                                                                                                                   illinois
## 562                                                                                                                                                                                                   illinois
## 563                                                                                                                                                                                                   illinois
## 564                                                                                                                                                                                                   illinois
## 565                                                                                                                                                                                                   illinois
## 566                                                                                                                                                                                                   illinois
## 567                                                                                                                                                                                                   illinois
## 568                                                                                                                                                                                                   illinois
## 569                                                                                                                                                                                                   illinois
## 570                                                                                                                                                                                                   illinois
## 571                                                                                                                                                                                                   illinois
## 572                                                                                                                                                                                                   illinois
## 573                                                                                                                                                                                                   illinois
## 574                                                                                                                                                                                                   illinois
## 575                                                                                                                                                                                                   illinois
## 576                                                                                                                                                                                                   illinois
## 577                                                                                                                                                                                                   illinois
## 578                                                                                                                                                                                                   illinois
## 579                                                                                                                                                                                                   illinois
## 580                                                                                                                                                                                                   illinois
## 581                                                                                                                                                                                                   illinois
## 582                                                                                                                                                                                                   illinois
## 583                                                                                                                                                                                                   illinois
## 584                                                                                                                                                                                                   illinois
## 585                                                                                                                                                                                                   illinois
## 586                                                                                                                                                                                                   illinois
## 587                                                                                                                                                                                                   illinois
## 588                                                                                                                                                                                                   illinois
## 589                                                                                                                                                                                                    indiana
## 590                                                                                                                                                                                                    indiana
## 591                                                                                                                                                                                                    indiana
## 592                                                                                                                                                                                                    indiana
## 593                                                                                                                                                                                                    indiana
## 594                                                                                                                                                                                                    indiana
## 595                                                                                                                                                                                                    indiana
## 596                                                                                                                                                                                                    indiana
## 597                                                                                                                                                                                                    indiana
## 598                                                                                                                                                                                                    indiana
## 599                                                                                                                                                                                                    indiana
## 600                                                                                                                                                                                                    indiana
## 601                                                                                                                                                                                                    indiana
## 602                                                                                                                                                                                                    indiana
## 603                                                                                                                                                                                                    indiana
## 604                                                                                                                                                                                                    indiana
## 605                                                                                                                                                                                                    indiana
## 606                                                                                                                                                                                                    indiana
## 607                                                                                                                                                                                                    indiana
## 608                                                                                                                                                                                                    indiana
## 609                                                                                                                                                                                                    indiana
## 610                                                                                                                                                                                                    indiana
## 611                                                                                                                                                                                                    indiana
## 612                                                                                                                                                                                                    indiana
## 613                                                                                                                                                                                                    indiana
## 614                                                                                                                                                                                                    indiana
## 615                                                                                                                                                                                                    indiana
## 616                                                                                                                                                                                                    indiana
## 617                                                                                                                                                                                                    indiana
## 618                                                                                                                                                                                                    indiana
## 619                                                                                                                                                                                                    indiana
## 620                                                                                                                                                                                                    indiana
## 621                                                                                                                                                                                                    indiana
## 622                                                                                                                                                                                                    indiana
## 623                                                                                                                                                                                                    indiana
## 624                                                                                                                                                                                                    indiana
## 625                                                                                                                                                                                                    indiana
## 626                                                                                                                                                                                                    indiana
## 627                                                                                                                                                                                                    indiana
## 628                                                                                                                                                                                                    indiana
## 629                                                                                                                                                                                                    indiana
## 630                                                                                                                                                                                                    indiana
## 631                                                                                                                                                                                                       iowa
## 632                                                                                                                                                                                                       iowa
## 633                                                                                                                                                                                                       iowa
## 634                                                                                                                                                                                                       iowa
## 635                                                                                                                                                                                                       iowa
## 636                                                                                                                                                                                                       iowa
## 637                                                                                                                                                                                                       iowa
## 638                                                                                                                                                                                                       iowa
## 639                                                                                                                                                                                                       iowa
## 640                                                                                                                                                                                                       iowa
## 641                                                                                                                                                                                                       iowa
## 642                                                                                                                                                                                                       iowa
## 643                                                                                                                                                                                                       iowa
## 644                                                                                                                                                                                                       iowa
## 645                                                                                                                                                                                                       iowa
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## 647                                                                                                                                                                                                       iowa
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## 651                                                                                                                                                                                                       iowa
## 652                                                                                                                                                                                                       iowa
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## 654                                                                                                                                                                                                       iowa
## 655                                                                                                                                                                                                       iowa
## 656                                                                                                                                                                                                       iowa
## 657                                                                                                                                                                                                       iowa
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## 659                                                                                                                                                                                                       iowa
## 660                                                                                                                                                                                                       iowa
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## 662                                                                                                                                                                                                       iowa
## 663                                                                                                                                                                                                       iowa
## 664                                                                                                                                                                                                       iowa
## 665                                                                                                                                                                                                       iowa
## 666                                                                                                                                                                                                       iowa
## 667                                                                                                                                                                                                       iowa
## 668                                                                                                                                                                                                       iowa
## 669                                                                                                                                                                                                       iowa
## 670                                                                                                                                                                                                       iowa
## 671                                                                                                                                                                                                       iowa
## 672                                                                                                                                                                                                       iowa
## 673                                                                                                                                                                                                     kansas
## 674                                                                                                                                                                                                     kansas
## 675                                                                                                                                                                                                     kansas
## 676                                                                                                                                                                                                     kansas
## 677                                                                                                                                                                                                     kansas
## 678                                                                                                                                                                                                     kansas
## 679                                                                                                                                                                                                     kansas
## 680                                                                                                                                                                                                     kansas
## 681                                                                                                                                                                                                     kansas
## 682                                                                                                                                                                                                     kansas
## 683                                                                                                                                                                                                     kansas
## 684                                                                                                                                                                                                     kansas
## 685                                                                                                                                                                                                     kansas
## 686                                                                                                                                                                                                     kansas
## 687                                                                                                                                                                                                     kansas
## 688                                                                                                                                                                                                     kansas
## 689                                                                                                                                                                                                     kansas
## 690                                                                                                                                                                                                     kansas
## 691                                                                                                                                                                                                     kansas
## 692                                                                                                                                                                                                     kansas
## 693                                                                                                                                                                                                     kansas
## 694                                                                                                                                                                                                     kansas
## 695                                                                                                                                                                                                     kansas
## 696                                                                                                                                                                                                     kansas
## 697                                                                                                                                                                                                     kansas
## 698                                                                                                                                                                                                     kansas
## 699                                                                                                                                                                                                     kansas
## 700                                                                                                                                                                                                     kansas
## 701                                                                                                                                                                                                     kansas
## 702                                                                                                                                                                                                     kansas
## 703                                                                                                                                                                                                     kansas
## 704                                                                                                                                                                                                     kansas
## 705                                                                                                                                                                                                     kansas
## 706                                                                                                                                                                                                     kansas
## 707                                                                                                                                                                                                     kansas
## 708                                                                                                                                                                                                     kansas
## 709                                                                                                                                                                                                     kansas
## 710                                                                                                                                                                                                     kansas
## 711                                                                                                                                                                                                     kansas
## 712                                                                                                                                                                                                     kansas
## 713                                                                                                                                                                                                     kansas
## 714                                                                                                                                                                                                     kansas
## 715                                                                                                                                                                                                   kentucky
## 716                                                                                                                                                                                                   kentucky
## 717                                                                                                                                                                                                   kentucky
## 718                                                                                                                                                                                                   kentucky
## 719                                                                                                                                                                                                   kentucky
## 720                                                                                                                                                                                                   kentucky
## 721                                                                                                                                                                                                   kentucky
## 722                                                                                                                                                                                                   kentucky
## 723                                                                                                                                                                                                   kentucky
## 724                                                                                                                                                                                                   kentucky
## 725                                                                                                                                                                                                   kentucky
## 726                                                                                                                                                                                                   kentucky
## 727                                                                                                                                                                                                   kentucky
## 728                                                                                                                                                                                                   kentucky
## 729                                                                                                                                                                                                   kentucky
## 730                                                                                                                                                                                                   kentucky
## 731                                                                                                                                                                                                   kentucky
## 732                                                                                                                                                                                                   kentucky
## 733                                                                                                                                                                                                   kentucky
## 734                                                                                                                                                                                                   kentucky
## 735                                                                                                                                                                                                   kentucky
## 736                                                                                                                                                                                                   kentucky
## 737                                                                                                                                                                                                   kentucky
## 738                                                                                                                                                                                                   kentucky
## 739                                                                                                                                                                                                   kentucky
## 740                                                                                                                                                                                                   kentucky
## 741                                                                                                                                                                                                   kentucky
## 742                                                                                                                                                                                                   kentucky
## 743                                                                                                                                                                                                   kentucky
## 744                                                                                                                                                                                                   kentucky
## 745                                                                                                                                                                                                   kentucky
## 746                                                                                                                                                                                                   kentucky
## 747                                                                                                                                                                                                   kentucky
## 748                                                                                                                                                                                                   kentucky
## 749                                                                                                                                                                                                   kentucky
## 750                                                                                                                                                                                                   kentucky
## 751                                                                                                                                                                                                   kentucky
## 752                                                                                                                                                                                                   kentucky
## 753                                                                                                                                                                                                   kentucky
## 754                                                                                                                                                                                                   kentucky
## 755                                                                                                                                                                                                   kentucky
## 756                                                                                                                                                                                                   kentucky
## 757                                                                                                                                                                                                  louisiana
## 758                                                                                                                                                                                                  louisiana
## 759                                                                                                                                                                                                  louisiana
## 760                                                                                                                                                                                                  louisiana
## 761                                                                                                                                                                                                  louisiana
## 762                                                                                                                                                                                                  louisiana
## 763                                                                                                                                                                                                  louisiana
## 764                                                                                                                                                                                                  louisiana
## 765                                                                                                                                                                                                  louisiana
## 766                                                                                                                                                                                                  louisiana
## 767                                                                                                                                                                                                  louisiana
## 768                                                                                                                                                                                                  louisiana
## 769                                                                                                                                                                                                  louisiana
## 770                                                                                                                                                                                                  louisiana
## 771                                                                                                                                                                                                  louisiana
## 772                                                                                                                                                                                                  louisiana
## 773                                                                                                                                                                                                  louisiana
## 774                                                                                                                                                                                                  louisiana
## 775                                                                                                                                                                                                  louisiana
## 776                                                                                                                                                                                                  louisiana
## 777                                                                                                                                                                                                  louisiana
## 778                                                                                                                                                                                                  louisiana
## 779                                                                                                                                                                                                  louisiana
## 780                                                                                                                                                                                                  louisiana
## 781                                                                                                                                                                                                  louisiana
## 782                                                                                                                                                                                                  louisiana
## 783                                                                                                                                                                                                  louisiana
## 784                                                                                                                                                                                                  louisiana
## 785                                                                                                                                                                                                  louisiana
## 786                                                                                                                                                                                                  louisiana
## 787                                                                                                                                                                                                  louisiana
## 788                                                                                                                                                                                                  louisiana
## 789                                                                                                                                                                                                  louisiana
## 790                                                                                                                                                                                                  louisiana
## 791                                                                                                                                                                                                  louisiana
## 792                                                                                                                                                                                                  louisiana
## 793                                                                                                                                                                                                  louisiana
## 794                                                                                                                                                                                                  louisiana
## 795                                                                                                                                                                                                  louisiana
## 796                                                                                                                                                                                                  louisiana
## 797                                                                                                                                                                                                  louisiana
## 798                                                                                                                                                                                                  louisiana
## 799                                                                                                                                                                                                      maine
## 800                                                                                                                                                                                                      maine
## 801                                                                                                                                                                                                      maine
## 802                                                                                                                                                                                                      maine
## 803                                                                                                                                                                                                      maine
## 804                                                                                                                                                                                                      maine
## 805                                                                                                                                                                                                      maine
## 806                                                                                                                                                                                                      maine
## 807                                                                                                                                                                                                      maine
## 808                                                                                                                                                                                                      maine
## 809                                                                                                                                                                                                      maine
## 810                                                                                                                                                                                                      maine
## 811                                                                                                                                                                                                      maine
## 812                                                                                                                                                                                                      maine
## 813                                                                                                                                                                                                      maine
## 814                                                                                                                                                                                                      maine
## 815                                                                                                                                                                                                      maine
## 816                                                                                                                                                                                                      maine
## 817                                                                                                                                                                                                      maine
## 818                                                                                                                                                                                                      maine
## 819                                                                                                                                                                                                      maine
## 820                                                                                                                                                                                                      maine
## 821                                                                                                                                                                                                      maine
## 822                                                                                                                                                                                                      maine
## 823                                                                                                                                                                                                      maine
## 824                                                                                                                                                                                                      maine
## 825                                                                                                                                                                                                      maine
## 826                                                                                                                                                                                                      maine
## 827                                                                                                                                                                                                      maine
## 828                                                                                                                                                                                                      maine
## 829                                                                                                                                                                                                      maine
## 830                                                                                                                                                                                                      maine
## 831                                                                                                                                                                                                      maine
## 832                                                                                                                                                                                                      maine
## 833                                                                                                                                                                                                      maine
## 834                                                                                                                                                                                                      maine
## 835                                                                                                                                                                                                      maine
## 836                                                                                                                                                                                                      maine
## 837                                                                                                                                                                                                      maine
## 838                                                                                                                                                                                                      maine
## 839                                                                                                                                                                                                      maine
## 840                                                                                                                                                                                                      maine
## 841                                                                                                                                                                                                   maryland
## 842                                                                                                                                                                                                   maryland
## 843                                                                                                                                                                                                   maryland
## 844                                                                                                                                                                                                   maryland
## 845                                                                                                                                                                                                   maryland
## 846                                                                                                                                                                                                   maryland
## 847                                                                                                                                                                                                   maryland
## 848                                                                                                                                                                                                   maryland
## 849                                                                                                                                                                                                   maryland
## 850                                                                                                                                                                                                   maryland
## 851                                                                                                                                                                                                   maryland
## 852                                                                                                                                                                                                   maryland
## 853                                                                                                                                                                                                   maryland
## 854                                                                                                                                                                                                   maryland
## 855                                                                                                                                                                                                   maryland
## 856                                                                                                                                                                                                   maryland
## 857                                                                                                                                                                                                   maryland
## 858                                                                                                                                                                                                   maryland
## 859                                                                                                                                                                                                   maryland
## 860                                                                                                                                                                                                   maryland
## 861                                                                                                                                                                                                   maryland
## 862                                                                                                                                                                                                   maryland
## 863                                                                                                                                                                                                   maryland
## 864                                                                                                                                                                                                   maryland
## 865                                                                                                                                                                                                   maryland
## 866                                                                                                                                                                                                   maryland
## 867                                                                                                                                                                                                   maryland
## 868                                                                                                                                                                                                   maryland
## 869                                                                                                                                                                                                   maryland
## 870                                                                                                                                                                                                   maryland
## 871                                                                                                                                                                                                   maryland
## 872                                                                                                                                                                                                   maryland
## 873                                                                                                                                                                                                   maryland
## 874                                                                                                                                                                                                   maryland
## 875                                                                                                                                                                                                   maryland
## 876                                                                                                                                                                                                   maryland
## 877                                                                                                                                                                                                   maryland
## 878                                                                                                                                                                                                   maryland
## 879                                                                                                                                                                                                   maryland
## 880                                                                                                                                                                                                   maryland
## 881                                                                                                                                                                                                   maryland
## 882                                                                                                                                                                                                   maryland
## 883                                                                                                                                                                                              massachusetts
## 884                                                                                                                                                                                              massachusetts
## 885                                                                                                                                                                                              massachusetts
## 886                                                                                                                                                                                              massachusetts
## 887                                                                                                                                                                                              massachusetts
## 888                                                                                                                                                                                              massachusetts
## 889                                                                                                                                                                                              massachusetts
## 890                                                                                                                                                                                              massachusetts
## 891                                                                                                                                                                                              massachusetts
## 892                                                                                                                                                                                              massachusetts
## 893                                                                                                                                                                                              massachusetts
## 894                                                                                                                                                                                              massachusetts
## 895                                                                                                                                                                                              massachusetts
## 896                                                                                                                                                                                              massachusetts
## 897                                                                                                                                                                                              massachusetts
## 898                                                                                                                                                                                              massachusetts
## 899                                                                                                                                                                                              massachusetts
## 900                                                                                                                                                                                              massachusetts
## 901                                                                                                                                                                                              massachusetts
## 902                                                                                                                                                                                              massachusetts
## 903                                                                                                                                                                                              massachusetts
## 904                                                                                                                                                                                              massachusetts
## 905                                                                                                                                                                                              massachusetts
## 906                                                                                                                                                                                              massachusetts
## 907                                                                                                                                                                                              massachusetts
## 908                                                                                                                                                                                              massachusetts
## 909                                                                                                                                                                                              massachusetts
## 910                                                                                                                                                                                              massachusetts
## 911                                                                                                                                                                                              massachusetts
## 912                                                                                                                                                                                              massachusetts
## 913                                                                                                                                                                                              massachusetts
## 914                                                                                                                                                                                              massachusetts
## 915                                                                                                                                                                                              massachusetts
## 916                                                                                                                                                                                              massachusetts
## 917                                                                                                                                                                                              massachusetts
## 918                                                                                                                                                                                              massachusetts
## 919                                                                                                                                                                                              massachusetts
## 920                                                                                                                                                                                              massachusetts
## 921                                                                                                                                                                                              massachusetts
## 922                                                                                                                                                                                              massachusetts
## 923                                                                                                                                                                                              massachusetts
## 924                                                                                                                                                                                              massachusetts
## 925                                                                                                                                                                                                   michigan
## 926                                                                                                                                                                                                   michigan
## 927                                                                                                                                                                                                   michigan
## 928                                                                                                                                                                                                   michigan
## 929                                                                                                                                                                                                   michigan
## 930                                                                                                                                                                                                   michigan
## 931                                                                                                                                                                                                   michigan
## 932                                                                                                                                                                                                   michigan
## 933                                                                                                                                                                                                   michigan
## 934                                                                                                                                                                                                   michigan
## 935                                                                                                                                                                                                   michigan
## 936                                                                                                                                                                                                   michigan
## 937                                                                                                                                                                                                   michigan
## 938                                                                                                                                                                                                   michigan
## 939                                                                                                                                                                                                   michigan
## 940                                                                                                                                                                                                   michigan
## 941                                                                                                                                                                                                   michigan
## 942                                                                                                                                                                                                   michigan
## 943                                                                                                                                                                                                   michigan
## 944                                                                                                                                                                                                   michigan
## 945                                                                                                                                                                                                   michigan
## 946                                                                                                                                                                                                   michigan
## 947                                                                                                                                                                                                   michigan
## 948                                                                                                                                                                                                   michigan
## 949                                                                                                                                                                                                   michigan
## 950                                                                                                                                                                                                   michigan
## 951                                                                                                                                                                                                   michigan
## 952                                                                                                                                                                                                   michigan
## 953                                                                                                                                                                                                   michigan
## 954                                                                                                                                                                                                   michigan
## 955                                                                                                                                                                                                   michigan
## 956                                                                                                                                                                                                   michigan
## 957                                                                                                                                                                                                   michigan
## 958                                                                                                                                                                                                   michigan
## 959                                                                                                                                                                                                   michigan
## 960                                                                                                                                                                                                   michigan
## 961                                                                                                                                                                                                   michigan
## 962                                                                                                                                                                                                   michigan
## 963                                                                                                                                                                                                   michigan
## 964                                                                                                                                                                                                   michigan
## 965                                                                                                                                                                                                   michigan
## 966                                                                                                                                                                                                   michigan
## 967                                                                                                                                                                                                  minnesota
## 968                                                                                                                                                                                                  minnesota
## 969                                                                                                                                                                                                  minnesota
## 970                                                                                                                                                                                                  minnesota
## 971                                                                                                                                                                                                  minnesota
## 972                                                                                                                                                                                                  minnesota
## 973                                                                                                                                                                                                  minnesota
## 974                                                                                                                                                                                                  minnesota
## 975                                                                                                                                                                                                  minnesota
## 976                                                                                                                                                                                                  minnesota
## 977                                                                                                                                                                                                  minnesota
## 978                                                                                                                                                                                                  minnesota
## 979                                                                                                                                                                                                  minnesota
## 980                                                                                                                                                                                                  minnesota
## 981                                                                                                                                                                                                  minnesota
## 982                                                                                                                                                                                                  minnesota
## 983                                                                                                                                                                                                  minnesota
## 984                                                                                                                                                                                                  minnesota
## 985                                                                                                                                                                                                  minnesota
## 986                                                                                                                                                                                                  minnesota
## 987                                                                                                                                                                                                  minnesota
## 988                                                                                                                                                                                                  minnesota
## 989                                                                                                                                                                                                  minnesota
## 990                                                                                                                                                                                                  minnesota
## 991                                                                                                                                                                                                  minnesota
## 992                                                                                                                                                                                                  minnesota
## 993                                                                                                                                                                                                  minnesota
## 994                                                                                                                                                                                                  minnesota
## 995                                                                                                                                                                                                  minnesota
## 996                                                                                                                                                                                                  minnesota
## 997                                                                                                                                                                                                  minnesota
## 998                                                                                                                                                                                                  minnesota
## 999                                                                                                                                                                                                  minnesota
## 1000                                                                                                                                                                                                 minnesota
## 1001                                                                                                                                                                                                 minnesota
## 1002                                                                                                                                                                                                 minnesota
## 1003                                                                                                                                                                                                 minnesota
## 1004                                                                                                                                                                                                 minnesota
## 1005                                                                                                                                                                                                 minnesota
## 1006                                                                                                                                                                                                 minnesota
## 1007                                                                                                                                                                                                 minnesota
## 1008                                                                                                                                                                                                 minnesota
## 1009                                                                                                                                                                                               mississippi
## 1010                                                                                                                                                                                               mississippi
## 1011                                                                                                                                                                                               mississippi
## 1012                                                                                                                                                                                               mississippi
## 1013                                                                                                                                                                                               mississippi
## 1014                                                                                                                                                                                               mississippi
## 1015                                                                                                                                                                                               mississippi
## 1016                                                                                                                                                                                               mississippi
## 1017                                                                                                                                                                                               mississippi
## 1018                                                                                                                                                                                               mississippi
## 1019                                                                                                                                                                                               mississippi
## 1020                                                                                                                                                                                               mississippi
## 1021                                                                                                                                                                                               mississippi
## 1022                                                                                                                                                                                               mississippi
## 1023                                                                                                                                                                                               mississippi
## 1024                                                                                                                                                                                               mississippi
## 1025                                                                                                                                                                                               mississippi
## 1026                                                                                                                                                                                               mississippi
## 1027                                                                                                                                                                                               mississippi
## 1028                                                                                                                                                                                               mississippi
## 1029                                                                                                                                                                                               mississippi
## 1030                                                                                                                                                                                               mississippi
## 1031                                                                                                                                                                                               mississippi
## 1032                                                                                                                                                                                               mississippi
## 1033                                                                                                                                                                                               mississippi
## 1034                                                                                                                                                                                               mississippi
## 1035                                                                                                                                                                                               mississippi
## 1036                                                                                                                                                                                               mississippi
## 1037                                                                                                                                                                                               mississippi
## 1038                                                                                                                                                                                               mississippi
## 1039                                                                                                                                                                                               mississippi
## 1040                                                                                                                                                                                               mississippi
## 1041                                                                                                                                                                                               mississippi
## 1042                                                                                                                                                                                               mississippi
## 1043                                                                                                                                                                                               mississippi
## 1044                                                                                                                                                                                               mississippi
## 1045                                                                                                                                                                                               mississippi
## 1046                                                                                                                                                                                               mississippi
## 1047                                                                                                                                                                                               mississippi
## 1048                                                                                                                                                                                               mississippi
## 1049                                                                                                                                                                                               mississippi
## 1050                                                                                                                                                                                               mississippi
## 1051                                                                                                                                                                                                  missouri
## 1052                                                                                                                                                                                                  missouri
## 1053                                                                                                                                                                                                  missouri
## 1054                                                                                                                                                                                                  missouri
## 1055                                                                                                                                                                                                  missouri
## 1056                                                                                                                                                                                                  missouri
## 1057                                                                                                                                                                                                  missouri
## 1058                                                                                                                                                                                                  missouri
## 1059                                                                                                                                                                                                  missouri
## 1060                                                                                                                                                                                                  missouri
## 1061                                                                                                                                                                                                  missouri
## 1062                                                                                                                                                                                                  missouri
## 1063                                                                                                                                                                                                  missouri
## 1064                                                                                                                                                                                                  missouri
## 1065                                                                                                                                                                                                  missouri
## 1066                                                                                                                                                                                                  missouri
## 1067                                                                                                                                                                                                  missouri
## 1068                                                                                                                                                                                                  missouri
## 1069                                                                                                                                                                                                  missouri
## 1070                                                                                                                                                                                                  missouri
## 1071                                                                                                                                                                                                  missouri
## 1072                                                                                                                                                                                                  missouri
## 1073                                                                                                                                                                                                  missouri
## 1074                                                                                                                                                                                                  missouri
## 1075                                                                                                                                                                                                  missouri
## 1076                                                                                                                                                                                                  missouri
## 1077                                                                                                                                                                                                  missouri
## 1078                                                                                                                                                                                                  missouri
## 1079                                                                                                                                                                                                  missouri
## 1080                                                                                                                                                                                                  missouri
## 1081                                                                                                                                                                                                  missouri
## 1082                                                                                                                                                                                                  missouri
## 1083                                                                                                                                                                                                  missouri
## 1084                                                                                                                                                                                                  missouri
## 1085                                                                                                                                                                                                  missouri
## 1086                                                                                                                                                                                                  missouri
## 1087                                                                                                                                                                                                  missouri
## 1088                                                                                                                                                                                                  missouri
## 1089                                                                                                                                                                                                  missouri
## 1090                                                                                                                                                                                                  missouri
## 1091                                                                                                                                                                                                  missouri
## 1092                                                                                                                                                                                                  missouri
## 1093                                                                                                                                                                                                   montana
## 1094                                                                                                                                                                                                   montana
## 1095                                                                                                                                                                                                   montana
## 1096                                                                                                                                                                                                   montana
## 1097                                                                                                                                                                                                   montana
## 1098                                                                                                                                                                                                   montana
## 1099                                                                                                                                                                                                   montana
## 1100                                                                                                                                                                                                   montana
## 1101                                                                                                                                                                                                   montana
## 1102                                                                                                                                                                                                   montana
## 1103                                                                                                                                                                                                   montana
## 1104                                                                                                                                                                                                   montana
## 1105                                                                                                                                                                                                   montana
## 1106                                                                                                                                                                                                   montana
## 1107                                                                                                                                                                                                   montana
## 1108                                                                                                                                                                                                   montana
## 1109                                                                                                                                                                                                   montana
## 1110                                                                                                                                                                                                   montana
## 1111                                                                                                                                                                                                   montana
## 1112                                                                                                                                                                                                   montana
## 1113                                                                                                                                                                                                   montana
## 1114                                                                                                                                                                                                   montana
## 1115                                                                                                                                                                                                   montana
## 1116                                                                                                                                                                                                   montana
## 1117                                                                                                                                                                                                   montana
## 1118                                                                                                                                                                                                   montana
## 1119                                                                                                                                                                                                   montana
## 1120                                                                                                                                                                                                   montana
## 1121                                                                                                                                                                                                   montana
## 1122                                                                                                                                                                                                   montana
## 1123                                                                                                                                                                                                   montana
## 1124                                                                                                                                                                                                   montana
## 1125                                                                                                                                                                                                   montana
## 1126                                                                                                                                                                                                   montana
## 1127                                                                                                                                                                                                   montana
## 1128                                                                                                                                                                                                   montana
## 1129                                                                                                                                                                                                   montana
## 1130                                                                                                                                                                                                   montana
## 1131                                                                                                                                                                                                   montana
## 1132                                                                                                                                                                                                   montana
## 1133                                                                                                                                                                                                   montana
## 1134                                                                                                                                                                                                   montana
## 1135                                                                                                                                                                                                  nebraska
## 1136                                                                                                                                                                                                  nebraska
## 1137                                                                                                                                                                                                  nebraska
## 1138                                                                                                                                                                                                  nebraska
## 1139                                                                                                                                                                                                  nebraska
## 1140                                                                                                                                                                                                  nebraska
## 1141                                                                                                                                                                                                  nebraska
## 1142                                                                                                                                                                                                  nebraska
## 1143                                                                                                                                                                                                  nebraska
## 1144                                                                                                                                                                                                  nebraska
## 1145                                                                                                                                                                                                  nebraska
## 1146                                                                                                                                                                                                  nebraska
## 1147                                                                                                                                                                                                  nebraska
## 1148                                                                                                                                                                                                  nebraska
## 1149                                                                                                                                                                                                  nebraska
## 1150                                                                                                                                                                                                  nebraska
## 1151                                                                                                                                                                                                  nebraska
## 1152                                                                                                                                                                                                  nebraska
## 1153                                                                                                                                                                                                  nebraska
## 1154                                                                                                                                                                                                  nebraska
## 1155                                                                                                                                                                                                  nebraska
## 1156                                                                                                                                                                                                  nebraska
## 1157                                                                                                                                                                                                  nebraska
## 1158                                                                                                                                                                                                  nebraska
## 1159                                                                                                                                                                                                  nebraska
## 1160                                                                                                                                                                                                  nebraska
## 1161                                                                                                                                                                                                  nebraska
## 1162                                                                                                                                                                                                  nebraska
## 1163                                                                                                                                                                                                  nebraska
## 1164                                                                                                                                                                                                  nebraska
## 1165                                                                                                                                                                                                  nebraska
## 1166                                                                                                                                                                                                  nebraska
## 1167                                                                                                                                                                                                  nebraska
## 1168                                                                                                                                                                                                  nebraska
## 1169                                                                                                                                                                                                  nebraska
## 1170                                                                                                                                                                                                  nebraska
## 1171                                                                                                                                                                                                  nebraska
## 1172                                                                                                                                                                                                  nebraska
## 1173                                                                                                                                                                                                  nebraska
## 1174                                                                                                                                                                                                  nebraska
## 1175                                                                                                                                                                                                  nebraska
## 1176                                                                                                                                                                                                  nebraska
## 1177                                                                                                                                                                                                    nevada
## 1178                                                                                                                                                                                                    nevada
## 1179                                                                                                                                                                                                    nevada
## 1180                                                                                                                                                                                                    nevada
## 1181                                                                                                                                                                                                    nevada
## 1182                                                                                                                                                                                                    nevada
## 1183                                                                                                                                                                                                    nevada
## 1184                                                                                                                                                                                                    nevada
## 1185                                                                                                                                                                                                    nevada
## 1186                                                                                                                                                                                                    nevada
## 1187                                                                                                                                                                                                    nevada
## 1188                                                                                                                                                                                                    nevada
## 1189                                                                                                                                                                                                    nevada
## 1190                                                                                                                                                                                                    nevada
## 1191                                                                                                                                                                                                    nevada
## 1192                                                                                                                                                                                                    nevada
## 1193                                                                                                                                                                                                    nevada
## 1194                                                                                                                                                                                                    nevada
## 1195                                                                                                                                                                                                    nevada
## 1196                                                                                                                                                                                                    nevada
## 1197                                                                                                                                                                                                    nevada
## 1198                                                                                                                                                                                                    nevada
## 1199                                                                                                                                                                                                    nevada
## 1200                                                                                                                                                                                                    nevada
## 1201                                                                                                                                                                                                    nevada
## 1202                                                                                                                                                                                                    nevada
## 1203                                                                                                                                                                                                    nevada
## 1204                                                                                                                                                                                                    nevada
## 1205                                                                                                                                                                                                    nevada
## 1206                                                                                                                                                                                                    nevada
## 1207                                                                                                                                                                                                    nevada
## 1208                                                                                                                                                                                                    nevada
## 1209                                                                                                                                                                                                    nevada
## 1210                                                                                                                                                                                                    nevada
## 1211                                                                                                                                                                                                    nevada
## 1212                                                                                                                                                                                                    nevada
## 1213                                                                                                                                                                                                    nevada
## 1214                                                                                                                                                                                                    nevada
## 1215                                                                                                                                                                                                    nevada
## 1216                                                                                                                                                                                                    nevada
## 1217                                                                                                                                                                                                    nevada
## 1218                                                                                                                                                                                                    nevada
## 1219                                                                                                                                                                                             new hampshire
## 1220                                                                                                                                                                                             new hampshire
## 1221                                                                                                                                                                                             new hampshire
## 1222                                                                                                                                                                                             new hampshire
## 1223                                                                                                                                                                                             new hampshire
## 1224                                                                                                                                                                                             new hampshire
## 1225                                                                                                                                                                                             new hampshire
## 1226                                                                                                                                                                                             new hampshire
## 1227                                                                                                                                                                                             new hampshire
## 1228                                                                                                                                                                                             new hampshire
## 1229                                                                                                                                                                                             new hampshire
## 1230                                                                                                                                                                                             new hampshire
## 1231                                                                                                                                                                                             new hampshire
## 1232                                                                                                                                                                                             new hampshire
## 1233                                                                                                                                                                                             new hampshire
## 1234                                                                                                                                                                                             new hampshire
## 1235                                                                                                                                                                                             new hampshire
## 1236                                                                                                                                                                                             new hampshire
## 1237                                                                                                                                                                                             new hampshire
## 1238                                                                                                                                                                                             new hampshire
## 1239                                                                                                                                                                                             new hampshire
## 1240                                                                                                                                                                                             new hampshire
## 1241                                                                                                                                                                                             new hampshire
## 1242                                                                                                                                                                                             new hampshire
## 1243                                                                                                                                                                                             new hampshire
## 1244                                                                                                                                                                                             new hampshire
## 1245                                                                                                                                                                                             new hampshire
## 1246                                                                                                                                                                                             new hampshire
## 1247                                                                                                                                                                                             new hampshire
## 1248                                                                                                                                                                                             new hampshire
## 1249                                                                                                                                                                                             new hampshire
## 1250                                                                                                                                                                                             new hampshire
## 1251                                                                                                                                                                                             new hampshire
## 1252                                                                                                                                                                                             new hampshire
## 1253                                                                                                                                                                                             new hampshire
## 1254                                                                                                                                                                                             new hampshire
## 1255                                                                                                                                                                                             new hampshire
## 1256                                                                                                                                                                                             new hampshire
## 1257                                                                                                                                                                                             new hampshire
## 1258                                                                                                                                                                                             new hampshire
## 1259                                                                                                                                                                                             new hampshire
## 1260                                                                                                                                                                                             new hampshire
## 1261                                                                                                                                                                                                new jersey
## 1262                                                                                                                                                                                                new jersey
## 1263                                                                                                                                                                                                new jersey
## 1264                                                                                                                                                                                                new jersey
## 1265                                                                                                                                                                                                new jersey
## 1266                                                                                                                                                                                                new jersey
## 1267                                                                                                                                                                                                new jersey
## 1268                                                                                                                                                                                                new jersey
## 1269                                                                                                                                                                                                new jersey
## 1270                                                                                                                                                                                                new jersey
## 1271                                                                                                                                                                                                new jersey
## 1272                                                                                                                                                                                                new jersey
## 1273                                                                                                                                                                                                new jersey
## 1274                                                                                                                                                                                                new jersey
## 1275                                                                                                                                                                                                new jersey
## 1276                                                                                                                                                                                                new jersey
## 1277                                                                                                                                                                                                new jersey
## 1278                                                                                                                                                                                                new jersey
## 1279                                                                                                                                                                                                new jersey
## 1280                                                                                                                                                                                                new jersey
## 1281                                                                                                                                                                                                new jersey
## 1282                                                                                                                                                                                                new jersey
## 1283                                                                                                                                                                                                new jersey
## 1284                                                                                                                                                                                                new jersey
## 1285                                                                                                                                                                                                new jersey
## 1286                                                                                                                                                                                                new jersey
## 1287                                                                                                                                                                                                new jersey
## 1288                                                                                                                                                                                                new jersey
## 1289                                                                                                                                                                                                new jersey
## 1290                                                                                                                                                                                                new jersey
## 1291                                                                                                                                                                                                new jersey
## 1292                                                                                                                                                                                                new jersey
## 1293                                                                                                                                                                                                new jersey
## 1294                                                                                                                                                                                                new jersey
## 1295                                                                                                                                                                                                new jersey
## 1296                                                                                                                                                                                                new jersey
## 1297                                                                                                                                                                                                new jersey
## 1298                                                                                                                                                                                                new jersey
## 1299                                                                                                                                                                                                new jersey
## 1300                                                                                                                                                                                                new jersey
## 1301                                                                                                                                                                                                new jersey
## 1302                                                                                                                                                                                                new jersey
## 1303                                                                                                                                                                                                new mexico
## 1304                                                                                                                                                                                                new mexico
## 1305                                                                                                                                                                                                new mexico
## 1306                                                                                                                                                                                                new mexico
## 1307                                                                                                                                                                                                new mexico
## 1308                                                                                                                                                                                                new mexico
## 1309                                                                                                                                                                                                new mexico
## 1310                                                                                                                                                                                                new mexico
## 1311                                                                                                                                                                                                new mexico
## 1312                                                                                                                                                                                                new mexico
## 1313                                                                                                                                                                                                new mexico
## 1314                                                                                                                                                                                                new mexico
## 1315                                                                                                                                                                                                new mexico
## 1316                                                                                                                                                                                                new mexico
## 1317                                                                                                                                                                                                new mexico
## 1318                                                                                                                                                                                                new mexico
## 1319                                                                                                                                                                                                new mexico
## 1320                                                                                                                                                                                                new mexico
## 1321                                                                                                                                                                                                new mexico
## 1322                                                                                                                                                                                                new mexico
## 1323                                                                                                                                                                                                new mexico
## 1324                                                                                                                                                                                                new mexico
## 1325                                                                                                                                                                                                new mexico
## 1326                                                                                                                                                                                                new mexico
## 1327                                                                                                                                                                                                new mexico
## 1328                                                                                                                                                                                                new mexico
## 1329                                                                                                                                                                                                new mexico
## 1330                                                                                                                                                                                                new mexico
## 1331                                                                                                                                                                                                new mexico
## 1332                                                                                                                                                                                                new mexico
## 1333                                                                                                                                                                                                new mexico
## 1334                                                                                                                                                                                                new mexico
## 1335                                                                                                                                                                                                new mexico
## 1336                                                                                                                                                                                                new mexico
## 1337                                                                                                                                                                                                new mexico
## 1338                                                                                                                                                                                                new mexico
## 1339                                                                                                                                                                                                new mexico
## 1340                                                                                                                                                                                                new mexico
## 1341                                                                                                                                                                                                new mexico
## 1342                                                                                                                                                                                                new mexico
## 1343                                                                                                                                                                                                new mexico
## 1344                                                                                                                                                                                                new mexico
## 1345                                                                                                                                                                                                  new york
## 1346                                                                                                                                                                                                  new york
## 1347                                                                                                                                                                                                  new york
## 1348                                                                                                                                                                                                  new york
## 1349                                                                                                                                                                                                  new york
## 1350                                                                                                                                                                                                  new york
## 1351                                                                                                                                                                                                  new york
## 1352                                                                                                                                                                                                  new york
## 1353                                                                                                                                                                                                  new york
## 1354                                                                                                                                                                                                  new york
## 1355                                                                                                                                                                                                  new york
## 1356                                                                                                                                                                                                  new york
## 1357                                                                                                                                                                                                  new york
## 1358                                                                                                                                                                                                  new york
## 1359                                                                                                                                                                                                  new york
## 1360                                                                                                                                                                                                  new york
## 1361                                                                                                                                                                                                  new york
## 1362                                                                                                                                                                                                  new york
## 1363                                                                                                                                                                                                  new york
## 1364                                                                                                                                                                                                  new york
## 1365                                                                                                                                                                                                  new york
## 1366                                                                                                                                                                                                  new york
## 1367                                                                                                                                                                                                  new york
## 1368                                                                                                                                                                                                  new york
## 1369                                                                                                                                                                                                  new york
## 1370                                                                                                                                                                                                  new york
## 1371                                                                                                                                                                                                  new york
## 1372                                                                                                                                                                                                  new york
## 1373                                                                                                                                                                                                  new york
## 1374                                                                                                                                                                                                  new york
## 1375                                                                                                                                                                                                  new york
## 1376                                                                                                                                                                                                  new york
## 1377                                                                                                                                                                                                  new york
## 1378                                                                                                                                                                                                  new york
## 1379                                                                                                                                                                                                  new york
## 1380                                                                                                                                                                                                  new york
## 1381                                                                                                                                                                                                  new york
## 1382                                                                                                                                                                                                  new york
## 1383                                                                                                                                                                                                  new york
## 1384                                                                                                                                                                                                  new york
## 1385                                                                                                                                                                                                  new york
## 1386                                                                                                                                                                                                  new york
## 1387                                                                                                                                                                                            north carolina
## 1388                                                                                                                                                                                            north carolina
## 1389                                                                                                                                                                                            north carolina
## 1390                                                                                                                                                                                            north carolina
## 1391                                                                                                                                                                                            north carolina
## 1392                                                                                                                                                                                            north carolina
## 1393                                                                                                                                                                                            north carolina
## 1394                                                                                                                                                                                            north carolina
## 1395                                                                                                                                                                                            north carolina
## 1396                                                                                                                                                                                            north carolina
## 1397                                                                                                                                                                                            north carolina
## 1398                                                                                                                                                                                            north carolina
## 1399                                                                                                                                                                                            north carolina
## 1400                                                                                                                                                                                            north carolina
## 1401                                                                                                                                                                                            north carolina
## 1402                                                                                                                                                                                            north carolina
## 1403                                                                                                                                                                                            north carolina
## 1404                                                                                                                                                                                            north carolina
## 1405                                                                                                                                                                                            north carolina
## 1406                                                                                                                                                                                            north carolina
## 1407                                                                                                                                                                                            north carolina
## 1408                                                                                                                                                                                            north carolina
## 1409                                                                                                                                                                                            north carolina
## 1410                                                                                                                                                                                            north carolina
## 1411                                                                                                                                                                                            north carolina
## 1412                                                                                                                                                                                            north carolina
## 1413                                                                                                                                                                                            north carolina
## 1414                                                                                                                                                                                            north carolina
## 1415                                                                                                                                                                                            north carolina
## 1416                                                                                                                                                                                            north carolina
## 1417                                                                                                                                                                                            north carolina
## 1418                                                                                                                                                                                            north carolina
## 1419                                                                                                                                                                                            north carolina
## 1420                                                                                                                                                                                            north carolina
## 1421                                                                                                                                                                                            north carolina
## 1422                                                                                                                                                                                            north carolina
## 1423                                                                                                                                                                                            north carolina
## 1424                                                                                                                                                                                            north carolina
## 1425                                                                                                                                                                                            north carolina
## 1426                                                                                                                                                                                            north carolina
## 1427                                                                                                                                                                                            north carolina
## 1428                                                                                                                                                                                            north carolina
## 1429                                                                                                                                                                                              north dakota
## 1430                                                                                                                                                                                              north dakota
## 1431                                                                                                                                                                                              north dakota
## 1432                                                                                                                                                                                              north dakota
## 1433                                                                                                                                                                                              north dakota
## 1434                                                                                                                                                                                              north dakota
## 1435                                                                                                                                                                                              north dakota
## 1436                                                                                                                                                                                              north dakota
## 1437                                                                                                                                                                                              north dakota
## 1438                                                                                                                                                                                              north dakota
## 1439                                                                                                                                                                                              north dakota
## 1440                                                                                                                                                                                              north dakota
## 1441                                                                                                                                                                                              north dakota
## 1442                                                                                                                                                                                              north dakota
## 1443                                                                                                                                                                                              north dakota
## 1444                                                                                                                                                                                              north dakota
## 1445                                                                                                                                                                                              north dakota
## 1446                                                                                                                                                                                              north dakota
## 1447                                                                                                                                                                                              north dakota
## 1448                                                                                                                                                                                              north dakota
## 1449                                                                                                                                                                                              north dakota
## 1450                                                                                                                                                                                              north dakota
## 1451                                                                                                                                                                                              north dakota
## 1452                                                                                                                                                                                              north dakota
## 1453                                                                                                                                                                                              north dakota
## 1454                                                                                                                                                                                              north dakota
## 1455                                                                                                                                                                                              north dakota
## 1456                                                                                                                                                                                              north dakota
## 1457                                                                                                                                                                                              north dakota
## 1458                                                                                                                                                                                              north dakota
## 1459                                                                                                                                                                                              north dakota
## 1460                                                                                                                                                                                              north dakota
## 1461                                                                                                                                                                                              north dakota
## 1462                                                                                                                                                                                              north dakota
## 1463                                                                                                                                                                                              north dakota
## 1464                                                                                                                                                                                              north dakota
## 1465                                                                                                                                                                                              north dakota
## 1466                                                                                                                                                                                              north dakota
## 1467                                                                                                                                                                                              north dakota
## 1468                                                                                                                                                                                              north dakota
## 1469                                                                                                                                                                                              north dakota
## 1470                                                                                                                                                                                              north dakota
## 1471                                                                                                                                                                                                      ohio
## 1472                                                                                                                                                                                                      ohio
## 1473                                                                                                                                                                                                      ohio
## 1474                                                                                                                                                                                                      ohio
## 1475                                                                                                                                                                                                      ohio
## 1476                                                                                                                                                                                                      ohio
## 1477                                                                                                                                                                                                      ohio
## 1478                                                                                                                                                                                                      ohio
## 1479                                                                                                                                                                                                      ohio
## 1480                                                                                                                                                                                                      ohio
## 1481                                                                                                                                                                                                      ohio
## 1482                                                                                                                                                                                                      ohio
## 1483                                                                                                                                                                                                      ohio
## 1484                                                                                                                                                                                                      ohio
## 1485                                                                                                                                                                                                      ohio
## 1486                                                                                                                                                                                                      ohio
## 1487                                                                                                                                                                                                      ohio
## 1488                                                                                                                                                                                                      ohio
## 1489                                                                                                                                                                                                      ohio
## 1490                                                                                                                                                                                                      ohio
## 1491                                                                                                                                                                                                      ohio
## 1492                                                                                                                                                                                                      ohio
## 1493                                                                                                                                                                                                      ohio
## 1494                                                                                                                                                                                                      ohio
## 1495                                                                                                                                                                                                      ohio
## 1496                                                                                                                                                                                                      ohio
## 1497                                                                                                                                                                                                      ohio
## 1498                                                                                                                                                                                                      ohio
## 1499                                                                                                                                                                                                      ohio
## 1500                                                                                                                                                                                                      ohio
## 1501                                                                                                                                                                                                      ohio
## 1502                                                                                                                                                                                                      ohio
## 1503                                                                                                                                                                                                      ohio
## 1504                                                                                                                                                                                                      ohio
## 1505                                                                                                                                                                                                      ohio
## 1506                                                                                                                                                                                                      ohio
## 1507                                                                                                                                                                                                      ohio
## 1508                                                                                                                                                                                                      ohio
## 1509                                                                                                                                                                                                      ohio
## 1510                                                                                                                                                                                                      ohio
## 1511                                                                                                                                                                                                      ohio
## 1512                                                                                                                                                                                                      ohio
## 1513                                                                                                                                                                                                  oklahoma
## 1514                                                                                                                                                                                                  oklahoma
## 1515                                                                                                                                                                                                  oklahoma
## 1516                                                                                                                                                                                                  oklahoma
## 1517                                                                                                                                                                                                  oklahoma
## 1518                                                                                                                                                                                                  oklahoma
## 1519                                                                                                                                                                                                  oklahoma
## 1520                                                                                                                                                                                                  oklahoma
## 1521                                                                                                                                                                                                  oklahoma
## 1522                                                                                                                                                                                                  oklahoma
## 1523                                                                                                                                                                                                  oklahoma
## 1524                                                                                                                                                                                                  oklahoma
## 1525                                                                                                                                                                                                  oklahoma
## 1526                                                                                                                                                                                                  oklahoma
## 1527                                                                                                                                                                                                  oklahoma
## 1528                                                                                                                                                                                                  oklahoma
## 1529                                                                                                                                                                                                  oklahoma
## 1530                                                                                                                                                                                                  oklahoma
## 1531                                                                                                                                                                                                  oklahoma
## 1532                                                                                                                                                                                                  oklahoma
## 1533                                                                                                                                                                                                  oklahoma
## 1534                                                                                                                                                                                                  oklahoma
## 1535                                                                                                                                                                                                  oklahoma
## 1536                                                                                                                                                                                                  oklahoma
## 1537                                                                                                                                                                                                  oklahoma
## 1538                                                                                                                                                                                                  oklahoma
## 1539                                                                                                                                                                                                  oklahoma
## 1540                                                                                                                                                                                                  oklahoma
## 1541                                                                                                                                                                                                  oklahoma
## 1542                                                                                                                                                                                                  oklahoma
## 1543                                                                                                                                                                                                  oklahoma
## 1544                                                                                                                                                                                                  oklahoma
## 1545                                                                                                                                                                                                  oklahoma
## 1546                                                                                                                                                                                                  oklahoma
## 1547                                                                                                                                                                                                  oklahoma
## 1548                                                                                                                                                                                                  oklahoma
## 1549                                                                                                                                                                                                  oklahoma
## 1550                                                                                                                                                                                                  oklahoma
## 1551                                                                                                                                                                                                  oklahoma
## 1552                                                                                                                                                                                                  oklahoma
## 1553                                                                                                                                                                                                  oklahoma
## 1554                                                                                                                                                                                                  oklahoma
## 1555                                                                                                                                                                                                    oregon
## 1556                                                                                                                                                                                                    oregon
## 1557                                                                                                                                                                                                    oregon
## 1558                                                                                                                                                                                                    oregon
## 1559                                                                                                                                                                                                    oregon
## 1560                                                                                                                                                                                                    oregon
## 1561                                                                                                                                                                                                    oregon
## 1562                                                                                                                                                                                                    oregon
## 1563                                                                                                                                                                                                    oregon
## 1564                                                                                                                                                                                                    oregon
## 1565                                                                                                                                                                                                    oregon
## 1566                                                                                                                                                                                                    oregon
## 1567                                                                                                                                                                                                    oregon
## 1568                                                                                                                                                                                                    oregon
## 1569                                                                                                                                                                                                    oregon
## 1570                                                                                                                                                                                                    oregon
## 1571                                                                                                                                                                                                    oregon
## 1572                                                                                                                                                                                                    oregon
## 1573                                                                                                                                                                                                    oregon
## 1574                                                                                                                                                                                                    oregon
## 1575                                                                                                                                                                                                    oregon
## 1576                                                                                                                                                                                                    oregon
## 1577                                                                                                                                                                                                    oregon
## 1578                                                                                                                                                                                                    oregon
## 1579                                                                                                                                                                                                    oregon
## 1580                                                                                                                                                                                                    oregon
## 1581                                                                                                                                                                                                    oregon
## 1582                                                                                                                                                                                                    oregon
## 1583                                                                                                                                                                                                    oregon
## 1584                                                                                                                                                                                                    oregon
## 1585                                                                                                                                                                                                    oregon
## 1586                                                                                                                                                                                                    oregon
## 1587                                                                                                                                                                                                    oregon
## 1588                                                                                                                                                                                                    oregon
## 1589                                                                                                                                                                                                    oregon
## 1590                                                                                                                                                                                                    oregon
## 1591                                                                                                                                                                                                    oregon
## 1592                                                                                                                                                                                                    oregon
## 1593                                                                                                                                                                                                    oregon
## 1594                                                                                                                                                                                                    oregon
## 1595                                                                                                                                                                                                    oregon
## 1596                                                                                                                                                                                                    oregon
## 1597                                                                                                                                                                                              pennsylvania
## 1598                                                                                                                                                                                              pennsylvania
## 1599                                                                                                                                                                                              pennsylvania
## 1600                                                                                                                                                                                              pennsylvania
## 1601                                                                                                                                                                                              pennsylvania
## 1602                                                                                                                                                                                              pennsylvania
## 1603                                                                                                                                                                                              pennsylvania
## 1604                                                                                                                                                                                              pennsylvania
## 1605                                                                                                                                                                                              pennsylvania
## 1606                                                                                                                                                                                              pennsylvania
## 1607                                                                                                                                                                                              pennsylvania
## 1608                                                                                                                                                                                              pennsylvania
## 1609                                                                                                                                                                                              pennsylvania
## 1610                                                                                                                                                                                              pennsylvania
## 1611                                                                                                                                                                                              pennsylvania
## 1612                                                                                                                                                                                              pennsylvania
## 1613                                                                                                                                                                                              pennsylvania
## 1614                                                                                                                                                                                              pennsylvania
## 1615                                                                                                                                                                                              pennsylvania
## 1616                                                                                                                                                                                              pennsylvania
## 1617                                                                                                                                                                                              pennsylvania
## 1618                                                                                                                                                                                              pennsylvania
## 1619                                                                                                                                                                                              pennsylvania
## 1620                                                                                                                                                                                              pennsylvania
## 1621                                                                                                                                                                                              pennsylvania
## 1622                                                                                                                                                                                              pennsylvania
## 1623                                                                                                                                                                                              pennsylvania
## 1624                                                                                                                                                                                              pennsylvania
## 1625                                                                                                                                                                                              pennsylvania
## 1626                                                                                                                                                                                              pennsylvania
## 1627                                                                                                                                                                                              pennsylvania
## 1628                                                                                                                                                                                              pennsylvania
## 1629                                                                                                                                                                                              pennsylvania
## 1630                                                                                                                                                                                              pennsylvania
## 1631                                                                                                                                                                                              pennsylvania
## 1632                                                                                                                                                                                              pennsylvania
## 1633                                                                                                                                                                                              pennsylvania
## 1634                                                                                                                                                                                              pennsylvania
## 1635                                                                                                                                                                                              pennsylvania
## 1636                                                                                                                                                                                              pennsylvania
## 1637                                                                                                                                                                                              pennsylvania
## 1638                                                                                                                                                                                              pennsylvania
## 1639                                                                                                                                                                                              rhode island
## 1640                                                                                                                                                                                              rhode island
## 1641                                                                                                                                                                                              rhode island
## 1642                                                                                                                                                                                              rhode island
## 1643                                                                                                                                                                                              rhode island
## 1644                                                                                                                                                                                              rhode island
## 1645                                                                                                                                                                                              rhode island
## 1646                                                                                                                                                                                              rhode island
## 1647                                                                                                                                                                                              rhode island
## 1648                                                                                                                                                                                              rhode island
## 1649                                                                                                                                                                                              rhode island
## 1650                                                                                                                                                                                              rhode island
## 1651                                                                                                                                                                                              rhode island
## 1652                                                                                                                                                                                              rhode island
## 1653                                                                                                                                                                                              rhode island
## 1654                                                                                                                                                                                              rhode island
## 1655                                                                                                                                                                                              rhode island
## 1656                                                                                                                                                                                              rhode island
## 1657                                                                                                                                                                                              rhode island
## 1658                                                                                                                                                                                              rhode island
## 1659                                                                                                                                                                                              rhode island
## 1660                                                                                                                                                                                              rhode island
## 1661                                                                                                                                                                                              rhode island
## 1662                                                                                                                                                                                              rhode island
## 1663                                                                                                                                                                                              rhode island
## 1664                                                                                                                                                                                              rhode island
## 1665                                                                                                                                                                                              rhode island
## 1666                                                                                                                                                                                              rhode island
## 1667                                                                                                                                                                                              rhode island
## 1668                                                                                                                                                                                              rhode island
## 1669                                                                                                                                                                                              rhode island
## 1670                                                                                                                                                                                              rhode island
## 1671                                                                                                                                                                                              rhode island
## 1672                                                                                                                                                                                              rhode island
## 1673                                                                                                                                                                                              rhode island
## 1674                                                                                                                                                                                              rhode island
## 1675                                                                                                                                                                                              rhode island
## 1676                                                                                                                                                                                              rhode island
## 1677                                                                                                                                                                                              rhode island
## 1678                                                                                                                                                                                              rhode island
## 1679                                                                                                                                                                                              rhode island
## 1680                                                                                                                                                                                              rhode island
## 1681                                                                                                                                                                                            south carolina
## 1682                                                                                                                                                                                            south carolina
## 1683                                                                                                                                                                                            south carolina
## 1684                                                                                                                                                                                            south carolina
## 1685                                                                                                                                                                                            south carolina
## 1686                                                                                                                                                                                            south carolina
## 1687                                                                                                                                                                                            south carolina
## 1688                                                                                                                                                                                            south carolina
## 1689                                                                                                                                                                                            south carolina
## 1690                                                                                                                                                                                            south carolina
## 1691                                                                                                                                                                                            south carolina
## 1692                                                                                                                                                                                            south carolina
## 1693                                                                                                                                                                                            south carolina
## 1694                                                                                                                                                                                            south carolina
## 1695                                                                                                                                                                                            south carolina
## 1696                                                                                                                                                                                            south carolina
## 1697                                                                                                                                                                                            south carolina
## 1698                                                                                                                                                                                            south carolina
## 1699                                                                                                                                                                                            south carolina
## 1700                                                                                                                                                                                            south carolina
## 1701                                                                                                                                                                                            south carolina
## 1702                                                                                                                                                                                            south carolina
## 1703                                                                                                                                                                                            south carolina
## 1704                                                                                                                                                                                            south carolina
## 1705                                                                                                                                                                                            south carolina
## 1706                                                                                                                                                                                            south carolina
## 1707                                                                                                                                                                                            south carolina
## 1708                                                                                                                                                                                            south carolina
## 1709                                                                                                                                                                                            south carolina
## 1710                                                                                                                                                                                            south carolina
## 1711                                                                                                                                                                                            south carolina
## 1712                                                                                                                                                                                            south carolina
## 1713                                                                                                                                                                                            south carolina
## 1714                                                                                                                                                                                            south carolina
## 1715                                                                                                                                                                                            south carolina
## 1716                                                                                                                                                                                            south carolina
## 1717                                                                                                                                                                                            south carolina
## 1718                                                                                                                                                                                            south carolina
## 1719                                                                                                                                                                                            south carolina
## 1720                                                                                                                                                                                            south carolina
## 1721                                                                                                                                                                                            south carolina
## 1722                                                                                                                                                                                            south carolina
## 1723                                                                                                                                                                                              south dakota
## 1724                                                                                                                                                                                              south dakota
## 1725                                                                                                                                                                                              south dakota
## 1726                                                                                                                                                                                              south dakota
## 1727                                                                                                                                                                                              south dakota
## 1728                                                                                                                                                                                              south dakota
## 1729                                                                                                                                                                                              south dakota
## 1730                                                                                                                                                                                              south dakota
## 1731                                                                                                                                                                                              south dakota
## 1732                                                                                                                                                                                              south dakota
## 1733                                                                                                                                                                                              south dakota
## 1734                                                                                                                                                                                              south dakota
## 1735                                                                                                                                                                                              south dakota
## 1736                                                                                                                                                                                              south dakota
## 1737                                                                                                                                                                                              south dakota
## 1738                                                                                                                                                                                              south dakota
## 1739                                                                                                                                                                                              south dakota
## 1740                                                                                                                                                                                              south dakota
## 1741                                                                                                                                                                                              south dakota
## 1742                                                                                                                                                                                              south dakota
## 1743                                                                                                                                                                                              south dakota
## 1744                                                                                                                                                                                              south dakota
## 1745                                                                                                                                                                                              south dakota
## 1746                                                                                                                                                                                              south dakota
## 1747                                                                                                                                                                                              south dakota
## 1748                                                                                                                                                                                              south dakota
## 1749                                                                                                                                                                                              south dakota
## 1750                                                                                                                                                                                              south dakota
## 1751                                                                                                                                                                                              south dakota
## 1752                                                                                                                                                                                              south dakota
## 1753                                                                                                                                                                                              south dakota
## 1754                                                                                                                                                                                              south dakota
## 1755                                                                                                                                                                                              south dakota
## 1756                                                                                                                                                                                              south dakota
## 1757                                                                                                                                                                                              south dakota
## 1758                                                                                                                                                                                              south dakota
## 1759                                                                                                                                                                                              south dakota
## 1760                                                                                                                                                                                              south dakota
## 1761                                                                                                                                                                                              south dakota
## 1762                                                                                                                                                                                              south dakota
## 1763                                                                                                                                                                                              south dakota
## 1764                                                                                                                                                                                              south dakota
## 1765                                                                                                                                                                                                 tennessee
## 1766                                                                                                                                                                                                 tennessee
## 1767                                                                                                                                                                                                 tennessee
## 1768                                                                                                                                                                                                 tennessee
## 1769                                                                                                                                                                                                 tennessee
## 1770                                                                                                                                                                                                 tennessee
## 1771                                                                                                                                                                                                 tennessee
## 1772                                                                                                                                                                                                 tennessee
## 1773                                                                                                                                                                                                 tennessee
## 1774                                                                                                                                                                                                 tennessee
## 1775                                                                                                                                                                                                 tennessee
## 1776                                                                                                                                                                                                 tennessee
## 1777                                                                                                                                                                                                 tennessee
## 1778                                                                                                                                                                                                 tennessee
## 1779                                                                                                                                                                                                 tennessee
## 1780                                                                                                                                                                                                 tennessee
## 1781                                                                                                                                                                                                 tennessee
## 1782                                                                                                                                                                                                 tennessee
## 1783                                                                                                                                                                                                 tennessee
## 1784                                                                                                                                                                                                 tennessee
## 1785                                                                                                                                                                                                 tennessee
## 1786                                                                                                                                                                                                 tennessee
## 1787                                                                                                                                                                                                 tennessee
## 1788                                                                                                                                                                                                 tennessee
## 1789                                                                                                                                                                                                 tennessee
## 1790                                                                                                                                                                                                 tennessee
## 1791                                                                                                                                                                                                 tennessee
## 1792                                                                                                                                                                                                 tennessee
## 1793                                                                                                                                                                                                 tennessee
## 1794                                                                                                                                                                                                 tennessee
## 1795                                                                                                                                                                                                 tennessee
## 1796                                                                                                                                                                                                 tennessee
## 1797                                                                                                                                                                                                 tennessee
## 1798                                                                                                                                                                                                 tennessee
## 1799                                                                                                                                                                                                 tennessee
## 1800                                                                                                                                                                                                 tennessee
## 1801                                                                                                                                                                                                 tennessee
## 1802                                                                                                                                                                                                 tennessee
## 1803                                                                                                                                                                                                 tennessee
## 1804                                                                                                                                                                                                 tennessee
## 1805                                                                                                                                                                                                 tennessee
## 1806                                                                                                                                                                                                 tennessee
## 1807                                                                                                                                                                                                     texas
## 1808                                                                                                                                                                                                     texas
## 1809                                                                                                                                                                                                     texas
## 1810                                                                                                                                                                                                     texas
## 1811                                                                                                                                                                                                     texas
## 1812                                                                                                                                                                                                     texas
## 1813                                                                                                                                                                                                     texas
## 1814                                                                                                                                                                                                     texas
## 1815                                                                                                                                                                                                     texas
## 1816                                                                                                                                                                                                     texas
## 1817                                                                                                                                                                                                     texas
## 1818                                                                                                                                                                                                     texas
## 1819                                                                                                                                                                                                     texas
## 1820                                                                                                                                                                                                     texas
## 1821                                                                                                                                                                                                     texas
## 1822                                                                                                                                                                                                     texas
## 1823                                                                                                                                                                                                     texas
## 1824                                                                                                                                                                                                     texas
## 1825                                                                                                                                                                                                     texas
## 1826                                                                                                                                                                                                     texas
## 1827                                                                                                                                                                                                     texas
## 1828                                                                                                                                                                                                     texas
## 1829                                                                                                                                                                                                     texas
## 1830                                                                                                                                                                                                     texas
## 1831                                                                                                                                                                                                     texas
## 1832                                                                                                                                                                                                     texas
## 1833                                                                                                                                                                                                     texas
## 1834                                                                                                                                                                                                     texas
## 1835                                                                                                                                                                                                     texas
## 1836                                                                                                                                                                                                     texas
## 1837                                                                                                                                                                                                     texas
## 1838                                                                                                                                                                                                     texas
## 1839                                                                                                                                                                                                     texas
## 1840                                                                                                                                                                                                     texas
## 1841                                                                                                                                                                                                     texas
## 1842                                                                                                                                                                                                     texas
## 1843                                                                                                                                                                                                     texas
## 1844                                                                                                                                                                                                     texas
## 1845                                                                                                                                                                                                     texas
## 1846                                                                                                                                                                                                     texas
## 1847                                                                                                                                                                                                     texas
## 1848                                                                                                                                                                                                     texas
## 1849                                                                                                                                                                                                      utah
## 1850                                                                                                                                                                                                      utah
## 1851                                                                                                                                                                                                      utah
## 1852                                                                                                                                                                                                      utah
## 1853                                                                                                                                                                                                      utah
## 1854                                                                                                                                                                                                      utah
## 1855                                                                                                                                                                                                      utah
## 1856                                                                                                                                                                                                      utah
## 1857                                                                                                                                                                                                      utah
## 1858                                                                                                                                                                                                      utah
## 1859                                                                                                                                                                                                      utah
## 1860                                                                                                                                                                                                      utah
## 1861                                                                                                                                                                                                      utah
## 1862                                                                                                                                                                                                      utah
## 1863                                                                                                                                                                                                      utah
## 1864                                                                                                                                                                                                      utah
## 1865                                                                                                                                                                                                      utah
## 1866                                                                                                                                                                                                      utah
## 1867                                                                                                                                                                                                      utah
## 1868                                                                                                                                                                                                      utah
## 1869                                                                                                                                                                                                      utah
## 1870                                                                                                                                                                                                      utah
## 1871                                                                                                                                                                                                      utah
## 1872                                                                                                                                                                                                      utah
## 1873                                                                                                                                                                                                      utah
## 1874                                                                                                                                                                                                      utah
## 1875                                                                                                                                                                                                      utah
## 1876                                                                                                                                                                                                      utah
## 1877                                                                                                                                                                                                      utah
## 1878                                                                                                                                                                                                      utah
## 1879                                                                                                                                                                                                      utah
## 1880                                                                                                                                                                                                      utah
## 1881                                                                                                                                                                                                      utah
## 1882                                                                                                                                                                                                      utah
## 1883                                                                                                                                                                                                      utah
## 1884                                                                                                                                                                                                      utah
## 1885                                                                                                                                                                                                      utah
## 1886                                                                                                                                                                                                      utah
## 1887                                                                                                                                                                                                      utah
## 1888                                                                                                                                                                                                      utah
## 1889                                                                                                                                                                                                      utah
## 1890                                                                                                                                                                                                      utah
## 1891                                                                                                                                                                                                   vermont
## 1892                                                                                                                                                                                                   vermont
## 1893                                                                                                                                                                                                   vermont
## 1894                                                                                                                                                                                                   vermont
## 1895                                                                                                                                                                                                   vermont
## 1896                                                                                                                                                                                                   vermont
## 1897                                                                                                                                                                                                   vermont
## 1898                                                                                                                                                                                                   vermont
## 1899                                                                                                                                                                                                   vermont
## 1900                                                                                                                                                                                                   vermont
## 1901                                                                                                                                                                                                   vermont
## 1902                                                                                                                                                                                                   vermont
## 1903                                                                                                                                                                                                   vermont
## 1904                                                                                                                                                                                                   vermont
## 1905                                                                                                                                                                                                   vermont
## 1906                                                                                                                                                                                                   vermont
## 1907                                                                                                                                                                                                   vermont
## 1908                                                                                                                                                                                                   vermont
## 1909                                                                                                                                                                                                   vermont
## 1910                                                                                                                                                                                                   vermont
## 1911                                                                                                                                                                                                   vermont
## 1912                                                                                                                                                                                                   vermont
## 1913                                                                                                                                                                                                   vermont
## 1914                                                                                                                                                                                                   vermont
## 1915                                                                                                                                                                                                   vermont
## 1916                                                                                                                                                                                                   vermont
## 1917                                                                                                                                                                                                   vermont
## 1918                                                                                                                                                                                                   vermont
## 1919                                                                                                                                                                                                   vermont
## 1920                                                                                                                                                                                                   vermont
## 1921                                                                                                                                                                                                   vermont
## 1922                                                                                                                                                                                                   vermont
## 1923                                                                                                                                                                                                   vermont
## 1924                                                                                                                                                                                                   vermont
## 1925                                                                                                                                                                                                   vermont
## 1926                                                                                                                                                                                                   vermont
## 1927                                                                                                                                                                                                   vermont
## 1928                                                                                                                                                                                                   vermont
## 1929                                                                                                                                                                                                   vermont
## 1930                                                                                                                                                                                                   vermont
## 1931                                                                                                                                                                                                   vermont
## 1932                                                                                                                                                                                                   vermont
## 1933                                                                                                                                                                                                  virginia
## 1934                                                                                                                                                                                                  virginia
## 1935                                                                                                                                                                                                  virginia
## 1936                                                                                                                                                                                                  virginia
## 1937                                                                                                                                                                                                  virginia
## 1938                                                                                                                                                                                                  virginia
## 1939                                                                                                                                                                                                  virginia
## 1940                                                                                                                                                                                                  virginia
## 1941                                                                                                                                                                                                  virginia
## 1942                                                                                                                                                                                                  virginia
## 1943                                                                                                                                                                                                  virginia
## 1944                                                                                                                                                                                                  virginia
## 1945                                                                                                                                                                                                  virginia
## 1946                                                                                                                                                                                                  virginia
## 1947                                                                                                                                                                                                  virginia
## 1948                                                                                                                                                                                                  virginia
## 1949                                                                                                                                                                                                  virginia
## 1950                                                                                                                                                                                                  virginia
## 1951                                                                                                                                                                                                  virginia
## 1952                                                                                                                                                                                                  virginia
## 1953                                                                                                                                                                                                  virginia
## 1954                                                                                                                                                                                                  virginia
## 1955                                                                                                                                                                                                  virginia
## 1956                                                                                                                                                                                                  virginia
## 1957                                                                                                                                                                                                  virginia
## 1958                                                                                                                                                                                                  virginia
## 1959                                                                                                                                                                                                  virginia
## 1960                                                                                                                                                                                                  virginia
## 1961                                                                                                                                                                                                  virginia
## 1962                                                                                                                                                                                                  virginia
## 1963                                                                                                                                                                                                  virginia
## 1964                                                                                                                                                                                                  virginia
## 1965                                                                                                                                                                                                  virginia
## 1966                                                                                                                                                                                                  virginia
## 1967                                                                                                                                                                                                  virginia
## 1968                                                                                                                                                                                                  virginia
## 1969                                                                                                                                                                                                  virginia
## 1970                                                                                                                                                                                                  virginia
## 1971                                                                                                                                                                                                  virginia
## 1972                                                                                                                                                                                                  virginia
## 1973                                                                                                                                                                                                  virginia
## 1974                                                                                                                                                                                                  virginia
## 1975                                                                                                                                                                                                washington
## 1976                                                                                                                                                                                                washington
## 1977                                                                                                                                                                                                washington
## 1978                                                                                                                                                                                                washington
## 1979                                                                                                                                                                                                washington
## 1980                                                                                                                                                                                                washington
## 1981                                                                                                                                                                                                washington
## 1982                                                                                                                                                                                                washington
## 1983                                                                                                                                                                                                washington
## 1984                                                                                                                                                                                                washington
## 1985                                                                                                                                                                                                washington
## 1986                                                                                                                                                                                                washington
## 1987                                                                                                                                                                                                washington
## 1988                                                                                                                                                                                                washington
## 1989                                                                                                                                                                                                washington
## 1990                                                                                                                                                                                                washington
## 1991                                                                                                                                                                                                washington
## 1992                                                                                                                                                                                                washington
## 1993                                                                                                                                                                                                washington
## 1994                                                                                                                                                                                                washington
## 1995                                                                                                                                                                                                washington
## 1996                                                                                                                                                                                                washington
## 1997                                                                                                                                                                                                washington
## 1998                                                                                                                                                                                                washington
## 1999                                                                                                                                                                                                washington
## 2000                                                                                                                                                                                                washington
## 2001                                                                                                                                                                                                washington
## 2002                                                                                                                                                                                                washington
## 2003                                                                                                                                                                                                washington
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## 2015                                                                                                                                                                                                washington
## 2016                                                                                                                                                                                                washington
## 2017                                                                                                                                                                                             west virginia
## 2018                                                                                                                                                                                             west virginia
## 2019                                                                                                                                                                                             west virginia
## 2020                                                                                                                                                                                             west virginia
## 2021                                                                                                                                                                                             west virginia
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## 2056                                                                                                                                                                                             west virginia
## 2057                                                                                                                                                                                             west virginia
## 2058                                                                                                                                                                                             west virginia
## 2059                                                                                                                                                                                                 wisconsin
## 2060                                                                                                                                                                                                 wisconsin
## 2061                                                                                                                                                                                                 wisconsin
## 2062                                                                                                                                                                                                 wisconsin
## 2063                                                                                                                                                                                                 wisconsin
## 2064                                                                                                                                                                                                 wisconsin
## 2065                                                                                                                                                                                                 wisconsin
## 2066                                                                                                                                                                                                 wisconsin
## 2067                                                                                                                                                                                                 wisconsin
## 2068                                                                                                                                                                                                 wisconsin
## 2069                                                                                                                                                                                                 wisconsin
## 2070                                                                                                                                                                                                 wisconsin
## 2071                                                                                                                                                                                                 wisconsin
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## 2074                                                                                                                                                                                                 wisconsin
## 2075                                                                                                                                                                                                 wisconsin
## 2076                                                                                                                                                                                                 wisconsin
## 2077                                                                                                                                                                                                 wisconsin
## 2078                                                                                                                                                                                                 wisconsin
## 2079                                                                                                                                                                                                 wisconsin
## 2080                                                                                                                                                                                                 wisconsin
## 2081                                                                                                                                                                                                 wisconsin
## 2082                                                                                                                                                                                                 wisconsin
## 2083                                                                                                                                                                                                 wisconsin
## 2084                                                                                                                                                                                                 wisconsin
## 2085                                                                                                                                                                                                 wisconsin
## 2086                                                                                                                                                                                                 wisconsin
## 2087                                                                                                                                                                                                 wisconsin
## 2088                                                                                                                                                                                                 wisconsin
## 2089                                                                                                                                                                                                 wisconsin
## 2090                                                                                                                                                                                                 wisconsin
## 2091                                                                                                                                                                                                 wisconsin
## 2092                                                                                                                                                                                                 wisconsin
## 2093                                                                                                                                                                                                 wisconsin
## 2094                                                                                                                                                                                                 wisconsin
## 2095                                                                                                                                                                                                 wisconsin
## 2096                                                                                                                                                                                                 wisconsin
## 2097                                                                                                                                                                                                 wisconsin
## 2098                                                                                                                                                                                                 wisconsin
## 2099                                                                                                                                                                                                 wisconsin
## 2100                                                                                                                                                                                                 wisconsin
## 2101                                                                                                                                                                                                   wyoming
## 2102                                                                                                                                                                                                   wyoming
## 2103                                                                                                                                                                                                   wyoming
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## 2120                                                                                                                                                                                                   wyoming
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## 2124                                                                                                                                                                                                   wyoming
## 2125                                                                                                                                                                                                   wyoming
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## 2127                                                                                                                                                                                                   wyoming
## 2128                                                                                                                                                                                                   wyoming
## 2129                                                                                                                                                                                                   wyoming
## 2130                                                                                                                                                                                                   wyoming
## 2131                                                                                                                                                                                                   wyoming
## 2132                                                                                                                                                                                                   wyoming
## 2133                                                                                                                                                                                                   wyoming
## 2134                                                                                                                                                                                                   wyoming
## 2135                                                                                                                                                                                                   wyoming
## 2136                                                                                                                                                                                                   wyoming
## 2137                                                                                                                                                                                                   wyoming
## 2138                                                                                                                                                                                                   wyoming
## 2139                                                                                                                                                                                                   wyoming
## 2140                                                                                                                                                                                                   wyoming
## 2141                                                                                                                                                                                                   wyoming
## 2142                                                                                                                                                                                                   wyoming
## 2143                                                                                                                                                                                          northeast region
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## 2184                                                                                                                                                                                          northeast region
## 2185                                                                                                                                                                                            midwest region
## 2186                                                                                                                                                                                            midwest region
## 2187                                                                                                                                                                                            midwest region
## 2188                                                                                                                                                                                            midwest region
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## 2225                                                                                                                                                                                            midwest region
## 2226                                                                                                                                                                                            midwest region
## 2227                                                                                                                                                                                              south region
## 2228                                                                                                                                                                                              south region
## 2229                                                                                                                                                                                              south region
## 2230                                                                                                                                                                                              south region
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## 2372                                                                                                                                                                                           V5 [2021-01-16]
## 2373                                                                                                                                                                                           V4 [2020-06-29]
## 2374                                                                                                                                                                                           V3 [2019-09-12]
## 2375                                                                                                                                                                                           V2 [2019-01-24]
## 2376                                                                                                                                                                                           V1 [2018-08-22]
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## 2378                                                                                                                                                                                               Dublin Core
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## 2383                                                                                                   This work is licensed under\xa0a\xa0Creative Commons Attribution 4.0 International (CC BY 4.0) License.
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## 2386                                                                                                                                                 \xa9\xa02023\xa0The Regents of the University of Michigan
##      year ethanol_beer_gallons_per_capita number_of_beers
## 1    2018                            1.04        246.5185
## 2    2017                            1.07        253.6296
## 3    2016                            1.09        258.3704
## 4    2015                            1.11        263.1111
## 5    2014                            1.13        267.8519
## 6    2013                            1.14        270.2222
## 7    2012                            1.16        274.9630
## 8    2011                            1.16        274.9630
## 9    2010                            1.17        277.3333
## 10   2009                            1.19        282.0741
## 11   2008                            1.22        289.1852
## 12   2007                            1.23        291.5556
## 13   2006                            1.21        286.8148
## 14   2005                            1.18        279.7037
## 15   2004                            1.19        282.0741
## 16   2003                            1.19        282.0741
## 17   2002                            1.18        279.7037
## 18   2001                            1.16        274.9630
## 19   2000                            1.19        282.0741
## 20   1999                            1.18        279.7037
## 21   1998                            1.16        274.9630
## 22   1997                            1.14        270.2222
## 23   1996                            1.17        277.3333
## 24   1995                            1.14        270.2222
## 25   1994                            1.16        274.9630
## 26   1993                            1.14        270.2222
## 27   1992                            1.02        241.7778
## 28   1991                            1.00        237.0370
## 29   1990                            1.12        265.4815
## 30   1989                            1.12        265.4815
## 31   1988                            1.12        265.4815
## 32   1987                            1.11        263.1111
## 33   1986                            1.10        260.7407
## 34   1985                            1.07        253.6296
## 35   1984                            1.03        244.1481
## 36   1983                            1.01        239.4074
## 37   1982                            1.00        237.0370
## 38   1981                            1.00        237.0370
## 39   1980                            0.95        225.1852
## 40   1979                            0.96        227.5556
## 41   1978                            0.95        225.1852
## 42   1977                            0.97        229.9259
## 43   2018                            1.06        251.2593
## 44   2017                            1.06        251.2593
## 45   2016                            1.15        272.5926
## 46   2015                            1.11        263.1111
## 47   2014                            1.11        263.1111
## 48   2013                            1.07        253.6296
## 49   2012                            1.17        277.3333
## 50   2011                            1.15        272.5926
## 51   2010                            1.23        291.5556
## 52   2009                            1.32        312.8889
## 53   2008                            1.20        284.4444
## 54   2007                            1.13        267.8519
## 55   2006                            1.25        296.2963
## 56   2005                            1.23        291.5556
## 57   2004                            1.31        310.5185
## 58   2003                            1.27        301.0370
## 59   2002                            1.35        320.0000
## 60   2001                            1.32        312.8889
## 61   2000                            1.37        324.7407
## 62   1999                            1.40        331.8519
## 63   1998                            1.39        329.4815
## 64   1997                            1.31        310.5185
## 65   1996                            1.31        310.5185
## 66   1995                            1.45        343.7037
## 67   1994                            1.53        362.6667
## 68   1993                            1.31        310.5185
## 69   1992                            1.53        362.6667
## 70   1991                            1.54        365.0370
## 71   1990                            1.62        384.0000
## 72   1989                            1.52        360.2963
## 73   1988                            1.54        365.0370
## 74   1987                            1.60        379.2593
## 75   1986                            1.65        391.1111
## 76   1985                            1.63        386.3704
## 77   1984                            1.67        395.8519
## 78   1983                            1.71        405.3333
## 79   1982                            1.69        400.5926
## 80   1981                            1.68        398.2222
## 81   1980                            1.54        365.0370
## 82   1979                            1.48        350.8148
## 83   1978                            1.39        329.4815
## 84   1977                            1.19        282.0741
## 85   2018                            1.08        256.0000
## 86   2017                            1.11        263.1111
## 87   2016                            1.14        270.2222
## 88   2015                            1.16        274.9630
## 89   2014                            1.18        279.7037
## 90   2013                            1.12        265.4815
## 91   2012                            1.14        270.2222
## 92   2011                            1.15        272.5926
## 93   2010                            1.23        291.5556
## 94   2009                            1.22        289.1852
## 95   2008                            1.30        308.1481
## 96   2007                            1.39        329.4815
## 97   2006                            1.34        317.6296
## 98   2005                            1.35        320.0000
## 99   2004                            1.40        331.8519
## 100  2003                            1.41        334.2222
## 101  2002                            1.46        346.0741
## 102  2001                            1.47        348.4444
## 103  2000                            1.48        350.8148
## 104  1999                            1.47        348.4444
## 105  1998                            1.44        341.3333
## 106  1997                            1.45        343.7037
## 107  1996                            1.52        360.2963
## 108  1995                            1.47        348.4444
## 109  1994                            1.52        360.2963
## 110  1993                            1.58        374.5185
## 111  1992                            1.58        374.5185
## 112  1991                            1.58        374.5185
## 113  1990                            1.59        376.8889
## 114  1989                            1.63        386.3704
## 115  1988                            1.60        379.2593
## 116  1987                            1.64        388.7407
## 117  1986                            1.74        412.4444
## 118  1985                            1.66        393.4815
## 119  1984                            1.55        367.4074
## 120  1983                            1.60        379.2593
## 121  1982                            1.71        405.3333
## 122  1981                            1.76        417.1852
## 123  1980                            1.68        398.2222
## 124  1979                            1.71        405.3333
## 125  1978                            1.66        393.4815
## 126  1977                            1.60        379.2593
## 127  2018                            0.90        213.3333
## 128  2017                            0.92        218.0741
## 129  2016                            0.93        220.4444
## 130  2015                            0.97        229.9259
## 131  2014                            0.96        227.5556
## 132  2013                            1.00        237.0370
## 133  2012                            1.00        237.0370
## 134  2011                            0.97        229.9259
## 135  2010                            1.04        246.5185
## 136  2009                            1.06        251.2593
## 137  2008                            1.09        258.3704
## 138  2007                            1.05        248.8889
## 139  2006                            1.05        248.8889
## 140  2005                            1.04        246.5185
## 141  2004                            1.08        256.0000
## 142  2003                            1.06        251.2593
## 143  2002                            1.09        258.3704
## 144  2001                            1.08        256.0000
## 145  2000                            1.09        258.3704
## 146  1999                            1.09        258.3704
## 147  1998                            1.10        260.7407
## 148  1997                            1.07        253.6296
## 149  1996                            1.07        253.6296
## 150  1995                            1.06        251.2593
## 151  1994                            1.06        251.2593
## 152  1993                            1.10        260.7407
## 153  1992                            1.13        267.8519
## 154  1991                            1.12        265.4815
## 155  1990                            1.12        265.4815
## 156  1989                            1.10        260.7407
## 157  1988                            1.09        258.3704
## 158  1987                            1.09        258.3704
## 159  1986                            1.08        256.0000
## 160  1985                            1.04        246.5185
## 161  1984                            1.03        244.1481
## 162  1983                            1.03        244.1481
## 163  1982                            1.03        244.1481
## 164  1981                            1.06        251.2593
## 165  1980                            1.00        237.0370
## 166  1979                            0.90        213.3333
## 167  1978                            0.95        225.1852
## 168  1977                            0.89        210.9630
## 169  2018                            1.00        237.0370
## 170  2017                            0.94        222.8148
## 171  2016                            0.96        227.5556
## 172  2015                            1.00        237.0370
## 173  2014                            1.00        237.0370
## 174  2013                            0.98        232.2963
## 175  2012                            0.99        234.6667
## 176  2011                            0.95        225.1852
## 177  2010                            0.97        229.9259
## 178  2009                            1.01        239.4074
## 179  2008                            1.05        248.8889
## 180  2007                            1.06        251.2593
## 181  2006                            1.02        241.7778
## 182  2005                            1.03        244.1481
## 183  2004                            1.07        253.6296
## 184  2003                            1.07        253.6296
## 185  2002                            1.08        256.0000
## 186  2001                            1.09        258.3704
## 187  2000                            1.12        265.4815
## 188  1999                            1.12        265.4815
## 189  1998                            1.11        263.1111
## 190  1997                            1.14        270.2222
## 191  1996                            1.13        267.8519
## 192  1995                            1.15        272.5926
## 193  1994                            1.09        258.3704
## 194  1993                            1.17        277.3333
## 195  1992                            1.28        303.4074
## 196  1991                            1.22        289.1852
## 197  1990                            1.32        312.8889
## 198  1989                            1.29        305.7778
## 199  1988                            1.32        312.8889
## 200  1987                            1.35        320.0000
## 201  1986                            1.35        320.0000
## 202  1985                            1.32        312.8889
## 203  1984                            1.37        324.7407
## 204  1983                            1.36        322.3704
## 205  1982                            1.37        324.7407
## 206  1981                            1.43        338.9630
## 207  1980                            1.41        334.2222
## 208  1979                            1.39        329.4815
## 209  1978                            1.33        315.2593
## 210  1977                            1.29        305.7778
## 211  2018                            1.14        270.2222
## 212  2017                            1.14        270.2222
## 213  2016                            1.14        270.2222
## 214  2015                            1.12        265.4815
## 215  2014                            1.14        270.2222
## 216  2013                            1.20        284.4444
## 217  2012                            1.15        272.5926
## 218  2011                            1.20        284.4444
## 219  2010                            1.22        289.1852
## 220  2009                            1.23        291.5556
## 221  2008                            1.28        303.4074
## 222  2007                            1.30        308.1481
## 223  2006                            1.29        305.7778
## 224  2005                            1.31        310.5185
## 225  2004                            1.30        308.1481
## 226  2003                            1.33        315.2593
## 227  2002                            1.35        320.0000
## 228  2001                            1.42        336.5926
## 229  2000                            1.35        320.0000
## 230  1999                            1.33        315.2593
## 231  1998                            1.33        315.2593
## 232  1997                            1.30        308.1481
## 233  1996                            1.36        322.3704
## 234  1995                            1.34        317.6296
## 235  1994                            1.36        322.3704
## 236  1993                            1.40        331.8519
## 237  1992                            1.34        317.6296
## 238  1991                            1.39        329.4815
## 239  1990                            1.35        320.0000
## 240  1989                            1.42        336.5926
## 241  1988                            1.44        341.3333
## 242  1987                            1.45        343.7037
## 243  1986                            1.49        353.1852
## 244  1985                            1.48        350.8148
## 245  1984                            1.51        357.9259
## 246  1983                            1.57        372.1481
## 247  1982                            1.63        386.3704
## 248  1981                            1.62        384.0000
## 249  1980                            1.56        369.7778
## 250  1979                            1.63        386.3704
## 251  1978                            1.60        379.2593
## 252  1977                            1.40        331.8519
## 253  2018                            0.80        189.6296
## 254  2017                            0.82        194.3704
## 255  2016                            0.85        201.4815
## 256  2015                            0.85        201.4815
## 257  2014                            0.84        199.1111
## 258  2013                            0.85        201.4815
## 259  2012                            0.86        203.8519
## 260  2011                            0.86        203.8519
## 261  2010                            0.88        208.5926
## 262  2009                            0.88        208.5926
## 263  2008                            0.93        220.4444
## 264  2007                            0.92        218.0741
## 265  2006                            0.93        220.4444
## 266  2005                            0.90        213.3333
## 267  2004                            0.93        220.4444
## 268  2003                            0.93        220.4444
## 269  2002                            0.95        225.1852
## 270  2001                            0.95        225.1852
## 271  2000                            0.94        222.8148
## 272  1999                            0.94        222.8148
## 273  1998                            0.96        227.5556
## 274  1997                            0.95        225.1852
## 275  1996                            0.91        215.7037
## 276  1995                            0.96        227.5556
## 277  1994                            0.99        234.6667
## 278  1993                            0.96        227.5556
## 279  1992                            1.01        239.4074
## 280  1991                            1.03        244.1481
## 281  1990                            1.09        258.3704
## 282  1989                            1.07        253.6296
## 283  1988                            1.12        265.4815
## 284  1987                            1.14        270.2222
## 285  1986                            1.11        263.1111
## 286  1985                            1.12        265.4815
## 287  1984                            1.10        260.7407
## 288  1983                            1.10        260.7407
## 289  1982                            1.04        246.5185
## 290  1981                            1.05        248.8889
## 291  1980                            1.06        251.2593
## 292  1979                            1.14        270.2222
## 293  1978                            1.09        258.3704
## 294  1977                            1.06        251.2593
## 295  2018                            1.11        263.1111
## 296  2017                            1.15        272.5926
## 297  2016                            1.20        284.4444
## 298  2015                            1.19        282.0741
## 299  2014                            1.21        286.8148
## 300  2013                            1.25        296.2963
## 301  2012                            1.32        312.8889
## 302  2011                            1.34        317.6296
## 303  2010                            1.36        322.3704
## 304  2009                            1.32        312.8889
## 305  2008                            1.35        320.0000
## 306  2007                            1.38        327.1111
## 307  2006                            1.41        334.2222
## 308  2005                            1.42        336.5926
## 309  2004                            1.42        336.5926
## 310  2003                            1.38        327.1111
## 311  2002                            1.39        329.4815
## 312  2001                            1.39        329.4815
## 313  2000                            1.36        322.3704
## 314  1999                            1.40        331.8519
## 315  1998                            1.41        334.2222
## 316  1997                            1.37        324.7407
## 317  1996                            1.39        329.4815
## 318  1995                            1.30        308.1481
## 319  1994                            1.43        338.9630
## 320  1993                            1.46        346.0741
## 321  1992                            1.40        331.8519
## 322  1991                            1.40        331.8519
## 323  1990                            1.44        341.3333
## 324  1989                            1.43        338.9630
## 325  1988                            1.46        346.0741
## 326  1987                            1.46        346.0741
## 327  1986                            1.46        346.0741
## 328  1985                            1.48        350.8148
## 329  1984                            1.52        360.2963
## 330  1983                            1.55        367.4074
## 331  1982                            1.54        365.0370
## 332  1981                            1.52        360.2963
## 333  1980                            1.44        341.3333
## 334  1979                            1.35        320.0000
## 335  1978                            1.31        310.5185
## 336  1977                            1.30        308.1481
## 337  2018                            1.08        256.0000
## 338  2017                            1.10        260.7407
## 339  2016                            1.12        265.4815
## 340  2015                            1.14        270.2222
## 341  2014                            1.15        272.5926
## 342  2013                            1.16        274.9630
## 343  2012                            1.18        279.7037
## 344  2011                            1.19        282.0741
## 345  2010                            1.22        289.1852
## 346  2009                            1.26        298.6667
## 347  2008                            1.35        320.0000
## 348  2007                            1.37        324.7407
## 349  2006                            1.38        327.1111
## 350  2005                            1.40        331.8519
## 351  2004                            1.38        327.1111
## 352  2003                            1.38        327.1111
## 353  2002                            1.36        322.3704
## 354  2001                            1.36        322.3704
## 355  2000                            1.39        329.4815
## 356  1999                            1.38        327.1111
## 357  1998                            1.37        324.7407
## 358  1997                            1.42        336.5926
## 359  1996                            1.33        315.2593
## 360  1995                            1.49        353.1852
## 361  1994                            1.50        355.5556
## 362  1993                            1.51        357.9259
## 363  1992                            1.61        381.6296
## 364  1991                            1.42        336.5926
## 365  1990                            1.42        336.5926
## 366  1989                            1.39        329.4815
## 367  1988                            1.38        327.1111
## 368  1987                            1.41        334.2222
## 369  1986                            1.45        343.7037
## 370  1985                            1.44        341.3333
## 371  1984                            1.51        357.9259
## 372  1983                            1.51        357.9259
## 373  1982                            1.46        346.0741
## 374  1981                            1.48        350.8148
## 375  1980                            1.49        353.1852
## 376  1979                            1.42        336.5926
## 377  1978                            1.38        327.1111
## 378  1977                            1.35        320.0000
## 379  2018                            1.05        248.8889
## 380  2017                            1.07        253.6296
## 381  2016                            1.09        258.3704
## 382  2015                            1.11        263.1111
## 383  2014                            1.10        260.7407
## 384  2013                            1.28        303.4074
## 385  2012                            1.26        298.6667
## 386  2011                            1.13        267.8519
## 387  2010                            1.12        265.4815
## 388  2009                            1.19        282.0741
## 389  2008                            1.24        293.9259
## 390  2007                            1.28        303.4074
## 391  2006                            1.32        312.8889
## 392  2005                            1.33        315.2593
## 393  2004                            1.34        317.6296
## 394  2003                            1.31        310.5185
## 395  2002                            1.32        312.8889
## 396  2001                            1.32        312.8889
## 397  2000                            1.32        312.8889
## 398  1999                            1.33        315.2593
## 399  1998                            1.33        315.2593
## 400  1997                            1.36        322.3704
## 401  1996                            1.36        322.3704
## 402  1995                            1.34        317.6296
## 403  1994                            1.40        331.8519
## 404  1993                            1.44        341.3333
## 405  1992                            1.45        343.7037
## 406  1991                            1.43        338.9630
## 407  1990                            1.54        365.0370
## 408  1989                            1.51        357.9259
## 409  1988                            1.50        355.5556
## 410  1987                            1.50        355.5556
## 411  1986                            1.50        355.5556
## 412  1985                            1.47        348.4444
## 413  1984                            1.46        346.0741
## 414  1983                            1.55        367.4074
## 415  1982                            1.54        365.0370
## 416  1981                            1.54        365.0370
## 417  1980                            1.40        331.8519
## 418  1979                            1.38        327.1111
## 419  1978                            1.34        317.6296
## 420  1977                            1.27        301.0370
## 421  2018                            0.95        225.1852
## 422  2017                            0.98        232.2963
## 423  2016                            0.99        234.6667
## 424  2015                            1.01        239.4074
## 425  2014                            1.02        241.7778
## 426  2013                            1.03        244.1481
## 427  2012                            1.06        251.2593
## 428  2011                            1.06        251.2593
## 429  2010                            1.08        256.0000
## 430  2009                            1.11        263.1111
## 431  2008                            1.16        274.9630
## 432  2007                            1.19        282.0741
## 433  2006                            1.19        282.0741
## 434  2005                            1.17        277.3333
## 435  2004                            1.19        282.0741
## 436  2003                            1.20        284.4444
## 437  2002                            1.21        286.8148
## 438  2001                            1.20        284.4444
## 439  2000                            1.21        286.8148
## 440  1999                            1.23        291.5556
## 441  1998                            1.22        289.1852
## 442  1997                            1.20        284.4444
## 443  1996                            1.24        293.9259
## 444  1995                            1.21        286.8148
## 445  1994                            1.17        277.3333
## 446  1993                            1.23        291.5556
## 447  1992                            1.22        289.1852
## 448  1991                            1.16        274.9630
## 449  1990                            1.22        289.1852
## 450  1989                            1.18        279.7037
## 451  1988                            1.21        286.8148
## 452  1987                            1.21        286.8148
## 453  1986                            1.21        286.8148
## 454  1985                            1.17        277.3333
## 455  1984                            1.18        279.7037
## 456  1983                            1.14        270.2222
## 457  1982                            1.12        265.4815
## 458  1981                            1.10        260.7407
## 459  1980                            1.06        251.2593
## 460  1979                            1.11        263.1111
## 461  1978                            1.09        258.3704
## 462  1977                            1.03        244.1481
## 463  2018                            1.28        303.4074
## 464  2017                            1.29        305.7778
## 465  2016                            1.29        305.7778
## 466  2015                            1.28        303.4074
## 467  2014                            1.27        301.0370
## 468  2013                            1.25        296.2963
## 469  2012                            1.25        296.2963
## 470  2011                            1.25        296.2963
## 471  2010                            1.25        296.2963
## 472  2009                            1.27        301.0370
## 473  2008                            1.33        315.2593
## 474  2007                            1.30        308.1481
## 475  2006                            1.28        303.4074
## 476  2005                            1.30        308.1481
## 477  2004                            1.38        327.1111
## 478  2003                            1.30        308.1481
## 479  2002                            1.27        301.0370
## 480  2001                            1.30        308.1481
## 481  2000                            1.33        315.2593
## 482  1999                            1.31        310.5185
## 483  1998                            1.32        312.8889
## 484  1997                            1.38        327.1111
## 485  1996                            1.40        331.8519
## 486  1995                            1.41        334.2222
## 487  1994                            1.46        346.0741
## 488  1993                            1.49        353.1852
## 489  1992                            1.55        367.4074
## 490  1991                            1.57        372.1481
## 491  1990                            1.64        388.7407
## 492  1989                            1.56        369.7778
## 493  1988                            1.64        388.7407
## 494  1987                            1.59        376.8889
## 495  1986                            1.61        381.6296
## 496  1985                            1.61        381.6296
## 497  1984                            1.66        393.4815
## 498  1983                            1.89        448.0000
## 499  1982                            1.80        426.6667
## 500  1981                            1.74        412.4444
## 501  1980                            1.64        388.7407
## 502  1979                            1.51        357.9259
## 503  1978                            1.33        315.2593
## 504  1977                            1.55        367.4074
## 505  2018                            0.90        213.3333
## 506  2017                            0.90        213.3333
## 507  2016                            0.92        218.0741
## 508  2015                            0.94        222.8148
## 509  2014                            0.93        220.4444
## 510  2013                            0.96        227.5556
## 511  2012                            0.98        232.2963
## 512  2011                            1.00        237.0370
## 513  2010                            1.06        251.2593
## 514  2009                            1.05        248.8889
## 515  2008                            1.15        272.5926
## 516  2007                            1.17        277.3333
## 517  2006                            1.14        270.2222
## 518  2005                            1.11        263.1111
## 519  2004                            1.14        270.2222
## 520  2003                            1.15        272.5926
## 521  2002                            1.16        274.9630
## 522  2001                            1.14        270.2222
## 523  2000                            1.13        267.8519
## 524  1999                            1.09        258.3704
## 525  1998                            1.15        272.5926
## 526  1997                            1.11        263.1111
## 527  1996                            1.13        267.8519
## 528  1995                            1.18        279.7037
## 529  1994                            1.24        293.9259
## 530  1993                            1.26        298.6667
## 531  1992                            1.32        312.8889
## 532  1991                            1.31        310.5185
## 533  1990                            1.36        322.3704
## 534  1989                            1.27        301.0370
## 535  1988                            1.28        303.4074
## 536  1987                            1.33        315.2593
## 537  1986                            1.36        322.3704
## 538  1985                            1.36        322.3704
## 539  1984                            1.41        334.2222
## 540  1983                            1.45        343.7037
## 541  1982                            1.45        343.7037
## 542  1981                            1.54        365.0370
## 543  1980                            1.53        362.6667
## 544  1979                            1.51        357.9259
## 545  1978                            1.46        346.0741
## 546  1977                            1.47        348.4444
## 547  2018                            1.08        256.0000
## 548  2017                            1.10        260.7407
## 549  2016                            1.12        265.4815
## 550  2015                            1.12        265.4815
## 551  2014                            1.12        265.4815
## 552  2013                            1.13        267.8519
## 553  2012                            1.15        272.5926
## 554  2011                            1.19        282.0741
## 555  2010                            1.22        289.1852
## 556  2009                            1.24        293.9259
## 557  2008                            1.23        291.5556
## 558  2007                            1.24        293.9259
## 559  2006                            1.24        293.9259
## 560  2005                            1.23        291.5556
## 561  2004                            1.24        293.9259
## 562  2003                            1.26        298.6667
## 563  2002                            1.28        303.4074
## 564  2001                            1.27        301.0370
## 565  2000                            1.28        303.4074
## 566  1999                            1.29        305.7778
## 567  1998                            1.27        301.0370
## 568  1997                            1.26        298.6667
## 569  1996                            1.27        301.0370
## 570  1995                            1.30        308.1481
## 571  1994                            1.32        312.8889
## 572  1993                            1.32        312.8889
## 573  1992                            1.34        317.6296
## 574  1991                            1.38        327.1111
## 575  1990                            1.43        338.9630
## 576  1989                            1.42        336.5926
## 577  1988                            1.45        343.7037
## 578  1987                            1.43        338.9630
## 579  1986                            1.42        336.5926
## 580  1985                            1.39        329.4815
## 581  1984                            1.41        334.2222
## 582  1983                            1.43        338.9630
## 583  1982                            1.42        336.5926
## 584  1981                            1.44        341.3333
## 585  1980                            1.42        336.5926
## 586  1979                            1.42        336.5926
## 587  1978                            1.35        320.0000
## 588  1977                            1.32        312.8889
## 589  2018                            0.96        227.5556
## 590  2017                            0.97        229.9259
## 591  2016                            0.98        232.2963
## 592  2015                            0.98        232.2963
## 593  2014                            0.98        232.2963
## 594  2013                            1.00        237.0370
## 595  2012                            1.02        241.7778
## 596  2011                            1.02        241.7778
## 597  2010                            1.03        244.1481
## 598  2009                            1.08        256.0000
## 599  2008                            1.10        260.7407
## 600  2007                            1.13        267.8519
## 601  2006                            1.09        258.3704
## 602  2005                            1.11        263.1111
## 603  2004                            1.14        270.2222
## 604  2003                            1.11        263.1111
## 605  2002                            1.13        267.8519
## 606  2001                            1.15        272.5926
## 607  2000                            1.16        274.9630
## 608  1999                            1.16        274.9630
## 609  1998                            1.14        270.2222
## 610  1997                            1.09        258.3704
## 611  1996                            1.09        258.3704
## 612  1995                            1.14        270.2222
## 613  1994                            1.15        272.5926
## 614  1993                            1.15        272.5926
## 615  1992                            1.16        274.9630
## 616  1991                            1.22        289.1852
## 617  1990                            1.26        298.6667
## 618  1989                            1.23        291.5556
## 619  1988                            1.25        296.2963
## 620  1987                            1.26        298.6667
## 621  1986                            1.26        298.6667
## 622  1985                            1.26        298.6667
## 623  1984                            1.27        301.0370
## 624  1983                            1.28        303.4074
## 625  1982                            1.29        305.7778
## 626  1981                            1.29        305.7778
## 627  1980                            1.26        298.6667
## 628  1979                            1.21        286.8148
## 629  1978                            1.18        279.7037
## 630  1977                            1.13        267.8519
## 631  2018                            1.24        293.9259
## 632  2017                            1.27        301.0370
## 633  2016                            1.30        308.1481
## 634  2015                            1.31        310.5185
## 635  2014                            1.34        317.6296
## 636  2013                            1.33        315.2593
## 637  2012                            1.36        322.3704
## 638  2011                            1.38        327.1111
## 639  2010                            1.39        329.4815
## 640  2009                            1.42        336.5926
## 641  2008                            1.43        338.9630
## 642  2007                            1.41        334.2222
## 643  2006                            1.39        329.4815
## 644  2005                            1.40        331.8519
## 645  2004                            1.39        329.4815
## 646  2003                            1.38        327.1111
## 647  2002                            1.38        327.1111
## 648  2001                            1.36        322.3704
## 649  2000                            1.35        320.0000
## 650  1999                            1.34        317.6296
## 651  1998                            1.31        310.5185
## 652  1997                            1.28        303.4074
## 653  1996                            1.28        303.4074
## 654  1995                            1.26        298.6667
## 655  1994                            1.30        308.1481
## 656  1993                            1.28        303.4074
## 657  1992                            1.31        310.5185
## 658  1991                            1.32        312.8889
## 659  1990                            1.34        317.6296
## 660  1989                            1.30        308.1481
## 661  1988                            1.32        312.8889
## 662  1987                            1.34        317.6296
## 663  1986                            1.35        320.0000
## 664  1985                            1.33        315.2593
## 665  1984                            1.39        329.4815
## 666  1983                            1.40        331.8519
## 667  1982                            1.40        331.8519
## 668  1981                            1.44        341.3333
## 669  1980                            1.41        334.2222
## 670  1979                            1.40        331.8519
## 671  1978                            1.38        327.1111
## 672  1977                            1.33        315.2593
## 673  2018                            0.99        234.6667
## 674  2017                            1.03        244.1481
## 675  2016                            1.02        241.7778
## 676  2015                            1.03        244.1481
## 677  2014                            1.04        246.5185
## 678  2013                            0.99        234.6667
## 679  2012                            1.09        258.3704
## 680  2011                            1.07        253.6296
## 681  2010                            1.13        267.8519
## 682  2009                            1.18        279.7037
## 683  2008                            1.22        289.1852
## 684  2007                            1.17        277.3333
## 685  2006                            1.14        270.2222
## 686  2005                            1.14        270.2222
## 687  2004                            1.14        270.2222
## 688  2003                            1.16        274.9630
## 689  2002                            1.19        282.0741
## 690  2001                            1.12        265.4815
## 691  2000                            1.13        267.8519
## 692  1999                            1.12        265.4815
## 693  1998                            1.08        256.0000
## 694  1997                            1.08        256.0000
## 695  1996                            1.04        246.5185
## 696  1995                            1.04        246.5185
## 697  1994                            1.12        265.4815
## 698  1993                            1.09        258.3704
## 699  1992                            1.09        258.3704
## 700  1991                            1.15        272.5926
## 701  1990                            1.13        267.8519
## 702  1989                            1.13        267.8519
## 703  1988                            1.13        267.8519
## 704  1987                            1.14        270.2222
## 705  1986                            1.14        270.2222
## 706  1985                            1.18        279.7037
## 707  1984                            1.19        282.0741
## 708  1983                            1.20        284.4444
## 709  1982                            1.22        289.1852
## 710  1981                            1.23        291.5556
## 711  1980                            1.22        289.1852
## 712  1979                            1.19        282.0741
## 713  1978                            1.15        272.5926
## 714  1977                            1.14        270.2222
## 715  2018                            0.93        220.4444
## 716  2017                            0.94        222.8148
## 717  2016                            0.96        227.5556
## 718  2015                            0.99        234.6667
## 719  2014                            0.94        222.8148
## 720  2013                            0.95        225.1852
## 721  2012                            0.97        229.9259
## 722  2011                            0.94        222.8148
## 723  2010                            1.00        237.0370
## 724  2009                            1.02        241.7778
## 725  2008                            1.03        244.1481
## 726  2007                            1.04        246.5185
## 727  2006                            1.04        246.5185
## 728  2005                            1.04        246.5185
## 729  2004                            1.07        253.6296
## 730  2003                            1.03        244.1481
## 731  2002                            1.08        256.0000
## 732  2001                            1.04        246.5185
## 733  2000                            1.07        253.6296
## 734  1999                            1.07        253.6296
## 735  1998                            1.08        256.0000
## 736  1997                            1.07        253.6296
## 737  1996                            1.09        258.3704
## 738  1995                            1.06        251.2593
## 739  1994                            1.08        256.0000
## 740  1993                            1.08        256.0000
## 741  1992                            1.04        246.5185
## 742  1991                            1.11        263.1111
## 743  1990                            1.12        265.4815
## 744  1989                            1.09        258.3704
## 745  1988                            1.10        260.7407
## 746  1987                            1.04        246.5185
## 747  1986                            1.10        260.7407
## 748  1985                            1.08        256.0000
## 749  1984                            1.06        251.2593
## 750  1983                            1.13        267.8519
## 751  1982                            1.14        270.2222
## 752  1981                            1.13        267.8519
## 753  1980                            1.08        256.0000
## 754  1979                            1.07        253.6296
## 755  1978                            1.04        246.5185
## 756  1977                            1.16        274.9630
## 757  2018                            1.23        291.5556
## 758  2017                            1.24        293.9259
## 759  2016                            1.25        296.2963
## 760  2015                            1.27        301.0370
## 761  2014                            1.30        308.1481
## 762  2013                            1.34        317.6296
## 763  2012                            1.38        327.1111
## 764  2011                            1.39        329.4815
## 765  2010                            1.42        336.5926
## 766  2009                            1.50        355.5556
## 767  2008                            1.55        367.4074
## 768  2007                            1.57        372.1481
## 769  2006                            1.59        376.8889
## 770  2005                            1.47        348.4444
## 771  2004                            1.38        327.1111
## 772  2003                            1.41        334.2222
## 773  2002                            1.32        312.8889
## 774  2001                            1.49        353.1852
## 775  2000                            1.51        357.9259
## 776  1999                            1.52        360.2963
## 777  1998                            1.48        350.8148
## 778  1997                            1.51        357.9259
## 779  1996                            1.52        360.2963
## 780  1995                            1.51        357.9259
## 781  1994                            1.45        343.7037
## 782  1993                            1.53        362.6667
## 783  1992                            1.55        367.4074
## 784  1991                            1.52        360.2963
## 785  1990                            1.53        362.6667
## 786  1989                            1.47        348.4444
## 787  1988                            1.49        353.1852
## 788  1987                            1.40        331.8519
## 789  1986                            1.42        336.5926
## 790  1985                            1.37        324.7407
## 791  1984                            1.42        336.5926
## 792  1983                            1.44        341.3333
## 793  1982                            1.49        353.1852
## 794  1981                            1.49        353.1852
## 795  1980                            1.40        331.8519
## 796  1979                            1.32        312.8889
## 797  1978                            1.32        312.8889
## 798  1977                            1.27        301.0370
## 799  2018                            1.34        317.6296
## 800  2017                            1.35        320.0000
## 801  2016                            1.36        322.3704
## 802  2015                            1.37        324.7407
## 803  2014                            1.36        322.3704
## 804  2013                            1.36        322.3704
## 805  2012                            1.34        317.6296
## 806  2011                            1.31        310.5185
## 807  2010                            1.30        308.1481
## 808  2009                            1.31        310.5185
## 809  2008                            1.33        315.2593
## 810  2007                            1.35        320.0000
## 811  2006                            1.34        317.6296
## 812  2005                            1.34        317.6296
## 813  2004                            1.26        298.6667
## 814  2003                            1.25        296.2963
## 815  2002                            1.23        291.5556
## 816  2001                            1.21        286.8148
## 817  2000                            1.17        277.3333
## 818  1999                            1.16        274.9630
## 819  1998                            1.14        270.2222
## 820  1997                            1.16        274.9630
## 821  1996                            1.21        286.8148
## 822  1995                            1.14        270.2222
## 823  1994                            1.13        267.8519
## 824  1993                            1.15        272.5926
## 825  1992                            1.16        274.9630
## 826  1991                            1.18        279.7037
## 827  1990                            1.21        286.8148
## 828  1989                            1.26        298.6667
## 829  1988                            1.29        305.7778
## 830  1987                            1.27        301.0370
## 831  1986                            1.29        305.7778
## 832  1985                            1.29        305.7778
## 833  1984                            1.25        296.2963
## 834  1983                            1.32        312.8889
## 835  1982                            1.30        308.1481
## 836  1981                            1.24        293.9259
## 837  1980                            1.32        312.8889
## 838  1979                            1.27        301.0370
## 839  1978                            1.28        303.4074
## 840  1977                            1.35        320.0000
## 841  2018                            0.78        184.8889
## 842  2017                            0.82        194.3704
## 843  2016                            0.83        196.7407
## 844  2015                            0.85        201.4815
## 845  2014                            0.86        203.8519
## 846  2013                            0.89        210.9630
## 847  2012                            0.91        215.7037
## 848  2011                            0.92        218.0741
## 849  2010                            0.94        222.8148
## 850  2009                            0.96        227.5556
## 851  2008                            0.99        234.6667
## 852  2007                            1.01        239.4074
## 853  2006                            1.01        239.4074
## 854  2005                            1.02        241.7778
## 855  2004                            1.03        244.1481
## 856  2003                            1.03        244.1481
## 857  2002                            1.06        251.2593
## 858  2001                            1.06        251.2593
## 859  2000                            1.04        246.5185
## 860  1999                            1.04        246.5185
## 861  1998                            1.05        248.8889
## 862  1997                            1.08        256.0000
## 863  1996                            1.05        248.8889
## 864  1995                            1.07        253.6296
## 865  1994                            1.09        258.3704
## 866  1993                            1.10        260.7407
## 867  1992                            1.11        263.1111
## 868  1991                            1.15        272.5926
## 869  1990                            1.22        289.1852
## 870  1989                            1.20        284.4444
## 871  1988                            1.24        293.9259
## 872  1987                            1.28        303.4074
## 873  1986                            1.28        303.4074
## 874  1985                            1.30        308.1481
## 875  1984                            1.31        310.5185
## 876  1983                            1.34        317.6296
## 877  1982                            1.27        301.0370
## 878  1981                            1.39        329.4815
## 879  1980                            1.41        334.2222
## 880  1979                            1.43        338.9630
## 881  1978                            1.40        331.8519
## 882  1977                            1.36        322.3704
## 883  2018                            0.91        215.7037
## 884  2017                            0.95        225.1852
## 885  2016                            0.95        225.1852
## 886  2015                            0.96        227.5556
## 887  2014                            0.98        232.2963
## 888  2013                            1.00        237.0370
## 889  2012                            1.03        244.1481
## 890  2011                            1.02        241.7778
## 891  2010                            1.04        246.5185
## 892  2009                            1.03        244.1481
## 893  2008                            1.08        256.0000
## 894  2007                            1.11        263.1111
## 895  2006                            1.10        260.7407
## 896  2005                            1.07        253.6296
## 897  2004                            1.10        260.7407
## 898  2003                            1.10        260.7407
## 899  2002                            1.13        267.8519
## 900  2001                            1.13        267.8519
## 901  2000                            1.16        274.9630
## 902  1999                            1.09        258.3704
## 903  1998                            1.14        270.2222
## 904  1997                            1.13        267.8519
## 905  1996                            1.11        263.1111
## 906  1995                            1.13        267.8519
## 907  1994                            1.14        270.2222
## 908  1993                            1.14        270.2222
## 909  1992                            1.12        265.4815
## 910  1991                            1.19        282.0741
## 911  1990                            1.22        289.1852
## 912  1989                            1.24        293.9259
## 913  1988                            1.27        301.0370
## 914  1987                            1.27        301.0370
## 915  1986                            1.29        305.7778
## 916  1985                            1.28        303.4074
## 917  1984                            1.29        305.7778
## 918  1983                            1.36        322.3704
## 919  1982                            1.35        320.0000
## 920  1981                            1.44        341.3333
## 921  1980                            1.46        346.0741
## 922  1979                            1.40        331.8519
## 923  1978                            1.38        327.1111
## 924  1977                            1.35        320.0000
## 925  2018                            1.00        237.0370
## 926  2017                            1.01        239.4074
## 927  2016                            1.03        244.1481
## 928  2015                            0.99        234.6667
## 929  2014                            1.05        248.8889
## 930  2013                            1.01        239.4074
## 931  2012                            1.08        256.0000
## 932  2011                            1.07        253.6296
## 933  2010                            1.09        258.3704
## 934  2009                            1.11        263.1111
## 935  2008                            1.13        267.8519
## 936  2007                            1.13        267.8519
## 937  2006                            1.13        267.8519
## 938  2005                            1.15        272.5926
## 939  2004                            1.16        274.9630
## 940  2003                            1.17        277.3333
## 941  2002                            1.19        282.0741
## 942  2001                            1.18        279.7037
## 943  2000                            1.20        284.4444
## 944  1999                            1.20        284.4444
## 945  1998                            1.20        284.4444
## 946  1997                            1.19        282.0741
## 947  1996                            1.22        289.1852
## 948  1995                            1.20        284.4444
## 949  1994                            1.23        291.5556
## 950  1993                            1.26        298.6667
## 951  1992                            1.26        298.6667
## 952  1991                            1.30        308.1481
## 953  1990                            1.33        315.2593
## 954  1989                            1.29        305.7778
## 955  1988                            1.32        312.8889
## 956  1987                            1.32        312.8889
## 957  1986                            1.33        315.2593
## 958  1985                            1.31        310.5185
## 959  1984                            1.33        315.2593
## 960  1983                            1.36        322.3704
## 961  1982                            1.35        320.0000
## 962  1981                            1.34        317.6296
## 963  1980                            1.34        317.6296
## 964  1979                            1.36        322.3704
## 965  1978                            1.43        338.9630
## 966  1977                            1.45        343.7037
## 967  2018                            1.14        270.2222
## 968  2017                            1.15        272.5926
## 969  2016                            1.15        272.5926
## 970  2015                            1.16        274.9630
## 971  2014                            1.14        270.2222
## 972  2013                            1.14        270.2222
## 973  2012                            1.18        279.7037
## 974  2011                            1.13        267.8519
## 975  2010                            1.14        270.2222
## 976  2009                            1.19        282.0741
## 977  2008                            1.21        286.8148
## 978  2007                            1.23        291.5556
## 979  2006                            1.15        272.5926
## 980  2005                            1.18        279.7037
## 981  2004                            1.24        293.9259
## 982  2003                            1.22        289.1852
## 983  2002                            1.26        298.6667
## 984  2001                            1.25        296.2963
## 985  2000                            1.24        293.9259
## 986  1999                            1.23        291.5556
## 987  1998                            1.16        274.9630
## 988  1997                            1.20        284.4444
## 989  1996                            1.23        291.5556
## 990  1995                            1.29        305.7778
## 991  1994                            1.27        301.0370
## 992  1993                            1.24        293.9259
## 993  1992                            1.25        296.2963
## 994  1991                            1.30        308.1481
## 995  1990                            1.32        312.8889
## 996  1989                            1.29        305.7778
## 997  1988                            1.31        310.5185
## 998  1987                            1.32        312.8889
## 999  1986                            1.31        310.5185
## 1000 1985                            1.31        310.5185
## 1001 1984                            1.34        317.6296
## 1002 1983                            1.38        327.1111
## 1003 1982                            1.37        324.7407
## 1004 1981                            1.39        329.4815
## 1005 1980                            1.39        329.4815
## 1006 1979                            1.36        322.3704
## 1007 1978                            1.32        312.8889
## 1008 1977                            1.31        310.5185
## 1009 2018                            1.21        286.8148
## 1010 2017                            1.25        296.2963
## 1011 2016                            1.28        303.4074
## 1012 2015                            1.31        310.5185
## 1013 2014                            1.33        315.2593
## 1014 2013                            1.35        320.0000
## 1015 2012                            1.37        324.7407
## 1016 2011                            1.36        322.3704
## 1017 2010                            1.37        324.7407
## 1018 2009                            1.41        334.2222
## 1019 2008                            1.44        341.3333
## 1020 2007                            1.45        343.7037
## 1021 2006                            1.43        338.9630
## 1022 2005                            1.40        331.8519
## 1023 2004                            1.38        327.1111
## 1024 2003                            1.38        327.1111
## 1025 2002                            1.41        334.2222
## 1026 2001                            1.40        331.8519
## 1027 2000                            1.43        338.9630
## 1028 1999                            1.42        336.5926
## 1029 1998                            1.40        331.8519
## 1030 1997                            1.39        329.4815
## 1031 1996                            1.42        336.5926
## 1032 1995                            1.37        324.7407
## 1033 1994                            1.28        303.4074
## 1034 1993                            1.37        324.7407
## 1035 1992                            1.35        320.0000
## 1036 1991                            1.32        312.8889
## 1037 1990                            1.34        317.6296
## 1038 1989                            1.28        303.4074
## 1039 1988                            1.30        308.1481
## 1040 1987                            1.28        303.4074
## 1041 1986                            1.28        303.4074
## 1042 1985                            1.22        289.1852
## 1043 1984                            1.20        284.4444
## 1044 1983                            1.20        284.4444
## 1045 1982                            1.18        279.7037
## 1046 1981                            1.19        282.0741
## 1047 1980                            1.13        267.8519
## 1048 1979                            1.10        260.7407
## 1049 1978                            1.11        263.1111
## 1050 1977                            1.04        246.5185
## 1051 2018                            1.11        263.1111
## 1052 2017                            1.13        267.8519
## 1053 2016                            1.16        274.9630
## 1054 2015                            1.17        277.3333
## 1055 2014                            1.16        274.9630
## 1056 2013                            1.19        282.0741
## 1057 2012                            1.22        289.1852
## 1058 2011                            1.24        293.9259
## 1059 2010                            1.27        301.0370
## 1060 2009                            1.30        308.1481
## 1061 2008                            1.32        312.8889
## 1062 2007                            1.33        315.2593
## 1063 2006                            1.33        315.2593
## 1064 2005                            1.31        310.5185
## 1065 2004                            1.33        315.2593
## 1066 2003                            1.34        317.6296
## 1067 2002                            1.36        322.3704
## 1068 2001                            1.34        317.6296
## 1069 2000                            1.35        320.0000
## 1070 1999                            1.35        320.0000
## 1071 1998                            1.33        315.2593
## 1072 1997                            1.30        308.1481
## 1073 1996                            1.31        310.5185
## 1074 1995                            1.31        310.5185
## 1075 1994                            1.36        322.3704
## 1076 1993                            1.33        315.2593
## 1077 1992                            1.34        317.6296
## 1078 1991                            1.35        320.0000
## 1079 1990                            1.37        324.7407
## 1080 1989                            1.36        322.3704
## 1081 1988                            1.35        320.0000
## 1082 1987                            1.38        327.1111
## 1083 1986                            1.38        327.1111
## 1084 1985                            1.34        317.6296
## 1085 1984                            1.35        320.0000
## 1086 1983                            1.38        327.1111
## 1087 1982                            1.39        329.4815
## 1088 1981                            1.41        334.2222
## 1089 1980                            1.39        329.4815
## 1090 1979                            1.36        322.3704
## 1091 1978                            1.31        310.5185
## 1092 1977                            1.23        291.5556
## 1093 2018                            1.60        379.2593
## 1094 2017                            1.61        381.6296
## 1095 2016                            1.62        384.0000
## 1096 2015                            1.63        386.3704
## 1097 2014                            1.63        386.3704
## 1098 2013                            1.64        388.7407
## 1099 2012                            1.65        391.1111
## 1100 2011                            1.61        381.6296
## 1101 2010                            1.65        391.1111
## 1102 2009                            1.64        388.7407
## 1103 2008                            1.66        393.4815
## 1104 2007                            1.66        393.4815
## 1105 2006                            1.63        386.3704
## 1106 2005                            1.59        376.8889
## 1107 2004                            1.57        372.1481
## 1108 2003                            1.56        369.7778
## 1109 2002                            1.62        384.0000
## 1110 2001                            1.58        374.5185
## 1111 2000                            1.57        372.1481
## 1112 1999                            1.56        369.7778
## 1113 1998                            1.53        362.6667
## 1114 1997                            1.41        334.2222
## 1115 1996                            1.55        367.4074
## 1116 1995                            1.52        360.2963
## 1117 1994                            1.57        372.1481
## 1118 1993                            1.49        353.1852
## 1119 1992                            1.59        376.8889
## 1120 1991                            1.61        381.6296
## 1121 1990                            1.61        381.6296
## 1122 1989                            1.59        376.8889
## 1123 1988                            1.61        381.6296
## 1124 1987                            1.59        376.8889
## 1125 1986                            1.60        379.2593
## 1126 1985                            1.62        384.0000
## 1127 1984                            1.71        405.3333
## 1128 1983                            1.80        426.6667
## 1129 1982                            1.82        431.4074
## 1130 1981                            1.90        450.3704
## 1131 1980                            1.82        431.4074
## 1132 1979                            1.83        433.7778
## 1133 1978                            1.82        431.4074
## 1134 1977                            1.82        431.4074
## 1135 2018                            1.22        289.1852
## 1136 2017                            1.26        298.6667
## 1137 2016                            1.30        308.1481
## 1138 2015                            1.34        317.6296
## 1139 2014                            1.37        324.7407
## 1140 2013                            1.39        329.4815
## 1141 2012                            1.41        334.2222
## 1142 2011                            1.39        329.4815
## 1143 2010                            1.40        331.8519
## 1144 2009                            1.42        336.5926
## 1145 2008                            1.45        343.7037
## 1146 2007                            1.43        338.9630
## 1147 2006                            1.42        336.5926
## 1148 2005                            1.41        334.2222
## 1149 2004                            1.44        341.3333
## 1150 2003                            1.43        338.9630
## 1151 2002                            1.45        343.7037
## 1152 2001                            1.43        338.9630
## 1153 2000                            1.44        341.3333
## 1154 1999                            1.42        336.5926
## 1155 1998                            1.39        329.4815
## 1156 1997                            1.35        320.0000
## 1157 1996                            1.35        320.0000
## 1158 1995                            1.35        320.0000
## 1159 1994                            1.39        329.4815
## 1160 1993                            1.37        324.7407
## 1161 1992                            1.37        324.7407
## 1162 1991                            1.40        331.8519
## 1163 1990                            1.41        334.2222
## 1164 1989                            1.41        334.2222
## 1165 1988                            1.41        334.2222
## 1166 1987                            1.43        338.9630
## 1167 1986                            1.41        334.2222
## 1168 1985                            1.41        334.2222
## 1169 1984                            1.46        346.0741
## 1170 1983                            1.50        355.5556
## 1171 1982                            1.51        357.9259
## 1172 1981                            1.57        372.1481
## 1173 1980                            1.56        369.7778
## 1174 1979                            1.52        360.2963
## 1175 1978                            1.48        350.8148
## 1176 1977                            1.46        346.0741
## 1177 2018                            1.35        320.0000
## 1178 2017                            1.40        331.8519
## 1179 2016                            1.42        336.5926
## 1180 2015                            1.39        329.4815
## 1181 2014                            1.41        334.2222
## 1182 2013                            1.41        334.2222
## 1183 2012                            1.41        334.2222
## 1184 2011                            1.45        343.7037
## 1185 2010                            1.49        353.1852
## 1186 2009                            1.53        362.6667
## 1187 2008                            1.63        386.3704
## 1188 2007                            1.66        393.4815
## 1189 2006                            1.71        405.3333
## 1190 2005                            1.69        400.5926
## 1191 2004                            1.73        410.0741
## 1192 2003                            1.74        412.4444
## 1193 2002                            1.74        412.4444
## 1194 2001                            1.79        424.2963
## 1195 2000                            1.79        424.2963
## 1196 1999                            1.82        431.4074
## 1197 1998                            1.80        426.6667
## 1198 1997                            1.84        436.1481
## 1199 1996                            1.91        452.7407
## 1200 1995                            1.87        443.2593
## 1201 1994                            1.93        457.4815
## 1202 1993                            1.95        462.2222
## 1203 1992                            2.02        478.8148
## 1204 1991                            2.05        485.9259
## 1205 1990                            2.17        514.3704
## 1206 1989                            2.12        502.5185
## 1207 1988                            2.08        493.0370
## 1208 1987                            2.01        476.4444
## 1209 1986                            2.04        483.5556
## 1210 1985                            1.96        464.5926
## 1211 1984                            1.97        466.9630
## 1212 1983                            1.96        464.5926
## 1213 1982                            2.00        474.0741
## 1214 1981                            2.08        493.0370
## 1215 1980                            2.06        488.2963
## 1216 1979                            2.07        490.6667
## 1217 1978                            2.01        476.4444
## 1218 1977                            1.99        471.7037
## 1219 2018                            1.79        424.2963
## 1220 2017                            1.83        433.7778
## 1221 2016                            1.86        440.8889
## 1222 2015                            1.87        443.2593
## 1223 2014                            1.69        400.5926
## 1224 2013                            1.86        440.8889
## 1225 2012                            1.90        450.3704
## 1226 2011                            1.86        440.8889
## 1227 2010                            1.81        429.0370
## 1228 2009                            1.79        424.2963
## 1229 2008                            1.78        421.9259
## 1230 2007                            1.82        431.4074
## 1231 2006                            1.73        410.0741
## 1232 2005                            1.75        414.8148
## 1233 2004                            1.74        412.4444
## 1234 2003                            1.75        414.8148
## 1235 2002                            1.75        414.8148
## 1236 2001                            1.75        414.8148
## 1237 2000                            1.78        421.9259
## 1238 1999                            1.78        421.9259
## 1239 1998                            1.77        419.5556
## 1240 1997                            1.78        421.9259
## 1241 1996                            1.78        421.9259
## 1242 1995                            1.73        410.0741
## 1243 1994                            1.75        414.8148
## 1244 1993                            1.83        433.7778
## 1245 1992                            1.81        429.0370
## 1246 1991                            1.85        438.5185
## 1247 1990                            1.85        438.5185
## 1248 1989                            1.87        443.2593
## 1249 1988                            1.91        452.7407
## 1250 1987                            1.93        457.4815
## 1251 1986                            1.93        457.4815
## 1252 1985                            1.99        471.7037
## 1253 1984                            1.99        471.7037
## 1254 1983                            2.17        514.3704
## 1255 1982                            1.90        450.3704
## 1256 1981                            1.89        448.0000
## 1257 1980                            1.93        457.4815
## 1258 1979                            1.94        459.8519
## 1259 1978                            1.95        462.2222
## 1260 1977                            1.86        440.8889
## 1261 2018                            0.80        189.6296
## 1262 2017                            0.80        189.6296
## 1263 2016                            0.83        196.7407
## 1264 2015                            0.84        199.1111
## 1265 2014                            0.84        199.1111
## 1266 2013                            0.84        199.1111
## 1267 2012                            0.89        210.9630
## 1268 2011                            0.89        210.9630
## 1269 2010                            0.92        218.0741
## 1270 2009                            0.91        215.7037
## 1271 2008                            0.93        220.4444
## 1272 2007                            0.93        220.4444
## 1273 2006                            0.95        225.1852
## 1274 2005                            0.95        225.1852
## 1275 2004                            0.96        227.5556
## 1276 2003                            0.95        225.1852
## 1277 2002                            0.98        232.2963
## 1278 2001                            0.99        234.6667
## 1279 2000                            0.97        229.9259
## 1280 1999                            0.97        229.9259
## 1281 1998                            0.98        232.2963
## 1282 1997                            0.99        234.6667
## 1283 1996                            1.00        237.0370
## 1284 1995                            1.06        251.2593
## 1285 1994                            1.04        246.5185
## 1286 1993                            1.07        253.6296
## 1287 1992                            1.07        253.6296
## 1288 1991                            1.09        258.3704
## 1289 1990                            1.15        272.5926
## 1290 1989                            1.13        267.8519
## 1291 1988                            1.15        272.5926
## 1292 1987                            1.18        279.7037
## 1293 1986                            1.17        277.3333
## 1294 1985                            1.17        277.3333
## 1295 1984                            1.18        279.7037
## 1296 1983                            1.20        284.4444
## 1297 1982                            1.21        286.8148
## 1298 1981                            1.21        286.8148
## 1299 1980                            1.22        289.1852
## 1300 1979                            1.18        279.7037
## 1301 1978                            1.17        277.3333
## 1302 1977                            1.16        274.9630
## 1303 2018                            1.07        253.6296
## 1304 2017                            1.05        248.8889
## 1305 2016                            1.10        260.7407
## 1306 2015                            1.02        241.7778
## 1307 2014                            1.29        305.7778
## 1308 2013                            1.17        277.3333
## 1309 2012                            1.24        293.9259
## 1310 2011                            1.32        312.8889
## 1311 2010                            1.23        291.5556
## 1312 2009                            1.34        317.6296
## 1313 2008                            1.41        334.2222
## 1314 2007                            1.39        329.4815
## 1315 2006                            1.37        324.7407
## 1316 2005                            1.47        348.4444
## 1317 2004                            1.46        346.0741
## 1318 2003                            1.52        360.2963
## 1319 2002                            1.52        360.2963
## 1320 2001                            1.54        365.0370
## 1321 2000                            1.53        362.6667
## 1322 1999                            1.53        362.6667
## 1323 1998                            1.49        353.1852
## 1324 1997                            1.51        357.9259
## 1325 1996                            1.55        367.4074
## 1326 1995                            1.56        369.7778
## 1327 1994                            1.46        346.0741
## 1328 1993                            1.53        362.6667
## 1329 1992                            1.56        369.7778
## 1330 1991                            1.64        388.7407
## 1331 1990                            1.68        398.2222
## 1332 1989                            1.67        395.8519
## 1333 1988                            1.66        393.4815
## 1334 1987                            1.65        391.1111
## 1335 1986                            1.66        393.4815
## 1336 1985                            1.71        405.3333
## 1337 1984                            1.72        407.7037
## 1338 1983                            1.72        407.7037
## 1339 1982                            1.72        407.7037
## 1340 1981                            1.73        410.0741
## 1341 1980                            1.65        391.1111
## 1342 1979                            1.64        388.7407
## 1343 1978                            1.65        391.1111
## 1344 1977                            1.62        384.0000
## 1345 2018                            0.88        208.5926
## 1346 2017                            0.90        213.3333
## 1347 2016                            0.91        215.7037
## 1348 2015                            0.91        215.7037
## 1349 2014                            0.90        213.3333
## 1350 2013                            0.93        220.4444
## 1351 2012                            0.91        215.7037
## 1352 2011                            0.89        210.9630
## 1353 2010                            0.89        210.9630
## 1354 2009                            0.92        218.0741
## 1355 2008                            0.93        220.4444
## 1356 2007                            0.93        220.4444
## 1357 2006                            0.89        210.9630
## 1358 2005                            0.91        215.7037
## 1359 2004                            0.92        218.0741
## 1360 2003                            0.93        220.4444
## 1361 2002                            0.95        225.1852
## 1362 2001                            0.96        227.5556
## 1363 2000                            0.92        218.0741
## 1364 1999                            0.93        220.4444
## 1365 1998                            0.95        225.1852
## 1366 1997                            0.86        203.8519
## 1367 1996                            0.91        215.7037
## 1368 1995                            1.00        237.0370
## 1369 1994                            0.98        232.2963
## 1370 1993                            1.00        237.0370
## 1371 1992                            1.04        246.5185
## 1372 1991                            1.09        258.3704
## 1373 1990                            1.13        267.8519
## 1374 1989                            1.11        263.1111
## 1375 1988                            1.14        270.2222
## 1376 1987                            1.14        270.2222
## 1377 1986                            1.12        265.4815
## 1378 1985                            1.14        270.2222
## 1379 1984                            1.14        270.2222
## 1380 1983                            1.23        291.5556
## 1381 1982                            1.26        298.6667
## 1382 1981                            1.25        296.2963
## 1383 1980                            1.27        301.0370
## 1384 1979                            1.21        286.8148
## 1385 1978                            1.18        279.7037
## 1386 1977                            1.18        279.7037
## 1387 2018                            1.04        246.5185
## 1388 2017                            1.05        248.8889
## 1389 2016                            1.05        248.8889
## 1390 2015                            1.05        248.8889
## 1391 2014                            1.05        248.8889
## 1392 2013                            1.04        246.5185
## 1393 2012                            1.06        251.2593
## 1394 2011                            1.05        248.8889
## 1395 2010                            1.07        253.6296
## 1396 2009                            1.10        260.7407
## 1397 2008                            1.13        267.8519
## 1398 2007                            1.15        272.5926
## 1399 2006                            1.14        270.2222
## 1400 2005                            1.13        267.8519
## 1401 2004                            1.16        274.9630
## 1402 2003                            1.21        286.8148
## 1403 2002                            1.25        296.2963
## 1404 2001                            1.24        293.9259
## 1405 2000                            1.22        289.1852
## 1406 1999                            1.21        286.8148
## 1407 1998                            1.21        286.8148
## 1408 1997                            1.22        289.1852
## 1409 1996                            1.21        286.8148
## 1410 1995                            1.12        265.4815
## 1411 1994                            1.14        270.2222
## 1412 1993                            1.14        270.2222
## 1413 1992                            1.14        270.2222
## 1414 1991                            1.11        263.1111
## 1415 1990                            1.16        274.9630
## 1416 1989                            1.13        267.8519
## 1417 1988                            1.11        263.1111
## 1418 1987                            1.11        263.1111
## 1419 1986                            1.11        263.1111
## 1420 1985                            1.10        260.7407
## 1421 1984                            1.11        263.1111
## 1422 1983                            1.11        263.1111
## 1423 1982                            1.07        253.6296
## 1424 1981                            1.10        260.7407
## 1425 1980                            1.10        260.7407
## 1426 1979                            1.04        246.5185
## 1427 1978                            1.02        241.7778
## 1428 1977                            0.98        232.2963
## 1429 2018                            1.50        355.5556
## 1430 2017                            1.51        357.9259
## 1431 2016                            1.51        357.9259
## 1432 2015                            1.58        374.5185
## 1433 2014                            1.68        398.2222
## 1434 2013                            1.69        400.5926
## 1435 2012                            1.75        414.8148
## 1436 2011                            1.66        393.4815
## 1437 2010                            1.49        353.1852
## 1438 2009                            1.59        376.8889
## 1439 2008                            1.60        379.2593
## 1440 2007                            1.53        362.6667
## 1441 2006                            1.50        355.5556
## 1442 2005                            1.48        350.8148
## 1443 2004                            1.49        353.1852
## 1444 2003                            1.53        362.6667
## 1445 2002                            1.51        357.9259
## 1446 2001                            1.46        346.0741
## 1447 2000                            1.47        348.4444
## 1448 1999                            1.48        350.8148
## 1449 1998                            1.45        343.7037
## 1450 1997                            1.40        331.8519
## 1451 1996                            1.40        331.8519
## 1452 1995                            1.36        322.3704
## 1453 1994                            1.39        329.4815
## 1454 1993                            1.37        324.7407
## 1455 1992                            1.38        327.1111
## 1456 1991                            1.43        338.9630
## 1457 1990                            1.47        348.4444
## 1458 1989                            1.41        334.2222
## 1459 1988                            1.41        334.2222
## 1460 1987                            1.37        324.7407
## 1461 1986                            1.34        317.6296
## 1462 1985                            1.34        317.6296
## 1463 1984                            1.41        334.2222
## 1464 1983                            1.49        353.1852
## 1465 1982                            1.52        360.2963
## 1466 1981                            1.53        362.6667
## 1467 1980                            1.52        360.2963
## 1468 1979                            1.46        346.0741
## 1469 1978                            1.45        343.7037
## 1470 1977                            1.35        320.0000
## 1471 2018                            1.10        260.7407
## 1472 2017                            1.12        265.4815
## 1473 2016                            1.15        272.5926
## 1474 2015                            1.17        277.3333
## 1475 2014                            1.19        282.0741
## 1476 2013                            1.22        289.1852
## 1477 2012                            1.23        291.5556
## 1478 2011                            1.24        293.9259
## 1479 2010                            1.29        305.7778
## 1480 2009                            1.30        308.1481
## 1481 2008                            1.33        315.2593
## 1482 2007                            1.34        317.6296
## 1483 2006                            1.33        315.2593
## 1484 2005                            1.34        317.6296
## 1485 2004                            1.34        317.6296
## 1486 2003                            1.34        317.6296
## 1487 2002                            1.35        320.0000
## 1488 2001                            1.34        317.6296
## 1489 2000                            1.32        312.8889
## 1490 1999                            1.32        312.8889
## 1491 1998                            1.30        308.1481
## 1492 1997                            1.28        303.4074
## 1493 1996                            1.36        322.3704
## 1494 1995                            1.29        305.7778
## 1495 1994                            1.31        310.5185
## 1496 1993                            1.29        305.7778
## 1497 1992                            1.32        312.8889
## 1498 1991                            1.33        315.2593
## 1499 1990                            1.34        317.6296
## 1500 1989                            1.36        322.3704
## 1501 1988                            1.35        320.0000
## 1502 1987                            1.35        320.0000
## 1503 1986                            1.32        312.8889
## 1504 1985                            1.37        324.7407
## 1505 1984                            1.41        334.2222
## 1506 1983                            1.36        322.3704
## 1507 1982                            1.40        331.8519
## 1508 1981                            1.35        320.0000
## 1509 1980                            1.39        329.4815
## 1510 1979                            1.35        320.0000
## 1511 1978                            1.19        282.0741
## 1512 1977                            1.16        274.9630
## 1513 2018                            1.00        237.0370
## 1514 2017                            1.03        244.1481
## 1515 2016                            1.05        248.8889
## 1516 2015                            1.07        253.6296
## 1517 2014                            1.09        258.3704
## 1518 2013                            1.11        263.1111
## 1519 2012                            1.14        270.2222
## 1520 2011                            1.14        270.2222
## 1521 2010                            1.16        274.9630
## 1522 2009                            1.17        277.3333
## 1523 2008                            1.22        289.1852
## 1524 2007                            1.17        277.3333
## 1525 2006                            1.13        267.8519
## 1526 2005                            1.09        258.3704
## 1527 2004                            1.11        263.1111
## 1528 2003                            1.06        251.2593
## 1529 2002                            1.12        265.4815
## 1530 2001                            1.11        263.1111
## 1531 2000                            1.12        265.4815
## 1532 1999                            1.11        263.1111
## 1533 1998                            1.12        265.4815
## 1534 1997                            1.10        260.7407
## 1535 1996                            1.09        258.3704
## 1536 1995                            1.10        260.7407
## 1537 1994                            1.15        272.5926
## 1538 1993                            1.11        263.1111
## 1539 1992                            1.13        267.8519
## 1540 1991                            1.09        258.3704
## 1541 1990                            1.12        265.4815
## 1542 1989                            1.08        256.0000
## 1543 1988                            1.07        253.6296
## 1544 1987                            1.06        251.2593
## 1545 1986                            1.06        251.2593
## 1546 1985                            1.05        248.8889
## 1547 1984                            1.00        237.0370
## 1548 1983                            1.04        246.5185
## 1549 1982                            1.15        272.5926
## 1550 1981                            1.14        270.2222
## 1551 1980                            1.07        253.6296
## 1552 1979                            1.03        244.1481
## 1553 1978                            1.05        248.8889
## 1554 1977                            1.04        246.5185
## 1555 2018                            1.21        286.8148
## 1556 2017                            1.24        293.9259
## 1557 2016                            1.24        293.9259
## 1558 2015                            1.23        291.5556
## 1559 2014                            1.23        291.5556
## 1560 2013                            1.20        284.4444
## 1561 2012                            1.21        286.8148
## 1562 2011                            1.18        279.7037
## 1563 2010                            1.19        282.0741
## 1564 2009                            1.28        303.4074
## 1565 2008                            1.22        289.1852
## 1566 2007                            1.35        320.0000
## 1567 2006                            1.32        312.8889
## 1568 2005                            1.16        274.9630
## 1569 2004                            1.23        291.5556
## 1570 2003                            1.20        284.4444
## 1571 2002                            1.22        289.1852
## 1572 2001                            1.22        289.1852
## 1573 2000                            1.20        284.4444
## 1574 1999                            1.21        286.8148
## 1575 1998                            1.20        284.4444
## 1576 1997                            1.19        282.0741
## 1577 1996                            1.23        291.5556
## 1578 1995                            1.21        286.8148
## 1579 1994                            1.23        291.5556
## 1580 1993                            1.24        293.9259
## 1581 1992                            1.29        305.7778
## 1582 1991                            1.28        303.4074
## 1583 1990                            1.32        312.8889
## 1584 1989                            1.28        303.4074
## 1585 1988                            1.29        305.7778
## 1586 1987                            1.28        303.4074
## 1587 1986                            1.28        303.4074
## 1588 1985                            1.25        296.2963
## 1589 1984                            1.28        303.4074
## 1590 1983                            1.32        312.8889
## 1591 1982                            1.32        312.8889
## 1592 1981                            1.37        324.7407
## 1593 1980                            1.36        322.3704
## 1594 1979                            1.36        322.3704
## 1595 1978                            1.32        312.8889
## 1596 1977                            1.30        308.1481
## 1597 2018                            1.29        305.7778
## 1598 2017                            1.30        308.1481
## 1599 2016                            1.31        310.5185
## 1600 2015                            1.31        310.5185
## 1601 2014                            1.32        312.8889
## 1602 2013                            1.34        317.6296
## 1603 2012                            1.36        322.3704
## 1604 2011                            1.37        324.7407
## 1605 2010                            1.37        324.7407
## 1606 2009                            1.37        324.7407
## 1607 2008                            1.36        322.3704
## 1608 2007                            1.35        320.0000
## 1609 2006                            1.32        312.8889
## 1610 2005                            1.32        312.8889
## 1611 2004                            1.30        308.1481
## 1612 2003                            1.31        310.5185
## 1613 2002                            1.35        320.0000
## 1614 2001                            1.33        315.2593
## 1615 2000                            1.29        305.7778
## 1616 1999                            1.27        301.0370
## 1617 1998                            1.21        286.8148
## 1618 1997                            1.33        315.2593
## 1619 1996                            1.26        298.6667
## 1620 1995                            1.26        298.6667
## 1621 1994                            1.28        303.4074
## 1622 1993                            1.31        310.5185
## 1623 1992                            1.30        308.1481
## 1624 1991                            1.36        322.3704
## 1625 1990                            1.42        336.5926
## 1626 1989                            1.38        327.1111
## 1627 1988                            1.41        334.2222
## 1628 1987                            1.40        331.8519
## 1629 1986                            1.40        331.8519
## 1630 1985                            1.38        327.1111
## 1631 1984                            1.38        327.1111
## 1632 1983                            1.41        334.2222
## 1633 1982                            1.44        341.3333
## 1634 1981                            1.42        336.5926
## 1635 1980                            1.45        343.7037
## 1636 1979                            1.40        331.8519
## 1637 1978                            1.35        320.0000
## 1638 1977                            1.34        317.6296
## 1639 2018                            0.90        213.3333
## 1640 2017                            0.93        220.4444
## 1641 2016                            0.94        222.8148
## 1642 2015                            0.96        227.5556
## 1643 2014                            1.01        239.4074
## 1644 2013                            1.00        237.0370
## 1645 2012                            1.03        244.1481
## 1646 2011                            1.04        246.5185
## 1647 2010                            1.06        251.2593
## 1648 2009                            1.07        253.6296
## 1649 2008                            1.09        258.3704
## 1650 2007                            1.10        260.7407
## 1651 2006                            1.07        253.6296
## 1652 2005                            0.98        232.2963
## 1653 2004                            1.13        267.8519
## 1654 2003                            1.13        267.8519
## 1655 2002                            1.17        277.3333
## 1656 2001                            1.19        282.0741
## 1657 2000                            1.16        274.9630
## 1658 1999                            1.14        270.2222
## 1659 1998                            1.14        270.2222
## 1660 1997                            1.22        289.1852
## 1661 1996                            1.16        274.9630
## 1662 1995                            1.18        279.7037
## 1663 1994                            1.23        291.5556
## 1664 1993                            1.22        289.1852
## 1665 1992                            1.24        293.9259
## 1666 1991                            1.33        315.2593
## 1667 1990                            1.31        310.5185
## 1668 1989                            1.35        320.0000
## 1669 1988                            1.38        327.1111
## 1670 1987                            1.39        329.4815
## 1671 1986                            1.40        331.8519
## 1672 1985                            1.40        331.8519
## 1673 1984                            1.37        324.7407
## 1674 1983                            1.48        350.8148
## 1675 1982                            1.34        317.6296
## 1676 1981                            1.36        322.3704
## 1677 1980                            1.46        346.0741
## 1678 1979                            1.42        336.5926
## 1679 1978                            1.37        324.7407
## 1680 1977                            1.35        320.0000
## 1681 2018                            1.11        263.1111
## 1682 2017                            1.14        270.2222
## 1683 2016                            1.18        279.7037
## 1684 2015                            1.21        286.8148
## 1685 2014                            1.23        291.5556
## 1686 2013                            1.26        298.6667
## 1687 2012                            1.28        303.4074
## 1688 2011                            1.29        305.7778
## 1689 2010                            1.31        310.5185
## 1690 2009                            1.35        320.0000
## 1691 2008                            1.39        329.4815
## 1692 2007                            1.42        336.5926
## 1693 2006                            1.45        343.7037
## 1694 2005                            1.43        338.9630
## 1695 2004                            1.39        329.4815
## 1696 2003                            1.38        327.1111
## 1697 2002                            1.40        331.8519
## 1698 2001                            1.40        331.8519
## 1699 2000                            1.49        353.1852
## 1700 1999                            1.48        350.8148
## 1701 1998                            1.44        341.3333
## 1702 1997                            1.48        350.8148
## 1703 1996                            1.38        327.1111
## 1704 1995                            1.33        315.2593
## 1705 1994                            1.38        327.1111
## 1706 1993                            1.36        322.3704
## 1707 1992                            1.34        317.6296
## 1708 1991                            1.34        317.6296
## 1709 1990                            1.44        341.3333
## 1710 1989                            1.39        329.4815
## 1711 1988                            1.38        327.1111
## 1712 1987                            1.35        320.0000
## 1713 1986                            1.31        310.5185
## 1714 1985                            1.28        303.4074
## 1715 1984                            1.27        301.0370
## 1716 1983                            1.27        301.0370
## 1717 1982                            1.23        291.5556
## 1718 1981                            1.24        293.9259
## 1719 1980                            1.22        289.1852
## 1720 1979                            1.18        279.7037
## 1721 1978                            1.14        270.2222
## 1722 1977                            1.12        265.4815
## 1723 2018                            1.37        324.7407
## 1724 2017                            1.53        362.6667
## 1725 2016                            1.46        346.0741
## 1726 2015                            1.49        353.1852
## 1727 2014                            1.50        355.5556
## 1728 2013                            1.53        362.6667
## 1729 2012                            1.54        365.0370
## 1730 2011                            1.52        360.2963
## 1731 2010                            1.53        362.6667
## 1732 2009                            1.54        365.0370
## 1733 2008                            1.57        372.1481
## 1734 2007                            1.52        360.2963
## 1735 2006                            1.51        357.9259
## 1736 2005                            1.50        355.5556
## 1737 2004                            1.51        357.9259
## 1738 2003                            1.52        360.2963
## 1739 2002                            1.51        357.9259
## 1740 2001                            1.49        353.1852
## 1741 2000                            1.46        346.0741
## 1742 1999                            1.43        338.9630
## 1743 1998                            1.41        334.2222
## 1744 1997                            1.33        315.2593
## 1745 1996                            1.33        315.2593
## 1746 1995                            1.35        320.0000
## 1747 1994                            1.38        327.1111
## 1748 1993                            1.35        320.0000
## 1749 1992                            1.37        324.7407
## 1750 1991                            1.37        324.7407
## 1751 1990                            1.36        322.3704
## 1752 1989                            1.30        308.1481
## 1753 1988                            1.25        296.2963
## 1754 1987                            1.27        301.0370
## 1755 1986                            1.26        298.6667
## 1756 1985                            1.23        291.5556
## 1757 1984                            1.28        303.4074
## 1758 1983                            1.31        310.5185
## 1759 1982                            1.29        305.7778
## 1760 1981                            1.31        310.5185
## 1761 1980                            1.30        308.1481
## 1762 1979                            1.23        291.5556
## 1763 1978                            1.20        284.4444
## 1764 1977                            1.16        274.9630
## 1765 2018                            0.98        232.2963
## 1766 2017                            0.99        234.6667
## 1767 2016                            1.02        241.7778
## 1768 2015                            1.04        246.5185
## 1769 2014                            1.04        246.5185
## 1770 2013                            1.05        248.8889
## 1771 2012                            1.07        253.6296
## 1772 2011                            1.13        267.8519
## 1773 2010                            1.04        246.5185
## 1774 2009                            1.05        248.8889
## 1775 2008                            1.10        260.7407
## 1776 2007                            1.13        267.8519
## 1777 2006                            1.14        270.2222
## 1778 2005                            1.19        282.0741
## 1779 2004                            1.22        289.1852
## 1780 2003                            1.27        301.0370
## 1781 2002                            1.17        277.3333
## 1782 2001                            1.15        272.5926
## 1783 2000                            1.19        282.0741
## 1784 1999                            1.19        282.0741
## 1785 1998                            1.19        282.0741
## 1786 1997                            1.15        272.5926
## 1787 1996                            1.14        270.2222
## 1788 1995                            1.17        277.3333
## 1789 1994                            1.18        279.7037
## 1790 1993                            1.20        284.4444
## 1791 1992                            1.21        286.8148
## 1792 1991                            1.19        282.0741
## 1793 1990                            1.22        289.1852
## 1794 1989                            1.20        284.4444
## 1795 1988                            1.22        289.1852
## 1796 1987                            1.19        282.0741
## 1797 1986                            1.18        279.7037
## 1798 1985                            1.12        265.4815
## 1799 1984                            1.11        263.1111
## 1800 1983                            1.11        263.1111
## 1801 1982                            1.13        267.8519
## 1802 1981                            1.14        270.2222
## 1803 1980                            1.10        260.7407
## 1804 1979                            1.10        260.7407
## 1805 1978                            1.12        265.4815
## 1806 1977                            1.07        253.6296
## 1807 2018                            1.21        286.8148
## 1808 2017                            1.27        301.0370
## 1809 2016                            1.30        308.1481
## 1810 2015                            1.28        303.4074
## 1811 2014                            1.25        296.2963
## 1812 2013                            1.30        308.1481
## 1813 2012                            1.33        315.2593
## 1814 2011                            1.35        320.0000
## 1815 2010                            1.35        320.0000
## 1816 2009                            1.41        334.2222
## 1817 2008                            1.43        338.9630
## 1818 2007                            1.41        334.2222
## 1819 2006                            1.43        338.9630
## 1820 2005                            1.43        338.9630
## 1821 2004                            1.45        343.7037
## 1822 2003                            1.46        346.0741
## 1823 2002                            1.49        353.1852
## 1824 2001                            1.51        357.9259
## 1825 2000                            1.53        362.6667
## 1826 1999                            1.54        365.0370
## 1827 1998                            1.52        360.2963
## 1828 1997                            1.56        369.7778
## 1829 1996                            1.57        372.1481
## 1830 1995                            1.58        374.5185
## 1831 1994                            1.60        379.2593
## 1832 1993                            1.60        379.2593
## 1833 1992                            1.65        391.1111
## 1834 1991                            1.60        379.2593
## 1835 1990                            1.64        388.7407
## 1836 1989                            1.62        384.0000
## 1837 1988                            1.61        381.6296
## 1838 1987                            1.62        384.0000
## 1839 1986                            1.67        395.8519
## 1840 1985                            1.68        398.2222
## 1841 1984                            1.73        410.0741
## 1842 1983                            1.72        407.7037
## 1843 1982                            1.83        433.7778
## 1844 1981                            1.84        436.1481
## 1845 1980                            1.75        414.8148
## 1846 1979                            1.70        402.9630
## 1847 1978                            1.64        388.7407
## 1848 1977                            1.59        376.8889
## 1849 2018                            0.58        137.4815
## 1850 2017                            0.61        144.5926
## 1851 2016                            0.63        149.3333
## 1852 2015                            0.65        154.0741
## 1853 2014                            0.66        156.4444
## 1854 2013                            0.67        158.8148
## 1855 2012                            0.69        163.5556
## 1856 2011                            0.68        161.1852
## 1857 2010                            0.70        165.9259
## 1858 2009                            0.72        170.6667
## 1859 2008                            0.76        180.1481
## 1860 2007                            0.77        182.5185
## 1861 2006                            0.73        173.0370
## 1862 2005                            0.70        165.9259
## 1863 2004                            0.76        180.1481
## 1864 2003                            0.76        180.1481
## 1865 2002                            0.77        182.5185
## 1866 2001                            0.77        182.5185
## 1867 2000                            0.75        177.7778
## 1868 1999                            0.74        175.4074
## 1869 1998                            0.77        182.5185
## 1870 1997                            0.75        177.7778
## 1871 1996                            0.73        173.0370
## 1872 1995                            0.71        168.2963
## 1873 1994                            0.76        180.1481
## 1874 1993                            0.78        184.8889
## 1875 1992                            0.79        187.2593
## 1876 1991                            0.80        189.6296
## 1877 1990                            0.80        189.6296
## 1878 1989                            0.81        192.0000
## 1879 1988                            0.82        194.3704
## 1880 1987                            0.84        199.1111
## 1881 1986                            0.88        208.5926
## 1882 1985                            0.89        210.9630
## 1883 1984                            0.89        210.9630
## 1884 1983                            0.89        210.9630
## 1885 1982                            1.01        239.4074
## 1886 1981                            1.02        241.7778
## 1887 1980                            0.96        227.5556
## 1888 1979                            0.94        222.8148
## 1889 1978                            0.93        220.4444
## 1890 1977                            0.94        222.8148
## 1891 2018                            1.53        362.6667
## 1892 2017                            1.55        367.4074
## 1893 2016                            1.57        372.1481
## 1894 2015                            1.57        372.1481
## 1895 2014                            1.56        369.7778
## 1896 2013                            1.55        367.4074
## 1897 2012                            1.51        357.9259
## 1898 2011                            1.46        346.0741
## 1899 2010                            1.44        341.3333
## 1900 2009                            1.43        338.9630
## 1901 2008                            1.45        343.7037
## 1902 2007                            1.46        346.0741
## 1903 2006                            1.45        343.7037
## 1904 2005                            1.44        341.3333
## 1905 2004                            1.34        317.6296
## 1906 2003                            1.34        317.6296
## 1907 2002                            1.34        317.6296
## 1908 2001                            1.34        317.6296
## 1909 2000                            1.32        312.8889
## 1910 1999                            1.32        312.8889
## 1911 1998                            1.31        310.5185
## 1912 1997                            1.30        308.1481
## 1913 1996                            1.35        320.0000
## 1914 1995                            1.28        303.4074
## 1915 1994                            1.34        317.6296
## 1916 1993                            1.34        317.6296
## 1917 1992                            1.35        320.0000
## 1918 1991                            1.41        334.2222
## 1919 1990                            1.47        348.4444
## 1920 1989                            1.49        353.1852
## 1921 1988                            1.54        365.0370
## 1922 1987                            1.58        374.5185
## 1923 1986                            1.57        372.1481
## 1924 1985                            1.51        357.9259
## 1925 1984                            1.49        353.1852
## 1926 1983                            1.53        362.6667
## 1927 1982                            1.48        350.8148
## 1928 1981                            1.49        353.1852
## 1929 1980                            1.43        338.9630
## 1930 1979                            1.53        362.6667
## 1931 1978                            1.50        355.5556
## 1932 1977                            1.40        331.8519
## 1933 2018                            0.94        222.8148
## 1934 2017                            0.96        227.5556
## 1935 2016                            1.00        237.0370
## 1936 2015                            1.00        237.0370
## 1937 2014                            1.01        239.4074
## 1938 2013                            1.02        241.7778
## 1939 2012                            1.04        246.5185
## 1940 2011                            1.05        248.8889
## 1941 2010                            1.08        256.0000
## 1942 2009                            1.10        260.7407
## 1943 2008                            1.12        265.4815
## 1944 2007                            1.13        267.8519
## 1945 2006                            1.13        267.8519
## 1946 2005                            1.13        267.8519
## 1947 2004                            1.14        270.2222
## 1948 2003                            1.14        270.2222
## 1949 2002                            1.15        272.5926
## 1950 2001                            1.15        272.5926
## 1951 2000                            1.16        274.9630
## 1952 1999                            1.18        279.7037
## 1953 1998                            1.17        277.3333
## 1954 1997                            1.11        263.1111
## 1955 1996                            1.12        265.4815
## 1956 1995                            1.15        272.5926
## 1957 1994                            1.20        284.4444
## 1958 1993                            1.24        293.9259
## 1959 1992                            1.25        296.2963
## 1960 1991                            1.20        284.4444
## 1961 1990                            1.25        296.2963
## 1962 1989                            1.23        291.5556
## 1963 1988                            1.31        310.5185
## 1964 1987                            1.39        329.4815
## 1965 1986                            1.52        360.2963
## 1966 1985                            1.45        343.7037
## 1967 1984                            1.46        346.0741
## 1968 1983                            1.47        348.4444
## 1969 1982                            1.46        346.0741
## 1970 1981                            1.23        291.5556
## 1971 1980                            1.23        291.5556
## 1972 1979                            1.21        286.8148
## 1973 1978                            1.20        284.4444
## 1974 1977                            1.17        277.3333
## 1975 2018                            0.91        215.7037
## 1976 2017                            0.93        220.4444
## 1977 2016                            0.96        227.5556
## 1978 2015                            0.97        229.9259
## 1979 2014                            0.97        229.9259
## 1980 2013                            0.95        225.1852
## 1981 2012                            0.96        227.5556
## 1982 2011                            0.97        229.9259
## 1983 2010                            1.01        239.4074
## 1984 2009                            1.10        260.7407
## 1985 2008                            1.11        263.1111
## 1986 2007                            1.14        270.2222
## 1987 2006                            1.08        256.0000
## 1988 2005                            1.11        263.1111
## 1989 2004                            1.11        263.1111
## 1990 2003                            1.07        253.6296
## 1991 2002                            1.09        258.3704
## 1992 2001                            1.09        258.3704
## 1993 2000                            1.11        263.1111
## 1994 1999                            1.11        263.1111
## 1995 1998                            1.12        265.4815
## 1996 1997                            1.09        258.3704
## 1997 1996                            1.09        258.3704
## 1998 1995                            1.17        277.3333
## 1999 1994                            1.18        279.7037
## 2000 1993                            1.19        282.0741
## 2001 1992                            1.26        298.6667
## 2002 1991                            1.23        291.5556
## 2003 1990                            1.27        301.0370
## 2004 1989                            1.25        296.2963
## 2005 1988                            1.23        291.5556
## 2006 1987                            1.24        293.9259
## 2007 1986                            1.23        291.5556
## 2008 1985                            1.21        286.8148
## 2009 1984                            1.23        291.5556
## 2010 1983                            1.29        305.7778
## 2011 1982                            1.32        312.8889
## 2012 1981                            1.38        327.1111
## 2013 1980                            1.51        357.9259
## 2014 1979                            1.39        329.4815
## 2015 1978                            1.36        322.3704
## 2016 1977                            1.34        317.6296
## 2017 2018                            1.15        272.5926
## 2018 2017                            1.17        277.3333
## 2019 2016                            1.19        282.0741
## 2020 2015                            1.21        286.8148
## 2021 2014                            1.21        286.8148
## 2022 2013                            1.24        293.9259
## 2023 2012                            1.24        293.9259
## 2024 2011                            1.22        289.1852
## 2025 2010                            1.23        291.5556
## 2026 2009                            1.23        291.5556
## 2027 2008                            1.25        296.2963
## 2028 2007                            1.23        291.5556
## 2029 2006                            1.21        286.8148
## 2030 2005                            1.23        291.5556
## 2031 2004                            1.25        296.2963
## 2032 2003                            1.23        291.5556
## 2033 2002                            1.26        298.6667
## 2034 2001                            1.25        296.2963
## 2035 2000                            1.24        293.9259
## 2036 1999                            1.22        289.1852
## 2037 1998                            1.18        279.7037
## 2038 1997                            1.12        265.4815
## 2039 1996                            1.12        265.4815
## 2040 1995                            1.12        265.4815
## 2041 1994                            1.17        277.3333
## 2042 1993                            1.18        279.7037
## 2043 1992                            1.16        274.9630
## 2044 1991                            1.18        279.7037
## 2045 1990                            1.20        284.4444
## 2046 1989                            1.15        272.5926
## 2047 1988                            1.15        272.5926
## 2048 1987                            1.13        267.8519
## 2049 1986                            1.12        265.4815
## 2050 1985                            1.13        267.8519
## 2051 1984                            1.13        267.8519
## 2052 1983                            1.14        270.2222
## 2053 1982                            1.11        263.1111
## 2054 1981                            1.05        248.8889
## 2055 1980                            1.00        237.0370
## 2056 1979                            0.94        222.8148
## 2057 1978                            0.93        220.4444
## 2058 1977                            0.95        225.1852
## 2059 2018                            1.29        305.7778
## 2060 2017                            1.33        315.2593
## 2061 2016                            1.36        322.3704
## 2062 2015                            1.39        329.4815
## 2063 2014                            1.42        336.5926
## 2064 2013                            1.45        343.7037
## 2065 2012                            1.46        346.0741
## 2066 2011                            1.46        346.0741
## 2067 2010                            1.49        353.1852
## 2068 2009                            1.49        353.1852
## 2069 2008                            1.55        367.4074
## 2070 2007                            1.56        369.7778
## 2071 2006                            1.58        374.5185
## 2072 2005                            1.58        374.5185
## 2073 2004                            1.53        362.6667
## 2074 2003                            1.53        362.6667
## 2075 2002                            1.56        369.7778
## 2076 2001                            1.54        365.0370
## 2077 2000                            1.53        362.6667
## 2078 1999                            1.53        362.6667
## 2079 1998                            1.58        374.5185
## 2080 1997                            1.57        372.1481
## 2081 1996                            1.53        362.6667
## 2082 1995                            1.64        388.7407
## 2083 1994                            1.58        374.5185
## 2084 1993                            1.59        376.8889
## 2085 1992                            1.59        376.8889
## 2086 1991                            1.65        391.1111
## 2087 1990                            1.74        412.4444
## 2088 1989                            1.72        407.7037
## 2089 1988                            1.76        417.1852
## 2090 1987                            1.80        426.6667
## 2091 1986                            1.88        445.6296
## 2092 1985                            1.83        433.7778
## 2093 1984                            1.87        443.2593
## 2094 1983                            1.94        459.8519
## 2095 1982                            1.95        462.2222
## 2096 1981                            1.96        464.5926
## 2097 1980                            1.95        462.2222
## 2098 1979                            1.92        455.1111
## 2099 1978                            1.83        433.7778
## 2100 1977                            1.81        429.0370
## 2101 2018                            1.22        289.1852
## 2102 2017                            1.17        277.3333
## 2103 2016                            1.18        279.7037
## 2104 2015                            1.25        296.2963
## 2105 2014                            1.26        298.6667
## 2106 2013                            1.25        296.2963
## 2107 2012                            1.32        312.8889
## 2108 2011                            1.29        305.7778
## 2109 2010                            1.33        315.2593
## 2110 2009                            1.40        331.8519
## 2111 2008                            1.50        355.5556
## 2112 2007                            1.46        346.0741
## 2113 2006                            1.44        341.3333
## 2114 2005                            1.20        284.4444
## 2115 2004                            1.42        336.5926
## 2116 2003                            1.70        402.9630
## 2117 2002                            1.46        346.0741
## 2118 2001                            1.44        341.3333
## 2119 2000                            1.42        336.5926
## 2120 1999                            1.41        334.2222
## 2121 1998                            1.37        324.7407
## 2122 1997                            1.42        336.5926
## 2123 1996                            1.35        320.0000
## 2124 1995                            1.34        317.6296
## 2125 1994                            1.42        336.5926
## 2126 1993                            1.40        331.8519
## 2127 1992                            1.44        341.3333
## 2128 1991                            1.45        343.7037
## 2129 1990                            1.48        350.8148
## 2130 1989                            1.41        334.2222
## 2131 1988                            1.45        343.7037
## 2132 1987                            1.51        357.9259
## 2133 1986                            1.51        357.9259
## 2134 1985                            1.59        376.8889
## 2135 1984                            1.61        381.6296
## 2136 1983                            1.68        398.2222
## 2137 1982                            1.78        421.9259
## 2138 1981                            1.91        452.7407
## 2139 1980                            1.85        438.5185
## 2140 1979                            1.86        440.8889
## 2141 1978                            1.81        429.0370
## 2142 1977                            1.78        421.9259
## 2143 2018                            1.00        237.0370
## 2144 2017                            1.02        241.7778
## 2145 2016                            1.03        244.1481
## 2146 2015                            1.04        246.5185
## 2147 2014                            1.03        244.1481
## 2148 2013                            1.06        251.2593
## 2149 2012                            1.06        251.2593
## 2150 2011                            1.05        248.8889
## 2151 2010                            1.06        251.2593
## 2152 2009                            1.07        253.6296
## 2153 2008                            1.09        258.3704
## 2154 2007                            1.09        258.3704
## 2155 2006                            1.07        253.6296
## 2156 2005                            1.07        253.6296
## 2157 2004                            1.07        253.6296
## 2158 2003                            1.08        256.0000
## 2159 2002                            1.10        260.7407
## 2160 2001                            1.10        260.7407
## 2161 2000                            1.08        256.0000
## 2162 1999                            1.07        253.6296
## 2163 1998                            1.07        253.6296
## 2164 1997                            1.07        253.6296
## 2165 1996                            1.07        253.6296
## 2166 1995                            1.11        263.1111
## 2167 1994                            1.11        263.1111
## 2168 1993                            1.13        267.8519
## 2169 1992                            1.14        270.2222
## 2170 1991                            1.19        282.0741
## 2171 1990                            1.23        291.5556
## 2172 1989                            1.22        289.1852
## 2173 1988                            1.25        296.2963
## 2174 1987                            1.25        296.2963
## 2175 1986                            1.24        293.9259
## 2176 1985                            1.25        296.2963
## 2177 1984                            1.25        296.2963
## 2178 1983                            1.31        310.5185
## 2179 1982                            1.31        310.5185
## 2180 1981                            1.31        310.5185
## 2181 1980                            1.33        315.2593
## 2182 1979                            1.29        305.7778
## 2183 1978                            1.26        298.6667
## 2184 1977                            1.25        296.2963
## 2185 2018                            1.10        260.7407
## 2186 2017                            1.12        265.4815
## 2187 2016                            1.14        270.2222
## 2188 2015                            1.15        272.5926
## 2189 2014                            1.16        274.9630
## 2190 2013                            1.17        277.3333
## 2191 2012                            1.20        284.4444
## 2192 2011                            1.20        284.4444
## 2193 2010                            1.23        291.5556
## 2194 2009                            1.25        296.2963
## 2195 2008                            1.27        301.0370
## 2196 2007                            1.28        303.4074
## 2197 2006                            1.27        301.0370
## 2198 2005                            1.27        301.0370
## 2199 2004                            1.28        303.4074
## 2200 2003                            1.28        303.4074
## 2201 2002                            1.30        308.1481
## 2202 2001                            1.29        305.7778
## 2203 2000                            1.29        305.7778
## 2204 1999                            1.29        305.7778
## 2205 1998                            1.28        303.4074
## 2206 1997                            1.26        298.6667
## 2207 1996                            1.28        303.4074
## 2208 1995                            1.29        305.7778
## 2209 1994                            1.30        308.1481
## 2210 1993                            1.30        308.1481
## 2211 1992                            1.31        310.5185
## 2212 1991                            1.35        320.0000
## 2213 1990                            1.38        327.1111
## 2214 1989                            1.36        322.3704
## 2215 1988                            1.38        327.1111
## 2216 1987                            1.38        327.1111
## 2217 1986                            1.38        327.1111
## 2218 1985                            1.37        324.7407
## 2219 1984                            1.40        331.8519
## 2220 1983                            1.42        336.5926
## 2221 1982                            1.42        336.5926
## 2222 1981                            1.42        336.5926
## 2223 1980                            1.42        336.5926
## 2224 1979                            1.40        331.8519
## 2225 1978                            1.35        320.0000
## 2226 1977                            1.32        312.8889
## 2227 2018                            1.06        251.2593
## 2228 2017                            1.09        258.3704
## 2229 2016                            1.11        263.1111
## 2230 2015                            1.12        265.4815
## 2231 2014                            1.11        263.1111
## 2232 2013                            1.16        274.9630
## 2233 2012                            1.18        279.7037
## 2234 2011                            1.16        274.9630
## 2235 2010                            1.17        277.3333
## 2236 2009                            1.21        286.8148
## 2237 2008                            1.25        296.2963
## 2238 2007                            1.26        298.6667
## 2239 2006                            1.27        301.0370
## 2240 2005                            1.26        298.6667
## 2241 2004                            1.27        301.0370
## 2242 2003                            1.27        301.0370
## 2243 2002                            1.28        303.4074
## 2244 2001                            1.29        305.7778
## 2245 2000                            1.30        308.1481
## 2246 1999                            1.30        308.1481
## 2247 1998                            1.30        308.1481
## 2248 1997                            1.30        308.1481
## 2249 1996                            1.30        308.1481
## 2250 1995                            1.29        305.7778
## 2251 1994                            1.31        310.5185
## 2252 1993                            1.33        315.2593
## 2253 1992                            1.33        315.2593
## 2254 1991                            1.31        310.5185
## 2255 1990                            1.36        322.3704
## 2256 1989                            1.33        315.2593
## 2257 1988                            1.34        317.6296
## 2258 1987                            1.34        317.6296
## 2259 1986                            1.36        322.3704
## 2260 1985                            1.34        317.6296
## 2261 1984                            1.34        317.6296
## 2262 1983                            1.36        322.3704
## 2263 1982                            1.37        324.7407
## 2264 1981                            1.36        322.3704
## 2265 1980                            1.30        308.1481
## 2266 1979                            1.27        301.0370
## 2267 1978                            1.25        296.2963
## 2268 1977                            1.21        286.8148
## 2269 2018                            1.03        244.1481
## 2270 2017                            1.01        239.4074
## 2271 2016                            1.03        244.1481
## 2272 2015                            1.05        248.8889
## 2273 2014                            1.06        251.2593
## 2274 2013                            1.05        248.8889
## 2275 2012                            1.05        248.8889
## 2276 2011                            1.04        246.5185
## 2277 2010                            1.06        251.2593
## 2278 2009                            1.11        263.1111
## 2279 2008                            1.15        272.5926
## 2280 2007                            1.17        277.3333
## 2281 2006                            1.13        267.8519
## 2282 2005                            1.14        270.2222
## 2283 2004                            1.17        277.3333
## 2284 2003                            1.17        277.3333
## 2285 2002                            1.18        279.7037
## 2286 2001                            1.19        282.0741
## 2287 2000                            1.21        286.8148
## 2288 1999                            1.20        284.4444
## 2289 1998                            1.19        282.0741
## 2290 1997                            1.20        284.4444
## 2291 1996                            1.22        289.1852
## 2292 1995                            1.23        291.5556
## 2293 1994                            1.20        284.4444
## 2294 1993                            1.26        298.6667
## 2295 1992                            1.33        315.2593
## 2296 1991                            1.30        308.1481
## 2297 1990                            1.37        324.7407
## 2298 1989                            1.35        320.0000
## 2299 1988                            1.36        322.3704
## 2300 1987                            1.38        327.1111
## 2301 1986                            1.39        329.4815
## 2302 1985                            1.37        324.7407
## 2303 1984                            1.40        331.8519
## 2304 1983                            1.42        336.5926
## 2305 1982                            1.44        341.3333
## 2306 1981                            1.49        353.1852
## 2307 1980                            1.47        348.4444
## 2308 1979                            1.45        343.7037
## 2309 1978                            1.39        329.4815
## 2310 1977                            1.35        320.0000
## 2311 2018                            1.05        248.8889
## 2312 2017                            1.06        251.2593
## 2313 2016                            1.08        256.0000
## 2314 2015                            1.09        258.3704
## 2315 2014                            1.10        260.7407
## 2316 2013                            1.12        265.4815
## 2317 2012                            1.13        267.8519
## 2318 2011                            1.12        265.4815
## 2319 2010                            1.14        270.2222
## 2320 2009                            1.17        277.3333
## 2321 2008                            1.20        284.4444
## 2322 2007                            1.21        286.8148
## 2323 2006                            1.20        284.4444
## 2324 2005                            1.20        284.4444
## 2325 2004                            1.21        286.8148
## 2326 2003                            1.21        286.8148
## 2327 2002                            1.23        291.5556
## 2328 2001                            1.23        291.5556
## 2329 2000                            1.23        291.5556
## 2330 1999                            1.23        291.5556
## 2331 1998                            1.22        289.1852
## 2332 1997                            1.22        289.1852
## 2333 1996                            1.23        291.5556
## 2334 1995                            1.24        293.9259
## 2335 1994                            1.25        296.2963
## 2336 1993                            1.26        298.6667
## 2337 1992                            1.29        305.7778
## 2338 1991                            1.29        305.7778
## 2339 1990                            1.34        317.6296
## 2340 1989                            1.32        312.8889
## 2341 1988                            1.33        315.2593
## 2342 1987                            1.34        317.6296
## 2343 1986                            1.35        320.0000
## 2344 1985                            1.33        315.2593
## 2345 1984                            1.35        320.0000
## 2346 1983                            1.37        324.7407
## 2347 1982                            1.38        327.1111
## 2348 1981                            1.39        329.4815
## 2349 1980                            1.37        324.7407
## 2350 1979                            1.34        317.6296
## 2351 1978                            1.30        308.1481
## 2352 1977                            1.27        301.0370
## 2353   NA                              NA              NA
## 2354   NA                              NA              NA
## 2355   NA                              NA              NA
## 2356   NA                              NA              NA
## 2357   NA                              NA              NA
## 2358   NA                              NA              NA
## 2359   NA                              NA              NA
## 2360   NA                              NA              NA
## 2361   NA                              NA              NA
## 2362   NA                              NA              NA
## 2363   NA                              NA              NA
## 2364   NA                              NA              NA
## 2365   NA                              NA              NA
## 2366   NA                              NA              NA
## 2367   NA                              NA              NA
## 2368   NA                              NA              NA
## 2369   NA                              NA              NA
## 2370   NA                              NA              NA
## 2371   NA                              NA              NA
## 2372   NA                              NA              NA
## 2373   NA                              NA              NA
## 2374   NA                              NA              NA
## 2375   NA                              NA              NA
## 2376   NA                              NA              NA
## 2377   NA                              NA              NA
## 2378   NA                              NA              NA
## 2379   NA                              NA              NA
## 2380   NA                              NA              NA
## 2381   NA                              NA              NA
## 2382   NA                              NA              NA
## 2383   NA                              NA              NA
## 2384   NA                              NA              NA
## 2385   NA                              NA              NA
## 2386   NA                              NA              NA
# Filter the data for the year 2017
consumption_2017 <- Consumption_Data %>% 
  filter(year == 2017)

# Reorder the 'state' factor levels by 'number_of_beers'
consumption_2017$state <- factor(consumption_2017$state, levels = consumption_2017$state[order(-consumption_2017$number_of_beers)])

# Set the plot dimensions
plot_width <- 30  # Adjust as needed
plot_height <- 6  # Adjust as needed

# Create a bar chart
p3 <- ggplot(consumption_2017, aes(x = state, y = number_of_beers)) +
  geom_bar(stat = "identity", fill = "blue") +
  labs(
    title = "Beer Consumption by State by Number of Beers",
    x = "State",
    y = "Number of Beers"
  ) +
  theme_bw() +
  scale_color_economist()+
  theme(axis.text.x=element_text(size=rel(0.8), angle=90))+
  geom_text(aes(label = round(number_of_beers, 3)), vjust = -0.5) 

# Create a larger plot
options(repr.plot.width = plot_width, repr.plot.height = plot_height)
print(p3)

# Create a larger plot (You need to get this one from the working drive)
ggsave("consumption_plot.png", p3, width = plot_width, height = plot_height)



# Reorder the 'state' factor levels by 'number_of_beers'
consumption_2017$state <- factor(consumption_2017$state, levels = consumption_2017$state[order(-consumption_2017$ethanol_beer_gallons_per_capita)])

# Create a bar chart
p4 <- ggplot(consumption_2017, aes(x = state, y = ethanol_beer_gallons_per_capita)) +
  geom_bar(stat = "identity", fill = "blue") +
  labs(
    title = "Beer Consumption by State in Gallons",
    x = "State",
    y = "Ethanol Beer Gallons per Capita"
  ) +
  theme_bw() +
  scale_color_economist()+
  theme(axis.text.x=element_text(size=rel(1.7), angle=90))+
  geom_text(aes(label = round(number_of_beers, 2)), vjust = -0.5) 

# Create a larger plot
options(repr.plot.width = plot_width, repr.plot.height = plot_height)
print(p4)

# Create a larger plot (You need to get this one from the working drive)
ggsave("consumption_number_plot.png", p4, width = plot_width, height = plot_height)
# Filter the data for the years 2010 to 2017
Consumption_Data2_filtered <- Consumption_Data2 %>%
  filter(year >= 2010)

# Create a histogram of total gallons consumed for the filtered data
ggplot(Consumption_Data2_filtered, aes(x = year, y = ethanol_beer_gallons_per_capita)) + 
  geom_bar(stat = "identity", position = "dodge", fill = "blue") + 
  labs(x = "Year", y = "Total gallons consumed")